diff --git a/.cursorrules b/.cursorrules
new file mode 100644
index 0000000000..cdfb8b17a3
--- /dev/null
+++ b/.cursorrules
@@ -0,0 +1,6 @@
+# Cursor Rules for Dify Project
+
+## Automated Test Generation
+
+- Use `web/testing/testing.md` as the canonical instruction set for generating frontend automated tests.
+- When proposing or saving tests, re-read that document and follow every requirement.
diff --git a/.editorconfig b/.editorconfig
index 374da0b5d2..be14939ddb 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -29,7 +29,7 @@ trim_trailing_whitespace = false
# Matches multiple files with brace expansion notation
# Set default charset
-[*.{js,tsx}]
+[*.{js,jsx,ts,tsx,mjs}]
indent_style = space
indent_size = 2
diff --git a/.github/copilot-instructions.md b/.github/copilot-instructions.md
new file mode 100644
index 0000000000..53afcbda1e
--- /dev/null
+++ b/.github/copilot-instructions.md
@@ -0,0 +1,12 @@
+# Copilot Instructions
+
+GitHub Copilot must follow the unified frontend testing requirements documented in `web/testing/testing.md`.
+
+Key reminders:
+
+- Generate tests using the mandated tech stack, naming, and code style (AAA pattern, `fireEvent`, descriptive test names, cleans up mocks).
+- Cover rendering, prop combinations, and edge cases by default; extend coverage for hooks, routing, async flows, and domain-specific components when applicable.
+- Target >95% line and branch coverage and 100% function/statement coverage.
+- Apply the project's mocking conventions for i18n, toast notifications, and Next.js utilities.
+
+Any suggestions from Copilot that conflict with `web/testing/testing.md` should be revised before acceptance.
diff --git a/.github/workflows/api-tests.yml b/.github/workflows/api-tests.yml
index 37d351627b..557d747a8c 100644
--- a/.github/workflows/api-tests.yml
+++ b/.github/workflows/api-tests.yml
@@ -62,7 +62,7 @@ jobs:
compose-file: |
docker/docker-compose.middleware.yaml
services: |
- db
+ db_postgres
redis
sandbox
ssrf_proxy
diff --git a/.github/workflows/db-migration-test.yml b/.github/workflows/db-migration-test.yml
index b9961a4714..101d973466 100644
--- a/.github/workflows/db-migration-test.yml
+++ b/.github/workflows/db-migration-test.yml
@@ -8,7 +8,7 @@ concurrency:
cancel-in-progress: true
jobs:
- db-migration-test:
+ db-migration-test-postgres:
runs-on: ubuntu-latest
steps:
@@ -45,7 +45,7 @@ jobs:
compose-file: |
docker/docker-compose.middleware.yaml
services: |
- db
+ db_postgres
redis
- name: Prepare configs
@@ -57,3 +57,60 @@ jobs:
env:
DEBUG: true
run: uv run --directory api flask upgrade-db
+
+ db-migration-test-mysql:
+ runs-on: ubuntu-latest
+
+ steps:
+ - name: Checkout code
+ uses: actions/checkout@v4
+ with:
+ fetch-depth: 0
+ persist-credentials: false
+
+ - name: Setup UV and Python
+ uses: astral-sh/setup-uv@v6
+ with:
+ enable-cache: true
+ python-version: "3.12"
+ cache-dependency-glob: api/uv.lock
+
+ - name: Install dependencies
+ run: uv sync --project api
+ - name: Ensure Offline migration are supported
+ run: |
+ # upgrade
+ uv run --directory api flask db upgrade 'base:head' --sql
+ # downgrade
+ uv run --directory api flask db downgrade 'head:base' --sql
+
+ - name: Prepare middleware env for MySQL
+ run: |
+ cd docker
+ cp middleware.env.example middleware.env
+ sed -i 's/DB_TYPE=postgresql/DB_TYPE=mysql/' middleware.env
+ sed -i 's/DB_HOST=db_postgres/DB_HOST=db_mysql/' middleware.env
+ sed -i 's/DB_PORT=5432/DB_PORT=3306/' middleware.env
+ sed -i 's/DB_USERNAME=postgres/DB_USERNAME=mysql/' middleware.env
+
+ - name: Set up Middlewares
+ uses: hoverkraft-tech/compose-action@v2.0.2
+ with:
+ compose-file: |
+ docker/docker-compose.middleware.yaml
+ services: |
+ db_mysql
+ redis
+
+ - name: Prepare configs for MySQL
+ run: |
+ cd api
+ cp .env.example .env
+ sed -i 's/DB_TYPE=postgresql/DB_TYPE=mysql/' .env
+ sed -i 's/DB_PORT=5432/DB_PORT=3306/' .env
+ sed -i 's/DB_USERNAME=postgres/DB_USERNAME=root/' .env
+
+ - name: Run DB Migration
+ env:
+ DEBUG: true
+ run: uv run --directory api flask upgrade-db
diff --git a/.github/workflows/translate-i18n-base-on-english.yml b/.github/workflows/translate-i18n-base-on-english.yml
index 836c3e0b02..2f2d643e50 100644
--- a/.github/workflows/translate-i18n-base-on-english.yml
+++ b/.github/workflows/translate-i18n-base-on-english.yml
@@ -20,22 +20,22 @@ jobs:
steps:
- uses: actions/checkout@v4
with:
- fetch-depth: 2
+ fetch-depth: 0
token: ${{ secrets.GITHUB_TOKEN }}
- name: Check for file changes in i18n/en-US
id: check_files
run: |
- recent_commit_sha=$(git rev-parse HEAD)
- second_recent_commit_sha=$(git rev-parse HEAD~1)
- changed_files=$(git diff --name-only $recent_commit_sha $second_recent_commit_sha -- 'i18n/en-US/*.ts')
+ git fetch origin "${{ github.event.before }}" || true
+ git fetch origin "${{ github.sha }}" || true
+ changed_files=$(git diff --name-only "${{ github.event.before }}" "${{ github.sha }}" -- 'i18n/en-US/*.ts')
echo "Changed files: $changed_files"
if [ -n "$changed_files" ]; then
echo "FILES_CHANGED=true" >> $GITHUB_ENV
file_args=""
for file in $changed_files; do
filename=$(basename "$file" .ts)
- file_args="$file_args --file=$filename"
+ file_args="$file_args --file $filename"
done
echo "FILE_ARGS=$file_args" >> $GITHUB_ENV
echo "File arguments: $file_args"
diff --git a/.github/workflows/vdb-tests.yml b/.github/workflows/vdb-tests.yml
index e33fbb209e..291171e5c7 100644
--- a/.github/workflows/vdb-tests.yml
+++ b/.github/workflows/vdb-tests.yml
@@ -1,10 +1,7 @@
name: Run VDB Tests
on:
- push:
- branches: [main]
- paths:
- - 'api/core/rag/*.py'
+ workflow_call:
concurrency:
group: vdb-tests-${{ github.head_ref || github.run_id }}
@@ -54,13 +51,13 @@ jobs:
- name: Expose Service Ports
run: sh .github/workflows/expose_service_ports.sh
- - name: Set up Vector Store (TiDB)
- uses: hoverkraft-tech/compose-action@v2.0.2
- with:
- compose-file: docker/tidb/docker-compose.yaml
- services: |
- tidb
- tiflash
+# - name: Set up Vector Store (TiDB)
+# uses: hoverkraft-tech/compose-action@v2.0.2
+# with:
+# compose-file: docker/tidb/docker-compose.yaml
+# services: |
+# tidb
+# tiflash
- name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase, OceanBase)
uses: hoverkraft-tech/compose-action@v2.0.2
@@ -86,8 +83,8 @@ jobs:
ls -lah .
cp api/tests/integration_tests/.env.example api/tests/integration_tests/.env
- - name: Check VDB Ready (TiDB)
- run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
+# - name: Check VDB Ready (TiDB)
+# run: uv run --project api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
- name: Test Vector Stores
run: uv run --project api bash dev/pytest/pytest_vdb.sh
diff --git a/.gitignore b/.gitignore
index c6067e96cd..79ba44b207 100644
--- a/.gitignore
+++ b/.gitignore
@@ -186,6 +186,8 @@ docker/volumes/couchbase/*
docker/volumes/oceanbase/*
docker/volumes/plugin_daemon/*
docker/volumes/matrixone/*
+docker/volumes/mysql/*
+docker/volumes/seekdb/*
!docker/volumes/oceanbase/init.d
docker/nginx/conf.d/default.conf
diff --git a/.vscode/launch.json.template b/.vscode/launch.json.template
index bd5a787d4c..cb934d01b5 100644
--- a/.vscode/launch.json.template
+++ b/.vscode/launch.json.template
@@ -37,7 +37,7 @@
"-c",
"1",
"-Q",
- "dataset,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,priority_pipeline,pipeline",
+ "dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor",
"--loglevel",
"INFO"
],
diff --git a/.windsurf/rules/testing.md b/.windsurf/rules/testing.md
new file mode 100644
index 0000000000..64fec20cb8
--- /dev/null
+++ b/.windsurf/rules/testing.md
@@ -0,0 +1,5 @@
+# Windsurf Testing Rules
+
+- Use `web/testing/testing.md` as the single source of truth for frontend automated testing.
+- Honor every requirement in that document when generating or accepting tests.
+- When proposing or saving tests, re-read that document and follow every requirement.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index fdc414b047..20a7d6c6f6 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -77,6 +77,8 @@ How we prioritize:
For setting up the frontend service, please refer to our comprehensive [guide](https://github.com/langgenius/dify/blob/main/web/README.md) in the `web/README.md` file. This document provides detailed instructions to help you set up the frontend environment properly.
+**Testing**: All React components must have comprehensive test coverage. See [web/testing/testing.md](https://github.com/langgenius/dify/blob/main/web/testing/testing.md) for the canonical frontend testing guidelines and follow every requirement described there.
+
#### Backend
For setting up the backend service, kindly refer to our detailed [instructions](https://github.com/langgenius/dify/blob/main/api/README.md) in the `api/README.md` file. This document contains step-by-step guidance to help you get the backend up and running smoothly.
diff --git a/Makefile b/Makefile
index 19c398ec82..07afd8187e 100644
--- a/Makefile
+++ b/Makefile
@@ -70,6 +70,11 @@ type-check:
@uv run --directory api --dev basedpyright
@echo "✅ Type check complete"
+test:
+ @echo "🧪 Running backend unit tests..."
+ @uv run --project api --dev dev/pytest/pytest_unit_tests.sh
+ @echo "✅ Tests complete"
+
# Build Docker images
build-web:
@echo "Building web Docker image: $(WEB_IMAGE):$(VERSION)..."
@@ -119,6 +124,7 @@ help:
@echo " make check - Check code with ruff"
@echo " make lint - Format and fix code with ruff"
@echo " make type-check - Run type checking with basedpyright"
+ @echo " make test - Run backend unit tests"
@echo ""
@echo "Docker Build Targets:"
@echo " make build-web - Build web Docker image"
@@ -128,4 +134,4 @@ help:
@echo " make build-push-all - Build and push all Docker images"
# Phony targets
-.PHONY: build-web build-api push-web push-api build-all push-all build-push-all dev-setup prepare-docker prepare-web prepare-api dev-clean help format check lint type-check
+.PHONY: build-web build-api push-web push-api build-all push-all build-push-all dev-setup prepare-docker prepare-web prepare-api dev-clean help format check lint type-check test
diff --git a/README.md b/README.md
index e5cc05fbc0..09ba1f634b 100644
--- a/README.md
+++ b/README.md
@@ -36,6 +36,12 @@
+
+
+
+
+
+
diff --git a/api/.env.example b/api/.env.example
index 5713095374..50607f5b35 100644
--- a/api/.env.example
+++ b/api/.env.example
@@ -72,12 +72,15 @@ REDIS_CLUSTERS_PASSWORD=
# celery configuration
CELERY_BROKER_URL=redis://:difyai123456@localhost:${REDIS_PORT}/1
CELERY_BACKEND=redis
-# PostgreSQL database configuration
+
+# Database configuration
+DB_TYPE=postgresql
DB_USERNAME=postgres
DB_PASSWORD=difyai123456
DB_HOST=localhost
DB_PORT=5432
DB_DATABASE=dify
+
SQLALCHEMY_POOL_PRE_PING=true
SQLALCHEMY_POOL_TIMEOUT=30
@@ -163,7 +166,7 @@ CONSOLE_CORS_ALLOW_ORIGINS=http://localhost:3000,*
COOKIE_DOMAIN=
# Vector database configuration
-# Supported values are `weaviate`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `oceanbase`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`.
+# Supported values are `weaviate`, `oceanbase`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`.
VECTOR_STORE=weaviate
# Prefix used to create collection name in vector database
VECTOR_INDEX_NAME_PREFIX=Vector_index
@@ -173,6 +176,18 @@ WEAVIATE_ENDPOINT=http://localhost:8080
WEAVIATE_API_KEY=WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih
WEAVIATE_GRPC_ENABLED=false
WEAVIATE_BATCH_SIZE=100
+WEAVIATE_TOKENIZATION=word
+
+# OceanBase Vector configuration
+OCEANBASE_VECTOR_HOST=127.0.0.1
+OCEANBASE_VECTOR_PORT=2881
+OCEANBASE_VECTOR_USER=root@test
+OCEANBASE_VECTOR_PASSWORD=difyai123456
+OCEANBASE_VECTOR_DATABASE=test
+OCEANBASE_MEMORY_LIMIT=6G
+OCEANBASE_ENABLE_HYBRID_SEARCH=false
+OCEANBASE_FULLTEXT_PARSER=ik
+SEEKDB_MEMORY_LIMIT=2G
# Qdrant configuration, use `http://localhost:6333` for local mode or `https://your-qdrant-cluster-url.qdrant.io` for remote mode
QDRANT_URL=http://localhost:6333
@@ -339,15 +354,6 @@ LINDORM_PASSWORD=admin
LINDORM_USING_UGC=True
LINDORM_QUERY_TIMEOUT=1
-# OceanBase Vector configuration
-OCEANBASE_VECTOR_HOST=127.0.0.1
-OCEANBASE_VECTOR_PORT=2881
-OCEANBASE_VECTOR_USER=root@test
-OCEANBASE_VECTOR_PASSWORD=difyai123456
-OCEANBASE_VECTOR_DATABASE=test
-OCEANBASE_MEMORY_LIMIT=6G
-OCEANBASE_ENABLE_HYBRID_SEARCH=false
-
# AlibabaCloud MySQL Vector configuration
ALIBABACLOUD_MYSQL_HOST=127.0.0.1
ALIBABACLOUD_MYSQL_PORT=3306
@@ -534,6 +540,7 @@ WORKFLOW_LOG_CLEANUP_BATCH_SIZE=100
# App configuration
APP_MAX_EXECUTION_TIME=1200
+APP_DEFAULT_ACTIVE_REQUESTS=0
APP_MAX_ACTIVE_REQUESTS=0
# Celery beat configuration
diff --git a/api/.importlinter b/api/.importlinter
index 98fe5f50bb..24ece72b30 100644
--- a/api/.importlinter
+++ b/api/.importlinter
@@ -16,6 +16,7 @@ layers =
graph
nodes
node_events
+ runtime
entities
containers =
core.workflow
diff --git a/api/Dockerfile b/api/Dockerfile
index ed61923a40..5bfc2f4463 100644
--- a/api/Dockerfile
+++ b/api/Dockerfile
@@ -57,7 +57,7 @@ RUN \
# for gmpy2 \
libgmp-dev libmpfr-dev libmpc-dev \
# For Security
- expat libldap-2.5-0 perl libsqlite3-0 zlib1g \
+ expat libldap-2.5-0=2.5.13+dfsg-5 perl libsqlite3-0=3.40.1-2+deb12u2 zlib1g=1:1.2.13.dfsg-1 \
# install fonts to support the use of tools like pypdfium2
fonts-noto-cjk \
# install a package to improve the accuracy of guessing mime type and file extension
@@ -73,7 +73,8 @@ COPY --from=packages ${VIRTUAL_ENV} ${VIRTUAL_ENV}
ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
# Download nltk data
-RUN python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger')"
+RUN mkdir -p /usr/local/share/nltk_data && NLTK_DATA=/usr/local/share/nltk_data python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger'); nltk.download('stopwords')" \
+ && chmod -R 755 /usr/local/share/nltk_data
ENV TIKTOKEN_CACHE_DIR=/app/api/.tiktoken_cache
@@ -86,7 +87,15 @@ COPY . /app/api/
COPY docker/entrypoint.sh /entrypoint.sh
RUN chmod +x /entrypoint.sh
+# Create non-root user and set permissions
+RUN groupadd -r -g 1001 dify && \
+ useradd -r -u 1001 -g 1001 -s /bin/bash dify && \
+ mkdir -p /home/dify && \
+ chown -R 1001:1001 /app /home/dify ${TIKTOKEN_CACHE_DIR} /entrypoint.sh
+
ARG COMMIT_SHA
ENV COMMIT_SHA=${COMMIT_SHA}
+ENV NLTK_DATA=/usr/local/share/nltk_data
+USER 1001
ENTRYPOINT ["/bin/bash", "/entrypoint.sh"]
diff --git a/api/README.md b/api/README.md
index 7809ea8a3d..2dab2ec6e6 100644
--- a/api/README.md
+++ b/api/README.md
@@ -15,8 +15,8 @@
```bash
cd ../docker
cp middleware.env.example middleware.env
- # change the profile to other vector database if you are not using weaviate
- docker compose -f docker-compose.middleware.yaml --profile weaviate -p dify up -d
+ # change the profile to mysql if you are not using postgres,change the profile to other vector database if you are not using weaviate
+ docker compose -f docker-compose.middleware.yaml --profile postgresql --profile weaviate -p dify up -d
cd ../api
```
@@ -84,7 +84,7 @@
1. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
```bash
-uv run celery -A app.celery worker -P threads -c 2 --loglevel INFO -Q dataset,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,priority_pipeline,pipeline
+uv run celery -A app.celery worker -P threads -c 2 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor
```
Additionally, if you want to debug the celery scheduled tasks, you can run the following command in another terminal to start the beat service:
diff --git a/api/app_factory.py b/api/app_factory.py
index 17c376de77..933cf294d1 100644
--- a/api/app_factory.py
+++ b/api/app_factory.py
@@ -18,6 +18,7 @@ def create_flask_app_with_configs() -> DifyApp:
"""
dify_app = DifyApp(__name__)
dify_app.config.from_mapping(dify_config.model_dump())
+ dify_app.config["RESTX_INCLUDE_ALL_MODELS"] = True
# add before request hook
@dify_app.before_request
diff --git a/api/configs/feature/__init__.py b/api/configs/feature/__init__.py
index ff1f983f94..9c0c48c955 100644
--- a/api/configs/feature/__init__.py
+++ b/api/configs/feature/__init__.py
@@ -73,14 +73,14 @@ class AppExecutionConfig(BaseSettings):
description="Maximum allowed execution time for the application in seconds",
default=1200,
)
+ APP_DEFAULT_ACTIVE_REQUESTS: NonNegativeInt = Field(
+ description="Default number of concurrent active requests per app (0 for unlimited)",
+ default=0,
+ )
APP_MAX_ACTIVE_REQUESTS: NonNegativeInt = Field(
description="Maximum number of concurrent active requests per app (0 for unlimited)",
default=0,
)
- APP_DAILY_RATE_LIMIT: NonNegativeInt = Field(
- description="Maximum number of requests per app per day",
- default=5000,
- )
class CodeExecutionSandboxConfig(BaseSettings):
@@ -1086,7 +1086,7 @@ class CeleryScheduleTasksConfig(BaseSettings):
)
TRIGGER_PROVIDER_CREDENTIAL_THRESHOLD_SECONDS: int = Field(
description="Proactive credential refresh threshold in seconds",
- default=180,
+ default=60 * 60,
)
TRIGGER_PROVIDER_SUBSCRIPTION_THRESHOLD_SECONDS: int = Field(
description="Proactive subscription refresh threshold in seconds",
diff --git a/api/configs/middleware/__init__.py b/api/configs/middleware/__init__.py
index 816d0e442f..a5e35c99ca 100644
--- a/api/configs/middleware/__init__.py
+++ b/api/configs/middleware/__init__.py
@@ -105,6 +105,12 @@ class KeywordStoreConfig(BaseSettings):
class DatabaseConfig(BaseSettings):
+ # Database type selector
+ DB_TYPE: Literal["postgresql", "mysql", "oceanbase"] = Field(
+ description="Database type to use. OceanBase is MySQL-compatible.",
+ default="postgresql",
+ )
+
DB_HOST: str = Field(
description="Hostname or IP address of the database server.",
default="localhost",
@@ -140,10 +146,10 @@ class DatabaseConfig(BaseSettings):
default="",
)
- SQLALCHEMY_DATABASE_URI_SCHEME: str = Field(
- description="Database URI scheme for SQLAlchemy connection.",
- default="postgresql",
- )
+ @computed_field # type: ignore[prop-decorator]
+ @property
+ def SQLALCHEMY_DATABASE_URI_SCHEME(self) -> str:
+ return "postgresql" if self.DB_TYPE == "postgresql" else "mysql+pymysql"
@computed_field # type: ignore[prop-decorator]
@property
@@ -204,15 +210,15 @@ class DatabaseConfig(BaseSettings):
# Parse DB_EXTRAS for 'options'
db_extras_dict = dict(parse_qsl(self.DB_EXTRAS))
options = db_extras_dict.get("options", "")
- # Always include timezone
- timezone_opt = "-c timezone=UTC"
- if options:
- # Merge user options and timezone
- merged_options = f"{options} {timezone_opt}"
- else:
- merged_options = timezone_opt
-
- connect_args = {"options": merged_options}
+ connect_args = {}
+ # Use the dynamic SQLALCHEMY_DATABASE_URI_SCHEME property
+ if self.SQLALCHEMY_DATABASE_URI_SCHEME.startswith("postgresql"):
+ timezone_opt = "-c timezone=UTC"
+ if options:
+ merged_options = f"{options} {timezone_opt}"
+ else:
+ merged_options = timezone_opt
+ connect_args = {"options": merged_options}
return {
"pool_size": self.SQLALCHEMY_POOL_SIZE,
diff --git a/api/configs/middleware/vdb/weaviate_config.py b/api/configs/middleware/vdb/weaviate_config.py
index aa81c870f6..6f4fccaa7f 100644
--- a/api/configs/middleware/vdb/weaviate_config.py
+++ b/api/configs/middleware/vdb/weaviate_config.py
@@ -31,3 +31,8 @@ class WeaviateConfig(BaseSettings):
description="Number of objects to be processed in a single batch operation (default is 100)",
default=100,
)
+
+ WEAVIATE_TOKENIZATION: str | None = Field(
+ description="Tokenization for Weaviate (default is word)",
+ default="word",
+ )
diff --git a/api/controllers/console/admin.py b/api/controllers/console/admin.py
index 2c4d8709eb..da9282cd0c 100644
--- a/api/controllers/console/admin.py
+++ b/api/controllers/console/admin.py
@@ -12,7 +12,7 @@ P = ParamSpec("P")
R = TypeVar("R")
from configs import dify_config
from constants.languages import supported_language
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.wraps import only_edition_cloud
from extensions.ext_database import db
from libs.token import extract_access_token
@@ -38,10 +38,10 @@ def admin_required(view: Callable[P, R]):
@console_ns.route("/admin/insert-explore-apps")
class InsertExploreAppListApi(Resource):
- @api.doc("insert_explore_app")
- @api.doc(description="Insert or update an app in the explore list")
- @api.expect(
- api.model(
+ @console_ns.doc("insert_explore_app")
+ @console_ns.doc(description="Insert or update an app in the explore list")
+ @console_ns.expect(
+ console_ns.model(
"InsertExploreAppRequest",
{
"app_id": fields.String(required=True, description="Application ID"),
@@ -55,9 +55,9 @@ class InsertExploreAppListApi(Resource):
},
)
)
- @api.response(200, "App updated successfully")
- @api.response(201, "App inserted successfully")
- @api.response(404, "App not found")
+ @console_ns.response(200, "App updated successfully")
+ @console_ns.response(201, "App inserted successfully")
+ @console_ns.response(404, "App not found")
@only_edition_cloud
@admin_required
def post(self):
@@ -131,10 +131,10 @@ class InsertExploreAppListApi(Resource):
@console_ns.route("/admin/insert-explore-apps/")
class InsertExploreAppApi(Resource):
- @api.doc("delete_explore_app")
- @api.doc(description="Remove an app from the explore list")
- @api.doc(params={"app_id": "Application ID to remove"})
- @api.response(204, "App removed successfully")
+ @console_ns.doc("delete_explore_app")
+ @console_ns.doc(description="Remove an app from the explore list")
+ @console_ns.doc(params={"app_id": "Application ID to remove"})
+ @console_ns.response(204, "App removed successfully")
@only_edition_cloud
@admin_required
def delete(self, app_id):
diff --git a/api/controllers/console/apikey.py b/api/controllers/console/apikey.py
index 4f04af7932..9b0d4b1a78 100644
--- a/api/controllers/console/apikey.py
+++ b/api/controllers/console/apikey.py
@@ -11,7 +11,7 @@ from libs.login import current_account_with_tenant, login_required
from models.dataset import Dataset
from models.model import ApiToken, App
-from . import api, console_ns
+from . import console_ns
from .wraps import account_initialization_required, edit_permission_required, setup_required
api_key_fields = {
@@ -24,6 +24,12 @@ api_key_fields = {
api_key_list = {"data": fields.List(fields.Nested(api_key_fields), attribute="items")}
+api_key_item_model = console_ns.model("ApiKeyItem", api_key_fields)
+
+api_key_list_model = console_ns.model(
+ "ApiKeyList", {"data": fields.List(fields.Nested(api_key_item_model), attribute="items")}
+)
+
def _get_resource(resource_id, tenant_id, resource_model):
if resource_model == App:
@@ -52,7 +58,7 @@ class BaseApiKeyListResource(Resource):
token_prefix: str | None = None
max_keys = 10
- @marshal_with(api_key_list)
+ @marshal_with(api_key_list_model)
def get(self, resource_id):
assert self.resource_id_field is not None, "resource_id_field must be set"
resource_id = str(resource_id)
@@ -66,7 +72,7 @@ class BaseApiKeyListResource(Resource):
).all()
return {"items": keys}
- @marshal_with(api_key_fields)
+ @marshal_with(api_key_item_model)
@edit_permission_required
def post(self, resource_id):
assert self.resource_id_field is not None, "resource_id_field must be set"
@@ -104,14 +110,11 @@ class BaseApiKeyResource(Resource):
resource_model: type | None = None
resource_id_field: str | None = None
- def delete(self, resource_id, api_key_id):
+ def delete(self, resource_id: str, api_key_id: str):
assert self.resource_id_field is not None, "resource_id_field must be set"
- resource_id = str(resource_id)
- api_key_id = str(api_key_id)
current_user, current_tenant_id = current_account_with_tenant()
_get_resource(resource_id, current_tenant_id, self.resource_model)
- # The role of the current user in the ta table must be admin or owner
if not current_user.is_admin_or_owner:
raise Forbidden()
@@ -136,20 +139,20 @@ class BaseApiKeyResource(Resource):
@console_ns.route("/apps//api-keys")
class AppApiKeyListResource(BaseApiKeyListResource):
- @api.doc("get_app_api_keys")
- @api.doc(description="Get all API keys for an app")
- @api.doc(params={"resource_id": "App ID"})
- @api.response(200, "Success", api_key_list)
- def get(self, resource_id):
+ @console_ns.doc("get_app_api_keys")
+ @console_ns.doc(description="Get all API keys for an app")
+ @console_ns.doc(params={"resource_id": "App ID"})
+ @console_ns.response(200, "Success", api_key_list_model)
+ def get(self, resource_id): # type: ignore
"""Get all API keys for an app"""
return super().get(resource_id)
- @api.doc("create_app_api_key")
- @api.doc(description="Create a new API key for an app")
- @api.doc(params={"resource_id": "App ID"})
- @api.response(201, "API key created successfully", api_key_fields)
- @api.response(400, "Maximum keys exceeded")
- def post(self, resource_id):
+ @console_ns.doc("create_app_api_key")
+ @console_ns.doc(description="Create a new API key for an app")
+ @console_ns.doc(params={"resource_id": "App ID"})
+ @console_ns.response(201, "API key created successfully", api_key_item_model)
+ @console_ns.response(400, "Maximum keys exceeded")
+ def post(self, resource_id): # type: ignore
"""Create a new API key for an app"""
return super().post(resource_id)
@@ -161,10 +164,10 @@ class AppApiKeyListResource(BaseApiKeyListResource):
@console_ns.route("/apps//api-keys/")
class AppApiKeyResource(BaseApiKeyResource):
- @api.doc("delete_app_api_key")
- @api.doc(description="Delete an API key for an app")
- @api.doc(params={"resource_id": "App ID", "api_key_id": "API key ID"})
- @api.response(204, "API key deleted successfully")
+ @console_ns.doc("delete_app_api_key")
+ @console_ns.doc(description="Delete an API key for an app")
+ @console_ns.doc(params={"resource_id": "App ID", "api_key_id": "API key ID"})
+ @console_ns.response(204, "API key deleted successfully")
def delete(self, resource_id, api_key_id):
"""Delete an API key for an app"""
return super().delete(resource_id, api_key_id)
@@ -176,20 +179,20 @@ class AppApiKeyResource(BaseApiKeyResource):
@console_ns.route("/datasets//api-keys")
class DatasetApiKeyListResource(BaseApiKeyListResource):
- @api.doc("get_dataset_api_keys")
- @api.doc(description="Get all API keys for a dataset")
- @api.doc(params={"resource_id": "Dataset ID"})
- @api.response(200, "Success", api_key_list)
- def get(self, resource_id):
+ @console_ns.doc("get_dataset_api_keys")
+ @console_ns.doc(description="Get all API keys for a dataset")
+ @console_ns.doc(params={"resource_id": "Dataset ID"})
+ @console_ns.response(200, "Success", api_key_list_model)
+ def get(self, resource_id): # type: ignore
"""Get all API keys for a dataset"""
return super().get(resource_id)
- @api.doc("create_dataset_api_key")
- @api.doc(description="Create a new API key for a dataset")
- @api.doc(params={"resource_id": "Dataset ID"})
- @api.response(201, "API key created successfully", api_key_fields)
- @api.response(400, "Maximum keys exceeded")
- def post(self, resource_id):
+ @console_ns.doc("create_dataset_api_key")
+ @console_ns.doc(description="Create a new API key for a dataset")
+ @console_ns.doc(params={"resource_id": "Dataset ID"})
+ @console_ns.response(201, "API key created successfully", api_key_item_model)
+ @console_ns.response(400, "Maximum keys exceeded")
+ def post(self, resource_id): # type: ignore
"""Create a new API key for a dataset"""
return super().post(resource_id)
@@ -201,10 +204,10 @@ class DatasetApiKeyListResource(BaseApiKeyListResource):
@console_ns.route("/datasets//api-keys/")
class DatasetApiKeyResource(BaseApiKeyResource):
- @api.doc("delete_dataset_api_key")
- @api.doc(description="Delete an API key for a dataset")
- @api.doc(params={"resource_id": "Dataset ID", "api_key_id": "API key ID"})
- @api.response(204, "API key deleted successfully")
+ @console_ns.doc("delete_dataset_api_key")
+ @console_ns.doc(description="Delete an API key for a dataset")
+ @console_ns.doc(params={"resource_id": "Dataset ID", "api_key_id": "API key ID"})
+ @console_ns.response(204, "API key deleted successfully")
def delete(self, resource_id, api_key_id):
"""Delete an API key for a dataset"""
return super().delete(resource_id, api_key_id)
diff --git a/api/controllers/console/app/advanced_prompt_template.py b/api/controllers/console/app/advanced_prompt_template.py
index 075345d860..0ca163d2a5 100644
--- a/api/controllers/console/app/advanced_prompt_template.py
+++ b/api/controllers/console/app/advanced_prompt_template.py
@@ -1,6 +1,6 @@
from flask_restx import Resource, fields, reqparse
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.wraps import account_initialization_required, setup_required
from libs.login import login_required
from services.advanced_prompt_template_service import AdvancedPromptTemplateService
@@ -16,13 +16,13 @@ parser = (
@console_ns.route("/app/prompt-templates")
class AdvancedPromptTemplateList(Resource):
- @api.doc("get_advanced_prompt_templates")
- @api.doc(description="Get advanced prompt templates based on app mode and model configuration")
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("get_advanced_prompt_templates")
+ @console_ns.doc(description="Get advanced prompt templates based on app mode and model configuration")
+ @console_ns.expect(parser)
+ @console_ns.response(
200, "Prompt templates retrieved successfully", fields.List(fields.Raw(description="Prompt template data"))
)
- @api.response(400, "Invalid request parameters")
+ @console_ns.response(400, "Invalid request parameters")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/app/agent.py b/api/controllers/console/app/agent.py
index fde28fdb98..7e31d0a844 100644
--- a/api/controllers/console/app/agent.py
+++ b/api/controllers/console/app/agent.py
@@ -1,6 +1,6 @@
from flask_restx import Resource, fields, reqparse
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from libs.helper import uuid_value
@@ -17,12 +17,14 @@ parser = (
@console_ns.route("/apps//agent/logs")
class AgentLogApi(Resource):
- @api.doc("get_agent_logs")
- @api.doc(description="Get agent execution logs for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(200, "Agent logs retrieved successfully", fields.List(fields.Raw(description="Agent log entries")))
- @api.response(400, "Invalid request parameters")
+ @console_ns.doc("get_agent_logs")
+ @console_ns.doc(description="Get agent execution logs for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(
+ 200, "Agent logs retrieved successfully", fields.List(fields.Raw(description="Agent log entries"))
+ )
+ @console_ns.response(400, "Invalid request parameters")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/app/annotation.py b/api/controllers/console/app/annotation.py
index bc4113b5c7..edf0cc2cec 100644
--- a/api/controllers/console/app/annotation.py
+++ b/api/controllers/console/app/annotation.py
@@ -4,7 +4,7 @@ from flask import request
from flask_restx import Resource, fields, marshal, marshal_with, reqparse
from controllers.common.errors import NoFileUploadedError, TooManyFilesError
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.wraps import (
account_initialization_required,
cloud_edition_billing_resource_check,
@@ -15,6 +15,7 @@ from extensions.ext_redis import redis_client
from fields.annotation_fields import (
annotation_fields,
annotation_hit_history_fields,
+ build_annotation_model,
)
from libs.helper import uuid_value
from libs.login import login_required
@@ -23,11 +24,11 @@ from services.annotation_service import AppAnnotationService
@console_ns.route("/apps//annotation-reply/")
class AnnotationReplyActionApi(Resource):
- @api.doc("annotation_reply_action")
- @api.doc(description="Enable or disable annotation reply for an app")
- @api.doc(params={"app_id": "Application ID", "action": "Action to perform (enable/disable)"})
- @api.expect(
- api.model(
+ @console_ns.doc("annotation_reply_action")
+ @console_ns.doc(description="Enable or disable annotation reply for an app")
+ @console_ns.doc(params={"app_id": "Application ID", "action": "Action to perform (enable/disable)"})
+ @console_ns.expect(
+ console_ns.model(
"AnnotationReplyActionRequest",
{
"score_threshold": fields.Float(required=True, description="Score threshold for annotation matching"),
@@ -36,8 +37,8 @@ class AnnotationReplyActionApi(Resource):
},
)
)
- @api.response(200, "Action completed successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Action completed successfully")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@@ -61,11 +62,11 @@ class AnnotationReplyActionApi(Resource):
@console_ns.route("/apps//annotation-setting")
class AppAnnotationSettingDetailApi(Resource):
- @api.doc("get_annotation_setting")
- @api.doc(description="Get annotation settings for an app")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Annotation settings retrieved successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.doc("get_annotation_setting")
+ @console_ns.doc(description="Get annotation settings for an app")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Annotation settings retrieved successfully")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@@ -78,11 +79,11 @@ class AppAnnotationSettingDetailApi(Resource):
@console_ns.route("/apps//annotation-settings/")
class AppAnnotationSettingUpdateApi(Resource):
- @api.doc("update_annotation_setting")
- @api.doc(description="Update annotation settings for an app")
- @api.doc(params={"app_id": "Application ID", "annotation_setting_id": "Annotation setting ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_annotation_setting")
+ @console_ns.doc(description="Update annotation settings for an app")
+ @console_ns.doc(params={"app_id": "Application ID", "annotation_setting_id": "Annotation setting ID"})
+ @console_ns.expect(
+ console_ns.model(
"AnnotationSettingUpdateRequest",
{
"score_threshold": fields.Float(required=True, description="Score threshold"),
@@ -91,8 +92,8 @@ class AppAnnotationSettingUpdateApi(Resource):
},
)
)
- @api.response(200, "Settings updated successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Settings updated successfully")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@@ -110,11 +111,11 @@ class AppAnnotationSettingUpdateApi(Resource):
@console_ns.route("/apps//annotation-reply//status/")
class AnnotationReplyActionStatusApi(Resource):
- @api.doc("get_annotation_reply_action_status")
- @api.doc(description="Get status of annotation reply action job")
- @api.doc(params={"app_id": "Application ID", "job_id": "Job ID", "action": "Action type"})
- @api.response(200, "Job status retrieved successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.doc("get_annotation_reply_action_status")
+ @console_ns.doc(description="Get status of annotation reply action job")
+ @console_ns.doc(params={"app_id": "Application ID", "job_id": "Job ID", "action": "Action type"})
+ @console_ns.response(200, "Job status retrieved successfully")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@@ -138,17 +139,17 @@ class AnnotationReplyActionStatusApi(Resource):
@console_ns.route("/apps//annotations")
class AnnotationApi(Resource):
- @api.doc("list_annotations")
- @api.doc(description="Get annotations for an app with pagination")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.parser()
+ @console_ns.doc("list_annotations")
+ @console_ns.doc(description="Get annotations for an app with pagination")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("page", type=int, location="args", default=1, help="Page number")
.add_argument("limit", type=int, location="args", default=20, help="Page size")
.add_argument("keyword", type=str, location="args", default="", help="Search keyword")
)
- @api.response(200, "Annotations retrieved successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Annotations retrieved successfully")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@@ -169,11 +170,11 @@ class AnnotationApi(Resource):
}
return response, 200
- @api.doc("create_annotation")
- @api.doc(description="Create a new annotation for an app")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("create_annotation")
+ @console_ns.doc(description="Create a new annotation for an app")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"CreateAnnotationRequest",
{
"message_id": fields.String(description="Message ID (optional)"),
@@ -184,8 +185,8 @@ class AnnotationApi(Resource):
},
)
)
- @api.response(201, "Annotation created successfully", annotation_fields)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(201, "Annotation created successfully", build_annotation_model(console_ns))
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@@ -235,11 +236,15 @@ class AnnotationApi(Resource):
@console_ns.route("/apps//annotations/export")
class AnnotationExportApi(Resource):
- @api.doc("export_annotations")
- @api.doc(description="Export all annotations for an app")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Annotations exported successfully", fields.List(fields.Nested(annotation_fields)))
- @api.response(403, "Insufficient permissions")
+ @console_ns.doc("export_annotations")
+ @console_ns.doc(description="Export all annotations for an app")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(
+ 200,
+ "Annotations exported successfully",
+ console_ns.model("AnnotationList", {"data": fields.List(fields.Nested(build_annotation_model(console_ns)))}),
+ )
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@@ -260,13 +265,13 @@ parser = (
@console_ns.route("/apps//annotations/")
class AnnotationUpdateDeleteApi(Resource):
- @api.doc("update_delete_annotation")
- @api.doc(description="Update or delete an annotation")
- @api.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
- @api.response(200, "Annotation updated successfully", annotation_fields)
- @api.response(204, "Annotation deleted successfully")
- @api.response(403, "Insufficient permissions")
- @api.expect(parser)
+ @console_ns.doc("update_delete_annotation")
+ @console_ns.doc(description="Update or delete an annotation")
+ @console_ns.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
+ @console_ns.response(200, "Annotation updated successfully", build_annotation_model(console_ns))
+ @console_ns.response(204, "Annotation deleted successfully")
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.expect(parser)
@setup_required
@login_required
@account_initialization_required
@@ -293,12 +298,12 @@ class AnnotationUpdateDeleteApi(Resource):
@console_ns.route("/apps//annotations/batch-import")
class AnnotationBatchImportApi(Resource):
- @api.doc("batch_import_annotations")
- @api.doc(description="Batch import annotations from CSV file")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Batch import started successfully")
- @api.response(403, "Insufficient permissions")
- @api.response(400, "No file uploaded or too many files")
+ @console_ns.doc("batch_import_annotations")
+ @console_ns.doc(description="Batch import annotations from CSV file")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Batch import started successfully")
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(400, "No file uploaded or too many files")
@setup_required
@login_required
@account_initialization_required
@@ -323,11 +328,11 @@ class AnnotationBatchImportApi(Resource):
@console_ns.route("/apps//annotations/batch-import-status/")
class AnnotationBatchImportStatusApi(Resource):
- @api.doc("get_batch_import_status")
- @api.doc(description="Get status of batch import job")
- @api.doc(params={"app_id": "Application ID", "job_id": "Job ID"})
- @api.response(200, "Job status retrieved successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.doc("get_batch_import_status")
+ @console_ns.doc(description="Get status of batch import job")
+ @console_ns.doc(params={"app_id": "Application ID", "job_id": "Job ID"})
+ @console_ns.response(200, "Job status retrieved successfully")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@@ -350,18 +355,27 @@ class AnnotationBatchImportStatusApi(Resource):
@console_ns.route("/apps//annotations//hit-histories")
class AnnotationHitHistoryListApi(Resource):
- @api.doc("list_annotation_hit_histories")
- @api.doc(description="Get hit histories for an annotation")
- @api.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
- @api.expect(
- api.parser()
+ @console_ns.doc("list_annotation_hit_histories")
+ @console_ns.doc(description="Get hit histories for an annotation")
+ @console_ns.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("page", type=int, location="args", default=1, help="Page number")
.add_argument("limit", type=int, location="args", default=20, help="Page size")
)
- @api.response(
- 200, "Hit histories retrieved successfully", fields.List(fields.Nested(annotation_hit_history_fields))
+ @console_ns.response(
+ 200,
+ "Hit histories retrieved successfully",
+ console_ns.model(
+ "AnnotationHitHistoryList",
+ {
+ "data": fields.List(
+ fields.Nested(console_ns.model("AnnotationHitHistoryItem", annotation_hit_history_fields))
+ )
+ },
+ ),
)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/app/app.py b/api/controllers/console/app/app.py
index 0724a6355d..e6687de03e 100644
--- a/api/controllers/console/app/app.py
+++ b/api/controllers/console/app/app.py
@@ -3,21 +3,30 @@ import uuid
from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
from sqlalchemy import select
from sqlalchemy.orm import Session
-from werkzeug.exceptions import BadRequest, Forbidden, abort
+from werkzeug.exceptions import BadRequest, abort
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import (
account_initialization_required,
cloud_edition_billing_resource_check,
edit_permission_required,
enterprise_license_required,
+ is_admin_or_owner_required,
setup_required,
)
from core.ops.ops_trace_manager import OpsTraceManager
from core.workflow.enums import NodeType
from extensions.ext_database import db
-from fields.app_fields import app_detail_fields, app_detail_fields_with_site, app_pagination_fields
+from fields.app_fields import (
+ deleted_tool_fields,
+ model_config_fields,
+ model_config_partial_fields,
+ site_fields,
+ tag_fields,
+)
+from fields.workflow_fields import workflow_partial_fields as _workflow_partial_fields_dict
+from libs.helper import AppIconUrlField, TimestampField
from libs.login import current_account_with_tenant, login_required
from libs.validators import validate_description_length
from models import App, Workflow
@@ -28,13 +37,118 @@ from services.feature_service import FeatureService
ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register base models first
+tag_model = console_ns.model("Tag", tag_fields)
+
+workflow_partial_model = console_ns.model("WorkflowPartial", _workflow_partial_fields_dict)
+
+model_config_model = console_ns.model("ModelConfig", model_config_fields)
+
+model_config_partial_model = console_ns.model("ModelConfigPartial", model_config_partial_fields)
+
+deleted_tool_model = console_ns.model("DeletedTool", deleted_tool_fields)
+
+site_model = console_ns.model("Site", site_fields)
+
+app_partial_model = console_ns.model(
+ "AppPartial",
+ {
+ "id": fields.String,
+ "name": fields.String,
+ "max_active_requests": fields.Raw(),
+ "description": fields.String(attribute="desc_or_prompt"),
+ "mode": fields.String(attribute="mode_compatible_with_agent"),
+ "icon_type": fields.String,
+ "icon": fields.String,
+ "icon_background": fields.String,
+ "icon_url": AppIconUrlField,
+ "model_config": fields.Nested(model_config_partial_model, attribute="app_model_config", allow_null=True),
+ "workflow": fields.Nested(workflow_partial_model, allow_null=True),
+ "use_icon_as_answer_icon": fields.Boolean,
+ "created_by": fields.String,
+ "created_at": TimestampField,
+ "updated_by": fields.String,
+ "updated_at": TimestampField,
+ "tags": fields.List(fields.Nested(tag_model)),
+ "access_mode": fields.String,
+ "create_user_name": fields.String,
+ "author_name": fields.String,
+ "has_draft_trigger": fields.Boolean,
+ },
+)
+
+app_detail_model = console_ns.model(
+ "AppDetail",
+ {
+ "id": fields.String,
+ "name": fields.String,
+ "description": fields.String,
+ "mode": fields.String(attribute="mode_compatible_with_agent"),
+ "icon": fields.String,
+ "icon_background": fields.String,
+ "enable_site": fields.Boolean,
+ "enable_api": fields.Boolean,
+ "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
+ "workflow": fields.Nested(workflow_partial_model, allow_null=True),
+ "tracing": fields.Raw,
+ "use_icon_as_answer_icon": fields.Boolean,
+ "created_by": fields.String,
+ "created_at": TimestampField,
+ "updated_by": fields.String,
+ "updated_at": TimestampField,
+ "access_mode": fields.String,
+ "tags": fields.List(fields.Nested(tag_model)),
+ },
+)
+
+app_detail_with_site_model = console_ns.model(
+ "AppDetailWithSite",
+ {
+ "id": fields.String,
+ "name": fields.String,
+ "description": fields.String,
+ "mode": fields.String(attribute="mode_compatible_with_agent"),
+ "icon_type": fields.String,
+ "icon": fields.String,
+ "icon_background": fields.String,
+ "icon_url": AppIconUrlField,
+ "enable_site": fields.Boolean,
+ "enable_api": fields.Boolean,
+ "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
+ "workflow": fields.Nested(workflow_partial_model, allow_null=True),
+ "api_base_url": fields.String,
+ "use_icon_as_answer_icon": fields.Boolean,
+ "max_active_requests": fields.Integer,
+ "created_by": fields.String,
+ "created_at": TimestampField,
+ "updated_by": fields.String,
+ "updated_at": TimestampField,
+ "deleted_tools": fields.List(fields.Nested(deleted_tool_model)),
+ "access_mode": fields.String,
+ "tags": fields.List(fields.Nested(tag_model)),
+ "site": fields.Nested(site_model),
+ },
+)
+
+app_pagination_model = console_ns.model(
+ "AppPagination",
+ {
+ "page": fields.Integer,
+ "limit": fields.Integer(attribute="per_page"),
+ "total": fields.Integer,
+ "has_more": fields.Boolean(attribute="has_next"),
+ "data": fields.List(fields.Nested(app_partial_model), attribute="items"),
+ },
+)
+
@console_ns.route("/apps")
class AppListApi(Resource):
- @api.doc("list_apps")
- @api.doc(description="Get list of applications with pagination and filtering")
- @api.expect(
- api.parser()
+ @console_ns.doc("list_apps")
+ @console_ns.doc(description="Get list of applications with pagination and filtering")
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("page", type=int, location="args", help="Page number (1-99999)", default=1)
.add_argument("limit", type=int, location="args", help="Page size (1-100)", default=20)
.add_argument(
@@ -49,7 +163,7 @@ class AppListApi(Resource):
.add_argument("tag_ids", type=str, location="args", help="Comma-separated tag IDs")
.add_argument("is_created_by_me", type=bool, location="args", help="Filter by creator")
)
- @api.response(200, "Success", app_pagination_fields)
+ @console_ns.response(200, "Success", app_pagination_model)
@setup_required
@login_required
@account_initialization_required
@@ -136,12 +250,12 @@ class AppListApi(Resource):
for app in app_pagination.items:
app.has_draft_trigger = str(app.id) in draft_trigger_app_ids
- return marshal(app_pagination, app_pagination_fields), 200
+ return marshal(app_pagination, app_pagination_model), 200
- @api.doc("create_app")
- @api.doc(description="Create a new application")
- @api.expect(
- api.model(
+ @console_ns.doc("create_app")
+ @console_ns.doc(description="Create a new application")
+ @console_ns.expect(
+ console_ns.model(
"CreateAppRequest",
{
"name": fields.String(required=True, description="App name"),
@@ -153,13 +267,13 @@ class AppListApi(Resource):
},
)
)
- @api.response(201, "App created successfully", app_detail_fields)
- @api.response(403, "Insufficient permissions")
- @api.response(400, "Invalid request parameters")
+ @console_ns.response(201, "App created successfully", app_detail_model)
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(400, "Invalid request parameters")
@setup_required
@login_required
@account_initialization_required
- @marshal_with(app_detail_fields)
+ @marshal_with(app_detail_model)
@cloud_edition_billing_resource_check("apps")
@edit_permission_required
def post(self):
@@ -187,16 +301,16 @@ class AppListApi(Resource):
@console_ns.route("/apps/")
class AppApi(Resource):
- @api.doc("get_app_detail")
- @api.doc(description="Get application details")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Success", app_detail_fields_with_site)
+ @console_ns.doc("get_app_detail")
+ @console_ns.doc(description="Get application details")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Success", app_detail_with_site_model)
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
@get_app_model
- @marshal_with(app_detail_fields_with_site)
+ @marshal_with(app_detail_with_site_model)
def get(self, app_model):
"""Get app detail"""
app_service = AppService()
@@ -209,11 +323,11 @@ class AppApi(Resource):
return app_model
- @api.doc("update_app")
- @api.doc(description="Update application details")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_app")
+ @console_ns.doc(description="Update application details")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"UpdateAppRequest",
{
"name": fields.String(required=True, description="App name"),
@@ -226,15 +340,15 @@ class AppApi(Resource):
},
)
)
- @api.response(200, "App updated successfully", app_detail_fields_with_site)
- @api.response(403, "Insufficient permissions")
- @api.response(400, "Invalid request parameters")
+ @console_ns.response(200, "App updated successfully", app_detail_with_site_model)
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(400, "Invalid request parameters")
@setup_required
@login_required
@account_initialization_required
@get_app_model
@edit_permission_required
- @marshal_with(app_detail_fields_with_site)
+ @marshal_with(app_detail_with_site_model)
def put(self, app_model):
"""Update app"""
parser = (
@@ -250,10 +364,8 @@ class AppApi(Resource):
args = parser.parse_args()
app_service = AppService()
- # Construct ArgsDict from parsed arguments
- from services.app_service import AppService as AppServiceType
- args_dict: AppServiceType.ArgsDict = {
+ args_dict: AppService.ArgsDict = {
"name": args["name"],
"description": args.get("description", ""),
"icon_type": args.get("icon_type", ""),
@@ -266,11 +378,11 @@ class AppApi(Resource):
return app_model
- @api.doc("delete_app")
- @api.doc(description="Delete application")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(204, "App deleted successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.doc("delete_app")
+ @console_ns.doc(description="Delete application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(204, "App deleted successfully")
+ @console_ns.response(403, "Insufficient permissions")
@get_app_model
@setup_required
@login_required
@@ -286,11 +398,11 @@ class AppApi(Resource):
@console_ns.route("/apps//copy")
class AppCopyApi(Resource):
- @api.doc("copy_app")
- @api.doc(description="Create a copy of an existing application")
- @api.doc(params={"app_id": "Application ID to copy"})
- @api.expect(
- api.model(
+ @console_ns.doc("copy_app")
+ @console_ns.doc(description="Create a copy of an existing application")
+ @console_ns.doc(params={"app_id": "Application ID to copy"})
+ @console_ns.expect(
+ console_ns.model(
"CopyAppRequest",
{
"name": fields.String(description="Name for the copied app"),
@@ -301,14 +413,14 @@ class AppCopyApi(Resource):
},
)
)
- @api.response(201, "App copied successfully", app_detail_fields_with_site)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(201, "App copied successfully", app_detail_with_site_model)
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@get_app_model
@edit_permission_required
- @marshal_with(app_detail_fields_with_site)
+ @marshal_with(app_detail_with_site_model)
def post(self, app_model):
"""Copy app"""
# The role of the current user in the ta table must be admin, owner, or editor
@@ -347,20 +459,20 @@ class AppCopyApi(Resource):
@console_ns.route("/apps//export")
class AppExportApi(Resource):
- @api.doc("export_app")
- @api.doc(description="Export application configuration as DSL")
- @api.doc(params={"app_id": "Application ID to export"})
- @api.expect(
- api.parser()
+ @console_ns.doc("export_app")
+ @console_ns.doc(description="Export application configuration as DSL")
+ @console_ns.doc(params={"app_id": "Application ID to export"})
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("include_secret", type=bool, location="args", default=False, help="Include secrets in export")
.add_argument("workflow_id", type=str, location="args", help="Specific workflow ID to export")
)
- @api.response(
+ @console_ns.response(
200,
"App exported successfully",
- api.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
+ console_ns.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(403, "Insufficient permissions")
@get_app_model
@setup_required
@login_required
@@ -388,16 +500,16 @@ parser = reqparse.RequestParser().add_argument("name", type=str, required=True,
@console_ns.route("/apps//name")
class AppNameApi(Resource):
- @api.doc("check_app_name")
- @api.doc(description="Check if app name is available")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(200, "Name availability checked")
+ @console_ns.doc("check_app_name")
+ @console_ns.doc(description="Check if app name is available")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(200, "Name availability checked")
@setup_required
@login_required
@account_initialization_required
@get_app_model
- @marshal_with(app_detail_fields)
+ @marshal_with(app_detail_model)
@edit_permission_required
def post(self, app_model):
args = parser.parse_args()
@@ -410,11 +522,11 @@ class AppNameApi(Resource):
@console_ns.route("/apps//icon")
class AppIconApi(Resource):
- @api.doc("update_app_icon")
- @api.doc(description="Update application icon")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_app_icon")
+ @console_ns.doc(description="Update application icon")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"AppIconRequest",
{
"icon": fields.String(required=True, description="Icon data"),
@@ -423,13 +535,13 @@ class AppIconApi(Resource):
},
)
)
- @api.response(200, "Icon updated successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Icon updated successfully")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@get_app_model
- @marshal_with(app_detail_fields)
+ @marshal_with(app_detail_model)
@edit_permission_required
def post(self, app_model):
parser = (
@@ -447,21 +559,21 @@ class AppIconApi(Resource):
@console_ns.route("/apps//site-enable")
class AppSiteStatus(Resource):
- @api.doc("update_app_site_status")
- @api.doc(description="Enable or disable app site")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_app_site_status")
+ @console_ns.doc(description="Enable or disable app site")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"AppSiteStatusRequest", {"enable_site": fields.Boolean(required=True, description="Enable or disable site")}
)
)
- @api.response(200, "Site status updated successfully", app_detail_fields)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Site status updated successfully", app_detail_model)
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@get_app_model
- @marshal_with(app_detail_fields)
+ @marshal_with(app_detail_model)
@edit_permission_required
def post(self, app_model):
parser = reqparse.RequestParser().add_argument("enable_site", type=bool, required=True, location="json")
@@ -475,27 +587,23 @@ class AppSiteStatus(Resource):
@console_ns.route("/apps//api-enable")
class AppApiStatus(Resource):
- @api.doc("update_app_api_status")
- @api.doc(description="Enable or disable app API")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_app_api_status")
+ @console_ns.doc(description="Enable or disable app API")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"AppApiStatusRequest", {"enable_api": fields.Boolean(required=True, description="Enable or disable API")}
)
)
- @api.response(200, "API status updated successfully", app_detail_fields)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "API status updated successfully", app_detail_model)
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
@get_app_model
- @marshal_with(app_detail_fields)
+ @marshal_with(app_detail_model)
def post(self, app_model):
- # The role of the current user in the ta table must be admin or owner
- current_user, _ = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
parser = reqparse.RequestParser().add_argument("enable_api", type=bool, required=True, location="json")
args = parser.parse_args()
@@ -507,10 +615,10 @@ class AppApiStatus(Resource):
@console_ns.route("/apps//trace")
class AppTraceApi(Resource):
- @api.doc("get_app_trace")
- @api.doc(description="Get app tracing configuration")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Trace configuration retrieved successfully")
+ @console_ns.doc("get_app_trace")
+ @console_ns.doc(description="Get app tracing configuration")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Trace configuration retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -520,11 +628,11 @@ class AppTraceApi(Resource):
return app_trace_config
- @api.doc("update_app_trace")
- @api.doc(description="Update app tracing configuration")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_app_trace")
+ @console_ns.doc(description="Update app tracing configuration")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"AppTraceRequest",
{
"enabled": fields.Boolean(required=True, description="Enable or disable tracing"),
@@ -532,8 +640,8 @@ class AppTraceApi(Resource):
},
)
)
- @api.response(200, "Trace configuration updated successfully")
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Trace configuration updated successfully")
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/app/app_import.py b/api/controllers/console/app/app_import.py
index 02dbd42515..1b02edd489 100644
--- a/api/controllers/console/app/app_import.py
+++ b/api/controllers/console/app/app_import.py
@@ -1,7 +1,6 @@
-from flask_restx import Resource, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal_with, reqparse
from sqlalchemy.orm import Session
-from controllers.console import api
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import (
account_initialization_required,
@@ -10,7 +9,11 @@ from controllers.console.wraps import (
setup_required,
)
from extensions.ext_database import db
-from fields.app_fields import app_import_check_dependencies_fields, app_import_fields
+from fields.app_fields import (
+ app_import_check_dependencies_fields,
+ app_import_fields,
+ leaked_dependency_fields,
+)
from libs.login import current_account_with_tenant, login_required
from models.model import App
from services.app_dsl_service import AppDslService, ImportStatus
@@ -19,6 +22,19 @@ from services.feature_service import FeatureService
from .. import console_ns
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register base model first
+leaked_dependency_model = console_ns.model("LeakedDependency", leaked_dependency_fields)
+
+app_import_model = console_ns.model("AppImport", app_import_fields)
+
+# For nested models, need to replace nested dict with registered model
+app_import_check_dependencies_fields_copy = app_import_check_dependencies_fields.copy()
+app_import_check_dependencies_fields_copy["leaked_dependencies"] = fields.List(fields.Nested(leaked_dependency_model))
+app_import_check_dependencies_model = console_ns.model(
+ "AppImportCheckDependencies", app_import_check_dependencies_fields_copy
+)
+
parser = (
reqparse.RequestParser()
.add_argument("mode", type=str, required=True, location="json")
@@ -35,11 +51,11 @@ parser = (
@console_ns.route("/apps/imports")
class AppImportApi(Resource):
- @api.expect(parser)
+ @console_ns.expect(parser)
@setup_required
@login_required
@account_initialization_required
- @marshal_with(app_import_fields)
+ @marshal_with(app_import_model)
@cloud_edition_billing_resource_check("apps")
@edit_permission_required
def post(self):
@@ -82,7 +98,7 @@ class AppImportConfirmApi(Resource):
@setup_required
@login_required
@account_initialization_required
- @marshal_with(app_import_fields)
+ @marshal_with(app_import_model)
@edit_permission_required
def post(self, import_id):
# Check user role first
@@ -108,7 +124,7 @@ class AppImportCheckDependenciesApi(Resource):
@login_required
@get_app_model
@account_initialization_required
- @marshal_with(app_import_check_dependencies_fields)
+ @marshal_with(app_import_check_dependencies_model)
@edit_permission_required
def get(self, app_model: App):
with Session(db.engine) as session:
diff --git a/api/controllers/console/app/audio.py b/api/controllers/console/app/audio.py
index 8170ba271a..86446f1164 100644
--- a/api/controllers/console/app/audio.py
+++ b/api/controllers/console/app/audio.py
@@ -5,7 +5,7 @@ from flask_restx import Resource, fields, reqparse
from werkzeug.exceptions import InternalServerError
import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import (
AppUnavailableError,
AudioTooLargeError,
@@ -36,16 +36,16 @@ logger = logging.getLogger(__name__)
@console_ns.route("/apps//audio-to-text")
class ChatMessageAudioApi(Resource):
- @api.doc("chat_message_audio_transcript")
- @api.doc(description="Transcript audio to text for chat messages")
- @api.doc(params={"app_id": "App ID"})
- @api.response(
+ @console_ns.doc("chat_message_audio_transcript")
+ @console_ns.doc(description="Transcript audio to text for chat messages")
+ @console_ns.doc(params={"app_id": "App ID"})
+ @console_ns.response(
200,
"Audio transcription successful",
- api.model("AudioTranscriptResponse", {"text": fields.String(description="Transcribed text from audio")}),
+ console_ns.model("AudioTranscriptResponse", {"text": fields.String(description="Transcribed text from audio")}),
)
- @api.response(400, "Bad request - No audio uploaded or unsupported type")
- @api.response(413, "Audio file too large")
+ @console_ns.response(400, "Bad request - No audio uploaded or unsupported type")
+ @console_ns.response(413, "Audio file too large")
@setup_required
@login_required
@account_initialization_required
@@ -89,11 +89,11 @@ class ChatMessageAudioApi(Resource):
@console_ns.route("/apps//text-to-audio")
class ChatMessageTextApi(Resource):
- @api.doc("chat_message_text_to_speech")
- @api.doc(description="Convert text to speech for chat messages")
- @api.doc(params={"app_id": "App ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("chat_message_text_to_speech")
+ @console_ns.doc(description="Convert text to speech for chat messages")
+ @console_ns.doc(params={"app_id": "App ID"})
+ @console_ns.expect(
+ console_ns.model(
"TextToSpeechRequest",
{
"message_id": fields.String(description="Message ID"),
@@ -103,8 +103,8 @@ class ChatMessageTextApi(Resource):
},
)
)
- @api.response(200, "Text to speech conversion successful")
- @api.response(400, "Bad request - Invalid parameters")
+ @console_ns.response(200, "Text to speech conversion successful")
+ @console_ns.response(400, "Bad request - Invalid parameters")
@get_app_model
@setup_required
@login_required
@@ -156,12 +156,16 @@ class ChatMessageTextApi(Resource):
@console_ns.route("/apps//text-to-audio/voices")
class TextModesApi(Resource):
- @api.doc("get_text_to_speech_voices")
- @api.doc(description="Get available TTS voices for a specific language")
- @api.doc(params={"app_id": "App ID"})
- @api.expect(api.parser().add_argument("language", type=str, required=True, location="args", help="Language code"))
- @api.response(200, "TTS voices retrieved successfully", fields.List(fields.Raw(description="Available voices")))
- @api.response(400, "Invalid language parameter")
+ @console_ns.doc("get_text_to_speech_voices")
+ @console_ns.doc(description="Get available TTS voices for a specific language")
+ @console_ns.doc(params={"app_id": "App ID"})
+ @console_ns.expect(
+ console_ns.parser().add_argument("language", type=str, required=True, location="args", help="Language code")
+ )
+ @console_ns.response(
+ 200, "TTS voices retrieved successfully", fields.List(fields.Raw(description="Available voices"))
+ )
+ @console_ns.response(400, "Invalid language parameter")
@get_app_model
@setup_required
@login_required
diff --git a/api/controllers/console/app/completion.py b/api/controllers/console/app/completion.py
index d7bc3cc20d..2f8429f2ff 100644
--- a/api/controllers/console/app/completion.py
+++ b/api/controllers/console/app/completion.py
@@ -5,7 +5,7 @@ from flask_restx import Resource, fields, reqparse
from werkzeug.exceptions import InternalServerError, NotFound
import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import (
AppUnavailableError,
CompletionRequestError,
@@ -17,7 +17,6 @@ from controllers.console.app.error import (
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
-from core.app.apps.base_app_queue_manager import AppQueueManager
from core.app.entities.app_invoke_entities import InvokeFrom
from core.errors.error import (
ModelCurrentlyNotSupportError,
@@ -32,6 +31,7 @@ from libs.login import current_user, login_required
from models import Account
from models.model import AppMode
from services.app_generate_service import AppGenerateService
+from services.app_task_service import AppTaskService
from services.errors.llm import InvokeRateLimitError
logger = logging.getLogger(__name__)
@@ -40,11 +40,11 @@ logger = logging.getLogger(__name__)
# define completion message api for user
@console_ns.route("/apps//completion-messages")
class CompletionMessageApi(Resource):
- @api.doc("create_completion_message")
- @api.doc(description="Generate completion message for debugging")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("create_completion_message")
+ @console_ns.doc(description="Generate completion message for debugging")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"CompletionMessageRequest",
{
"inputs": fields.Raw(required=True, description="Input variables"),
@@ -56,9 +56,9 @@ class CompletionMessageApi(Resource):
},
)
)
- @api.response(200, "Completion generated successfully")
- @api.response(400, "Invalid request parameters")
- @api.response(404, "App not found")
+ @console_ns.response(200, "Completion generated successfully")
+ @console_ns.response(400, "Invalid request parameters")
+ @console_ns.response(404, "App not found")
@setup_required
@login_required
@account_initialization_required
@@ -110,10 +110,10 @@ class CompletionMessageApi(Resource):
@console_ns.route("/apps//completion-messages//stop")
class CompletionMessageStopApi(Resource):
- @api.doc("stop_completion_message")
- @api.doc(description="Stop a running completion message generation")
- @api.doc(params={"app_id": "Application ID", "task_id": "Task ID to stop"})
- @api.response(200, "Task stopped successfully")
+ @console_ns.doc("stop_completion_message")
+ @console_ns.doc(description="Stop a running completion message generation")
+ @console_ns.doc(params={"app_id": "Application ID", "task_id": "Task ID to stop"})
+ @console_ns.response(200, "Task stopped successfully")
@setup_required
@login_required
@account_initialization_required
@@ -121,18 +121,24 @@ class CompletionMessageStopApi(Resource):
def post(self, app_model, task_id):
if not isinstance(current_user, Account):
raise ValueError("current_user must be an Account instance")
- AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
+
+ AppTaskService.stop_task(
+ task_id=task_id,
+ invoke_from=InvokeFrom.DEBUGGER,
+ user_id=current_user.id,
+ app_mode=AppMode.value_of(app_model.mode),
+ )
return {"result": "success"}, 200
@console_ns.route("/apps//chat-messages")
class ChatMessageApi(Resource):
- @api.doc("create_chat_message")
- @api.doc(description="Generate chat message for debugging")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("create_chat_message")
+ @console_ns.doc(description="Generate chat message for debugging")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"ChatMessageRequest",
{
"inputs": fields.Raw(required=True, description="Input variables"),
@@ -146,9 +152,9 @@ class ChatMessageApi(Resource):
},
)
)
- @api.response(200, "Chat message generated successfully")
- @api.response(400, "Invalid request parameters")
- @api.response(404, "App or conversation not found")
+ @console_ns.response(200, "Chat message generated successfully")
+ @console_ns.response(400, "Invalid request parameters")
+ @console_ns.response(404, "App or conversation not found")
@setup_required
@login_required
@account_initialization_required
@@ -209,10 +215,10 @@ class ChatMessageApi(Resource):
@console_ns.route("/apps//chat-messages//stop")
class ChatMessageStopApi(Resource):
- @api.doc("stop_chat_message")
- @api.doc(description="Stop a running chat message generation")
- @api.doc(params={"app_id": "Application ID", "task_id": "Task ID to stop"})
- @api.response(200, "Task stopped successfully")
+ @console_ns.doc("stop_chat_message")
+ @console_ns.doc(description="Stop a running chat message generation")
+ @console_ns.doc(params={"app_id": "Application ID", "task_id": "Task ID to stop"})
+ @console_ns.response(200, "Task stopped successfully")
@setup_required
@login_required
@account_initialization_required
@@ -220,6 +226,12 @@ class ChatMessageStopApi(Resource):
def post(self, app_model, task_id):
if not isinstance(current_user, Account):
raise ValueError("current_user must be an Account instance")
- AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
+
+ AppTaskService.stop_task(
+ task_id=task_id,
+ invoke_from=InvokeFrom.DEBUGGER,
+ user_id=current_user.id,
+ app_mode=AppMode.value_of(app_model.mode),
+ )
return {"result": "success"}, 200
diff --git a/api/controllers/console/app/conversation.py b/api/controllers/console/app/conversation.py
index 57b6c314f3..3d92c46756 100644
--- a/api/controllers/console/app/conversation.py
+++ b/api/controllers/console/app/conversation.py
@@ -1,38 +1,290 @@
import sqlalchemy as sa
from flask import abort
-from flask_restx import Resource, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal_with, reqparse
from flask_restx.inputs import int_range
from sqlalchemy import func, or_
from sqlalchemy.orm import joinedload
from werkzeug.exceptions import NotFound
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
from core.app.entities.app_invoke_entities import InvokeFrom
from extensions.ext_database import db
-from fields.conversation_fields import (
- conversation_detail_fields,
- conversation_message_detail_fields,
- conversation_pagination_fields,
- conversation_with_summary_pagination_fields,
-)
+from fields.conversation_fields import MessageTextField
+from fields.raws import FilesContainedField
from libs.datetime_utils import naive_utc_now, parse_time_range
-from libs.helper import DatetimeString
+from libs.helper import DatetimeString, TimestampField
from libs.login import current_account_with_tenant, login_required
from models import Conversation, EndUser, Message, MessageAnnotation
from models.model import AppMode
from services.conversation_service import ConversationService
from services.errors.conversation import ConversationNotExistsError
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register in dependency order: base models first, then dependent models
+
+# Base models
+simple_account_model = console_ns.model(
+ "SimpleAccount",
+ {
+ "id": fields.String,
+ "name": fields.String,
+ "email": fields.String,
+ },
+)
+
+feedback_stat_model = console_ns.model(
+ "FeedbackStat",
+ {
+ "like": fields.Integer,
+ "dislike": fields.Integer,
+ },
+)
+
+status_count_model = console_ns.model(
+ "StatusCount",
+ {
+ "success": fields.Integer,
+ "failed": fields.Integer,
+ "partial_success": fields.Integer,
+ },
+)
+
+message_file_model = console_ns.model(
+ "MessageFile",
+ {
+ "id": fields.String,
+ "filename": fields.String,
+ "type": fields.String,
+ "url": fields.String,
+ "mime_type": fields.String,
+ "size": fields.Integer,
+ "transfer_method": fields.String,
+ "belongs_to": fields.String(default="user"),
+ "upload_file_id": fields.String(default=None),
+ },
+)
+
+agent_thought_model = console_ns.model(
+ "AgentThought",
+ {
+ "id": fields.String,
+ "chain_id": fields.String,
+ "message_id": fields.String,
+ "position": fields.Integer,
+ "thought": fields.String,
+ "tool": fields.String,
+ "tool_labels": fields.Raw,
+ "tool_input": fields.String,
+ "created_at": TimestampField,
+ "observation": fields.String,
+ "files": fields.List(fields.String),
+ },
+)
+
+simple_model_config_model = console_ns.model(
+ "SimpleModelConfig",
+ {
+ "model": fields.Raw(attribute="model_dict"),
+ "pre_prompt": fields.String,
+ },
+)
+
+model_config_model = console_ns.model(
+ "ModelConfig",
+ {
+ "opening_statement": fields.String,
+ "suggested_questions": fields.Raw,
+ "model": fields.Raw,
+ "user_input_form": fields.Raw,
+ "pre_prompt": fields.String,
+ "agent_mode": fields.Raw,
+ },
+)
+
+# Models that depend on simple_account_model
+feedback_model = console_ns.model(
+ "Feedback",
+ {
+ "rating": fields.String,
+ "content": fields.String,
+ "from_source": fields.String,
+ "from_end_user_id": fields.String,
+ "from_account": fields.Nested(simple_account_model, allow_null=True),
+ },
+)
+
+annotation_model = console_ns.model(
+ "Annotation",
+ {
+ "id": fields.String,
+ "question": fields.String,
+ "content": fields.String,
+ "account": fields.Nested(simple_account_model, allow_null=True),
+ "created_at": TimestampField,
+ },
+)
+
+annotation_hit_history_model = console_ns.model(
+ "AnnotationHitHistory",
+ {
+ "annotation_id": fields.String(attribute="id"),
+ "annotation_create_account": fields.Nested(simple_account_model, allow_null=True),
+ "created_at": TimestampField,
+ },
+)
+
+# Simple message detail model
+simple_message_detail_model = console_ns.model(
+ "SimpleMessageDetail",
+ {
+ "inputs": FilesContainedField,
+ "query": fields.String,
+ "message": MessageTextField,
+ "answer": fields.String,
+ },
+)
+
+# Message detail model that depends on multiple models
+message_detail_model = console_ns.model(
+ "MessageDetail",
+ {
+ "id": fields.String,
+ "conversation_id": fields.String,
+ "inputs": FilesContainedField,
+ "query": fields.String,
+ "message": fields.Raw,
+ "message_tokens": fields.Integer,
+ "answer": fields.String(attribute="re_sign_file_url_answer"),
+ "answer_tokens": fields.Integer,
+ "provider_response_latency": fields.Float,
+ "from_source": fields.String,
+ "from_end_user_id": fields.String,
+ "from_account_id": fields.String,
+ "feedbacks": fields.List(fields.Nested(feedback_model)),
+ "workflow_run_id": fields.String,
+ "annotation": fields.Nested(annotation_model, allow_null=True),
+ "annotation_hit_history": fields.Nested(annotation_hit_history_model, allow_null=True),
+ "created_at": TimestampField,
+ "agent_thoughts": fields.List(fields.Nested(agent_thought_model)),
+ "message_files": fields.List(fields.Nested(message_file_model)),
+ "metadata": fields.Raw(attribute="message_metadata_dict"),
+ "status": fields.String,
+ "error": fields.String,
+ "parent_message_id": fields.String,
+ },
+)
+
+# Conversation models
+conversation_fields_model = console_ns.model(
+ "Conversation",
+ {
+ "id": fields.String,
+ "status": fields.String,
+ "from_source": fields.String,
+ "from_end_user_id": fields.String,
+ "from_end_user_session_id": fields.String(),
+ "from_account_id": fields.String,
+ "from_account_name": fields.String,
+ "read_at": TimestampField,
+ "created_at": TimestampField,
+ "updated_at": TimestampField,
+ "annotation": fields.Nested(annotation_model, allow_null=True),
+ "model_config": fields.Nested(simple_model_config_model),
+ "user_feedback_stats": fields.Nested(feedback_stat_model),
+ "admin_feedback_stats": fields.Nested(feedback_stat_model),
+ "message": fields.Nested(simple_message_detail_model, attribute="first_message"),
+ },
+)
+
+conversation_pagination_model = console_ns.model(
+ "ConversationPagination",
+ {
+ "page": fields.Integer,
+ "limit": fields.Integer(attribute="per_page"),
+ "total": fields.Integer,
+ "has_more": fields.Boolean(attribute="has_next"),
+ "data": fields.List(fields.Nested(conversation_fields_model), attribute="items"),
+ },
+)
+
+conversation_message_detail_model = console_ns.model(
+ "ConversationMessageDetail",
+ {
+ "id": fields.String,
+ "status": fields.String,
+ "from_source": fields.String,
+ "from_end_user_id": fields.String,
+ "from_account_id": fields.String,
+ "created_at": TimestampField,
+ "model_config": fields.Nested(model_config_model),
+ "message": fields.Nested(message_detail_model, attribute="first_message"),
+ },
+)
+
+conversation_with_summary_model = console_ns.model(
+ "ConversationWithSummary",
+ {
+ "id": fields.String,
+ "status": fields.String,
+ "from_source": fields.String,
+ "from_end_user_id": fields.String,
+ "from_end_user_session_id": fields.String,
+ "from_account_id": fields.String,
+ "from_account_name": fields.String,
+ "name": fields.String,
+ "summary": fields.String(attribute="summary_or_query"),
+ "read_at": TimestampField,
+ "created_at": TimestampField,
+ "updated_at": TimestampField,
+ "annotated": fields.Boolean,
+ "model_config": fields.Nested(simple_model_config_model),
+ "message_count": fields.Integer,
+ "user_feedback_stats": fields.Nested(feedback_stat_model),
+ "admin_feedback_stats": fields.Nested(feedback_stat_model),
+ "status_count": fields.Nested(status_count_model),
+ },
+)
+
+conversation_with_summary_pagination_model = console_ns.model(
+ "ConversationWithSummaryPagination",
+ {
+ "page": fields.Integer,
+ "limit": fields.Integer(attribute="per_page"),
+ "total": fields.Integer,
+ "has_more": fields.Boolean(attribute="has_next"),
+ "data": fields.List(fields.Nested(conversation_with_summary_model), attribute="items"),
+ },
+)
+
+conversation_detail_model = console_ns.model(
+ "ConversationDetail",
+ {
+ "id": fields.String,
+ "status": fields.String,
+ "from_source": fields.String,
+ "from_end_user_id": fields.String,
+ "from_account_id": fields.String,
+ "created_at": TimestampField,
+ "updated_at": TimestampField,
+ "annotated": fields.Boolean,
+ "introduction": fields.String,
+ "model_config": fields.Nested(model_config_model),
+ "message_count": fields.Integer,
+ "user_feedback_stats": fields.Nested(feedback_stat_model),
+ "admin_feedback_stats": fields.Nested(feedback_stat_model),
+ },
+)
+
@console_ns.route("/apps//completion-conversations")
class CompletionConversationApi(Resource):
- @api.doc("list_completion_conversations")
- @api.doc(description="Get completion conversations with pagination and filtering")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.parser()
+ @console_ns.doc("list_completion_conversations")
+ @console_ns.doc(description="Get completion conversations with pagination and filtering")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("keyword", type=str, location="args", help="Search keyword")
.add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
.add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
@@ -47,13 +299,13 @@ class CompletionConversationApi(Resource):
.add_argument("page", type=int, location="args", default=1, help="Page number")
.add_argument("limit", type=int, location="args", default=20, help="Page size (1-100)")
)
- @api.response(200, "Success", conversation_pagination_fields)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Success", conversation_pagination_model)
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=AppMode.COMPLETION)
- @marshal_with(conversation_pagination_fields)
+ @marshal_with(conversation_pagination_model)
@edit_permission_required
def get(self, app_model):
current_user, _ = current_account_with_tenant()
@@ -122,29 +374,29 @@ class CompletionConversationApi(Resource):
@console_ns.route("/apps//completion-conversations/")
class CompletionConversationDetailApi(Resource):
- @api.doc("get_completion_conversation")
- @api.doc(description="Get completion conversation details with messages")
- @api.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
- @api.response(200, "Success", conversation_message_detail_fields)
- @api.response(403, "Insufficient permissions")
- @api.response(404, "Conversation not found")
+ @console_ns.doc("get_completion_conversation")
+ @console_ns.doc(description="Get completion conversation details with messages")
+ @console_ns.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
+ @console_ns.response(200, "Success", conversation_message_detail_model)
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(404, "Conversation not found")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=AppMode.COMPLETION)
- @marshal_with(conversation_message_detail_fields)
+ @marshal_with(conversation_message_detail_model)
@edit_permission_required
def get(self, app_model, conversation_id):
conversation_id = str(conversation_id)
return _get_conversation(app_model, conversation_id)
- @api.doc("delete_completion_conversation")
- @api.doc(description="Delete a completion conversation")
- @api.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
- @api.response(204, "Conversation deleted successfully")
- @api.response(403, "Insufficient permissions")
- @api.response(404, "Conversation not found")
+ @console_ns.doc("delete_completion_conversation")
+ @console_ns.doc(description="Delete a completion conversation")
+ @console_ns.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
+ @console_ns.response(204, "Conversation deleted successfully")
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(404, "Conversation not found")
@setup_required
@login_required
@account_initialization_required
@@ -164,11 +416,11 @@ class CompletionConversationDetailApi(Resource):
@console_ns.route("/apps//chat-conversations")
class ChatConversationApi(Resource):
- @api.doc("list_chat_conversations")
- @api.doc(description="Get chat conversations with pagination, filtering and summary")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.parser()
+ @console_ns.doc("list_chat_conversations")
+ @console_ns.doc(description="Get chat conversations with pagination, filtering and summary")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("keyword", type=str, location="args", help="Search keyword")
.add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
.add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
@@ -192,13 +444,13 @@ class ChatConversationApi(Resource):
help="Sort field and direction",
)
)
- @api.response(200, "Success", conversation_with_summary_pagination_fields)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Success", conversation_with_summary_pagination_model)
+ @console_ns.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
- @marshal_with(conversation_with_summary_pagination_fields)
+ @marshal_with(conversation_with_summary_pagination_model)
@edit_permission_required
def get(self, app_model):
current_user, _ = current_account_with_tenant()
@@ -322,29 +574,29 @@ class ChatConversationApi(Resource):
@console_ns.route("/apps//chat-conversations/")
class ChatConversationDetailApi(Resource):
- @api.doc("get_chat_conversation")
- @api.doc(description="Get chat conversation details")
- @api.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
- @api.response(200, "Success", conversation_detail_fields)
- @api.response(403, "Insufficient permissions")
- @api.response(404, "Conversation not found")
+ @console_ns.doc("get_chat_conversation")
+ @console_ns.doc(description="Get chat conversation details")
+ @console_ns.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
+ @console_ns.response(200, "Success", conversation_detail_model)
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(404, "Conversation not found")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
- @marshal_with(conversation_detail_fields)
+ @marshal_with(conversation_detail_model)
@edit_permission_required
def get(self, app_model, conversation_id):
conversation_id = str(conversation_id)
return _get_conversation(app_model, conversation_id)
- @api.doc("delete_chat_conversation")
- @api.doc(description="Delete a chat conversation")
- @api.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
- @api.response(204, "Conversation deleted successfully")
- @api.response(403, "Insufficient permissions")
- @api.response(404, "Conversation not found")
+ @console_ns.doc("delete_chat_conversation")
+ @console_ns.doc(description="Delete a chat conversation")
+ @console_ns.doc(params={"app_id": "Application ID", "conversation_id": "Conversation ID"})
+ @console_ns.response(204, "Conversation deleted successfully")
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(404, "Conversation not found")
@setup_required
@login_required
@get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
diff --git a/api/controllers/console/app/conversation_variables.py b/api/controllers/console/app/conversation_variables.py
index d4c0b5697f..c612041fab 100644
--- a/api/controllers/console/app/conversation_variables.py
+++ b/api/controllers/console/app/conversation_variables.py
@@ -1,33 +1,49 @@
-from flask_restx import Resource, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal_with, reqparse
from sqlalchemy import select
from sqlalchemy.orm import Session
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from extensions.ext_database import db
-from fields.conversation_variable_fields import paginated_conversation_variable_fields
+from fields.conversation_variable_fields import (
+ conversation_variable_fields,
+ paginated_conversation_variable_fields,
+)
from libs.login import login_required
from models import ConversationVariable
from models.model import AppMode
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register base model first
+conversation_variable_model = console_ns.model("ConversationVariable", conversation_variable_fields)
+
+# For nested models, need to replace nested dict with registered model
+paginated_conversation_variable_fields_copy = paginated_conversation_variable_fields.copy()
+paginated_conversation_variable_fields_copy["data"] = fields.List(
+ fields.Nested(conversation_variable_model), attribute="data"
+)
+paginated_conversation_variable_model = console_ns.model(
+ "PaginatedConversationVariable", paginated_conversation_variable_fields_copy
+)
+
@console_ns.route("/apps//conversation-variables")
class ConversationVariablesApi(Resource):
- @api.doc("get_conversation_variables")
- @api.doc(description="Get conversation variables for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.parser().add_argument(
+ @console_ns.doc("get_conversation_variables")
+ @console_ns.doc(description="Get conversation variables for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.parser().add_argument(
"conversation_id", type=str, location="args", help="Conversation ID to filter variables"
)
)
- @api.response(200, "Conversation variables retrieved successfully", paginated_conversation_variable_fields)
+ @console_ns.response(200, "Conversation variables retrieved successfully", paginated_conversation_variable_model)
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=AppMode.ADVANCED_CHAT)
- @marshal_with(paginated_conversation_variable_fields)
+ @marshal_with(paginated_conversation_variable_model)
def get(self, app_model):
parser = reqparse.RequestParser().add_argument("conversation_id", type=str, location="args")
args = parser.parse_args()
diff --git a/api/controllers/console/app/generator.py b/api/controllers/console/app/generator.py
index 54a101946c..cf8acda018 100644
--- a/api/controllers/console/app/generator.py
+++ b/api/controllers/console/app/generator.py
@@ -2,7 +2,7 @@ from collections.abc import Sequence
from flask_restx import Resource, fields, reqparse
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import (
CompletionRequestError,
ProviderModelCurrentlyNotSupportError,
@@ -24,10 +24,10 @@ from services.workflow_service import WorkflowService
@console_ns.route("/rule-generate")
class RuleGenerateApi(Resource):
- @api.doc("generate_rule_config")
- @api.doc(description="Generate rule configuration using LLM")
- @api.expect(
- api.model(
+ @console_ns.doc("generate_rule_config")
+ @console_ns.doc(description="Generate rule configuration using LLM")
+ @console_ns.expect(
+ console_ns.model(
"RuleGenerateRequest",
{
"instruction": fields.String(required=True, description="Rule generation instruction"),
@@ -36,9 +36,9 @@ class RuleGenerateApi(Resource):
},
)
)
- @api.response(200, "Rule configuration generated successfully")
- @api.response(400, "Invalid request parameters")
- @api.response(402, "Provider quota exceeded")
+ @console_ns.response(200, "Rule configuration generated successfully")
+ @console_ns.response(400, "Invalid request parameters")
+ @console_ns.response(402, "Provider quota exceeded")
@setup_required
@login_required
@account_initialization_required
@@ -73,10 +73,10 @@ class RuleGenerateApi(Resource):
@console_ns.route("/rule-code-generate")
class RuleCodeGenerateApi(Resource):
- @api.doc("generate_rule_code")
- @api.doc(description="Generate code rules using LLM")
- @api.expect(
- api.model(
+ @console_ns.doc("generate_rule_code")
+ @console_ns.doc(description="Generate code rules using LLM")
+ @console_ns.expect(
+ console_ns.model(
"RuleCodeGenerateRequest",
{
"instruction": fields.String(required=True, description="Code generation instruction"),
@@ -88,9 +88,9 @@ class RuleCodeGenerateApi(Resource):
},
)
)
- @api.response(200, "Code rules generated successfully")
- @api.response(400, "Invalid request parameters")
- @api.response(402, "Provider quota exceeded")
+ @console_ns.response(200, "Code rules generated successfully")
+ @console_ns.response(400, "Invalid request parameters")
+ @console_ns.response(402, "Provider quota exceeded")
@setup_required
@login_required
@account_initialization_required
@@ -126,10 +126,10 @@ class RuleCodeGenerateApi(Resource):
@console_ns.route("/rule-structured-output-generate")
class RuleStructuredOutputGenerateApi(Resource):
- @api.doc("generate_structured_output")
- @api.doc(description="Generate structured output rules using LLM")
- @api.expect(
- api.model(
+ @console_ns.doc("generate_structured_output")
+ @console_ns.doc(description="Generate structured output rules using LLM")
+ @console_ns.expect(
+ console_ns.model(
"StructuredOutputGenerateRequest",
{
"instruction": fields.String(required=True, description="Structured output generation instruction"),
@@ -137,9 +137,9 @@ class RuleStructuredOutputGenerateApi(Resource):
},
)
)
- @api.response(200, "Structured output generated successfully")
- @api.response(400, "Invalid request parameters")
- @api.response(402, "Provider quota exceeded")
+ @console_ns.response(200, "Structured output generated successfully")
+ @console_ns.response(400, "Invalid request parameters")
+ @console_ns.response(402, "Provider quota exceeded")
@setup_required
@login_required
@account_initialization_required
@@ -172,10 +172,10 @@ class RuleStructuredOutputGenerateApi(Resource):
@console_ns.route("/instruction-generate")
class InstructionGenerateApi(Resource):
- @api.doc("generate_instruction")
- @api.doc(description="Generate instruction for workflow nodes or general use")
- @api.expect(
- api.model(
+ @console_ns.doc("generate_instruction")
+ @console_ns.doc(description="Generate instruction for workflow nodes or general use")
+ @console_ns.expect(
+ console_ns.model(
"InstructionGenerateRequest",
{
"flow_id": fields.String(required=True, description="Workflow/Flow ID"),
@@ -188,9 +188,9 @@ class InstructionGenerateApi(Resource):
},
)
)
- @api.response(200, "Instruction generated successfully")
- @api.response(400, "Invalid request parameters or flow/workflow not found")
- @api.response(402, "Provider quota exceeded")
+ @console_ns.response(200, "Instruction generated successfully")
+ @console_ns.response(400, "Invalid request parameters or flow/workflow not found")
+ @console_ns.response(402, "Provider quota exceeded")
@setup_required
@login_required
@account_initialization_required
@@ -283,10 +283,10 @@ class InstructionGenerateApi(Resource):
@console_ns.route("/instruction-generate/template")
class InstructionGenerationTemplateApi(Resource):
- @api.doc("get_instruction_template")
- @api.doc(description="Get instruction generation template")
- @api.expect(
- api.model(
+ @console_ns.doc("get_instruction_template")
+ @console_ns.doc(description="Get instruction generation template")
+ @console_ns.expect(
+ console_ns.model(
"InstructionTemplateRequest",
{
"instruction": fields.String(required=True, description="Template instruction"),
@@ -294,8 +294,8 @@ class InstructionGenerationTemplateApi(Resource):
},
)
)
- @api.response(200, "Template retrieved successfully")
- @api.response(400, "Invalid request parameters")
+ @console_ns.response(200, "Template retrieved successfully")
+ @console_ns.response(400, "Invalid request parameters")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/app/mcp_server.py b/api/controllers/console/app/mcp_server.py
index 3700c6b1d0..58d1fb4a2d 100644
--- a/api/controllers/console/app/mcp_server.py
+++ b/api/controllers/console/app/mcp_server.py
@@ -4,7 +4,7 @@ from enum import StrEnum
from flask_restx import Resource, fields, marshal_with, reqparse
from werkzeug.exceptions import NotFound
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
from extensions.ext_database import db
@@ -12,6 +12,9 @@ from fields.app_fields import app_server_fields
from libs.login import current_account_with_tenant, login_required
from models.model import AppMCPServer
+# Register model for flask_restx to avoid dict type issues in Swagger
+app_server_model = console_ns.model("AppServer", app_server_fields)
+
class AppMCPServerStatus(StrEnum):
ACTIVE = "active"
@@ -20,24 +23,24 @@ class AppMCPServerStatus(StrEnum):
@console_ns.route("/apps//server")
class AppMCPServerController(Resource):
- @api.doc("get_app_mcp_server")
- @api.doc(description="Get MCP server configuration for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "MCP server configuration retrieved successfully", app_server_fields)
+ @console_ns.doc("get_app_mcp_server")
+ @console_ns.doc(description="Get MCP server configuration for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "MCP server configuration retrieved successfully", app_server_model)
@login_required
@account_initialization_required
@setup_required
@get_app_model
- @marshal_with(app_server_fields)
+ @marshal_with(app_server_model)
def get(self, app_model):
server = db.session.query(AppMCPServer).where(AppMCPServer.app_id == app_model.id).first()
return server
- @api.doc("create_app_mcp_server")
- @api.doc(description="Create MCP server configuration for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("create_app_mcp_server")
+ @console_ns.doc(description="Create MCP server configuration for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"MCPServerCreateRequest",
{
"description": fields.String(description="Server description"),
@@ -45,13 +48,13 @@ class AppMCPServerController(Resource):
},
)
)
- @api.response(201, "MCP server configuration created successfully", app_server_fields)
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(201, "MCP server configuration created successfully", app_server_model)
+ @console_ns.response(403, "Insufficient permissions")
@account_initialization_required
@get_app_model
@login_required
@setup_required
- @marshal_with(app_server_fields)
+ @marshal_with(app_server_model)
@edit_permission_required
def post(self, app_model):
_, current_tenant_id = current_account_with_tenant()
@@ -79,11 +82,11 @@ class AppMCPServerController(Resource):
db.session.commit()
return server
- @api.doc("update_app_mcp_server")
- @api.doc(description="Update MCP server configuration for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_app_mcp_server")
+ @console_ns.doc(description="Update MCP server configuration for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"MCPServerUpdateRequest",
{
"id": fields.String(required=True, description="Server ID"),
@@ -93,14 +96,14 @@ class AppMCPServerController(Resource):
},
)
)
- @api.response(200, "MCP server configuration updated successfully", app_server_fields)
- @api.response(403, "Insufficient permissions")
- @api.response(404, "Server not found")
+ @console_ns.response(200, "MCP server configuration updated successfully", app_server_model)
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(404, "Server not found")
@get_app_model
@login_required
@setup_required
@account_initialization_required
- @marshal_with(app_server_fields)
+ @marshal_with(app_server_model)
@edit_permission_required
def put(self, app_model):
parser = (
@@ -134,16 +137,16 @@ class AppMCPServerController(Resource):
@console_ns.route("/apps//server/refresh")
class AppMCPServerRefreshController(Resource):
- @api.doc("refresh_app_mcp_server")
- @api.doc(description="Refresh MCP server configuration and regenerate server code")
- @api.doc(params={"server_id": "Server ID"})
- @api.response(200, "MCP server refreshed successfully", app_server_fields)
- @api.response(403, "Insufficient permissions")
- @api.response(404, "Server not found")
+ @console_ns.doc("refresh_app_mcp_server")
+ @console_ns.doc(description="Refresh MCP server configuration and regenerate server code")
+ @console_ns.doc(params={"server_id": "Server ID"})
+ @console_ns.response(200, "MCP server refreshed successfully", app_server_model)
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(404, "Server not found")
@setup_required
@login_required
@account_initialization_required
- @marshal_with(app_server_fields)
+ @marshal_with(app_server_model)
@edit_permission_required
def get(self, server_id):
_, current_tenant_id = current_account_with_tenant()
diff --git a/api/controllers/console/app/message.py b/api/controllers/console/app/message.py
index 3f66278940..40e4020267 100644
--- a/api/controllers/console/app/message.py
+++ b/api/controllers/console/app/message.py
@@ -5,7 +5,7 @@ from flask_restx.inputs import int_range
from sqlalchemy import exists, select
from werkzeug.exceptions import InternalServerError, NotFound
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import (
CompletionRequestError,
ProviderModelCurrentlyNotSupportError,
@@ -23,8 +23,8 @@ from core.app.entities.app_invoke_entities import InvokeFrom
from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
from core.model_runtime.errors.invoke import InvokeError
from extensions.ext_database import db
-from fields.conversation_fields import message_detail_fields
-from libs.helper import uuid_value
+from fields.raws import FilesContainedField
+from libs.helper import TimestampField, uuid_value
from libs.infinite_scroll_pagination import InfiniteScrollPagination
from libs.login import current_account_with_tenant, login_required
from models.model import AppMode, Conversation, Message, MessageAnnotation, MessageFeedback
@@ -34,31 +34,142 @@ from services.message_service import MessageService
logger = logging.getLogger(__name__)
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register in dependency order: base models first, then dependent models
+
+# Base models
+simple_account_model = console_ns.model(
+ "SimpleAccount",
+ {
+ "id": fields.String,
+ "name": fields.String,
+ "email": fields.String,
+ },
+)
+
+message_file_model = console_ns.model(
+ "MessageFile",
+ {
+ "id": fields.String,
+ "filename": fields.String,
+ "type": fields.String,
+ "url": fields.String,
+ "mime_type": fields.String,
+ "size": fields.Integer,
+ "transfer_method": fields.String,
+ "belongs_to": fields.String(default="user"),
+ "upload_file_id": fields.String(default=None),
+ },
+)
+
+agent_thought_model = console_ns.model(
+ "AgentThought",
+ {
+ "id": fields.String,
+ "chain_id": fields.String,
+ "message_id": fields.String,
+ "position": fields.Integer,
+ "thought": fields.String,
+ "tool": fields.String,
+ "tool_labels": fields.Raw,
+ "tool_input": fields.String,
+ "created_at": TimestampField,
+ "observation": fields.String,
+ "files": fields.List(fields.String),
+ },
+)
+
+# Models that depend on simple_account_model
+feedback_model = console_ns.model(
+ "Feedback",
+ {
+ "rating": fields.String,
+ "content": fields.String,
+ "from_source": fields.String,
+ "from_end_user_id": fields.String,
+ "from_account": fields.Nested(simple_account_model, allow_null=True),
+ },
+)
+
+annotation_model = console_ns.model(
+ "Annotation",
+ {
+ "id": fields.String,
+ "question": fields.String,
+ "content": fields.String,
+ "account": fields.Nested(simple_account_model, allow_null=True),
+ "created_at": TimestampField,
+ },
+)
+
+annotation_hit_history_model = console_ns.model(
+ "AnnotationHitHistory",
+ {
+ "annotation_id": fields.String(attribute="id"),
+ "annotation_create_account": fields.Nested(simple_account_model, allow_null=True),
+ "created_at": TimestampField,
+ },
+)
+
+# Message detail model that depends on multiple models
+message_detail_model = console_ns.model(
+ "MessageDetail",
+ {
+ "id": fields.String,
+ "conversation_id": fields.String,
+ "inputs": FilesContainedField,
+ "query": fields.String,
+ "message": fields.Raw,
+ "message_tokens": fields.Integer,
+ "answer": fields.String(attribute="re_sign_file_url_answer"),
+ "answer_tokens": fields.Integer,
+ "provider_response_latency": fields.Float,
+ "from_source": fields.String,
+ "from_end_user_id": fields.String,
+ "from_account_id": fields.String,
+ "feedbacks": fields.List(fields.Nested(feedback_model)),
+ "workflow_run_id": fields.String,
+ "annotation": fields.Nested(annotation_model, allow_null=True),
+ "annotation_hit_history": fields.Nested(annotation_hit_history_model, allow_null=True),
+ "created_at": TimestampField,
+ "agent_thoughts": fields.List(fields.Nested(agent_thought_model)),
+ "message_files": fields.List(fields.Nested(message_file_model)),
+ "metadata": fields.Raw(attribute="message_metadata_dict"),
+ "status": fields.String,
+ "error": fields.String,
+ "parent_message_id": fields.String,
+ },
+)
+
+# Message infinite scroll pagination model
+message_infinite_scroll_pagination_model = console_ns.model(
+ "MessageInfiniteScrollPagination",
+ {
+ "limit": fields.Integer,
+ "has_more": fields.Boolean,
+ "data": fields.List(fields.Nested(message_detail_model)),
+ },
+)
+
@console_ns.route("/apps//chat-messages")
class ChatMessageListApi(Resource):
- message_infinite_scroll_pagination_fields = {
- "limit": fields.Integer,
- "has_more": fields.Boolean,
- "data": fields.List(fields.Nested(message_detail_fields)),
- }
-
- @api.doc("list_chat_messages")
- @api.doc(description="Get chat messages for a conversation with pagination")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.parser()
+ @console_ns.doc("list_chat_messages")
+ @console_ns.doc(description="Get chat messages for a conversation with pagination")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("conversation_id", type=str, required=True, location="args", help="Conversation ID")
.add_argument("first_id", type=str, location="args", help="First message ID for pagination")
.add_argument("limit", type=int, location="args", default=20, help="Number of messages to return (1-100)")
)
- @api.response(200, "Success", message_infinite_scroll_pagination_fields)
- @api.response(404, "Conversation not found")
+ @console_ns.response(200, "Success", message_infinite_scroll_pagination_model)
+ @console_ns.response(404, "Conversation not found")
@login_required
@account_initialization_required
@setup_required
@get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
- @marshal_with(message_infinite_scroll_pagination_fields)
+ @marshal_with(message_infinite_scroll_pagination_model)
@edit_permission_required
def get(self, app_model):
parser = (
@@ -132,11 +243,11 @@ class ChatMessageListApi(Resource):
@console_ns.route("/apps//feedbacks")
class MessageFeedbackApi(Resource):
- @api.doc("create_message_feedback")
- @api.doc(description="Create or update message feedback (like/dislike)")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("create_message_feedback")
+ @console_ns.doc(description="Create or update message feedback (like/dislike)")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"MessageFeedbackRequest",
{
"message_id": fields.String(required=True, description="Message ID"),
@@ -144,9 +255,9 @@ class MessageFeedbackApi(Resource):
},
)
)
- @api.response(200, "Feedback updated successfully")
- @api.response(404, "Message not found")
- @api.response(403, "Insufficient permissions")
+ @console_ns.response(200, "Feedback updated successfully")
+ @console_ns.response(404, "Message not found")
+ @console_ns.response(403, "Insufficient permissions")
@get_app_model
@setup_required
@login_required
@@ -194,13 +305,13 @@ class MessageFeedbackApi(Resource):
@console_ns.route("/apps//annotations/count")
class MessageAnnotationCountApi(Resource):
- @api.doc("get_annotation_count")
- @api.doc(description="Get count of message annotations for the app")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(
+ @console_ns.doc("get_annotation_count")
+ @console_ns.doc(description="Get count of message annotations for the app")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(
200,
"Annotation count retrieved successfully",
- api.model("AnnotationCountResponse", {"count": fields.Integer(description="Number of annotations")}),
+ console_ns.model("AnnotationCountResponse", {"count": fields.Integer(description="Number of annotations")}),
)
@get_app_model
@setup_required
@@ -214,15 +325,17 @@ class MessageAnnotationCountApi(Resource):
@console_ns.route("/apps//chat-messages//suggested-questions")
class MessageSuggestedQuestionApi(Resource):
- @api.doc("get_message_suggested_questions")
- @api.doc(description="Get suggested questions for a message")
- @api.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
- @api.response(
+ @console_ns.doc("get_message_suggested_questions")
+ @console_ns.doc(description="Get suggested questions for a message")
+ @console_ns.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
+ @console_ns.response(
200,
"Suggested questions retrieved successfully",
- api.model("SuggestedQuestionsResponse", {"data": fields.List(fields.String(description="Suggested question"))}),
+ console_ns.model(
+ "SuggestedQuestionsResponse", {"data": fields.List(fields.String(description="Suggested question"))}
+ ),
)
- @api.response(404, "Message or conversation not found")
+ @console_ns.response(404, "Message or conversation not found")
@setup_required
@login_required
@account_initialization_required
@@ -256,18 +369,70 @@ class MessageSuggestedQuestionApi(Resource):
return {"data": questions}
-@console_ns.route("/apps//messages/")
-class MessageApi(Resource):
- @api.doc("get_message")
- @api.doc(description="Get message details by ID")
- @api.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
- @api.response(200, "Message retrieved successfully", message_detail_fields)
- @api.response(404, "Message not found")
+# Shared parser for feedback export (used for both documentation and runtime parsing)
+feedback_export_parser = (
+ console_ns.parser()
+ .add_argument("from_source", type=str, choices=["user", "admin"], location="args", help="Filter by feedback source")
+ .add_argument("rating", type=str, choices=["like", "dislike"], location="args", help="Filter by rating")
+ .add_argument("has_comment", type=bool, location="args", help="Only include feedback with comments")
+ .add_argument("start_date", type=str, location="args", help="Start date (YYYY-MM-DD)")
+ .add_argument("end_date", type=str, location="args", help="End date (YYYY-MM-DD)")
+ .add_argument("format", type=str, choices=["csv", "json"], default="csv", location="args", help="Export format")
+)
+
+
+@console_ns.route("/apps//feedbacks/export")
+class MessageFeedbackExportApi(Resource):
+ @console_ns.doc("export_feedbacks")
+ @console_ns.doc(description="Export user feedback data for Google Sheets")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(feedback_export_parser)
+ @console_ns.response(200, "Feedback data exported successfully")
+ @console_ns.response(400, "Invalid parameters")
+ @console_ns.response(500, "Internal server error")
@get_app_model
@setup_required
@login_required
@account_initialization_required
- @marshal_with(message_detail_fields)
+ def get(self, app_model):
+ args = feedback_export_parser.parse_args()
+
+ # Import the service function
+ from services.feedback_service import FeedbackService
+
+ try:
+ export_data = FeedbackService.export_feedbacks(
+ app_id=app_model.id,
+ from_source=args.get("from_source"),
+ rating=args.get("rating"),
+ has_comment=args.get("has_comment"),
+ start_date=args.get("start_date"),
+ end_date=args.get("end_date"),
+ format_type=args.get("format", "csv"),
+ )
+
+ return export_data
+
+ except ValueError as e:
+ logger.exception("Parameter validation error in feedback export")
+ return {"error": f"Parameter validation error: {str(e)}"}, 400
+ except Exception as e:
+ logger.exception("Error exporting feedback data")
+ raise InternalServerError(str(e))
+
+
+@console_ns.route("/apps//messages/")
+class MessageApi(Resource):
+ @console_ns.doc("get_message")
+ @console_ns.doc(description="Get message details by ID")
+ @console_ns.doc(params={"app_id": "Application ID", "message_id": "Message ID"})
+ @console_ns.response(200, "Message retrieved successfully", message_detail_model)
+ @console_ns.response(404, "Message not found")
+ @get_app_model
+ @setup_required
+ @login_required
+ @account_initialization_required
+ @marshal_with(message_detail_model)
def get(self, app_model, message_id: str):
message_id = str(message_id)
diff --git a/api/controllers/console/app/model_config.py b/api/controllers/console/app/model_config.py
index 72ce8a7ddf..a85e54fb51 100644
--- a/api/controllers/console/app/model_config.py
+++ b/api/controllers/console/app/model_config.py
@@ -3,11 +3,10 @@ from typing import cast
from flask import request
from flask_restx import Resource, fields
-from werkzeug.exceptions import Forbidden
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
from core.agent.entities import AgentToolEntity
from core.tools.tool_manager import ToolManager
from core.tools.utils.configuration import ToolParameterConfigurationManager
@@ -21,11 +20,11 @@ from services.app_model_config_service import AppModelConfigService
@console_ns.route("/apps//model-config")
class ModelConfigResource(Resource):
- @api.doc("update_app_model_config")
- @api.doc(description="Update application model configuration")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_app_model_config")
+ @console_ns.doc(description="Update application model configuration")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"ModelConfigRequest",
{
"provider": fields.String(description="Model provider"),
@@ -43,20 +42,17 @@ class ModelConfigResource(Resource):
},
)
)
- @api.response(200, "Model configuration updated successfully")
- @api.response(400, "Invalid configuration")
- @api.response(404, "App not found")
+ @console_ns.response(200, "Model configuration updated successfully")
+ @console_ns.response(400, "Invalid configuration")
+ @console_ns.response(404, "App not found")
@setup_required
@login_required
+ @edit_permission_required
@account_initialization_required
@get_app_model(mode=[AppMode.AGENT_CHAT, AppMode.CHAT, AppMode.COMPLETION])
def post(self, app_model):
"""Modify app model config"""
current_user, current_tenant_id = current_account_with_tenant()
-
- if not current_user.has_edit_permission:
- raise Forbidden()
-
# validate config
model_configuration = AppModelConfigService.validate_configuration(
tenant_id=current_tenant_id,
diff --git a/api/controllers/console/app/ops_trace.py b/api/controllers/console/app/ops_trace.py
index 1d80314774..19c1a11258 100644
--- a/api/controllers/console/app/ops_trace.py
+++ b/api/controllers/console/app/ops_trace.py
@@ -1,7 +1,7 @@
from flask_restx import Resource, fields, reqparse
from werkzeug.exceptions import BadRequest
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import TracingConfigCheckError, TracingConfigIsExist, TracingConfigNotExist
from controllers.console.wraps import account_initialization_required, setup_required
from libs.login import login_required
@@ -14,18 +14,18 @@ class TraceAppConfigApi(Resource):
Manage trace app configurations
"""
- @api.doc("get_trace_app_config")
- @api.doc(description="Get tracing configuration for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.parser().add_argument(
+ @console_ns.doc("get_trace_app_config")
+ @console_ns.doc(description="Get tracing configuration for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.parser().add_argument(
"tracing_provider", type=str, required=True, location="args", help="Tracing provider name"
)
)
- @api.response(
+ @console_ns.response(
200, "Tracing configuration retrieved successfully", fields.Raw(description="Tracing configuration data")
)
- @api.response(400, "Invalid request parameters")
+ @console_ns.response(400, "Invalid request parameters")
@setup_required
@login_required
@account_initialization_required
@@ -41,11 +41,11 @@ class TraceAppConfigApi(Resource):
except Exception as e:
raise BadRequest(str(e))
- @api.doc("create_trace_app_config")
- @api.doc(description="Create a new tracing configuration for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("create_trace_app_config")
+ @console_ns.doc(description="Create a new tracing configuration for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"TraceConfigCreateRequest",
{
"tracing_provider": fields.String(required=True, description="Tracing provider name"),
@@ -53,10 +53,10 @@ class TraceAppConfigApi(Resource):
},
)
)
- @api.response(
+ @console_ns.response(
201, "Tracing configuration created successfully", fields.Raw(description="Created configuration data")
)
- @api.response(400, "Invalid request parameters or configuration already exists")
+ @console_ns.response(400, "Invalid request parameters or configuration already exists")
@setup_required
@login_required
@account_initialization_required
@@ -81,11 +81,11 @@ class TraceAppConfigApi(Resource):
except Exception as e:
raise BadRequest(str(e))
- @api.doc("update_trace_app_config")
- @api.doc(description="Update an existing tracing configuration for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_trace_app_config")
+ @console_ns.doc(description="Update an existing tracing configuration for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"TraceConfigUpdateRequest",
{
"tracing_provider": fields.String(required=True, description="Tracing provider name"),
@@ -93,8 +93,8 @@ class TraceAppConfigApi(Resource):
},
)
)
- @api.response(200, "Tracing configuration updated successfully", fields.Raw(description="Success response"))
- @api.response(400, "Invalid request parameters or configuration not found")
+ @console_ns.response(200, "Tracing configuration updated successfully", fields.Raw(description="Success response"))
+ @console_ns.response(400, "Invalid request parameters or configuration not found")
@setup_required
@login_required
@account_initialization_required
@@ -117,16 +117,16 @@ class TraceAppConfigApi(Resource):
except Exception as e:
raise BadRequest(str(e))
- @api.doc("delete_trace_app_config")
- @api.doc(description="Delete an existing tracing configuration for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.parser().add_argument(
+ @console_ns.doc("delete_trace_app_config")
+ @console_ns.doc(description="Delete an existing tracing configuration for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.parser().add_argument(
"tracing_provider", type=str, required=True, location="args", help="Tracing provider name"
)
)
- @api.response(204, "Tracing configuration deleted successfully")
- @api.response(400, "Invalid request parameters or configuration not found")
+ @console_ns.response(204, "Tracing configuration deleted successfully")
+ @console_ns.response(400, "Invalid request parameters or configuration not found")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/app/site.py b/api/controllers/console/app/site.py
index c4d640bf0e..d46b8c5c9d 100644
--- a/api/controllers/console/app/site.py
+++ b/api/controllers/console/app/site.py
@@ -1,16 +1,24 @@
from flask_restx import Resource, fields, marshal_with, reqparse
-from werkzeug.exceptions import Forbidden, NotFound
+from werkzeug.exceptions import NotFound
from constants.languages import supported_language
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console.wraps import (
+ account_initialization_required,
+ edit_permission_required,
+ is_admin_or_owner_required,
+ setup_required,
+)
from extensions.ext_database import db
from fields.app_fields import app_site_fields
from libs.datetime_utils import naive_utc_now
from libs.login import current_account_with_tenant, login_required
from models import Site
+# Register model for flask_restx to avoid dict type issues in Swagger
+app_site_model = console_ns.model("AppSite", app_site_fields)
+
def parse_app_site_args():
parser = (
@@ -43,11 +51,11 @@ def parse_app_site_args():
@console_ns.route("/apps//site")
class AppSite(Resource):
- @api.doc("update_app_site")
- @api.doc(description="Update application site configuration")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_app_site")
+ @console_ns.doc(description="Update application site configuration")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"AppSiteRequest",
{
"title": fields.String(description="Site title"),
@@ -71,22 +79,18 @@ class AppSite(Resource):
},
)
)
- @api.response(200, "Site configuration updated successfully", app_site_fields)
- @api.response(403, "Insufficient permissions")
- @api.response(404, "App not found")
+ @console_ns.response(200, "Site configuration updated successfully", app_site_model)
+ @console_ns.response(403, "Insufficient permissions")
+ @console_ns.response(404, "App not found")
@setup_required
@login_required
+ @edit_permission_required
@account_initialization_required
@get_app_model
- @marshal_with(app_site_fields)
+ @marshal_with(app_site_model)
def post(self, app_model):
args = parse_app_site_args()
current_user, _ = current_account_with_tenant()
-
- # The role of the current user in the ta table must be editor, admin, or owner
- if not current_user.has_edit_permission:
- raise Forbidden()
-
site = db.session.query(Site).where(Site.app_id == app_model.id).first()
if not site:
raise NotFound
@@ -122,24 +126,20 @@ class AppSite(Resource):
@console_ns.route("/apps//site/access-token-reset")
class AppSiteAccessTokenReset(Resource):
- @api.doc("reset_app_site_access_token")
- @api.doc(description="Reset access token for application site")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Access token reset successfully", app_site_fields)
- @api.response(403, "Insufficient permissions (admin/owner required)")
- @api.response(404, "App or site not found")
+ @console_ns.doc("reset_app_site_access_token")
+ @console_ns.doc(description="Reset access token for application site")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Access token reset successfully", app_site_model)
+ @console_ns.response(403, "Insufficient permissions (admin/owner required)")
+ @console_ns.response(404, "App or site not found")
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
@get_app_model
- @marshal_with(app_site_fields)
+ @marshal_with(app_site_model)
def post(self, app_model):
- # The role of the current user in the ta table must be admin or owner
current_user, _ = current_account_with_tenant()
-
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
site = db.session.query(Site).where(Site.app_id == app_model.id).first()
if not site:
diff --git a/api/controllers/console/app/statistic.py b/api/controllers/console/app/statistic.py
index 37ed3d9e27..c8f54c638e 100644
--- a/api/controllers/console/app/statistic.py
+++ b/api/controllers/console/app/statistic.py
@@ -4,28 +4,28 @@ import sqlalchemy as sa
from flask import abort, jsonify
from flask_restx import Resource, fields, reqparse
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from core.app.entities.app_invoke_entities import InvokeFrom
from extensions.ext_database import db
from libs.datetime_utils import parse_time_range
-from libs.helper import DatetimeString
+from libs.helper import DatetimeString, convert_datetime_to_date
from libs.login import current_account_with_tenant, login_required
-from models import AppMode, Message
+from models import AppMode
@console_ns.route("/apps//statistics/daily-messages")
class DailyMessageStatistic(Resource):
- @api.doc("get_daily_message_statistics")
- @api.doc(description="Get daily message statistics for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.parser()
+ @console_ns.doc("get_daily_message_statistics")
+ @console_ns.doc(description="Get daily message statistics for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("start", type=str, location="args", help="Start date (YYYY-MM-DD HH:MM)")
.add_argument("end", type=str, location="args", help="End date (YYYY-MM-DD HH:MM)")
)
- @api.response(
+ @console_ns.response(
200,
"Daily message statistics retrieved successfully",
fields.List(fields.Raw(description="Daily message count data")),
@@ -44,8 +44,9 @@ class DailyMessageStatistic(Resource):
)
args = parser.parse_args()
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
COUNT(*) AS message_count
FROM
messages
@@ -89,11 +90,11 @@ parser = (
@console_ns.route("/apps//statistics/daily-conversations")
class DailyConversationStatistic(Resource):
- @api.doc("get_daily_conversation_statistics")
- @api.doc(description="Get daily conversation statistics for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("get_daily_conversation_statistics")
+ @console_ns.doc(description="Get daily conversation statistics for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(
200,
"Daily conversation statistics retrieved successfully",
fields.List(fields.Raw(description="Daily conversation count data")),
@@ -106,6 +107,17 @@ class DailyConversationStatistic(Resource):
account, _ = current_account_with_tenant()
args = parser.parse_args()
+
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
+ COUNT(DISTINCT conversation_id) AS conversation_count
+FROM
+ messages
+WHERE
+ app_id = :app_id
+ AND invoke_from != :invoke_from"""
+ arg_dict = {"tz": account.timezone, "app_id": app_model.id, "invoke_from": InvokeFrom.DEBUGGER}
assert account.timezone is not None
try:
@@ -113,41 +125,32 @@ class DailyConversationStatistic(Resource):
except ValueError as e:
abort(400, description=str(e))
- stmt = (
- sa.select(
- sa.func.date(
- sa.func.date_trunc("day", sa.text("created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz"))
- ).label("date"),
- sa.func.count(sa.distinct(Message.conversation_id)).label("conversation_count"),
- )
- .select_from(Message)
- .where(Message.app_id == app_model.id, Message.invoke_from != InvokeFrom.DEBUGGER)
- )
-
if start_datetime_utc:
- stmt = stmt.where(Message.created_at >= start_datetime_utc)
+ sql_query += " AND created_at >= :start"
+ arg_dict["start"] = start_datetime_utc
if end_datetime_utc:
- stmt = stmt.where(Message.created_at < end_datetime_utc)
+ sql_query += " AND created_at < :end"
+ arg_dict["end"] = end_datetime_utc
- stmt = stmt.group_by("date").order_by("date")
+ sql_query += " GROUP BY date ORDER BY date"
response_data = []
with db.engine.begin() as conn:
- rs = conn.execute(stmt, {"tz": account.timezone})
- for row in rs:
- response_data.append({"date": str(row.date), "conversation_count": row.conversation_count})
+ rs = conn.execute(sa.text(sql_query), arg_dict)
+ for i in rs:
+ response_data.append({"date": str(i.date), "conversation_count": i.conversation_count})
return jsonify({"data": response_data})
@console_ns.route("/apps//statistics/daily-end-users")
class DailyTerminalsStatistic(Resource):
- @api.doc("get_daily_terminals_statistics")
- @api.doc(description="Get daily terminal/end-user statistics for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("get_daily_terminals_statistics")
+ @console_ns.doc(description="Get daily terminal/end-user statistics for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(
200,
"Daily terminal statistics retrieved successfully",
fields.List(fields.Raw(description="Daily terminal count data")),
@@ -161,8 +164,9 @@ class DailyTerminalsStatistic(Resource):
args = parser.parse_args()
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
COUNT(DISTINCT messages.from_end_user_id) AS terminal_count
FROM
messages
@@ -199,11 +203,11 @@ WHERE
@console_ns.route("/apps//statistics/token-costs")
class DailyTokenCostStatistic(Resource):
- @api.doc("get_daily_token_cost_statistics")
- @api.doc(description="Get daily token cost statistics for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("get_daily_token_cost_statistics")
+ @console_ns.doc(description="Get daily token cost statistics for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(
200,
"Daily token cost statistics retrieved successfully",
fields.List(fields.Raw(description="Daily token cost data")),
@@ -217,8 +221,9 @@ class DailyTokenCostStatistic(Resource):
args = parser.parse_args()
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
(SUM(messages.message_tokens) + SUM(messages.answer_tokens)) AS token_count,
SUM(total_price) AS total_price
FROM
@@ -258,11 +263,11 @@ WHERE
@console_ns.route("/apps//statistics/average-session-interactions")
class AverageSessionInteractionStatistic(Resource):
- @api.doc("get_average_session_interaction_statistics")
- @api.doc(description="Get average session interaction statistics for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("get_average_session_interaction_statistics")
+ @console_ns.doc(description="Get average session interaction statistics for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(
200,
"Average session interaction statistics retrieved successfully",
fields.List(fields.Raw(description="Average session interaction data")),
@@ -276,8 +281,9 @@ class AverageSessionInteractionStatistic(Resource):
args = parser.parse_args()
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("c.created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
AVG(subquery.message_count) AS interactions
FROM
(
@@ -333,11 +339,11 @@ ORDER BY
@console_ns.route("/apps//statistics/user-satisfaction-rate")
class UserSatisfactionRateStatistic(Resource):
- @api.doc("get_user_satisfaction_rate_statistics")
- @api.doc(description="Get user satisfaction rate statistics for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("get_user_satisfaction_rate_statistics")
+ @console_ns.doc(description="Get user satisfaction rate statistics for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(
200,
"User satisfaction rate statistics retrieved successfully",
fields.List(fields.Raw(description="User satisfaction rate data")),
@@ -351,8 +357,9 @@ class UserSatisfactionRateStatistic(Resource):
args = parser.parse_args()
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', m.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("m.created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
COUNT(m.id) AS message_count,
COUNT(mf.id) AS feedback_count
FROM
@@ -398,11 +405,11 @@ WHERE
@console_ns.route("/apps//statistics/average-response-time")
class AverageResponseTimeStatistic(Resource):
- @api.doc("get_average_response_time_statistics")
- @api.doc(description="Get average response time statistics for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("get_average_response_time_statistics")
+ @console_ns.doc(description="Get average response time statistics for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(
200,
"Average response time statistics retrieved successfully",
fields.List(fields.Raw(description="Average response time data")),
@@ -416,8 +423,9 @@ class AverageResponseTimeStatistic(Resource):
args = parser.parse_args()
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
AVG(provider_response_latency) AS latency
FROM
messages
@@ -454,11 +462,11 @@ WHERE
@console_ns.route("/apps//statistics/tokens-per-second")
class TokensPerSecondStatistic(Resource):
- @api.doc("get_tokens_per_second_statistics")
- @api.doc(description="Get tokens per second statistics for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("get_tokens_per_second_statistics")
+ @console_ns.doc(description="Get tokens per second statistics for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(parser)
+ @console_ns.response(
200,
"Tokens per second statistics retrieved successfully",
fields.List(fields.Raw(description="Tokens per second data")),
@@ -471,8 +479,9 @@ class TokensPerSecondStatistic(Resource):
account, _ = current_account_with_tenant()
args = parser.parse_args()
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
CASE
WHEN SUM(provider_response_latency) = 0 THEN 0
ELSE (SUM(answer_tokens) / SUM(provider_response_latency))
diff --git a/api/controllers/console/app/workflow.py b/api/controllers/console/app/workflow.py
index 31077e371b..0082089365 100644
--- a/api/controllers/console/app/workflow.py
+++ b/api/controllers/console/app/workflow.py
@@ -9,7 +9,7 @@ from sqlalchemy.orm import Session
from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import ConversationCompletedError, DraftWorkflowNotExist, DraftWorkflowNotSync
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
@@ -32,6 +32,7 @@ from core.workflow.enums import NodeType
from core.workflow.graph_engine.manager import GraphEngineManager
from extensions.ext_database import db
from factories import file_factory, variable_factory
+from fields.member_fields import simple_account_fields
from fields.workflow_fields import workflow_fields, workflow_pagination_fields
from fields.workflow_run_fields import workflow_run_node_execution_fields
from libs import helper
@@ -49,6 +50,62 @@ from services.workflow_service import DraftWorkflowDeletionError, WorkflowInUseE
logger = logging.getLogger(__name__)
LISTENING_RETRY_IN = 2000
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register in dependency order: base models first, then dependent models
+
+# Base models
+simple_account_model = console_ns.model("SimpleAccount", simple_account_fields)
+
+from fields.workflow_fields import pipeline_variable_fields, serialize_value_type
+
+conversation_variable_model = console_ns.model(
+ "ConversationVariable",
+ {
+ "id": fields.String,
+ "name": fields.String,
+ "value_type": fields.String(attribute=serialize_value_type),
+ "value": fields.Raw,
+ "description": fields.String,
+ },
+)
+
+pipeline_variable_model = console_ns.model("PipelineVariable", pipeline_variable_fields)
+
+# Workflow model with nested dependencies
+workflow_fields_copy = workflow_fields.copy()
+workflow_fields_copy["created_by"] = fields.Nested(simple_account_model, attribute="created_by_account")
+workflow_fields_copy["updated_by"] = fields.Nested(
+ simple_account_model, attribute="updated_by_account", allow_null=True
+)
+workflow_fields_copy["conversation_variables"] = fields.List(fields.Nested(conversation_variable_model))
+workflow_fields_copy["rag_pipeline_variables"] = fields.List(fields.Nested(pipeline_variable_model))
+workflow_model = console_ns.model("Workflow", workflow_fields_copy)
+
+# Workflow pagination model
+workflow_pagination_fields_copy = workflow_pagination_fields.copy()
+workflow_pagination_fields_copy["items"] = fields.List(fields.Nested(workflow_model), attribute="items")
+workflow_pagination_model = console_ns.model("WorkflowPagination", workflow_pagination_fields_copy)
+
+# Reuse workflow_run_node_execution_model from workflow_run.py if already registered
+# Otherwise register it here
+from fields.end_user_fields import simple_end_user_fields
+
+simple_end_user_model = None
+try:
+ simple_end_user_model = console_ns.models.get("SimpleEndUser")
+except AttributeError:
+ pass
+if simple_end_user_model is None:
+ simple_end_user_model = console_ns.model("SimpleEndUser", simple_end_user_fields)
+
+workflow_run_node_execution_model = None
+try:
+ workflow_run_node_execution_model = console_ns.models.get("WorkflowRunNodeExecution")
+except AttributeError:
+ pass
+if workflow_run_node_execution_model is None:
+ workflow_run_node_execution_model = console_ns.model("WorkflowRunNodeExecution", workflow_run_node_execution_fields)
+
# TODO(QuantumGhost): Refactor existing node run API to handle file parameter parsing
# at the controller level rather than in the workflow logic. This would improve separation
@@ -70,16 +127,16 @@ def _parse_file(workflow: Workflow, files: list[dict] | None = None) -> Sequence
@console_ns.route("/apps//workflows/draft")
class DraftWorkflowApi(Resource):
- @api.doc("get_draft_workflow")
- @api.doc(description="Get draft workflow for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Draft workflow retrieved successfully", workflow_fields)
- @api.response(404, "Draft workflow not found")
+ @console_ns.doc("get_draft_workflow")
+ @console_ns.doc(description="Get draft workflow for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Draft workflow retrieved successfully", workflow_model)
+ @console_ns.response(404, "Draft workflow not found")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_fields)
+ @marshal_with(workflow_model)
@edit_permission_required
def get(self, app_model: App):
"""
@@ -99,10 +156,10 @@ class DraftWorkflowApi(Resource):
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @api.doc("sync_draft_workflow")
- @api.doc(description="Sync draft workflow configuration")
- @api.expect(
- api.model(
+ @console_ns.doc("sync_draft_workflow")
+ @console_ns.doc(description="Sync draft workflow configuration")
+ @console_ns.expect(
+ console_ns.model(
"SyncDraftWorkflowRequest",
{
"graph": fields.Raw(required=True, description="Workflow graph configuration"),
@@ -113,10 +170,10 @@ class DraftWorkflowApi(Resource):
},
)
)
- @api.response(
+ @console_ns.response(
200,
"Draft workflow synced successfully",
- api.model(
+ console_ns.model(
"SyncDraftWorkflowResponse",
{
"result": fields.String,
@@ -125,8 +182,8 @@ class DraftWorkflowApi(Resource):
},
),
)
- @api.response(400, "Invalid workflow configuration")
- @api.response(403, "Permission denied")
+ @console_ns.response(400, "Invalid workflow configuration")
+ @console_ns.response(403, "Permission denied")
@edit_permission_required
def post(self, app_model: App):
"""
@@ -198,11 +255,11 @@ class DraftWorkflowApi(Resource):
@console_ns.route("/apps//advanced-chat/workflows/draft/run")
class AdvancedChatDraftWorkflowRunApi(Resource):
- @api.doc("run_advanced_chat_draft_workflow")
- @api.doc(description="Run draft workflow for advanced chat application")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("run_advanced_chat_draft_workflow")
+ @console_ns.doc(description="Run draft workflow for advanced chat application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"AdvancedChatWorkflowRunRequest",
{
"query": fields.String(required=True, description="User query"),
@@ -212,9 +269,9 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
},
)
)
- @api.response(200, "Workflow run started successfully")
- @api.response(400, "Invalid request parameters")
- @api.response(403, "Permission denied")
+ @console_ns.response(200, "Workflow run started successfully")
+ @console_ns.response(400, "Invalid request parameters")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@@ -262,11 +319,11 @@ class AdvancedChatDraftWorkflowRunApi(Resource):
@console_ns.route("/apps//advanced-chat/workflows/draft/iteration/nodes//run")
class AdvancedChatDraftRunIterationNodeApi(Resource):
- @api.doc("run_advanced_chat_draft_iteration_node")
- @api.doc(description="Run draft workflow iteration node for advanced chat")
- @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("run_advanced_chat_draft_iteration_node")
+ @console_ns.doc(description="Run draft workflow iteration node for advanced chat")
+ @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+ @console_ns.expect(
+ console_ns.model(
"IterationNodeRunRequest",
{
"task_id": fields.String(required=True, description="Task ID"),
@@ -274,9 +331,9 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
},
)
)
- @api.response(200, "Iteration node run started successfully")
- @api.response(403, "Permission denied")
- @api.response(404, "Node not found")
+ @console_ns.response(200, "Iteration node run started successfully")
+ @console_ns.response(403, "Permission denied")
+ @console_ns.response(404, "Node not found")
@setup_required
@login_required
@account_initialization_required
@@ -309,11 +366,11 @@ class AdvancedChatDraftRunIterationNodeApi(Resource):
@console_ns.route("/apps//workflows/draft/iteration/nodes//run")
class WorkflowDraftRunIterationNodeApi(Resource):
- @api.doc("run_workflow_draft_iteration_node")
- @api.doc(description="Run draft workflow iteration node")
- @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("run_workflow_draft_iteration_node")
+ @console_ns.doc(description="Run draft workflow iteration node")
+ @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+ @console_ns.expect(
+ console_ns.model(
"WorkflowIterationNodeRunRequest",
{
"task_id": fields.String(required=True, description="Task ID"),
@@ -321,9 +378,9 @@ class WorkflowDraftRunIterationNodeApi(Resource):
},
)
)
- @api.response(200, "Workflow iteration node run started successfully")
- @api.response(403, "Permission denied")
- @api.response(404, "Node not found")
+ @console_ns.response(200, "Workflow iteration node run started successfully")
+ @console_ns.response(403, "Permission denied")
+ @console_ns.response(404, "Node not found")
@setup_required
@login_required
@account_initialization_required
@@ -356,11 +413,11 @@ class WorkflowDraftRunIterationNodeApi(Resource):
@console_ns.route("/apps//advanced-chat/workflows/draft/loop/nodes//run")
class AdvancedChatDraftRunLoopNodeApi(Resource):
- @api.doc("run_advanced_chat_draft_loop_node")
- @api.doc(description="Run draft workflow loop node for advanced chat")
- @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("run_advanced_chat_draft_loop_node")
+ @console_ns.doc(description="Run draft workflow loop node for advanced chat")
+ @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+ @console_ns.expect(
+ console_ns.model(
"LoopNodeRunRequest",
{
"task_id": fields.String(required=True, description="Task ID"),
@@ -368,9 +425,9 @@ class AdvancedChatDraftRunLoopNodeApi(Resource):
},
)
)
- @api.response(200, "Loop node run started successfully")
- @api.response(403, "Permission denied")
- @api.response(404, "Node not found")
+ @console_ns.response(200, "Loop node run started successfully")
+ @console_ns.response(403, "Permission denied")
+ @console_ns.response(404, "Node not found")
@setup_required
@login_required
@account_initialization_required
@@ -403,11 +460,11 @@ class AdvancedChatDraftRunLoopNodeApi(Resource):
@console_ns.route("/apps//workflows/draft/loop/nodes//run")
class WorkflowDraftRunLoopNodeApi(Resource):
- @api.doc("run_workflow_draft_loop_node")
- @api.doc(description="Run draft workflow loop node")
- @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("run_workflow_draft_loop_node")
+ @console_ns.doc(description="Run draft workflow loop node")
+ @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+ @console_ns.expect(
+ console_ns.model(
"WorkflowLoopNodeRunRequest",
{
"task_id": fields.String(required=True, description="Task ID"),
@@ -415,9 +472,9 @@ class WorkflowDraftRunLoopNodeApi(Resource):
},
)
)
- @api.response(200, "Workflow loop node run started successfully")
- @api.response(403, "Permission denied")
- @api.response(404, "Node not found")
+ @console_ns.response(200, "Workflow loop node run started successfully")
+ @console_ns.response(403, "Permission denied")
+ @console_ns.response(404, "Node not found")
@setup_required
@login_required
@account_initialization_required
@@ -450,11 +507,11 @@ class WorkflowDraftRunLoopNodeApi(Resource):
@console_ns.route("/apps//workflows/draft/run")
class DraftWorkflowRunApi(Resource):
- @api.doc("run_draft_workflow")
- @api.doc(description="Run draft workflow")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("run_draft_workflow")
+ @console_ns.doc(description="Run draft workflow")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"DraftWorkflowRunRequest",
{
"inputs": fields.Raw(required=True, description="Input variables"),
@@ -462,8 +519,8 @@ class DraftWorkflowRunApi(Resource):
},
)
)
- @api.response(200, "Draft workflow run started successfully")
- @api.response(403, "Permission denied")
+ @console_ns.response(200, "Draft workflow run started successfully")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@@ -501,12 +558,12 @@ class DraftWorkflowRunApi(Resource):
@console_ns.route("/apps//workflow-runs/tasks//stop")
class WorkflowTaskStopApi(Resource):
- @api.doc("stop_workflow_task")
- @api.doc(description="Stop running workflow task")
- @api.doc(params={"app_id": "Application ID", "task_id": "Task ID"})
- @api.response(200, "Task stopped successfully")
- @api.response(404, "Task not found")
- @api.response(403, "Permission denied")
+ @console_ns.doc("stop_workflow_task")
+ @console_ns.doc(description="Stop running workflow task")
+ @console_ns.doc(params={"app_id": "Application ID", "task_id": "Task ID"})
+ @console_ns.response(200, "Task stopped successfully")
+ @console_ns.response(404, "Task not found")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@@ -528,25 +585,25 @@ class WorkflowTaskStopApi(Resource):
@console_ns.route("/apps//workflows/draft/nodes//run")
class DraftWorkflowNodeRunApi(Resource):
- @api.doc("run_draft_workflow_node")
- @api.doc(description="Run draft workflow node")
- @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("run_draft_workflow_node")
+ @console_ns.doc(description="Run draft workflow node")
+ @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+ @console_ns.expect(
+ console_ns.model(
"DraftWorkflowNodeRunRequest",
{
"inputs": fields.Raw(description="Input variables"),
},
)
)
- @api.response(200, "Node run started successfully", workflow_run_node_execution_fields)
- @api.response(403, "Permission denied")
- @api.response(404, "Node not found")
+ @console_ns.response(200, "Node run started successfully", workflow_run_node_execution_model)
+ @console_ns.response(403, "Permission denied")
+ @console_ns.response(404, "Node not found")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_run_node_execution_fields)
+ @marshal_with(workflow_run_node_execution_model)
@edit_permission_required
def post(self, app_model: App, node_id: str):
"""
@@ -595,16 +652,16 @@ parser_publish = (
@console_ns.route("/apps//workflows/publish")
class PublishedWorkflowApi(Resource):
- @api.doc("get_published_workflow")
- @api.doc(description="Get published workflow for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Published workflow retrieved successfully", workflow_fields)
- @api.response(404, "Published workflow not found")
+ @console_ns.doc("get_published_workflow")
+ @console_ns.doc(description="Get published workflow for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Published workflow retrieved successfully", workflow_model)
+ @console_ns.response(404, "Published workflow not found")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_fields)
+ @marshal_with(workflow_model)
@edit_permission_required
def get(self, app_model: App):
"""
@@ -617,7 +674,7 @@ class PublishedWorkflowApi(Resource):
# return workflow, if not found, return None
return workflow
- @api.expect(parser_publish)
+ @console_ns.expect(parser_publish)
@setup_required
@login_required
@account_initialization_required
@@ -666,10 +723,10 @@ class PublishedWorkflowApi(Resource):
@console_ns.route("/apps//workflows/default-workflow-block-configs")
class DefaultBlockConfigsApi(Resource):
- @api.doc("get_default_block_configs")
- @api.doc(description="Get default block configurations for workflow")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Default block configurations retrieved successfully")
+ @console_ns.doc("get_default_block_configs")
+ @console_ns.doc(description="Get default block configurations for workflow")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Default block configurations retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -689,12 +746,12 @@ parser_block = reqparse.RequestParser().add_argument("q", type=str, location="ar
@console_ns.route("/apps//workflows/default-workflow-block-configs/")
class DefaultBlockConfigApi(Resource):
- @api.doc("get_default_block_config")
- @api.doc(description="Get default block configuration by type")
- @api.doc(params={"app_id": "Application ID", "block_type": "Block type"})
- @api.response(200, "Default block configuration retrieved successfully")
- @api.response(404, "Block type not found")
- @api.expect(parser_block)
+ @console_ns.doc("get_default_block_config")
+ @console_ns.doc(description="Get default block configuration by type")
+ @console_ns.doc(params={"app_id": "Application ID", "block_type": "Block type"})
+ @console_ns.response(200, "Default block configuration retrieved successfully")
+ @console_ns.response(404, "Block type not found")
+ @console_ns.expect(parser_block)
@setup_required
@login_required
@account_initialization_required
@@ -731,13 +788,13 @@ parser_convert = (
@console_ns.route("/apps//convert-to-workflow")
class ConvertToWorkflowApi(Resource):
- @api.expect(parser_convert)
- @api.doc("convert_to_workflow")
- @api.doc(description="Convert application to workflow mode")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Application converted to workflow successfully")
- @api.response(400, "Application cannot be converted")
- @api.response(403, "Permission denied")
+ @console_ns.expect(parser_convert)
+ @console_ns.doc("convert_to_workflow")
+ @console_ns.doc(description="Convert application to workflow mode")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Application converted to workflow successfully")
+ @console_ns.response(400, "Application cannot be converted")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@@ -777,16 +834,16 @@ parser_workflows = (
@console_ns.route("/apps//workflows")
class PublishedAllWorkflowApi(Resource):
- @api.expect(parser_workflows)
- @api.doc("get_all_published_workflows")
- @api.doc(description="Get all published workflows for an application")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Published workflows retrieved successfully", workflow_pagination_fields)
+ @console_ns.expect(parser_workflows)
+ @console_ns.doc("get_all_published_workflows")
+ @console_ns.doc(description="Get all published workflows for an application")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Published workflows retrieved successfully", workflow_pagination_model)
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_pagination_fields)
+ @marshal_with(workflow_pagination_model)
@edit_permission_required
def get(self, app_model: App):
"""
@@ -826,11 +883,11 @@ class PublishedAllWorkflowApi(Resource):
@console_ns.route("/apps//workflows/")
class WorkflowByIdApi(Resource):
- @api.doc("update_workflow_by_id")
- @api.doc(description="Update workflow by ID")
- @api.doc(params={"app_id": "Application ID", "workflow_id": "Workflow ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_workflow_by_id")
+ @console_ns.doc(description="Update workflow by ID")
+ @console_ns.doc(params={"app_id": "Application ID", "workflow_id": "Workflow ID"})
+ @console_ns.expect(
+ console_ns.model(
"UpdateWorkflowRequest",
{
"environment_variables": fields.List(fields.Raw, description="Environment variables"),
@@ -838,14 +895,14 @@ class WorkflowByIdApi(Resource):
},
)
)
- @api.response(200, "Workflow updated successfully", workflow_fields)
- @api.response(404, "Workflow not found")
- @api.response(403, "Permission denied")
+ @console_ns.response(200, "Workflow updated successfully", workflow_model)
+ @console_ns.response(404, "Workflow not found")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_fields)
+ @marshal_with(workflow_model)
@edit_permission_required
def patch(self, app_model: App, workflow_id: str):
"""
@@ -926,17 +983,17 @@ class WorkflowByIdApi(Resource):
@console_ns.route("/apps//workflows/draft/nodes//last-run")
class DraftWorkflowNodeLastRunApi(Resource):
- @api.doc("get_draft_workflow_node_last_run")
- @api.doc(description="Get last run result for draft workflow node")
- @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
- @api.response(200, "Node last run retrieved successfully", workflow_run_node_execution_fields)
- @api.response(404, "Node last run not found")
- @api.response(403, "Permission denied")
+ @console_ns.doc("get_draft_workflow_node_last_run")
+ @console_ns.doc(description="Get last run result for draft workflow node")
+ @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+ @console_ns.response(200, "Node last run retrieved successfully", workflow_run_node_execution_model)
+ @console_ns.response(404, "Node last run not found")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_run_node_execution_fields)
+ @marshal_with(workflow_run_node_execution_model)
def get(self, app_model: App, node_id: str):
srv = WorkflowService()
workflow = srv.get_draft_workflow(app_model)
@@ -959,20 +1016,20 @@ class DraftWorkflowTriggerRunApi(Resource):
Path: /apps//workflows/draft/trigger/run
"""
- @api.doc("poll_draft_workflow_trigger_run")
- @api.doc(description="Poll for trigger events and execute full workflow when event arrives")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("poll_draft_workflow_trigger_run")
+ @console_ns.doc(description="Poll for trigger events and execute full workflow when event arrives")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"DraftWorkflowTriggerRunRequest",
{
"node_id": fields.String(required=True, description="Node ID"),
},
)
)
- @api.response(200, "Trigger event received and workflow executed successfully")
- @api.response(403, "Permission denied")
- @api.response(500, "Internal server error")
+ @console_ns.response(200, "Trigger event received and workflow executed successfully")
+ @console_ns.response(403, "Permission denied")
+ @console_ns.response(500, "Internal server error")
@setup_required
@login_required
@account_initialization_required
@@ -983,8 +1040,9 @@ class DraftWorkflowTriggerRunApi(Resource):
Poll for trigger events and execute full workflow when event arrives
"""
current_user, _ = current_account_with_tenant()
- parser = reqparse.RequestParser()
- parser.add_argument("node_id", type=str, required=True, location="json", nullable=False)
+ parser = reqparse.RequestParser().add_argument(
+ "node_id", type=str, required=True, location="json", nullable=False
+ )
args = parser.parse_args()
node_id = args["node_id"]
workflow_service = WorkflowService()
@@ -1032,12 +1090,12 @@ class DraftWorkflowTriggerNodeApi(Resource):
Path: /apps//workflows/draft/nodes//trigger/run
"""
- @api.doc("poll_draft_workflow_trigger_node")
- @api.doc(description="Poll for trigger events and execute single node when event arrives")
- @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
- @api.response(200, "Trigger event received and node executed successfully")
- @api.response(403, "Permission denied")
- @api.response(500, "Internal server error")
+ @console_ns.doc("poll_draft_workflow_trigger_node")
+ @console_ns.doc(description="Poll for trigger events and execute single node when event arrives")
+ @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+ @console_ns.response(200, "Trigger event received and node executed successfully")
+ @console_ns.response(403, "Permission denied")
+ @console_ns.response(500, "Internal server error")
@setup_required
@login_required
@account_initialization_required
@@ -1111,20 +1169,20 @@ class DraftWorkflowTriggerRunAllApi(Resource):
Path: /apps//workflows/draft/trigger/run-all
"""
- @api.doc("draft_workflow_trigger_run_all")
- @api.doc(description="Full workflow debug when the start node is a trigger")
- @api.doc(params={"app_id": "Application ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("draft_workflow_trigger_run_all")
+ @console_ns.doc(description="Full workflow debug when the start node is a trigger")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.expect(
+ console_ns.model(
"DraftWorkflowTriggerRunAllRequest",
{
"node_ids": fields.List(fields.String, required=True, description="Node IDs"),
},
)
)
- @api.response(200, "Workflow executed successfully")
- @api.response(403, "Permission denied")
- @api.response(500, "Internal server error")
+ @console_ns.response(200, "Workflow executed successfully")
+ @console_ns.response(403, "Permission denied")
+ @console_ns.response(500, "Internal server error")
@setup_required
@login_required
@account_initialization_required
@@ -1136,8 +1194,9 @@ class DraftWorkflowTriggerRunAllApi(Resource):
"""
current_user, _ = current_account_with_tenant()
- parser = reqparse.RequestParser()
- parser.add_argument("node_ids", type=list, required=True, location="json", nullable=False)
+ parser = reqparse.RequestParser().add_argument(
+ "node_ids", type=list, required=True, location="json", nullable=False
+ )
args = parser.parse_args()
node_ids = args["node_ids"]
workflow_service = WorkflowService()
diff --git a/api/controllers/console/app/workflow_app_log.py b/api/controllers/console/app/workflow_app_log.py
index d7ecc7c91b..677678cb8f 100644
--- a/api/controllers/console/app/workflow_app_log.py
+++ b/api/controllers/console/app/workflow_app_log.py
@@ -3,24 +3,27 @@ from flask_restx import Resource, marshal_with, reqparse
from flask_restx.inputs import int_range
from sqlalchemy.orm import Session
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from core.workflow.enums import WorkflowExecutionStatus
from extensions.ext_database import db
-from fields.workflow_app_log_fields import workflow_app_log_pagination_fields
+from fields.workflow_app_log_fields import build_workflow_app_log_pagination_model
from libs.login import login_required
from models import App
from models.model import AppMode
from services.workflow_app_service import WorkflowAppService
+# Register model for flask_restx to avoid dict type issues in Swagger
+workflow_app_log_pagination_model = build_workflow_app_log_pagination_model(console_ns)
+
@console_ns.route("/apps//workflow-app-logs")
class WorkflowAppLogApi(Resource):
- @api.doc("get_workflow_app_logs")
- @api.doc(description="Get workflow application execution logs")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(
+ @console_ns.doc("get_workflow_app_logs")
+ @console_ns.doc(description="Get workflow application execution logs")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(
params={
"keyword": "Search keyword for filtering logs",
"status": "Filter by execution status (succeeded, failed, stopped, partial-succeeded)",
@@ -33,12 +36,12 @@ class WorkflowAppLogApi(Resource):
"limit": "Number of items per page (1-100)",
}
)
- @api.response(200, "Workflow app logs retrieved successfully", workflow_app_log_pagination_fields)
+ @console_ns.response(200, "Workflow app logs retrieved successfully", workflow_app_log_pagination_model)
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.WORKFLOW])
- @marshal_with(workflow_app_log_pagination_fields)
+ @marshal_with(workflow_app_log_pagination_model)
def get(self, app_model: App):
"""
Get workflow app logs
diff --git a/api/controllers/console/app/workflow_draft_variable.py b/api/controllers/console/app/workflow_draft_variable.py
index 0722eb40d2..41ae8727de 100644
--- a/api/controllers/console/app/workflow_draft_variable.py
+++ b/api/controllers/console/app/workflow_draft_variable.py
@@ -1,17 +1,18 @@
import logging
-from typing import NoReturn
+from collections.abc import Callable
+from functools import wraps
+from typing import NoReturn, ParamSpec, TypeVar
from flask import Response
from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import (
DraftWorkflowNotExist,
)
from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
from controllers.web.error import InvalidArgumentError, NotFoundError
from core.file import helpers as file_helpers
from core.variables.segment_group import SegmentGroup
@@ -21,8 +22,8 @@ from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIAB
from extensions.ext_database import db
from factories.file_factory import build_from_mapping, build_from_mappings
from factories.variable_factory import build_segment_with_type
-from libs.login import current_user, login_required
-from models import Account, App, AppMode
+from libs.login import login_required
+from models import App, AppMode
from models.workflow import WorkflowDraftVariable
from services.workflow_draft_variable_service import WorkflowDraftVariableList, WorkflowDraftVariableService
from services.workflow_service import WorkflowService
@@ -140,8 +141,42 @@ _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS = {
"items": fields.List(fields.Nested(_WORKFLOW_DRAFT_VARIABLE_FIELDS), attribute=_get_items),
}
+# Register models for flask_restx to avoid dict type issues in Swagger
+workflow_draft_variable_without_value_model = console_ns.model(
+ "WorkflowDraftVariableWithoutValue", _WORKFLOW_DRAFT_VARIABLE_WITHOUT_VALUE_FIELDS
+)
-def _api_prerequisite(f):
+workflow_draft_variable_model = console_ns.model("WorkflowDraftVariable", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
+
+workflow_draft_env_variable_model = console_ns.model("WorkflowDraftEnvVariable", _WORKFLOW_DRAFT_ENV_VARIABLE_FIELDS)
+
+workflow_draft_env_variable_list_fields_copy = _WORKFLOW_DRAFT_ENV_VARIABLE_LIST_FIELDS.copy()
+workflow_draft_env_variable_list_fields_copy["items"] = fields.List(fields.Nested(workflow_draft_env_variable_model))
+workflow_draft_env_variable_list_model = console_ns.model(
+ "WorkflowDraftEnvVariableList", workflow_draft_env_variable_list_fields_copy
+)
+
+workflow_draft_variable_list_without_value_fields_copy = _WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS.copy()
+workflow_draft_variable_list_without_value_fields_copy["items"] = fields.List(
+ fields.Nested(workflow_draft_variable_without_value_model), attribute=_get_items
+)
+workflow_draft_variable_list_without_value_model = console_ns.model(
+ "WorkflowDraftVariableListWithoutValue", workflow_draft_variable_list_without_value_fields_copy
+)
+
+workflow_draft_variable_list_fields_copy = _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS.copy()
+workflow_draft_variable_list_fields_copy["items"] = fields.List(
+ fields.Nested(workflow_draft_variable_model), attribute=_get_items
+)
+workflow_draft_variable_list_model = console_ns.model(
+ "WorkflowDraftVariableList", workflow_draft_variable_list_fields_copy
+)
+
+P = ParamSpec("P")
+R = TypeVar("R")
+
+
+def _api_prerequisite(f: Callable[P, R]):
"""Common prerequisites for all draft workflow variable APIs.
It ensures the following conditions are satisfied:
@@ -155,11 +190,10 @@ def _api_prerequisite(f):
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- def wrapper(*args, **kwargs):
- assert isinstance(current_user, Account)
- if not current_user.has_edit_permission:
- raise Forbidden()
+ @wraps(f)
+ def wrapper(*args: P.args, **kwargs: P.kwargs):
return f(*args, **kwargs)
return wrapper
@@ -167,13 +201,16 @@ def _api_prerequisite(f):
@console_ns.route("/apps//workflows/draft/variables")
class WorkflowVariableCollectionApi(Resource):
- @api.doc("get_workflow_variables")
- @api.doc(description="Get draft workflow variables")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"page": "Page number (1-100000)", "limit": "Number of items per page (1-100)"})
- @api.response(200, "Workflow variables retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
+ @console_ns.expect(_create_pagination_parser())
+ @console_ns.doc("get_workflow_variables")
+ @console_ns.doc(description="Get draft workflow variables")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(params={"page": "Page number (1-100000)", "limit": "Number of items per page (1-100)"})
+ @console_ns.response(
+ 200, "Workflow variables retrieved successfully", workflow_draft_variable_list_without_value_model
+ )
@_api_prerequisite
- @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_WITHOUT_VALUE_FIELDS)
+ @marshal_with(workflow_draft_variable_list_without_value_model)
def get(self, app_model: App):
"""
Get draft workflow
@@ -200,9 +237,9 @@ class WorkflowVariableCollectionApi(Resource):
return workflow_vars
- @api.doc("delete_workflow_variables")
- @api.doc(description="Delete all draft workflow variables")
- @api.response(204, "Workflow variables deleted successfully")
+ @console_ns.doc("delete_workflow_variables")
+ @console_ns.doc(description="Delete all draft workflow variables")
+ @console_ns.response(204, "Workflow variables deleted successfully")
@_api_prerequisite
def delete(self, app_model: App):
draft_var_srv = WorkflowDraftVariableService(
@@ -233,12 +270,12 @@ def validate_node_id(node_id: str) -> NoReturn | None:
@console_ns.route("/apps//workflows/draft/nodes//variables")
class NodeVariableCollectionApi(Resource):
- @api.doc("get_node_variables")
- @api.doc(description="Get variables for a specific node")
- @api.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
- @api.response(200, "Node variables retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+ @console_ns.doc("get_node_variables")
+ @console_ns.doc(description="Get variables for a specific node")
+ @console_ns.doc(params={"app_id": "Application ID", "node_id": "Node ID"})
+ @console_ns.response(200, "Node variables retrieved successfully", workflow_draft_variable_list_model)
@_api_prerequisite
- @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+ @marshal_with(workflow_draft_variable_list_model)
def get(self, app_model: App, node_id: str):
validate_node_id(node_id)
with Session(bind=db.engine, expire_on_commit=False) as session:
@@ -249,9 +286,9 @@ class NodeVariableCollectionApi(Resource):
return node_vars
- @api.doc("delete_node_variables")
- @api.doc(description="Delete all variables for a specific node")
- @api.response(204, "Node variables deleted successfully")
+ @console_ns.doc("delete_node_variables")
+ @console_ns.doc(description="Delete all variables for a specific node")
+ @console_ns.response(204, "Node variables deleted successfully")
@_api_prerequisite
def delete(self, app_model: App, node_id: str):
validate_node_id(node_id)
@@ -266,13 +303,13 @@ class VariableApi(Resource):
_PATCH_NAME_FIELD = "name"
_PATCH_VALUE_FIELD = "value"
- @api.doc("get_variable")
- @api.doc(description="Get a specific workflow variable")
- @api.doc(params={"app_id": "Application ID", "variable_id": "Variable ID"})
- @api.response(200, "Variable retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
- @api.response(404, "Variable not found")
+ @console_ns.doc("get_variable")
+ @console_ns.doc(description="Get a specific workflow variable")
+ @console_ns.doc(params={"app_id": "Application ID", "variable_id": "Variable ID"})
+ @console_ns.response(200, "Variable retrieved successfully", workflow_draft_variable_model)
+ @console_ns.response(404, "Variable not found")
@_api_prerequisite
- @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
+ @marshal_with(workflow_draft_variable_model)
def get(self, app_model: App, variable_id: str):
draft_var_srv = WorkflowDraftVariableService(
session=db.session(),
@@ -284,10 +321,10 @@ class VariableApi(Resource):
raise NotFoundError(description=f"variable not found, id={variable_id}")
return variable
- @api.doc("update_variable")
- @api.doc(description="Update a workflow variable")
- @api.expect(
- api.model(
+ @console_ns.doc("update_variable")
+ @console_ns.doc(description="Update a workflow variable")
+ @console_ns.expect(
+ console_ns.model(
"UpdateVariableRequest",
{
"name": fields.String(description="Variable name"),
@@ -295,10 +332,10 @@ class VariableApi(Resource):
},
)
)
- @api.response(200, "Variable updated successfully", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
- @api.response(404, "Variable not found")
+ @console_ns.response(200, "Variable updated successfully", workflow_draft_variable_model)
+ @console_ns.response(404, "Variable not found")
@_api_prerequisite
- @marshal_with(_WORKFLOW_DRAFT_VARIABLE_FIELDS)
+ @marshal_with(workflow_draft_variable_model)
def patch(self, app_model: App, variable_id: str):
# Request payload for file types:
#
@@ -360,10 +397,10 @@ class VariableApi(Resource):
db.session.commit()
return variable
- @api.doc("delete_variable")
- @api.doc(description="Delete a workflow variable")
- @api.response(204, "Variable deleted successfully")
- @api.response(404, "Variable not found")
+ @console_ns.doc("delete_variable")
+ @console_ns.doc(description="Delete a workflow variable")
+ @console_ns.response(204, "Variable deleted successfully")
+ @console_ns.response(404, "Variable not found")
@_api_prerequisite
def delete(self, app_model: App, variable_id: str):
draft_var_srv = WorkflowDraftVariableService(
@@ -381,12 +418,12 @@ class VariableApi(Resource):
@console_ns.route("/apps//workflows/draft/variables//reset")
class VariableResetApi(Resource):
- @api.doc("reset_variable")
- @api.doc(description="Reset a workflow variable to its default value")
- @api.doc(params={"app_id": "Application ID", "variable_id": "Variable ID"})
- @api.response(200, "Variable reset successfully", _WORKFLOW_DRAFT_VARIABLE_FIELDS)
- @api.response(204, "Variable reset (no content)")
- @api.response(404, "Variable not found")
+ @console_ns.doc("reset_variable")
+ @console_ns.doc(description="Reset a workflow variable to its default value")
+ @console_ns.doc(params={"app_id": "Application ID", "variable_id": "Variable ID"})
+ @console_ns.response(200, "Variable reset successfully", workflow_draft_variable_model)
+ @console_ns.response(204, "Variable reset (no content)")
+ @console_ns.response(404, "Variable not found")
@_api_prerequisite
def put(self, app_model: App, variable_id: str):
draft_var_srv = WorkflowDraftVariableService(
@@ -410,7 +447,7 @@ class VariableResetApi(Resource):
if resetted is None:
return Response("", 204)
else:
- return marshal(resetted, _WORKFLOW_DRAFT_VARIABLE_FIELDS)
+ return marshal(resetted, workflow_draft_variable_model)
def _get_variable_list(app_model: App, node_id) -> WorkflowDraftVariableList:
@@ -429,13 +466,13 @@ def _get_variable_list(app_model: App, node_id) -> WorkflowDraftVariableList:
@console_ns.route("/apps//workflows/draft/conversation-variables")
class ConversationVariableCollectionApi(Resource):
- @api.doc("get_conversation_variables")
- @api.doc(description="Get conversation variables for workflow")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Conversation variables retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
- @api.response(404, "Draft workflow not found")
+ @console_ns.doc("get_conversation_variables")
+ @console_ns.doc(description="Get conversation variables for workflow")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Conversation variables retrieved successfully", workflow_draft_variable_list_model)
+ @console_ns.response(404, "Draft workflow not found")
@_api_prerequisite
- @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+ @marshal_with(workflow_draft_variable_list_model)
def get(self, app_model: App):
# NOTE(QuantumGhost): Prefill conversation variables into the draft variables table
# so their IDs can be returned to the caller.
@@ -451,23 +488,23 @@ class ConversationVariableCollectionApi(Resource):
@console_ns.route("/apps//workflows/draft/system-variables")
class SystemVariableCollectionApi(Resource):
- @api.doc("get_system_variables")
- @api.doc(description="Get system variables for workflow")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "System variables retrieved successfully", _WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+ @console_ns.doc("get_system_variables")
+ @console_ns.doc(description="Get system variables for workflow")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "System variables retrieved successfully", workflow_draft_variable_list_model)
@_api_prerequisite
- @marshal_with(_WORKFLOW_DRAFT_VARIABLE_LIST_FIELDS)
+ @marshal_with(workflow_draft_variable_list_model)
def get(self, app_model: App):
return _get_variable_list(app_model, SYSTEM_VARIABLE_NODE_ID)
@console_ns.route("/apps//workflows/draft/environment-variables")
class EnvironmentVariableCollectionApi(Resource):
- @api.doc("get_environment_variables")
- @api.doc(description="Get environment variables for workflow")
- @api.doc(params={"app_id": "Application ID"})
- @api.response(200, "Environment variables retrieved successfully")
- @api.response(404, "Draft workflow not found")
+ @console_ns.doc("get_environment_variables")
+ @console_ns.doc(description="Get environment variables for workflow")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.response(200, "Environment variables retrieved successfully")
+ @console_ns.response(404, "Draft workflow not found")
@_api_prerequisite
def get(self, app_model: App):
"""
diff --git a/api/controllers/console/app/workflow_run.py b/api/controllers/console/app/workflow_run.py
index 23c228efbe..c016104ce0 100644
--- a/api/controllers/console/app/workflow_run.py
+++ b/api/controllers/console/app/workflow_run.py
@@ -1,15 +1,20 @@
from typing import cast
-from flask_restx import Resource, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal_with, reqparse
from flask_restx.inputs import int_range
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
+from fields.end_user_fields import simple_end_user_fields
+from fields.member_fields import simple_account_fields
from fields.workflow_run_fields import (
+ advanced_chat_workflow_run_for_list_fields,
advanced_chat_workflow_run_pagination_fields,
workflow_run_count_fields,
workflow_run_detail_fields,
+ workflow_run_for_list_fields,
+ workflow_run_node_execution_fields,
workflow_run_node_execution_list_fields,
workflow_run_pagination_fields,
)
@@ -22,6 +27,71 @@ from services.workflow_run_service import WorkflowRunService
# Workflow run status choices for filtering
WORKFLOW_RUN_STATUS_CHOICES = ["running", "succeeded", "failed", "stopped", "partial-succeeded"]
+# Register models for flask_restx to avoid dict type issues in Swagger
+# Register in dependency order: base models first, then dependent models
+
+# Base models
+simple_account_model = console_ns.model("SimpleAccount", simple_account_fields)
+
+simple_end_user_model = console_ns.model("SimpleEndUser", simple_end_user_fields)
+
+# Models that depend on simple_account_fields
+workflow_run_for_list_fields_copy = workflow_run_for_list_fields.copy()
+workflow_run_for_list_fields_copy["created_by_account"] = fields.Nested(
+ simple_account_model, attribute="created_by_account", allow_null=True
+)
+workflow_run_for_list_model = console_ns.model("WorkflowRunForList", workflow_run_for_list_fields_copy)
+
+advanced_chat_workflow_run_for_list_fields_copy = advanced_chat_workflow_run_for_list_fields.copy()
+advanced_chat_workflow_run_for_list_fields_copy["created_by_account"] = fields.Nested(
+ simple_account_model, attribute="created_by_account", allow_null=True
+)
+advanced_chat_workflow_run_for_list_model = console_ns.model(
+ "AdvancedChatWorkflowRunForList", advanced_chat_workflow_run_for_list_fields_copy
+)
+
+workflow_run_detail_fields_copy = workflow_run_detail_fields.copy()
+workflow_run_detail_fields_copy["created_by_account"] = fields.Nested(
+ simple_account_model, attribute="created_by_account", allow_null=True
+)
+workflow_run_detail_fields_copy["created_by_end_user"] = fields.Nested(
+ simple_end_user_model, attribute="created_by_end_user", allow_null=True
+)
+workflow_run_detail_model = console_ns.model("WorkflowRunDetail", workflow_run_detail_fields_copy)
+
+workflow_run_node_execution_fields_copy = workflow_run_node_execution_fields.copy()
+workflow_run_node_execution_fields_copy["created_by_account"] = fields.Nested(
+ simple_account_model, attribute="created_by_account", allow_null=True
+)
+workflow_run_node_execution_fields_copy["created_by_end_user"] = fields.Nested(
+ simple_end_user_model, attribute="created_by_end_user", allow_null=True
+)
+workflow_run_node_execution_model = console_ns.model(
+ "WorkflowRunNodeExecution", workflow_run_node_execution_fields_copy
+)
+
+# Simple models without nested dependencies
+workflow_run_count_model = console_ns.model("WorkflowRunCount", workflow_run_count_fields)
+
+# Pagination models that depend on list models
+advanced_chat_workflow_run_pagination_fields_copy = advanced_chat_workflow_run_pagination_fields.copy()
+advanced_chat_workflow_run_pagination_fields_copy["data"] = fields.List(
+ fields.Nested(advanced_chat_workflow_run_for_list_model), attribute="data"
+)
+advanced_chat_workflow_run_pagination_model = console_ns.model(
+ "AdvancedChatWorkflowRunPagination", advanced_chat_workflow_run_pagination_fields_copy
+)
+
+workflow_run_pagination_fields_copy = workflow_run_pagination_fields.copy()
+workflow_run_pagination_fields_copy["data"] = fields.List(fields.Nested(workflow_run_for_list_model), attribute="data")
+workflow_run_pagination_model = console_ns.model("WorkflowRunPagination", workflow_run_pagination_fields_copy)
+
+workflow_run_node_execution_list_fields_copy = workflow_run_node_execution_list_fields.copy()
+workflow_run_node_execution_list_fields_copy["data"] = fields.List(fields.Nested(workflow_run_node_execution_model))
+workflow_run_node_execution_list_model = console_ns.model(
+ "WorkflowRunNodeExecutionList", workflow_run_node_execution_list_fields_copy
+)
+
def _parse_workflow_run_list_args():
"""
@@ -90,18 +160,22 @@ def _parse_workflow_run_count_args():
@console_ns.route("/apps//advanced-chat/workflow-runs")
class AdvancedChatAppWorkflowRunListApi(Resource):
- @api.doc("get_advanced_chat_workflow_runs")
- @api.doc(description="Get advanced chat workflow run list")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"last_id": "Last run ID for pagination", "limit": "Number of items per page (1-100)"})
- @api.doc(params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"})
- @api.doc(params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"})
- @api.response(200, "Workflow runs retrieved successfully", advanced_chat_workflow_run_pagination_fields)
+ @console_ns.doc("get_advanced_chat_workflow_runs")
+ @console_ns.doc(description="Get advanced chat workflow run list")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(params={"last_id": "Last run ID for pagination", "limit": "Number of items per page (1-100)"})
+ @console_ns.doc(
+ params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
+ )
+ @console_ns.doc(
+ params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
+ )
+ @console_ns.response(200, "Workflow runs retrieved successfully", advanced_chat_workflow_run_pagination_model)
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT])
- @marshal_with(advanced_chat_workflow_run_pagination_fields)
+ @marshal_with(advanced_chat_workflow_run_pagination_model)
def get(self, app_model: App):
"""
Get advanced chat app workflow run list
@@ -125,11 +199,13 @@ class AdvancedChatAppWorkflowRunListApi(Resource):
@console_ns.route("/apps//advanced-chat/workflow-runs/count")
class AdvancedChatAppWorkflowRunCountApi(Resource):
- @api.doc("get_advanced_chat_workflow_runs_count")
- @api.doc(description="Get advanced chat workflow runs count statistics")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"})
- @api.doc(
+ @console_ns.doc("get_advanced_chat_workflow_runs_count")
+ @console_ns.doc(description="Get advanced chat workflow runs count statistics")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(
+ params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
+ )
+ @console_ns.doc(
params={
"time_range": (
"Filter by time range (optional): e.g., 7d (7 days), 4h (4 hours), "
@@ -137,13 +213,15 @@ class AdvancedChatAppWorkflowRunCountApi(Resource):
)
}
)
- @api.doc(params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"})
- @api.response(200, "Workflow runs count retrieved successfully", workflow_run_count_fields)
+ @console_ns.doc(
+ params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
+ )
+ @console_ns.response(200, "Workflow runs count retrieved successfully", workflow_run_count_model)
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT])
- @marshal_with(workflow_run_count_fields)
+ @marshal_with(workflow_run_count_model)
def get(self, app_model: App):
"""
Get advanced chat workflow runs count statistics
@@ -170,18 +248,22 @@ class AdvancedChatAppWorkflowRunCountApi(Resource):
@console_ns.route("/apps//workflow-runs")
class WorkflowRunListApi(Resource):
- @api.doc("get_workflow_runs")
- @api.doc(description="Get workflow run list")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"last_id": "Last run ID for pagination", "limit": "Number of items per page (1-100)"})
- @api.doc(params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"})
- @api.doc(params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"})
- @api.response(200, "Workflow runs retrieved successfully", workflow_run_pagination_fields)
+ @console_ns.doc("get_workflow_runs")
+ @console_ns.doc(description="Get workflow run list")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(params={"last_id": "Last run ID for pagination", "limit": "Number of items per page (1-100)"})
+ @console_ns.doc(
+ params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
+ )
+ @console_ns.doc(
+ params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
+ )
+ @console_ns.response(200, "Workflow runs retrieved successfully", workflow_run_pagination_model)
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_run_pagination_fields)
+ @marshal_with(workflow_run_pagination_model)
def get(self, app_model: App):
"""
Get workflow run list
@@ -205,11 +287,13 @@ class WorkflowRunListApi(Resource):
@console_ns.route("/apps//workflow-runs/count")
class WorkflowRunCountApi(Resource):
- @api.doc("get_workflow_runs_count")
- @api.doc(description="Get workflow runs count statistics")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"})
- @api.doc(
+ @console_ns.doc("get_workflow_runs_count")
+ @console_ns.doc(description="Get workflow runs count statistics")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(
+ params={"status": "Filter by status (optional): running, succeeded, failed, stopped, partial-succeeded"}
+ )
+ @console_ns.doc(
params={
"time_range": (
"Filter by time range (optional): e.g., 7d (7 days), 4h (4 hours), "
@@ -217,13 +301,15 @@ class WorkflowRunCountApi(Resource):
)
}
)
- @api.doc(params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"})
- @api.response(200, "Workflow runs count retrieved successfully", workflow_run_count_fields)
+ @console_ns.doc(
+ params={"triggered_from": "Filter by trigger source (optional): debugging or app-run. Default: debugging"}
+ )
+ @console_ns.response(200, "Workflow runs count retrieved successfully", workflow_run_count_model)
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_run_count_fields)
+ @marshal_with(workflow_run_count_model)
def get(self, app_model: App):
"""
Get workflow runs count statistics
@@ -250,16 +336,16 @@ class WorkflowRunCountApi(Resource):
@console_ns.route("/apps//workflow-runs/")
class WorkflowRunDetailApi(Resource):
- @api.doc("get_workflow_run_detail")
- @api.doc(description="Get workflow run detail")
- @api.doc(params={"app_id": "Application ID", "run_id": "Workflow run ID"})
- @api.response(200, "Workflow run detail retrieved successfully", workflow_run_detail_fields)
- @api.response(404, "Workflow run not found")
+ @console_ns.doc("get_workflow_run_detail")
+ @console_ns.doc(description="Get workflow run detail")
+ @console_ns.doc(params={"app_id": "Application ID", "run_id": "Workflow run ID"})
+ @console_ns.response(200, "Workflow run detail retrieved successfully", workflow_run_detail_model)
+ @console_ns.response(404, "Workflow run not found")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_run_detail_fields)
+ @marshal_with(workflow_run_detail_model)
def get(self, app_model: App, run_id):
"""
Get workflow run detail
@@ -274,16 +360,16 @@ class WorkflowRunDetailApi(Resource):
@console_ns.route("/apps//workflow-runs//node-executions")
class WorkflowRunNodeExecutionListApi(Resource):
- @api.doc("get_workflow_run_node_executions")
- @api.doc(description="Get workflow run node execution list")
- @api.doc(params={"app_id": "Application ID", "run_id": "Workflow run ID"})
- @api.response(200, "Node executions retrieved successfully", workflow_run_node_execution_list_fields)
- @api.response(404, "Workflow run not found")
+ @console_ns.doc("get_workflow_run_node_executions")
+ @console_ns.doc(description="Get workflow run node execution list")
+ @console_ns.doc(params={"app_id": "Application ID", "run_id": "Workflow run ID"})
+ @console_ns.response(200, "Node executions retrieved successfully", workflow_run_node_execution_list_model)
+ @console_ns.response(404, "Workflow run not found")
@setup_required
@login_required
@account_initialization_required
@get_app_model(mode=[AppMode.ADVANCED_CHAT, AppMode.WORKFLOW])
- @marshal_with(workflow_run_node_execution_list_fields)
+ @marshal_with(workflow_run_node_execution_list_model)
def get(self, app_model: App, run_id):
"""
Get workflow run node execution list
diff --git a/api/controllers/console/app/workflow_statistic.py b/api/controllers/console/app/workflow_statistic.py
index ef5205c1ee..4a873e5ec1 100644
--- a/api/controllers/console/app/workflow_statistic.py
+++ b/api/controllers/console/app/workflow_statistic.py
@@ -2,7 +2,7 @@ from flask import abort, jsonify
from flask_restx import Resource, reqparse
from sqlalchemy.orm import sessionmaker
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.wraps import get_app_model
from controllers.console.wraps import account_initialization_required, setup_required
from extensions.ext_database import db
@@ -21,11 +21,13 @@ class WorkflowDailyRunsStatistic(Resource):
session_maker = sessionmaker(bind=db.engine, expire_on_commit=False)
self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
- @api.doc("get_workflow_daily_runs_statistic")
- @api.doc(description="Get workflow daily runs statistics")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"})
- @api.response(200, "Daily runs statistics retrieved successfully")
+ @console_ns.doc("get_workflow_daily_runs_statistic")
+ @console_ns.doc(description="Get workflow daily runs statistics")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(
+ params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"}
+ )
+ @console_ns.response(200, "Daily runs statistics retrieved successfully")
@get_app_model
@setup_required
@login_required
@@ -66,11 +68,13 @@ class WorkflowDailyTerminalsStatistic(Resource):
session_maker = sessionmaker(bind=db.engine, expire_on_commit=False)
self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
- @api.doc("get_workflow_daily_terminals_statistic")
- @api.doc(description="Get workflow daily terminals statistics")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"})
- @api.response(200, "Daily terminals statistics retrieved successfully")
+ @console_ns.doc("get_workflow_daily_terminals_statistic")
+ @console_ns.doc(description="Get workflow daily terminals statistics")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(
+ params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"}
+ )
+ @console_ns.response(200, "Daily terminals statistics retrieved successfully")
@get_app_model
@setup_required
@login_required
@@ -111,11 +115,13 @@ class WorkflowDailyTokenCostStatistic(Resource):
session_maker = sessionmaker(bind=db.engine, expire_on_commit=False)
self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
- @api.doc("get_workflow_daily_token_cost_statistic")
- @api.doc(description="Get workflow daily token cost statistics")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"})
- @api.response(200, "Daily token cost statistics retrieved successfully")
+ @console_ns.doc("get_workflow_daily_token_cost_statistic")
+ @console_ns.doc(description="Get workflow daily token cost statistics")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(
+ params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"}
+ )
+ @console_ns.response(200, "Daily token cost statistics retrieved successfully")
@get_app_model
@setup_required
@login_required
@@ -156,11 +162,13 @@ class WorkflowAverageAppInteractionStatistic(Resource):
session_maker = sessionmaker(bind=db.engine, expire_on_commit=False)
self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker)
- @api.doc("get_workflow_average_app_interaction_statistic")
- @api.doc(description="Get workflow average app interaction statistics")
- @api.doc(params={"app_id": "Application ID"})
- @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"})
- @api.response(200, "Average app interaction statistics retrieved successfully")
+ @console_ns.doc("get_workflow_average_app_interaction_statistic")
+ @console_ns.doc(description="Get workflow average app interaction statistics")
+ @console_ns.doc(params={"app_id": "Application ID"})
+ @console_ns.doc(
+ params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"}
+ )
+ @console_ns.response(200, "Average app interaction statistics retrieved successfully")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/app/workflow_trigger.py b/api/controllers/console/app/workflow_trigger.py
index fd64261525..5d16e4f979 100644
--- a/api/controllers/console/app/workflow_trigger.py
+++ b/api/controllers/console/app/workflow_trigger.py
@@ -1,14 +1,13 @@
import logging
-from flask_restx import Resource, marshal_with, reqparse
+from flask import request
+from flask_restx import Resource, marshal_with
+from pydantic import BaseModel
from sqlalchemy import select
from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden, NotFound
+from werkzeug.exceptions import NotFound
from configs import dify_config
-from controllers.console import api
-from controllers.console.app.wraps import get_app_model
-from controllers.console.wraps import account_initialization_required, setup_required
from extensions.ext_database import db
from fields.workflow_trigger_fields import trigger_fields, triggers_list_fields, webhook_trigger_fields
from libs.login import current_user, login_required
@@ -16,12 +15,35 @@ from models.enums import AppTriggerStatus
from models.model import Account, App, AppMode
from models.trigger import AppTrigger, WorkflowWebhookTrigger
+from .. import console_ns
+from ..app.wraps import get_app_model
+from ..wraps import account_initialization_required, edit_permission_required, setup_required
+
logger = logging.getLogger(__name__)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+class Parser(BaseModel):
+ node_id: str
+
+
+class ParserEnable(BaseModel):
+ trigger_id: str
+ enable_trigger: bool
+
+
+console_ns.schema_model(Parser.__name__, Parser.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
+
+console_ns.schema_model(
+ ParserEnable.__name__, ParserEnable.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+
+@console_ns.route("/apps//workflows/triggers/webhook")
class WebhookTriggerApi(Resource):
"""Webhook Trigger API"""
+ @console_ns.expect(console_ns.models[Parser.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -29,11 +51,9 @@ class WebhookTriggerApi(Resource):
@marshal_with(webhook_trigger_fields)
def get(self, app_model: App):
"""Get webhook trigger for a node"""
- parser = reqparse.RequestParser()
- parser.add_argument("node_id", type=str, required=True, help="Node ID is required")
- args = parser.parse_args()
+ args = Parser.model_validate(request.args.to_dict(flat=True)) # type: ignore
- node_id = str(args["node_id"])
+ node_id = args.node_id
with Session(db.engine) as session:
# Get webhook trigger for this app and node
@@ -52,6 +72,7 @@ class WebhookTriggerApi(Resource):
return webhook_trigger
+@console_ns.route("/apps//triggers")
class AppTriggersApi(Resource):
"""App Triggers list API"""
@@ -91,26 +112,22 @@ class AppTriggersApi(Resource):
return {"data": triggers}
+@console_ns.route("/apps//trigger-enable")
class AppTriggerEnableApi(Resource):
+ @console_ns.expect(console_ns.models[ParserEnable.__name__], validate=True)
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_app_model(mode=AppMode.WORKFLOW)
@marshal_with(trigger_fields)
def post(self, app_model: App):
"""Update app trigger (enable/disable)"""
- parser = reqparse.RequestParser()
- parser.add_argument("trigger_id", type=str, required=True, nullable=False, location="json")
- parser.add_argument("enable_trigger", type=bool, required=True, nullable=False, location="json")
- args = parser.parse_args()
+ args = ParserEnable.model_validate(console_ns.payload)
- assert isinstance(current_user, Account)
assert current_user.current_tenant_id is not None
- if not current_user.has_edit_permission:
- raise Forbidden()
-
- trigger_id = args["trigger_id"]
+ trigger_id = args.trigger_id
with Session(db.engine) as session:
# Find the trigger using select
trigger = session.execute(
@@ -125,7 +142,7 @@ class AppTriggerEnableApi(Resource):
raise NotFound("Trigger not found")
# Update status based on enable_trigger boolean
- trigger.status = AppTriggerStatus.ENABLED if args["enable_trigger"] else AppTriggerStatus.DISABLED
+ trigger.status = AppTriggerStatus.ENABLED if args.enable_trigger else AppTriggerStatus.DISABLED
session.commit()
session.refresh(trigger)
@@ -138,8 +155,3 @@ class AppTriggerEnableApi(Resource):
trigger.icon = "" # type: ignore
return trigger
-
-
-api.add_resource(WebhookTriggerApi, "/apps//workflows/triggers/webhook")
-api.add_resource(AppTriggersApi, "/apps//triggers")
-api.add_resource(AppTriggerEnableApi, "/apps//trigger-enable")
diff --git a/api/controllers/console/auth/activate.py b/api/controllers/console/auth/activate.py
index 2eeef079a1..a11b741040 100644
--- a/api/controllers/console/auth/activate.py
+++ b/api/controllers/console/auth/activate.py
@@ -2,7 +2,7 @@ from flask import request
from flask_restx import Resource, fields, reqparse
from constants.languages import supported_language
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.error import AlreadyActivateError
from extensions.ext_database import db
from libs.datetime_utils import naive_utc_now
@@ -20,13 +20,13 @@ active_check_parser = (
@console_ns.route("/activate/check")
class ActivateCheckApi(Resource):
- @api.doc("check_activation_token")
- @api.doc(description="Check if activation token is valid")
- @api.expect(active_check_parser)
- @api.response(
+ @console_ns.doc("check_activation_token")
+ @console_ns.doc(description="Check if activation token is valid")
+ @console_ns.expect(active_check_parser)
+ @console_ns.response(
200,
"Success",
- api.model(
+ console_ns.model(
"ActivationCheckResponse",
{
"is_valid": fields.Boolean(description="Whether token is valid"),
@@ -69,13 +69,13 @@ active_parser = (
@console_ns.route("/activate")
class ActivateApi(Resource):
- @api.doc("activate_account")
- @api.doc(description="Activate account with invitation token")
- @api.expect(active_parser)
- @api.response(
+ @console_ns.doc("activate_account")
+ @console_ns.doc(description="Activate account with invitation token")
+ @console_ns.expect(active_parser)
+ @console_ns.response(
200,
"Account activated successfully",
- api.model(
+ console_ns.model(
"ActivationResponse",
{
"result": fields.String(description="Operation result"),
@@ -83,7 +83,7 @@ class ActivateApi(Resource):
},
),
)
- @api.response(400, "Already activated or invalid token")
+ @console_ns.response(400, "Already activated or invalid token")
def post(self):
args = active_parser.parse_args()
diff --git a/api/controllers/console/auth/data_source_bearer_auth.py b/api/controllers/console/auth/data_source_bearer_auth.py
index a06435267b..9d7fcef183 100644
--- a/api/controllers/console/auth/data_source_bearer_auth.py
+++ b/api/controllers/console/auth/data_source_bearer_auth.py
@@ -1,8 +1,8 @@
from flask_restx import Resource, reqparse
-from werkzeug.exceptions import Forbidden
from controllers.console import console_ns
from controllers.console.auth.error import ApiKeyAuthFailedError
+from controllers.console.wraps import is_admin_or_owner_required
from libs.login import current_account_with_tenant, login_required
from services.auth.api_key_auth_service import ApiKeyAuthService
@@ -39,12 +39,10 @@ class ApiKeyAuthDataSourceBinding(Resource):
@setup_required
@login_required
@account_initialization_required
+ @is_admin_or_owner_required
def post(self):
# The role of the current user in the table must be admin or owner
- current_user, current_tenant_id = current_account_with_tenant()
-
- if not current_user.is_admin_or_owner:
- raise Forbidden()
+ _, current_tenant_id = current_account_with_tenant()
parser = (
reqparse.RequestParser()
.add_argument("category", type=str, required=True, nullable=False, location="json")
@@ -65,12 +63,10 @@ class ApiKeyAuthDataSourceBindingDelete(Resource):
@setup_required
@login_required
@account_initialization_required
+ @is_admin_or_owner_required
def delete(self, binding_id):
# The role of the current user in the table must be admin or owner
- current_user, current_tenant_id = current_account_with_tenant()
-
- if not current_user.is_admin_or_owner:
- raise Forbidden()
+ _, current_tenant_id = current_account_with_tenant()
ApiKeyAuthService.delete_provider_auth(current_tenant_id, binding_id)
diff --git a/api/controllers/console/auth/data_source_oauth.py b/api/controllers/console/auth/data_source_oauth.py
index 0fd433d718..cd547caf20 100644
--- a/api/controllers/console/auth/data_source_oauth.py
+++ b/api/controllers/console/auth/data_source_oauth.py
@@ -3,11 +3,11 @@ import logging
import httpx
from flask import current_app, redirect, request
from flask_restx import Resource, fields
-from werkzeug.exceptions import Forbidden
from configs import dify_config
-from controllers.console import api, console_ns
-from libs.login import current_account_with_tenant, login_required
+from controllers.console import console_ns
+from controllers.console.wraps import is_admin_or_owner_required
+from libs.login import login_required
from libs.oauth_data_source import NotionOAuth
from ..wraps import account_initialization_required, setup_required
@@ -29,24 +29,22 @@ def get_oauth_providers():
@console_ns.route("/oauth/data-source/")
class OAuthDataSource(Resource):
- @api.doc("oauth_data_source")
- @api.doc(description="Get OAuth authorization URL for data source provider")
- @api.doc(params={"provider": "Data source provider name (notion)"})
- @api.response(
+ @console_ns.doc("oauth_data_source")
+ @console_ns.doc(description="Get OAuth authorization URL for data source provider")
+ @console_ns.doc(params={"provider": "Data source provider name (notion)"})
+ @console_ns.response(
200,
"Authorization URL or internal setup success",
- api.model(
+ console_ns.model(
"OAuthDataSourceResponse",
{"data": fields.Raw(description="Authorization URL or 'internal' for internal setup")},
),
)
- @api.response(400, "Invalid provider")
- @api.response(403, "Admin privileges required")
+ @console_ns.response(400, "Invalid provider")
+ @console_ns.response(403, "Admin privileges required")
+ @is_admin_or_owner_required
def get(self, provider: str):
# The role of the current user in the table must be admin or owner
- current_user, _ = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
with current_app.app_context():
oauth_provider = OAUTH_DATASOURCE_PROVIDERS.get(provider)
@@ -65,17 +63,17 @@ class OAuthDataSource(Resource):
@console_ns.route("/oauth/data-source/callback/")
class OAuthDataSourceCallback(Resource):
- @api.doc("oauth_data_source_callback")
- @api.doc(description="Handle OAuth callback from data source provider")
- @api.doc(
+ @console_ns.doc("oauth_data_source_callback")
+ @console_ns.doc(description="Handle OAuth callback from data source provider")
+ @console_ns.doc(
params={
"provider": "Data source provider name (notion)",
"code": "Authorization code from OAuth provider",
"error": "Error message from OAuth provider",
}
)
- @api.response(302, "Redirect to console with result")
- @api.response(400, "Invalid provider")
+ @console_ns.response(302, "Redirect to console with result")
+ @console_ns.response(400, "Invalid provider")
def get(self, provider: str):
OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
with current_app.app_context():
@@ -96,17 +94,17 @@ class OAuthDataSourceCallback(Resource):
@console_ns.route("/oauth/data-source/binding/")
class OAuthDataSourceBinding(Resource):
- @api.doc("oauth_data_source_binding")
- @api.doc(description="Bind OAuth data source with authorization code")
- @api.doc(
+ @console_ns.doc("oauth_data_source_binding")
+ @console_ns.doc(description="Bind OAuth data source with authorization code")
+ @console_ns.doc(
params={"provider": "Data source provider name (notion)", "code": "Authorization code from OAuth provider"}
)
- @api.response(
+ @console_ns.response(
200,
"Data source binding success",
- api.model("OAuthDataSourceBindingResponse", {"result": fields.String(description="Operation result")}),
+ console_ns.model("OAuthDataSourceBindingResponse", {"result": fields.String(description="Operation result")}),
)
- @api.response(400, "Invalid provider or code")
+ @console_ns.response(400, "Invalid provider or code")
def get(self, provider: str):
OAUTH_DATASOURCE_PROVIDERS = get_oauth_providers()
with current_app.app_context():
@@ -130,15 +128,15 @@ class OAuthDataSourceBinding(Resource):
@console_ns.route("/oauth/data-source///sync")
class OAuthDataSourceSync(Resource):
- @api.doc("oauth_data_source_sync")
- @api.doc(description="Sync data from OAuth data source")
- @api.doc(params={"provider": "Data source provider name (notion)", "binding_id": "Data source binding ID"})
- @api.response(
+ @console_ns.doc("oauth_data_source_sync")
+ @console_ns.doc(description="Sync data from OAuth data source")
+ @console_ns.doc(params={"provider": "Data source provider name (notion)", "binding_id": "Data source binding ID"})
+ @console_ns.response(
200,
"Data source sync success",
- api.model("OAuthDataSourceSyncResponse", {"result": fields.String(description="Operation result")}),
+ console_ns.model("OAuthDataSourceSyncResponse", {"result": fields.String(description="Operation result")}),
)
- @api.response(400, "Invalid provider or sync failed")
+ @console_ns.response(400, "Invalid provider or sync failed")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/auth/forgot_password.py b/api/controllers/console/auth/forgot_password.py
index 6be6ad51fe..ee561bdd30 100644
--- a/api/controllers/console/auth/forgot_password.py
+++ b/api/controllers/console/auth/forgot_password.py
@@ -6,7 +6,7 @@ from flask_restx import Resource, fields, reqparse
from sqlalchemy import select
from sqlalchemy.orm import Session
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.auth.error import (
EmailCodeError,
EmailPasswordResetLimitError,
@@ -27,10 +27,10 @@ from services.feature_service import FeatureService
@console_ns.route("/forgot-password")
class ForgotPasswordSendEmailApi(Resource):
- @api.doc("send_forgot_password_email")
- @api.doc(description="Send password reset email")
- @api.expect(
- api.model(
+ @console_ns.doc("send_forgot_password_email")
+ @console_ns.doc(description="Send password reset email")
+ @console_ns.expect(
+ console_ns.model(
"ForgotPasswordEmailRequest",
{
"email": fields.String(required=True, description="Email address"),
@@ -38,10 +38,10 @@ class ForgotPasswordSendEmailApi(Resource):
},
)
)
- @api.response(
+ @console_ns.response(
200,
"Email sent successfully",
- api.model(
+ console_ns.model(
"ForgotPasswordEmailResponse",
{
"result": fields.String(description="Operation result"),
@@ -50,7 +50,7 @@ class ForgotPasswordSendEmailApi(Resource):
},
),
)
- @api.response(400, "Invalid email or rate limit exceeded")
+ @console_ns.response(400, "Invalid email or rate limit exceeded")
@setup_required
@email_password_login_enabled
def post(self):
@@ -85,10 +85,10 @@ class ForgotPasswordSendEmailApi(Resource):
@console_ns.route("/forgot-password/validity")
class ForgotPasswordCheckApi(Resource):
- @api.doc("check_forgot_password_code")
- @api.doc(description="Verify password reset code")
- @api.expect(
- api.model(
+ @console_ns.doc("check_forgot_password_code")
+ @console_ns.doc(description="Verify password reset code")
+ @console_ns.expect(
+ console_ns.model(
"ForgotPasswordCheckRequest",
{
"email": fields.String(required=True, description="Email address"),
@@ -97,10 +97,10 @@ class ForgotPasswordCheckApi(Resource):
},
)
)
- @api.response(
+ @console_ns.response(
200,
"Code verified successfully",
- api.model(
+ console_ns.model(
"ForgotPasswordCheckResponse",
{
"is_valid": fields.Boolean(description="Whether code is valid"),
@@ -109,7 +109,7 @@ class ForgotPasswordCheckApi(Resource):
},
),
)
- @api.response(400, "Invalid code or token")
+ @console_ns.response(400, "Invalid code or token")
@setup_required
@email_password_login_enabled
def post(self):
@@ -152,10 +152,10 @@ class ForgotPasswordCheckApi(Resource):
@console_ns.route("/forgot-password/resets")
class ForgotPasswordResetApi(Resource):
- @api.doc("reset_password")
- @api.doc(description="Reset password with verification token")
- @api.expect(
- api.model(
+ @console_ns.doc("reset_password")
+ @console_ns.doc(description="Reset password with verification token")
+ @console_ns.expect(
+ console_ns.model(
"ForgotPasswordResetRequest",
{
"token": fields.String(required=True, description="Verification token"),
@@ -164,12 +164,12 @@ class ForgotPasswordResetApi(Resource):
},
)
)
- @api.response(
+ @console_ns.response(
200,
"Password reset successfully",
- api.model("ForgotPasswordResetResponse", {"result": fields.String(description="Operation result")}),
+ console_ns.model("ForgotPasswordResetResponse", {"result": fields.String(description="Operation result")}),
)
- @api.response(400, "Invalid token or password mismatch")
+ @console_ns.response(400, "Invalid token or password mismatch")
@setup_required
@email_password_login_enabled
def post(self):
diff --git a/api/controllers/console/auth/oauth.py b/api/controllers/console/auth/oauth.py
index 29653b32ec..7ad1e56373 100644
--- a/api/controllers/console/auth/oauth.py
+++ b/api/controllers/console/auth/oauth.py
@@ -26,7 +26,7 @@ from services.errors.account import AccountNotFoundError, AccountRegisterError
from services.errors.workspace import WorkSpaceNotAllowedCreateError, WorkSpaceNotFoundError
from services.feature_service import FeatureService
-from .. import api, console_ns
+from .. import console_ns
logger = logging.getLogger(__name__)
@@ -56,11 +56,13 @@ def get_oauth_providers():
@console_ns.route("/oauth/login/")
class OAuthLogin(Resource):
- @api.doc("oauth_login")
- @api.doc(description="Initiate OAuth login process")
- @api.doc(params={"provider": "OAuth provider name (github/google)", "invite_token": "Optional invitation token"})
- @api.response(302, "Redirect to OAuth authorization URL")
- @api.response(400, "Invalid provider")
+ @console_ns.doc("oauth_login")
+ @console_ns.doc(description="Initiate OAuth login process")
+ @console_ns.doc(
+ params={"provider": "OAuth provider name (github/google)", "invite_token": "Optional invitation token"}
+ )
+ @console_ns.response(302, "Redirect to OAuth authorization URL")
+ @console_ns.response(400, "Invalid provider")
def get(self, provider: str):
invite_token = request.args.get("invite_token") or None
OAUTH_PROVIDERS = get_oauth_providers()
@@ -75,17 +77,17 @@ class OAuthLogin(Resource):
@console_ns.route("/oauth/authorize/")
class OAuthCallback(Resource):
- @api.doc("oauth_callback")
- @api.doc(description="Handle OAuth callback and complete login process")
- @api.doc(
+ @console_ns.doc("oauth_callback")
+ @console_ns.doc(description="Handle OAuth callback and complete login process")
+ @console_ns.doc(
params={
"provider": "OAuth provider name (github/google)",
"code": "Authorization code from OAuth provider",
"state": "Optional state parameter (used for invite token)",
}
)
- @api.response(302, "Redirect to console with access token")
- @api.response(400, "OAuth process failed")
+ @console_ns.response(302, "Redirect to console with access token")
+ @console_ns.response(400, "OAuth process failed")
def get(self, provider: str):
OAUTH_PROVIDERS = get_oauth_providers()
with current_app.app_context():
diff --git a/api/controllers/console/billing/billing.py b/api/controllers/console/billing/billing.py
index 436d29df83..4fef1ba40d 100644
--- a/api/controllers/console/billing/billing.py
+++ b/api/controllers/console/billing/billing.py
@@ -1,4 +1,7 @@
-from flask_restx import Resource, reqparse
+import base64
+
+from flask_restx import Resource, fields, reqparse
+from werkzeug.exceptions import BadRequest
from controllers.console import console_ns
from controllers.console.wraps import account_initialization_required, only_edition_cloud, setup_required
@@ -41,3 +44,37 @@ class Invoices(Resource):
current_user, current_tenant_id = current_account_with_tenant()
BillingService.is_tenant_owner_or_admin(current_user)
return BillingService.get_invoices(current_user.email, current_tenant_id)
+
+
+@console_ns.route("/billing/partners//tenants")
+class PartnerTenants(Resource):
+ @console_ns.doc("sync_partner_tenants_bindings")
+ @console_ns.doc(description="Sync partner tenants bindings")
+ @console_ns.doc(params={"partner_key": "Partner key"})
+ @console_ns.expect(
+ console_ns.model(
+ "SyncPartnerTenantsBindingsRequest",
+ {"click_id": fields.String(required=True, description="Click Id from partner referral link")},
+ )
+ )
+ @console_ns.response(200, "Tenants synced to partner successfully")
+ @console_ns.response(400, "Invalid partner information")
+ @setup_required
+ @login_required
+ @account_initialization_required
+ @only_edition_cloud
+ def put(self, partner_key: str):
+ current_user, _ = current_account_with_tenant()
+ parser = reqparse.RequestParser().add_argument("click_id", required=True, type=str, location="json")
+ args = parser.parse_args()
+
+ try:
+ click_id = args["click_id"]
+ decoded_partner_key = base64.b64decode(partner_key).decode("utf-8")
+ except Exception:
+ raise BadRequest("Invalid partner_key")
+
+ if not click_id or not decoded_partner_key or not current_user.id:
+ raise BadRequest("Invalid partner information")
+
+ return BillingService.sync_partner_tenants_bindings(current_user.id, decoded_partner_key, click_id)
diff --git a/api/controllers/console/datasets/datasets.py b/api/controllers/console/datasets/datasets.py
index 50bf48450c..45bc1fa694 100644
--- a/api/controllers/console/datasets/datasets.py
+++ b/api/controllers/console/datasets/datasets.py
@@ -7,14 +7,18 @@ from werkzeug.exceptions import Forbidden, NotFound
import services
from configs import dify_config
-from controllers.console import api, console_ns
-from controllers.console.apikey import api_key_fields, api_key_list
+from controllers.console import console_ns
+from controllers.console.apikey import (
+ api_key_item_model,
+ api_key_list_model,
+)
from controllers.console.app.error import ProviderNotInitializeError
from controllers.console.datasets.error import DatasetInUseError, DatasetNameDuplicateError, IndexingEstimateError
from controllers.console.wraps import (
account_initialization_required,
cloud_edition_billing_rate_limit_check,
enterprise_license_required,
+ is_admin_or_owner_required,
setup_required,
)
from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
@@ -26,8 +30,22 @@ from core.rag.extractor.entity.datasource_type import DatasourceType
from core.rag.extractor.entity.extract_setting import ExtractSetting, NotionInfo, WebsiteInfo
from core.rag.retrieval.retrieval_methods import RetrievalMethod
from extensions.ext_database import db
-from fields.app_fields import related_app_list
-from fields.dataset_fields import dataset_detail_fields, dataset_query_detail_fields
+from fields.app_fields import app_detail_kernel_fields, related_app_list
+from fields.dataset_fields import (
+ dataset_detail_fields,
+ dataset_fields,
+ dataset_query_detail_fields,
+ dataset_retrieval_model_fields,
+ doc_metadata_fields,
+ external_knowledge_info_fields,
+ external_retrieval_model_fields,
+ icon_info_fields,
+ keyword_setting_fields,
+ reranking_model_fields,
+ tag_fields,
+ vector_setting_fields,
+ weighted_score_fields,
+)
from fields.document_fields import document_status_fields
from libs.login import current_account_with_tenant, login_required
from libs.validators import validate_description_length
@@ -37,6 +55,58 @@ from models.provider_ids import ModelProviderID
from services.dataset_service import DatasetPermissionService, DatasetService, DocumentService
+def _get_or_create_model(model_name: str, field_def):
+ existing = console_ns.models.get(model_name)
+ if existing is None:
+ existing = console_ns.model(model_name, field_def)
+ return existing
+
+
+# Register models for flask_restx to avoid dict type issues in Swagger
+dataset_base_model = _get_or_create_model("DatasetBase", dataset_fields)
+
+tag_model = _get_or_create_model("Tag", tag_fields)
+
+keyword_setting_model = _get_or_create_model("DatasetKeywordSetting", keyword_setting_fields)
+vector_setting_model = _get_or_create_model("DatasetVectorSetting", vector_setting_fields)
+
+weighted_score_fields_copy = weighted_score_fields.copy()
+weighted_score_fields_copy["keyword_setting"] = fields.Nested(keyword_setting_model)
+weighted_score_fields_copy["vector_setting"] = fields.Nested(vector_setting_model)
+weighted_score_model = _get_or_create_model("DatasetWeightedScore", weighted_score_fields_copy)
+
+reranking_model = _get_or_create_model("DatasetRerankingModel", reranking_model_fields)
+
+dataset_retrieval_model_fields_copy = dataset_retrieval_model_fields.copy()
+dataset_retrieval_model_fields_copy["reranking_model"] = fields.Nested(reranking_model)
+dataset_retrieval_model_fields_copy["weights"] = fields.Nested(weighted_score_model, allow_null=True)
+dataset_retrieval_model = _get_or_create_model("DatasetRetrievalModel", dataset_retrieval_model_fields_copy)
+
+external_knowledge_info_model = _get_or_create_model("ExternalKnowledgeInfo", external_knowledge_info_fields)
+
+external_retrieval_model = _get_or_create_model("ExternalRetrievalModel", external_retrieval_model_fields)
+
+doc_metadata_model = _get_or_create_model("DatasetDocMetadata", doc_metadata_fields)
+
+icon_info_model = _get_or_create_model("DatasetIconInfo", icon_info_fields)
+
+dataset_detail_fields_copy = dataset_detail_fields.copy()
+dataset_detail_fields_copy["retrieval_model_dict"] = fields.Nested(dataset_retrieval_model)
+dataset_detail_fields_copy["tags"] = fields.List(fields.Nested(tag_model))
+dataset_detail_fields_copy["external_knowledge_info"] = fields.Nested(external_knowledge_info_model)
+dataset_detail_fields_copy["external_retrieval_model"] = fields.Nested(external_retrieval_model, allow_null=True)
+dataset_detail_fields_copy["doc_metadata"] = fields.List(fields.Nested(doc_metadata_model))
+dataset_detail_fields_copy["icon_info"] = fields.Nested(icon_info_model)
+dataset_detail_model = _get_or_create_model("DatasetDetail", dataset_detail_fields_copy)
+
+dataset_query_detail_model = _get_or_create_model("DatasetQueryDetail", dataset_query_detail_fields)
+
+app_detail_kernel_model = _get_or_create_model("AppDetailKernel", app_detail_kernel_fields)
+related_app_list_copy = related_app_list.copy()
+related_app_list_copy["data"] = fields.List(fields.Nested(app_detail_kernel_model))
+related_app_list_model = _get_or_create_model("RelatedAppList", related_app_list_copy)
+
+
def _validate_name(name: str) -> str:
if not name or len(name) < 1 or len(name) > 40:
raise ValueError("Name must be between 1 to 40 characters.")
@@ -118,9 +188,9 @@ def _get_retrieval_methods_by_vector_type(vector_type: str | None, is_mock: bool
@console_ns.route("/datasets")
class DatasetListApi(Resource):
- @api.doc("get_datasets")
- @api.doc(description="Get list of datasets")
- @api.doc(
+ @console_ns.doc("get_datasets")
+ @console_ns.doc(description="Get list of datasets")
+ @console_ns.doc(
params={
"page": "Page number (default: 1)",
"limit": "Number of items per page (default: 20)",
@@ -130,7 +200,7 @@ class DatasetListApi(Resource):
"include_all": "Include all datasets (default: false)",
}
)
- @api.response(200, "Datasets retrieved successfully")
+ @console_ns.response(200, "Datasets retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -183,10 +253,10 @@ class DatasetListApi(Resource):
response = {"data": data, "has_more": len(datasets) == limit, "limit": limit, "total": total, "page": page}
return response, 200
- @api.doc("create_dataset")
- @api.doc(description="Create a new dataset")
- @api.expect(
- api.model(
+ @console_ns.doc("create_dataset")
+ @console_ns.doc(description="Create a new dataset")
+ @console_ns.expect(
+ console_ns.model(
"CreateDatasetRequest",
{
"name": fields.String(required=True, description="Dataset name (1-40 characters)"),
@@ -199,8 +269,8 @@ class DatasetListApi(Resource):
},
)
)
- @api.response(201, "Dataset created successfully")
- @api.response(400, "Invalid request parameters")
+ @console_ns.response(201, "Dataset created successfully")
+ @console_ns.response(400, "Invalid request parameters")
@setup_required
@login_required
@account_initialization_required
@@ -278,12 +348,12 @@ class DatasetListApi(Resource):
@console_ns.route("/datasets/")
class DatasetApi(Resource):
- @api.doc("get_dataset")
- @api.doc(description="Get dataset details")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.response(200, "Dataset retrieved successfully", dataset_detail_fields)
- @api.response(404, "Dataset not found")
- @api.response(403, "Permission denied")
+ @console_ns.doc("get_dataset")
+ @console_ns.doc(description="Get dataset details")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.response(200, "Dataset retrieved successfully", dataset_detail_model)
+ @console_ns.response(404, "Dataset not found")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@@ -327,10 +397,10 @@ class DatasetApi(Resource):
return data, 200
- @api.doc("update_dataset")
- @api.doc(description="Update dataset details")
- @api.expect(
- api.model(
+ @console_ns.doc("update_dataset")
+ @console_ns.doc(description="Update dataset details")
+ @console_ns.expect(
+ console_ns.model(
"UpdateDatasetRequest",
{
"name": fields.String(description="Dataset name"),
@@ -341,9 +411,9 @@ class DatasetApi(Resource):
},
)
)
- @api.response(200, "Dataset updated successfully", dataset_detail_fields)
- @api.response(404, "Dataset not found")
- @api.response(403, "Permission denied")
+ @console_ns.response(200, "Dataset updated successfully", dataset_detail_model)
+ @console_ns.response(404, "Dataset not found")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@@ -487,10 +557,10 @@ class DatasetApi(Resource):
@console_ns.route("/datasets//use-check")
class DatasetUseCheckApi(Resource):
- @api.doc("check_dataset_use")
- @api.doc(description="Check if dataset is in use")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.response(200, "Dataset use status retrieved successfully")
+ @console_ns.doc("check_dataset_use")
+ @console_ns.doc(description="Check if dataset is in use")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.response(200, "Dataset use status retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -503,10 +573,10 @@ class DatasetUseCheckApi(Resource):
@console_ns.route("/datasets//queries")
class DatasetQueryApi(Resource):
- @api.doc("get_dataset_queries")
- @api.doc(description="Get dataset query history")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.response(200, "Query history retrieved successfully", dataset_query_detail_fields)
+ @console_ns.doc("get_dataset_queries")
+ @console_ns.doc(description="Get dataset query history")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.response(200, "Query history retrieved successfully", dataset_query_detail_model)
@setup_required
@login_required
@account_initialization_required
@@ -528,7 +598,7 @@ class DatasetQueryApi(Resource):
dataset_queries, total = DatasetService.get_dataset_queries(dataset_id=dataset.id, page=page, per_page=limit)
response = {
- "data": marshal(dataset_queries, dataset_query_detail_fields),
+ "data": marshal(dataset_queries, dataset_query_detail_model),
"has_more": len(dataset_queries) == limit,
"limit": limit,
"total": total,
@@ -539,9 +609,9 @@ class DatasetQueryApi(Resource):
@console_ns.route("/datasets/indexing-estimate")
class DatasetIndexingEstimateApi(Resource):
- @api.doc("estimate_dataset_indexing")
- @api.doc(description="Estimate dataset indexing cost")
- @api.response(200, "Indexing estimate calculated successfully")
+ @console_ns.doc("estimate_dataset_indexing")
+ @console_ns.doc(description="Estimate dataset indexing cost")
+ @console_ns.response(200, "Indexing estimate calculated successfully")
@setup_required
@login_required
@account_initialization_required
@@ -649,14 +719,14 @@ class DatasetIndexingEstimateApi(Resource):
@console_ns.route("/datasets//related-apps")
class DatasetRelatedAppListApi(Resource):
- @api.doc("get_dataset_related_apps")
- @api.doc(description="Get applications related to dataset")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.response(200, "Related apps retrieved successfully", related_app_list)
+ @console_ns.doc("get_dataset_related_apps")
+ @console_ns.doc(description="Get applications related to dataset")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.response(200, "Related apps retrieved successfully", related_app_list_model)
@setup_required
@login_required
@account_initialization_required
- @marshal_with(related_app_list)
+ @marshal_with(related_app_list_model)
def get(self, dataset_id):
current_user, _ = current_account_with_tenant()
dataset_id_str = str(dataset_id)
@@ -682,10 +752,10 @@ class DatasetRelatedAppListApi(Resource):
@console_ns.route("/datasets//indexing-status")
class DatasetIndexingStatusApi(Resource):
- @api.doc("get_dataset_indexing_status")
- @api.doc(description="Get dataset indexing status")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.response(200, "Indexing status retrieved successfully")
+ @console_ns.doc("get_dataset_indexing_status")
+ @console_ns.doc(description="Get dataset indexing status")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.response(200, "Indexing status retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -737,13 +807,13 @@ class DatasetApiKeyApi(Resource):
token_prefix = "dataset-"
resource_type = "dataset"
- @api.doc("get_dataset_api_keys")
- @api.doc(description="Get dataset API keys")
- @api.response(200, "API keys retrieved successfully", api_key_list)
+ @console_ns.doc("get_dataset_api_keys")
+ @console_ns.doc(description="Get dataset API keys")
+ @console_ns.response(200, "API keys retrieved successfully", api_key_list_model)
@setup_required
@login_required
@account_initialization_required
- @marshal_with(api_key_list)
+ @marshal_with(api_key_list_model)
def get(self):
_, current_tenant_id = current_account_with_tenant()
keys = db.session.scalars(
@@ -753,13 +823,11 @@ class DatasetApiKeyApi(Resource):
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
- @marshal_with(api_key_fields)
+ @marshal_with(api_key_item_model)
def post(self):
- # The role of the current user in the ta table must be admin or owner
- current_user, current_tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
+ _, current_tenant_id = current_account_with_tenant()
current_key_count = (
db.session.query(ApiToken)
@@ -768,7 +836,7 @@ class DatasetApiKeyApi(Resource):
)
if current_key_count >= self.max_keys:
- api.abort(
+ console_ns.abort(
400,
message=f"Cannot create more than {self.max_keys} API keys for this resource type.",
code="max_keys_exceeded",
@@ -788,21 +856,17 @@ class DatasetApiKeyApi(Resource):
class DatasetApiDeleteApi(Resource):
resource_type = "dataset"
- @api.doc("delete_dataset_api_key")
- @api.doc(description="Delete dataset API key")
- @api.doc(params={"api_key_id": "API key ID"})
- @api.response(204, "API key deleted successfully")
+ @console_ns.doc("delete_dataset_api_key")
+ @console_ns.doc(description="Delete dataset API key")
+ @console_ns.doc(params={"api_key_id": "API key ID"})
+ @console_ns.response(204, "API key deleted successfully")
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def delete(self, api_key_id):
- current_user, current_tenant_id = current_account_with_tenant()
+ _, current_tenant_id = current_account_with_tenant()
api_key_id = str(api_key_id)
-
- # The role of the current user in the ta table must be admin or owner
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
key = (
db.session.query(ApiToken)
.where(
@@ -814,7 +878,7 @@ class DatasetApiDeleteApi(Resource):
)
if key is None:
- api.abort(404, message="API key not found")
+ console_ns.abort(404, message="API key not found")
db.session.query(ApiToken).where(ApiToken.id == api_key_id).delete()
db.session.commit()
@@ -837,9 +901,9 @@ class DatasetEnableApiApi(Resource):
@console_ns.route("/datasets/api-base-info")
class DatasetApiBaseUrlApi(Resource):
- @api.doc("get_dataset_api_base_info")
- @api.doc(description="Get dataset API base information")
- @api.response(200, "API base info retrieved successfully")
+ @console_ns.doc("get_dataset_api_base_info")
+ @console_ns.doc(description="Get dataset API base information")
+ @console_ns.response(200, "API base info retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -849,9 +913,9 @@ class DatasetApiBaseUrlApi(Resource):
@console_ns.route("/datasets/retrieval-setting")
class DatasetRetrievalSettingApi(Resource):
- @api.doc("get_dataset_retrieval_setting")
- @api.doc(description="Get dataset retrieval settings")
- @api.response(200, "Retrieval settings retrieved successfully")
+ @console_ns.doc("get_dataset_retrieval_setting")
+ @console_ns.doc(description="Get dataset retrieval settings")
+ @console_ns.response(200, "Retrieval settings retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -862,10 +926,10 @@ class DatasetRetrievalSettingApi(Resource):
@console_ns.route("/datasets/retrieval-setting/")
class DatasetRetrievalSettingMockApi(Resource):
- @api.doc("get_dataset_retrieval_setting_mock")
- @api.doc(description="Get mock dataset retrieval settings by vector type")
- @api.doc(params={"vector_type": "Vector store type"})
- @api.response(200, "Mock retrieval settings retrieved successfully")
+ @console_ns.doc("get_dataset_retrieval_setting_mock")
+ @console_ns.doc(description="Get mock dataset retrieval settings by vector type")
+ @console_ns.doc(params={"vector_type": "Vector store type"})
+ @console_ns.response(200, "Mock retrieval settings retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -875,11 +939,11 @@ class DatasetRetrievalSettingMockApi(Resource):
@console_ns.route("/datasets//error-docs")
class DatasetErrorDocs(Resource):
- @api.doc("get_dataset_error_docs")
- @api.doc(description="Get dataset error documents")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.response(200, "Error documents retrieved successfully")
- @api.response(404, "Dataset not found")
+ @console_ns.doc("get_dataset_error_docs")
+ @console_ns.doc(description="Get dataset error documents")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.response(200, "Error documents retrieved successfully")
+ @console_ns.response(404, "Dataset not found")
@setup_required
@login_required
@account_initialization_required
@@ -895,12 +959,12 @@ class DatasetErrorDocs(Resource):
@console_ns.route("/datasets//permission-part-users")
class DatasetPermissionUserListApi(Resource):
- @api.doc("get_dataset_permission_users")
- @api.doc(description="Get dataset permission user list")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.response(200, "Permission users retrieved successfully")
- @api.response(404, "Dataset not found")
- @api.response(403, "Permission denied")
+ @console_ns.doc("get_dataset_permission_users")
+ @console_ns.doc(description="Get dataset permission user list")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.response(200, "Permission users retrieved successfully")
+ @console_ns.response(404, "Dataset not found")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
@@ -924,11 +988,11 @@ class DatasetPermissionUserListApi(Resource):
@console_ns.route("/datasets//auto-disable-logs")
class DatasetAutoDisableLogApi(Resource):
- @api.doc("get_dataset_auto_disable_logs")
- @api.doc(description="Get dataset auto disable logs")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.response(200, "Auto disable logs retrieved successfully")
- @api.response(404, "Dataset not found")
+ @console_ns.doc("get_dataset_auto_disable_logs")
+ @console_ns.doc(description="Get dataset auto disable logs")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.response(200, "Auto disable logs retrieved successfully")
+ @console_ns.response(404, "Dataset not found")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/datasets/datasets_document.py b/api/controllers/console/datasets/datasets_document.py
index f398989d27..2663c939bc 100644
--- a/api/controllers/console/datasets/datasets_document.py
+++ b/api/controllers/console/datasets/datasets_document.py
@@ -11,7 +11,7 @@ from sqlalchemy import asc, desc, select
from werkzeug.exceptions import Forbidden, NotFound
import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import (
ProviderModelCurrentlyNotSupportError,
ProviderNotInitializeError,
@@ -45,9 +45,11 @@ from core.plugin.impl.exc import PluginDaemonClientSideError
from core.rag.extractor.entity.datasource_type import DatasourceType
from core.rag.extractor.entity.extract_setting import ExtractSetting, NotionInfo, WebsiteInfo
from extensions.ext_database import db
+from fields.dataset_fields import dataset_fields
from fields.document_fields import (
dataset_and_document_fields,
document_fields,
+ document_metadata_fields,
document_status_fields,
document_with_segments_fields,
)
@@ -61,6 +63,36 @@ from services.entities.knowledge_entities.knowledge_entities import KnowledgeCon
logger = logging.getLogger(__name__)
+def _get_or_create_model(model_name: str, field_def):
+ existing = console_ns.models.get(model_name)
+ if existing is None:
+ existing = console_ns.model(model_name, field_def)
+ return existing
+
+
+# Register models for flask_restx to avoid dict type issues in Swagger
+dataset_model = _get_or_create_model("Dataset", dataset_fields)
+
+document_metadata_model = _get_or_create_model("DocumentMetadata", document_metadata_fields)
+
+document_fields_copy = document_fields.copy()
+document_fields_copy["doc_metadata"] = fields.List(
+ fields.Nested(document_metadata_model), attribute="doc_metadata_details"
+)
+document_model = _get_or_create_model("Document", document_fields_copy)
+
+document_with_segments_fields_copy = document_with_segments_fields.copy()
+document_with_segments_fields_copy["doc_metadata"] = fields.List(
+ fields.Nested(document_metadata_model), attribute="doc_metadata_details"
+)
+document_with_segments_model = _get_or_create_model("DocumentWithSegments", document_with_segments_fields_copy)
+
+dataset_and_document_fields_copy = dataset_and_document_fields.copy()
+dataset_and_document_fields_copy["dataset"] = fields.Nested(dataset_model)
+dataset_and_document_fields_copy["documents"] = fields.List(fields.Nested(document_model))
+dataset_and_document_model = _get_or_create_model("DatasetAndDocument", dataset_and_document_fields_copy)
+
+
class DocumentResource(Resource):
def get_document(self, dataset_id: str, document_id: str) -> Document:
current_user, current_tenant_id = current_account_with_tenant()
@@ -104,10 +136,10 @@ class DocumentResource(Resource):
@console_ns.route("/datasets/process-rule")
class GetProcessRuleApi(Resource):
- @api.doc("get_process_rule")
- @api.doc(description="Get dataset document processing rules")
- @api.doc(params={"document_id": "Document ID (optional)"})
- @api.response(200, "Process rules retrieved successfully")
+ @console_ns.doc("get_process_rule")
+ @console_ns.doc(description="Get dataset document processing rules")
+ @console_ns.doc(params={"document_id": "Document ID (optional)"})
+ @console_ns.response(200, "Process rules retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -152,9 +184,9 @@ class GetProcessRuleApi(Resource):
@console_ns.route("/datasets//documents")
class DatasetDocumentListApi(Resource):
- @api.doc("get_dataset_documents")
- @api.doc(description="Get documents in a dataset")
- @api.doc(
+ @console_ns.doc("get_dataset_documents")
+ @console_ns.doc(description="Get documents in a dataset")
+ @console_ns.doc(
params={
"dataset_id": "Dataset ID",
"page": "Page number (default: 1)",
@@ -162,19 +194,20 @@ class DatasetDocumentListApi(Resource):
"keyword": "Search keyword",
"sort": "Sort order (default: -created_at)",
"fetch": "Fetch full details (default: false)",
+ "status": "Filter documents by display status",
}
)
- @api.response(200, "Documents retrieved successfully")
+ @console_ns.response(200, "Documents retrieved successfully")
@setup_required
@login_required
@account_initialization_required
- def get(self, dataset_id):
+ def get(self, dataset_id: str):
current_user, current_tenant_id = current_account_with_tenant()
- dataset_id = str(dataset_id)
page = request.args.get("page", default=1, type=int)
limit = request.args.get("limit", default=20, type=int)
search = request.args.get("keyword", default=None, type=str)
sort = request.args.get("sort", default="-created_at", type=str)
+ status = request.args.get("status", default=None, type=str)
# "yes", "true", "t", "y", "1" convert to True, while others convert to False.
try:
fetch_val = request.args.get("fetch", default="false")
@@ -203,6 +236,9 @@ class DatasetDocumentListApi(Resource):
query = select(Document).filter_by(dataset_id=str(dataset_id), tenant_id=current_tenant_id)
+ if status:
+ query = DocumentService.apply_display_status_filter(query, status)
+
if search:
search = f"%{search}%"
query = query.where(Document.name.like(search))
@@ -271,7 +307,7 @@ class DatasetDocumentListApi(Resource):
@setup_required
@login_required
@account_initialization_required
- @marshal_with(dataset_and_document_fields)
+ @marshal_with(dataset_and_document_model)
@cloud_edition_billing_resource_check("vector_space")
@cloud_edition_billing_rate_limit_check("knowledge")
def post(self, dataset_id):
@@ -352,10 +388,10 @@ class DatasetDocumentListApi(Resource):
@console_ns.route("/datasets/init")
class DatasetInitApi(Resource):
- @api.doc("init_dataset")
- @api.doc(description="Initialize dataset with documents")
- @api.expect(
- api.model(
+ @console_ns.doc("init_dataset")
+ @console_ns.doc(description="Initialize dataset with documents")
+ @console_ns.expect(
+ console_ns.model(
"DatasetInitRequest",
{
"upload_file_id": fields.String(required=True, description="Upload file ID"),
@@ -365,12 +401,12 @@ class DatasetInitApi(Resource):
},
)
)
- @api.response(201, "Dataset initialized successfully", dataset_and_document_fields)
- @api.response(400, "Invalid request parameters")
+ @console_ns.response(201, "Dataset initialized successfully", dataset_and_document_model)
+ @console_ns.response(400, "Invalid request parameters")
@setup_required
@login_required
@account_initialization_required
- @marshal_with(dataset_and_document_fields)
+ @marshal_with(dataset_and_document_model)
@cloud_edition_billing_resource_check("vector_space")
@cloud_edition_billing_rate_limit_check("knowledge")
def post(self):
@@ -441,12 +477,12 @@ class DatasetInitApi(Resource):
@console_ns.route("/datasets//documents//indexing-estimate")
class DocumentIndexingEstimateApi(DocumentResource):
- @api.doc("estimate_document_indexing")
- @api.doc(description="Estimate document indexing cost")
- @api.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
- @api.response(200, "Indexing estimate calculated successfully")
- @api.response(404, "Document not found")
- @api.response(400, "Document already finished")
+ @console_ns.doc("estimate_document_indexing")
+ @console_ns.doc(description="Estimate document indexing cost")
+ @console_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
+ @console_ns.response(200, "Indexing estimate calculated successfully")
+ @console_ns.response(404, "Document not found")
+ @console_ns.response(400, "Document already finished")
@setup_required
@login_required
@account_initialization_required
@@ -656,11 +692,11 @@ class DocumentBatchIndexingStatusApi(DocumentResource):
@console_ns.route("/datasets//documents//indexing-status")
class DocumentIndexingStatusApi(DocumentResource):
- @api.doc("get_document_indexing_status")
- @api.doc(description="Get document indexing status")
- @api.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
- @api.response(200, "Indexing status retrieved successfully")
- @api.response(404, "Document not found")
+ @console_ns.doc("get_document_indexing_status")
+ @console_ns.doc(description="Get document indexing status")
+ @console_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
+ @console_ns.response(200, "Indexing status retrieved successfully")
+ @console_ns.response(404, "Document not found")
@setup_required
@login_required
@account_initialization_required
@@ -706,17 +742,17 @@ class DocumentIndexingStatusApi(DocumentResource):
class DocumentApi(DocumentResource):
METADATA_CHOICES = {"all", "only", "without"}
- @api.doc("get_document")
- @api.doc(description="Get document details")
- @api.doc(
+ @console_ns.doc("get_document")
+ @console_ns.doc(description="Get document details")
+ @console_ns.doc(
params={
"dataset_id": "Dataset ID",
"document_id": "Document ID",
"metadata": "Metadata inclusion (all/only/without)",
}
)
- @api.response(200, "Document retrieved successfully")
- @api.response(404, "Document not found")
+ @console_ns.response(200, "Document retrieved successfully")
+ @console_ns.response(404, "Document not found")
@setup_required
@login_required
@account_initialization_required
@@ -827,14 +863,14 @@ class DocumentApi(DocumentResource):
@console_ns.route("/datasets//documents//processing/")
class DocumentProcessingApi(DocumentResource):
- @api.doc("update_document_processing")
- @api.doc(description="Update document processing status (pause/resume)")
- @api.doc(
+ @console_ns.doc("update_document_processing")
+ @console_ns.doc(description="Update document processing status (pause/resume)")
+ @console_ns.doc(
params={"dataset_id": "Dataset ID", "document_id": "Document ID", "action": "Action to perform (pause/resume)"}
)
- @api.response(200, "Processing status updated successfully")
- @api.response(404, "Document not found")
- @api.response(400, "Invalid action")
+ @console_ns.response(200, "Processing status updated successfully")
+ @console_ns.response(404, "Document not found")
+ @console_ns.response(400, "Invalid action")
@setup_required
@login_required
@account_initialization_required
@@ -872,11 +908,11 @@ class DocumentProcessingApi(DocumentResource):
@console_ns.route("/datasets//documents//metadata")
class DocumentMetadataApi(DocumentResource):
- @api.doc("update_document_metadata")
- @api.doc(description="Update document metadata")
- @api.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_document_metadata")
+ @console_ns.doc(description="Update document metadata")
+ @console_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
+ @console_ns.expect(
+ console_ns.model(
"UpdateDocumentMetadataRequest",
{
"doc_type": fields.String(description="Document type"),
@@ -884,9 +920,9 @@ class DocumentMetadataApi(DocumentResource):
},
)
)
- @api.response(200, "Document metadata updated successfully")
- @api.response(404, "Document not found")
- @api.response(403, "Permission denied")
+ @console_ns.response(200, "Document metadata updated successfully")
+ @console_ns.response(404, "Document not found")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/datasets/external.py b/api/controllers/console/datasets/external.py
index 4f738db0e5..950884e496 100644
--- a/api/controllers/console/datasets/external.py
+++ b/api/controllers/console/datasets/external.py
@@ -3,10 +3,22 @@ from flask_restx import Resource, fields, marshal, reqparse
from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.datasets.error import DatasetNameDuplicateError
-from controllers.console.wraps import account_initialization_required, setup_required
-from fields.dataset_fields import dataset_detail_fields
+from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
+from fields.dataset_fields import (
+ dataset_detail_fields,
+ dataset_retrieval_model_fields,
+ doc_metadata_fields,
+ external_knowledge_info_fields,
+ external_retrieval_model_fields,
+ icon_info_fields,
+ keyword_setting_fields,
+ reranking_model_fields,
+ tag_fields,
+ vector_setting_fields,
+ weighted_score_fields,
+)
from libs.login import current_account_with_tenant, login_required
from services.dataset_service import DatasetService
from services.external_knowledge_service import ExternalDatasetService
@@ -14,6 +26,51 @@ from services.hit_testing_service import HitTestingService
from services.knowledge_service import ExternalDatasetTestService
+def _get_or_create_model(model_name: str, field_def):
+ existing = console_ns.models.get(model_name)
+ if existing is None:
+ existing = console_ns.model(model_name, field_def)
+ return existing
+
+
+def _build_dataset_detail_model():
+ keyword_setting_model = _get_or_create_model("DatasetKeywordSetting", keyword_setting_fields)
+ vector_setting_model = _get_or_create_model("DatasetVectorSetting", vector_setting_fields)
+
+ weighted_score_fields_copy = weighted_score_fields.copy()
+ weighted_score_fields_copy["keyword_setting"] = fields.Nested(keyword_setting_model)
+ weighted_score_fields_copy["vector_setting"] = fields.Nested(vector_setting_model)
+ weighted_score_model = _get_or_create_model("DatasetWeightedScore", weighted_score_fields_copy)
+
+ reranking_model = _get_or_create_model("DatasetRerankingModel", reranking_model_fields)
+
+ dataset_retrieval_model_fields_copy = dataset_retrieval_model_fields.copy()
+ dataset_retrieval_model_fields_copy["reranking_model"] = fields.Nested(reranking_model)
+ dataset_retrieval_model_fields_copy["weights"] = fields.Nested(weighted_score_model, allow_null=True)
+ dataset_retrieval_model = _get_or_create_model("DatasetRetrievalModel", dataset_retrieval_model_fields_copy)
+
+ tag_model = _get_or_create_model("Tag", tag_fields)
+ doc_metadata_model = _get_or_create_model("DatasetDocMetadata", doc_metadata_fields)
+ external_knowledge_info_model = _get_or_create_model("ExternalKnowledgeInfo", external_knowledge_info_fields)
+ external_retrieval_model = _get_or_create_model("ExternalRetrievalModel", external_retrieval_model_fields)
+ icon_info_model = _get_or_create_model("DatasetIconInfo", icon_info_fields)
+
+ dataset_detail_fields_copy = dataset_detail_fields.copy()
+ dataset_detail_fields_copy["retrieval_model_dict"] = fields.Nested(dataset_retrieval_model)
+ dataset_detail_fields_copy["tags"] = fields.List(fields.Nested(tag_model))
+ dataset_detail_fields_copy["external_knowledge_info"] = fields.Nested(external_knowledge_info_model)
+ dataset_detail_fields_copy["external_retrieval_model"] = fields.Nested(external_retrieval_model, allow_null=True)
+ dataset_detail_fields_copy["doc_metadata"] = fields.List(fields.Nested(doc_metadata_model))
+ dataset_detail_fields_copy["icon_info"] = fields.Nested(icon_info_model)
+ return _get_or_create_model("DatasetDetail", dataset_detail_fields_copy)
+
+
+try:
+ dataset_detail_model = console_ns.models["DatasetDetail"]
+except KeyError:
+ dataset_detail_model = _build_dataset_detail_model()
+
+
def _validate_name(name: str) -> str:
if not name or len(name) < 1 or len(name) > 100:
raise ValueError("Name must be between 1 to 100 characters.")
@@ -22,16 +79,16 @@ def _validate_name(name: str) -> str:
@console_ns.route("/datasets/external-knowledge-api")
class ExternalApiTemplateListApi(Resource):
- @api.doc("get_external_api_templates")
- @api.doc(description="Get external knowledge API templates")
- @api.doc(
+ @console_ns.doc("get_external_api_templates")
+ @console_ns.doc(description="Get external knowledge API templates")
+ @console_ns.doc(
params={
"page": "Page number (default: 1)",
"limit": "Number of items per page (default: 20)",
"keyword": "Search keyword",
}
)
- @api.response(200, "External API templates retrieved successfully")
+ @console_ns.response(200, "External API templates retrieved successfully")
@setup_required
@login_required
@account_initialization_required
@@ -95,11 +152,11 @@ class ExternalApiTemplateListApi(Resource):
@console_ns.route("/datasets/external-knowledge-api/")
class ExternalApiTemplateApi(Resource):
- @api.doc("get_external_api_template")
- @api.doc(description="Get external knowledge API template details")
- @api.doc(params={"external_knowledge_api_id": "External knowledge API ID"})
- @api.response(200, "External API template retrieved successfully")
- @api.response(404, "Template not found")
+ @console_ns.doc("get_external_api_template")
+ @console_ns.doc(description="Get external knowledge API template details")
+ @console_ns.doc(params={"external_knowledge_api_id": "External knowledge API ID"})
+ @console_ns.response(200, "External API template retrieved successfully")
+ @console_ns.response(404, "Template not found")
@setup_required
@login_required
@account_initialization_required
@@ -163,10 +220,10 @@ class ExternalApiTemplateApi(Resource):
@console_ns.route("/datasets/external-knowledge-api//use-check")
class ExternalApiUseCheckApi(Resource):
- @api.doc("check_external_api_usage")
- @api.doc(description="Check if external knowledge API is being used")
- @api.doc(params={"external_knowledge_api_id": "External knowledge API ID"})
- @api.response(200, "Usage check completed successfully")
+ @console_ns.doc("check_external_api_usage")
+ @console_ns.doc(description="Check if external knowledge API is being used")
+ @console_ns.doc(params={"external_knowledge_api_id": "External knowledge API ID"})
+ @console_ns.response(200, "Usage check completed successfully")
@setup_required
@login_required
@account_initialization_required
@@ -181,10 +238,10 @@ class ExternalApiUseCheckApi(Resource):
@console_ns.route("/datasets/external")
class ExternalDatasetCreateApi(Resource):
- @api.doc("create_external_dataset")
- @api.doc(description="Create external knowledge dataset")
- @api.expect(
- api.model(
+ @console_ns.doc("create_external_dataset")
+ @console_ns.doc(description="Create external knowledge dataset")
+ @console_ns.expect(
+ console_ns.model(
"CreateExternalDatasetRequest",
{
"external_knowledge_api_id": fields.String(required=True, description="External knowledge API ID"),
@@ -194,18 +251,16 @@ class ExternalDatasetCreateApi(Resource):
},
)
)
- @api.response(201, "External dataset created successfully", dataset_detail_fields)
- @api.response(400, "Invalid parameters")
- @api.response(403, "Permission denied")
+ @console_ns.response(201, "External dataset created successfully", dataset_detail_model)
+ @console_ns.response(400, "Invalid parameters")
+ @console_ns.response(403, "Permission denied")
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
def post(self):
# The role of the current user in the ta table must be admin, owner, or editor
current_user, current_tenant_id = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
-
parser = (
reqparse.RequestParser()
.add_argument("external_knowledge_api_id", type=str, required=True, nullable=False, location="json")
@@ -241,11 +296,11 @@ class ExternalDatasetCreateApi(Resource):
@console_ns.route("/datasets//external-hit-testing")
class ExternalKnowledgeHitTestingApi(Resource):
- @api.doc("test_external_knowledge_retrieval")
- @api.doc(description="Test external knowledge retrieval for dataset")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("test_external_knowledge_retrieval")
+ @console_ns.doc(description="Test external knowledge retrieval for dataset")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.expect(
+ console_ns.model(
"ExternalHitTestingRequest",
{
"query": fields.String(required=True, description="Query text for testing"),
@@ -254,9 +309,9 @@ class ExternalKnowledgeHitTestingApi(Resource):
},
)
)
- @api.response(200, "External hit testing completed successfully")
- @api.response(404, "Dataset not found")
- @api.response(400, "Invalid parameters")
+ @console_ns.response(200, "External hit testing completed successfully")
+ @console_ns.response(404, "Dataset not found")
+ @console_ns.response(400, "Invalid parameters")
@setup_required
@login_required
@account_initialization_required
@@ -299,10 +354,10 @@ class ExternalKnowledgeHitTestingApi(Resource):
@console_ns.route("/test/retrieval")
class BedrockRetrievalApi(Resource):
# this api is only for internal testing
- @api.doc("bedrock_retrieval_test")
- @api.doc(description="Bedrock retrieval test (internal use only)")
- @api.expect(
- api.model(
+ @console_ns.doc("bedrock_retrieval_test")
+ @console_ns.doc(description="Bedrock retrieval test (internal use only)")
+ @console_ns.expect(
+ console_ns.model(
"BedrockRetrievalTestRequest",
{
"retrieval_setting": fields.Raw(required=True, description="Retrieval settings"),
@@ -311,7 +366,7 @@ class BedrockRetrievalApi(Resource):
},
)
)
- @api.response(200, "Bedrock retrieval test completed")
+ @console_ns.response(200, "Bedrock retrieval test completed")
def post(self):
parser = (
reqparse.RequestParser()
diff --git a/api/controllers/console/datasets/hit_testing.py b/api/controllers/console/datasets/hit_testing.py
index abaca88090..7ba2eeb7dd 100644
--- a/api/controllers/console/datasets/hit_testing.py
+++ b/api/controllers/console/datasets/hit_testing.py
@@ -1,6 +1,6 @@
from flask_restx import Resource, fields
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.datasets.hit_testing_base import DatasetsHitTestingBase
from controllers.console.wraps import (
account_initialization_required,
@@ -12,11 +12,11 @@ from libs.login import login_required
@console_ns.route("/datasets//hit-testing")
class HitTestingApi(Resource, DatasetsHitTestingBase):
- @api.doc("test_dataset_retrieval")
- @api.doc(description="Test dataset knowledge retrieval")
- @api.doc(params={"dataset_id": "Dataset ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("test_dataset_retrieval")
+ @console_ns.doc(description="Test dataset knowledge retrieval")
+ @console_ns.doc(params={"dataset_id": "Dataset ID"})
+ @console_ns.expect(
+ console_ns.model(
"HitTestingRequest",
{
"query": fields.String(required=True, description="Query text for testing"),
@@ -26,9 +26,9 @@ class HitTestingApi(Resource, DatasetsHitTestingBase):
},
)
)
- @api.response(200, "Hit testing completed successfully")
- @api.response(404, "Dataset not found")
- @api.response(400, "Invalid parameters")
+ @console_ns.response(200, "Hit testing completed successfully")
+ @console_ns.response(404, "Dataset not found")
+ @console_ns.response(400, "Invalid parameters")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/datasets/rag_pipeline/datasource_auth.py b/api/controllers/console/datasets/rag_pipeline/datasource_auth.py
index f83ee69beb..cf9e5d2990 100644
--- a/api/controllers/console/datasets/rag_pipeline/datasource_auth.py
+++ b/api/controllers/console/datasets/rag_pipeline/datasource_auth.py
@@ -3,7 +3,7 @@ from flask_restx import Resource, reqparse
from werkzeug.exceptions import Forbidden, NotFound
from configs import dify_config
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.utils.encoders import jsonable_encoder
@@ -130,7 +130,7 @@ parser_datasource = (
@console_ns.route("/auth/plugin/datasource/")
class DatasourceAuth(Resource):
- @api.expect(parser_datasource)
+ @console_ns.expect(parser_datasource)
@setup_required
@login_required
@account_initialization_required
@@ -176,7 +176,7 @@ parser_datasource_delete = reqparse.RequestParser().add_argument(
@console_ns.route("/auth/plugin/datasource//delete")
class DatasourceAuthDeleteApi(Resource):
- @api.expect(parser_datasource_delete)
+ @console_ns.expect(parser_datasource_delete)
@setup_required
@login_required
@account_initialization_required
@@ -209,7 +209,7 @@ parser_datasource_update = (
@console_ns.route("/auth/plugin/datasource//update")
class DatasourceAuthUpdateApi(Resource):
- @api.expect(parser_datasource_update)
+ @console_ns.expect(parser_datasource_update)
@setup_required
@login_required
@account_initialization_required
@@ -267,7 +267,7 @@ parser_datasource_custom = (
@console_ns.route("/auth/plugin/datasource//custom-client")
class DatasourceAuthOauthCustomClient(Resource):
- @api.expect(parser_datasource_custom)
+ @console_ns.expect(parser_datasource_custom)
@setup_required
@login_required
@account_initialization_required
@@ -306,7 +306,7 @@ parser_default = reqparse.RequestParser().add_argument("id", type=str, required=
@console_ns.route("/auth/plugin/datasource//default")
class DatasourceAuthDefaultApi(Resource):
- @api.expect(parser_default)
+ @console_ns.expect(parser_default)
@setup_required
@login_required
@account_initialization_required
@@ -334,7 +334,7 @@ parser_update_name = (
@console_ns.route("/auth/plugin/datasource//update-name")
class DatasourceUpdateProviderNameApi(Resource):
- @api.expect(parser_update_name)
+ @console_ns.expect(parser_update_name)
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py b/api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py
index d413def27f..42387557d6 100644
--- a/api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py
+++ b/api/controllers/console/datasets/rag_pipeline/datasource_content_preview.py
@@ -1,10 +1,10 @@
from flask_restx import ( # type: ignore
Resource, # type: ignore
- reqparse,
)
+from pydantic import BaseModel
from werkzeug.exceptions import Forbidden
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.datasets.wraps import get_rag_pipeline
from controllers.console.wraps import account_initialization_required, setup_required
from libs.login import current_user, login_required
@@ -12,17 +12,21 @@ from models import Account
from models.dataset import Pipeline
from services.rag_pipeline.rag_pipeline import RagPipelineService
-parser = (
- reqparse.RequestParser()
- .add_argument("inputs", type=dict, required=True, nullable=False, location="json")
- .add_argument("datasource_type", type=str, required=True, location="json")
- .add_argument("credential_id", type=str, required=False, location="json")
-)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class Parser(BaseModel):
+ inputs: dict
+ datasource_type: str
+ credential_id: str | None = None
+
+
+console_ns.schema_model(Parser.__name__, Parser.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
@console_ns.route("/rag/pipelines//workflows/published/datasource/nodes//preview")
class DataSourceContentPreviewApi(Resource):
- @api.expect(parser)
+ @console_ns.expect(console_ns.models[Parser.__name__], validate=True)
@setup_required
@login_required
@account_initialization_required
@@ -34,15 +38,10 @@ class DataSourceContentPreviewApi(Resource):
if not isinstance(current_user, Account):
raise Forbidden()
- args = parser.parse_args()
-
- inputs = args.get("inputs")
- if inputs is None:
- raise ValueError("missing inputs")
- datasource_type = args.get("datasource_type")
- if datasource_type is None:
- raise ValueError("missing datasource_type")
+ args = Parser.model_validate(console_ns.payload)
+ inputs = args.inputs
+ datasource_type = args.datasource_type
rag_pipeline_service = RagPipelineService()
preview_content = rag_pipeline_service.run_datasource_node_preview(
pipeline=pipeline,
@@ -51,6 +50,6 @@ class DataSourceContentPreviewApi(Resource):
account=current_user,
datasource_type=datasource_type,
is_published=True,
- credential_id=args.get("credential_id"),
+ credential_id=args.credential_id,
)
return preview_content, 200
diff --git a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_import.py b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_import.py
index 2c28120e65..d658d65b71 100644
--- a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_import.py
+++ b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_import.py
@@ -1,11 +1,11 @@
from flask_restx import Resource, marshal_with, reqparse # type: ignore
from sqlalchemy.orm import Session
-from werkzeug.exceptions import Forbidden
from controllers.console import console_ns
from controllers.console.datasets.wraps import get_rag_pipeline
from controllers.console.wraps import (
account_initialization_required,
+ edit_permission_required,
setup_required,
)
from extensions.ext_database import db
@@ -21,12 +21,11 @@ class RagPipelineImportApi(Resource):
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@marshal_with(pipeline_import_fields)
def post(self):
# Check user role first
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
parser = (
reqparse.RequestParser()
@@ -71,12 +70,10 @@ class RagPipelineImportConfirmApi(Resource):
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@marshal_with(pipeline_import_fields)
def post(self, import_id):
current_user, _ = current_account_with_tenant()
- # Check user role first
- if not current_user.has_edit_permission:
- raise Forbidden()
# Create service with session
with Session(db.engine) as session:
@@ -98,12 +95,9 @@ class RagPipelineImportCheckDependenciesApi(Resource):
@login_required
@get_rag_pipeline
@account_initialization_required
+ @edit_permission_required
@marshal_with(pipeline_import_check_dependencies_fields)
def get(self, pipeline: Pipeline):
- current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
-
with Session(db.engine) as session:
import_service = RagPipelineDslService(session)
result = import_service.check_dependencies(pipeline=pipeline)
@@ -117,12 +111,9 @@ class RagPipelineExportApi(Resource):
@login_required
@get_rag_pipeline
@account_initialization_required
+ @edit_permission_required
def get(self, pipeline: Pipeline):
- current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
-
- # Add include_secret params
+ # Add include_secret params
parser = reqparse.RequestParser().add_argument("include_secret", type=str, default="false", location="args")
args = parser.parse_args()
diff --git a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py
index 1e77a988bd..a0dc692c4e 100644
--- a/api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py
+++ b/api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py
@@ -9,7 +9,7 @@ from sqlalchemy.orm import Session
from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
import services
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.app.error import (
ConversationCompletedError,
DraftWorkflowNotExist,
@@ -153,7 +153,7 @@ parser_run = reqparse.RequestParser().add_argument("inputs", type=dict, location
@console_ns.route("/rag/pipelines//workflows/draft/iteration/nodes//run")
class RagPipelineDraftRunIterationNodeApi(Resource):
- @api.expect(parser_run)
+ @console_ns.expect(parser_run)
@setup_required
@login_required
@account_initialization_required
@@ -187,10 +187,11 @@ class RagPipelineDraftRunIterationNodeApi(Resource):
@console_ns.route("/rag/pipelines//workflows/draft/loop/nodes//run")
class RagPipelineDraftRunLoopNodeApi(Resource):
- @api.expect(parser_run)
+ @console_ns.expect(parser_run)
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
def post(self, pipeline: Pipeline, node_id: str):
"""
@@ -198,8 +199,6 @@ class RagPipelineDraftRunLoopNodeApi(Resource):
"""
# The role of the current user in the ta table must be admin, owner, or editor
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
args = parser_run.parse_args()
@@ -231,10 +230,11 @@ parser_draft_run = (
@console_ns.route("/rag/pipelines//workflows/draft/run")
class DraftRagPipelineRunApi(Resource):
- @api.expect(parser_draft_run)
+ @console_ns.expect(parser_draft_run)
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
def post(self, pipeline: Pipeline):
"""
@@ -242,8 +242,6 @@ class DraftRagPipelineRunApi(Resource):
"""
# The role of the current user in the ta table must be admin, owner, or editor
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
args = parser_draft_run.parse_args()
@@ -275,10 +273,11 @@ parser_published_run = (
@console_ns.route("/rag/pipelines//workflows/published/run")
class PublishedRagPipelineRunApi(Resource):
- @api.expect(parser_published_run)
+ @console_ns.expect(parser_published_run)
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
def post(self, pipeline: Pipeline):
"""
@@ -286,8 +285,6 @@ class PublishedRagPipelineRunApi(Resource):
"""
# The role of the current user in the ta table must be admin, owner, or editor
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
args = parser_published_run.parse_args()
@@ -400,10 +397,11 @@ parser_rag_run = (
@console_ns.route("/rag/pipelines//workflows/published/datasource/nodes//run")
class RagPipelinePublishedDatasourceNodeRunApi(Resource):
- @api.expect(parser_rag_run)
+ @console_ns.expect(parser_rag_run)
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
def post(self, pipeline: Pipeline, node_id: str):
"""
@@ -411,8 +409,6 @@ class RagPipelinePublishedDatasourceNodeRunApi(Resource):
"""
# The role of the current user in the ta table must be admin, owner, or editor
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
args = parser_rag_run.parse_args()
@@ -441,9 +437,10 @@ class RagPipelinePublishedDatasourceNodeRunApi(Resource):
@console_ns.route("/rag/pipelines//workflows/draft/datasource/nodes//run")
class RagPipelineDraftDatasourceNodeRunApi(Resource):
- @api.expect(parser_rag_run)
+ @console_ns.expect(parser_rag_run)
@setup_required
@login_required
+ @edit_permission_required
@account_initialization_required
@get_rag_pipeline
def post(self, pipeline: Pipeline, node_id: str):
@@ -452,8 +449,6 @@ class RagPipelineDraftDatasourceNodeRunApi(Resource):
"""
# The role of the current user in the ta table must be admin, owner, or editor
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
args = parser_rag_run.parse_args()
@@ -487,9 +482,10 @@ parser_run_api = reqparse.RequestParser().add_argument(
@console_ns.route("/rag/pipelines//workflows/draft/nodes//run")
class RagPipelineDraftNodeRunApi(Resource):
- @api.expect(parser_run_api)
+ @console_ns.expect(parser_run_api)
@setup_required
@login_required
+ @edit_permission_required
@account_initialization_required
@get_rag_pipeline
@marshal_with(workflow_run_node_execution_fields)
@@ -499,8 +495,6 @@ class RagPipelineDraftNodeRunApi(Resource):
"""
# The role of the current user in the ta table must be admin, owner, or editor
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
args = parser_run_api.parse_args()
@@ -523,6 +517,7 @@ class RagPipelineDraftNodeRunApi(Resource):
class RagPipelineTaskStopApi(Resource):
@setup_required
@login_required
+ @edit_permission_required
@account_initialization_required
@get_rag_pipeline
def post(self, pipeline: Pipeline, task_id: str):
@@ -531,8 +526,6 @@ class RagPipelineTaskStopApi(Resource):
"""
# The role of the current user in the ta table must be admin, owner, or editor
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
AppQueueManager.set_stop_flag(task_id, InvokeFrom.DEBUGGER, current_user.id)
@@ -544,6 +537,7 @@ class PublishedRagPipelineApi(Resource):
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
@marshal_with(workflow_fields)
def get(self, pipeline: Pipeline):
@@ -551,9 +545,6 @@ class PublishedRagPipelineApi(Resource):
Get published pipeline
"""
# The role of the current user in the ta table must be admin, owner, or editor
- current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
if not pipeline.is_published:
return None
# fetch published workflow by pipeline
@@ -566,6 +557,7 @@ class PublishedRagPipelineApi(Resource):
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
def post(self, pipeline: Pipeline):
"""
@@ -573,9 +565,6 @@ class PublishedRagPipelineApi(Resource):
"""
# The role of the current user in the ta table must be admin, owner, or editor
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
-
rag_pipeline_service = RagPipelineService()
with Session(db.engine) as session:
pipeline = session.merge(pipeline)
@@ -602,16 +591,12 @@ class DefaultRagPipelineBlockConfigsApi(Resource):
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
def get(self, pipeline: Pipeline):
"""
Get default block config
"""
- # The role of the current user in the ta table must be admin, owner, or editor
- current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
-
# Get default block configs
rag_pipeline_service = RagPipelineService()
return rag_pipeline_service.get_default_block_configs()
@@ -622,20 +607,16 @@ parser_default = reqparse.RequestParser().add_argument("q", type=str, location="
@console_ns.route("/rag/pipelines//workflows/default-workflow-block-configs/")
class DefaultRagPipelineBlockConfigApi(Resource):
- @api.expect(parser_default)
+ @console_ns.expect(parser_default)
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
def get(self, pipeline: Pipeline, block_type: str):
"""
Get default block config
"""
- # The role of the current user in the ta table must be admin, owner, or editor
- current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
-
args = parser_default.parse_args()
q = args.get("q")
@@ -663,10 +644,11 @@ parser_wf = (
@console_ns.route("/rag/pipelines//workflows")
class PublishedAllRagPipelineApi(Resource):
- @api.expect(parser_wf)
+ @console_ns.expect(parser_wf)
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
@marshal_with(workflow_pagination_fields)
def get(self, pipeline: Pipeline):
@@ -674,8 +656,6 @@ class PublishedAllRagPipelineApi(Resource):
Get published workflows
"""
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
args = parser_wf.parse_args()
page = args["page"]
@@ -716,10 +696,11 @@ parser_wf_id = (
@console_ns.route("/rag/pipelines//workflows/")
class RagPipelineByIdApi(Resource):
- @api.expect(parser_wf_id)
+ @console_ns.expect(parser_wf_id)
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
@get_rag_pipeline
@marshal_with(workflow_fields)
def patch(self, pipeline: Pipeline, workflow_id: str):
@@ -728,8 +709,6 @@ class RagPipelineByIdApi(Resource):
"""
# Check permission
current_user, _ = current_account_with_tenant()
- if not current_user.has_edit_permission:
- raise Forbidden()
args = parser_wf_id.parse_args()
@@ -775,7 +754,7 @@ parser_parameters = reqparse.RequestParser().add_argument("node_id", type=str, r
@console_ns.route("/rag/pipelines//workflows/published/processing/parameters")
class PublishedRagPipelineSecondStepApi(Resource):
- @api.expect(parser_parameters)
+ @console_ns.expect(parser_parameters)
@setup_required
@login_required
@account_initialization_required
@@ -798,7 +777,7 @@ class PublishedRagPipelineSecondStepApi(Resource):
@console_ns.route("/rag/pipelines//workflows/published/pre-processing/parameters")
class PublishedRagPipelineFirstStepApi(Resource):
- @api.expect(parser_parameters)
+ @console_ns.expect(parser_parameters)
@setup_required
@login_required
@account_initialization_required
@@ -821,7 +800,7 @@ class PublishedRagPipelineFirstStepApi(Resource):
@console_ns.route("/rag/pipelines//workflows/draft/pre-processing/parameters")
class DraftRagPipelineFirstStepApi(Resource):
- @api.expect(parser_parameters)
+ @console_ns.expect(parser_parameters)
@setup_required
@login_required
@account_initialization_required
@@ -844,7 +823,7 @@ class DraftRagPipelineFirstStepApi(Resource):
@console_ns.route("/rag/pipelines//workflows/draft/processing/parameters")
class DraftRagPipelineSecondStepApi(Resource):
- @api.expect(parser_parameters)
+ @console_ns.expect(parser_parameters)
@setup_required
@login_required
@account_initialization_required
@@ -875,7 +854,7 @@ parser_wf_run = (
@console_ns.route("/rag/pipelines//workflow-runs")
class RagPipelineWorkflowRunListApi(Resource):
- @api.expect(parser_wf_run)
+ @console_ns.expect(parser_wf_run)
@setup_required
@login_required
@account_initialization_required
@@ -996,7 +975,7 @@ parser_var = (
@console_ns.route("/rag/pipelines//workflows/draft/datasource/variables-inspect")
class RagPipelineDatasourceVariableApi(Resource):
- @api.expect(parser_var)
+ @console_ns.expect(parser_var)
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/datasets/website.py b/api/controllers/console/datasets/website.py
index fe6eaaa0de..b2998a8d3e 100644
--- a/api/controllers/console/datasets/website.py
+++ b/api/controllers/console/datasets/website.py
@@ -1,6 +1,6 @@
from flask_restx import Resource, fields, reqparse
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.datasets.error import WebsiteCrawlError
from controllers.console.wraps import account_initialization_required, setup_required
from libs.login import login_required
@@ -9,10 +9,10 @@ from services.website_service import WebsiteCrawlApiRequest, WebsiteCrawlStatusA
@console_ns.route("/website/crawl")
class WebsiteCrawlApi(Resource):
- @api.doc("crawl_website")
- @api.doc(description="Crawl website content")
- @api.expect(
- api.model(
+ @console_ns.doc("crawl_website")
+ @console_ns.doc(description="Crawl website content")
+ @console_ns.expect(
+ console_ns.model(
"WebsiteCrawlRequest",
{
"provider": fields.String(
@@ -25,8 +25,8 @@ class WebsiteCrawlApi(Resource):
},
)
)
- @api.response(200, "Website crawl initiated successfully")
- @api.response(400, "Invalid crawl parameters")
+ @console_ns.response(200, "Website crawl initiated successfully")
+ @console_ns.response(400, "Invalid crawl parameters")
@setup_required
@login_required
@account_initialization_required
@@ -62,12 +62,12 @@ class WebsiteCrawlApi(Resource):
@console_ns.route("/website/crawl/status/")
class WebsiteCrawlStatusApi(Resource):
- @api.doc("get_crawl_status")
- @api.doc(description="Get website crawl status")
- @api.doc(params={"job_id": "Crawl job ID", "provider": "Crawl provider (firecrawl/watercrawl/jinareader)"})
- @api.response(200, "Crawl status retrieved successfully")
- @api.response(404, "Crawl job not found")
- @api.response(400, "Invalid provider")
+ @console_ns.doc("get_crawl_status")
+ @console_ns.doc(description="Get website crawl status")
+ @console_ns.doc(params={"job_id": "Crawl job ID", "provider": "Crawl provider (firecrawl/watercrawl/jinareader)"})
+ @console_ns.response(200, "Crawl status retrieved successfully")
+ @console_ns.response(404, "Crawl job not found")
+ @console_ns.response(400, "Invalid provider")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/datasets/wraps.py b/api/controllers/console/datasets/wraps.py
index a8c1298e3e..3ef1341abc 100644
--- a/api/controllers/console/datasets/wraps.py
+++ b/api/controllers/console/datasets/wraps.py
@@ -1,44 +1,40 @@
from collections.abc import Callable
from functools import wraps
+from typing import ParamSpec, TypeVar
from controllers.console.datasets.error import PipelineNotFoundError
from extensions.ext_database import db
from libs.login import current_account_with_tenant
from models.dataset import Pipeline
+P = ParamSpec("P")
+R = TypeVar("R")
-def get_rag_pipeline(
- view: Callable | None = None,
-):
- def decorator(view_func):
- @wraps(view_func)
- def decorated_view(*args, **kwargs):
- if not kwargs.get("pipeline_id"):
- raise ValueError("missing pipeline_id in path parameters")
- _, current_tenant_id = current_account_with_tenant()
+def get_rag_pipeline(view_func: Callable[P, R]):
+ @wraps(view_func)
+ def decorated_view(*args: P.args, **kwargs: P.kwargs):
+ if not kwargs.get("pipeline_id"):
+ raise ValueError("missing pipeline_id in path parameters")
- pipeline_id = kwargs.get("pipeline_id")
- pipeline_id = str(pipeline_id)
+ _, current_tenant_id = current_account_with_tenant()
- del kwargs["pipeline_id"]
+ pipeline_id = kwargs.get("pipeline_id")
+ pipeline_id = str(pipeline_id)
- pipeline = (
- db.session.query(Pipeline)
- .where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_tenant_id)
- .first()
- )
+ del kwargs["pipeline_id"]
- if not pipeline:
- raise PipelineNotFoundError()
+ pipeline = (
+ db.session.query(Pipeline)
+ .where(Pipeline.id == pipeline_id, Pipeline.tenant_id == current_tenant_id)
+ .first()
+ )
- kwargs["pipeline"] = pipeline
+ if not pipeline:
+ raise PipelineNotFoundError()
- return view_func(*args, **kwargs)
+ kwargs["pipeline"] = pipeline
- return decorated_view
+ return view_func(*args, **kwargs)
- if view is None:
- return decorator
- else:
- return decorator(view)
+ return decorated_view
diff --git a/api/controllers/console/explore/completion.py b/api/controllers/console/explore/completion.py
index 9386ecebae..52d6426e7f 100644
--- a/api/controllers/console/explore/completion.py
+++ b/api/controllers/console/explore/completion.py
@@ -15,7 +15,6 @@ from controllers.console.app.error import (
from controllers.console.explore.error import NotChatAppError, NotCompletionAppError
from controllers.console.explore.wraps import InstalledAppResource
from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
-from core.app.apps.base_app_queue_manager import AppQueueManager
from core.app.entities.app_invoke_entities import InvokeFrom
from core.errors.error import (
ModelCurrentlyNotSupportError,
@@ -31,6 +30,7 @@ from libs.login import current_user
from models import Account
from models.model import AppMode
from services.app_generate_service import AppGenerateService
+from services.app_task_service import AppTaskService
from services.errors.llm import InvokeRateLimitError
from .. import console_ns
@@ -46,7 +46,7 @@ logger = logging.getLogger(__name__)
class CompletionApi(InstalledAppResource):
def post(self, installed_app):
app_model = installed_app.app
- if app_model.mode != "completion":
+ if app_model.mode != AppMode.COMPLETION:
raise NotCompletionAppError()
parser = (
@@ -102,12 +102,18 @@ class CompletionApi(InstalledAppResource):
class CompletionStopApi(InstalledAppResource):
def post(self, installed_app, task_id):
app_model = installed_app.app
- if app_model.mode != "completion":
+ if app_model.mode != AppMode.COMPLETION:
raise NotCompletionAppError()
if not isinstance(current_user, Account):
raise ValueError("current_user must be an Account instance")
- AppQueueManager.set_stop_flag(task_id, InvokeFrom.EXPLORE, current_user.id)
+
+ AppTaskService.stop_task(
+ task_id=task_id,
+ invoke_from=InvokeFrom.EXPLORE,
+ user_id=current_user.id,
+ app_mode=AppMode.value_of(app_model.mode),
+ )
return {"result": "success"}, 200
@@ -184,6 +190,12 @@ class ChatStopApi(InstalledAppResource):
if not isinstance(current_user, Account):
raise ValueError("current_user must be an Account instance")
- AppQueueManager.set_stop_flag(task_id, InvokeFrom.EXPLORE, current_user.id)
+
+ AppTaskService.stop_task(
+ task_id=task_id,
+ invoke_from=InvokeFrom.EXPLORE,
+ user_id=current_user.id,
+ app_mode=app_mode,
+ )
return {"result": "success"}, 200
diff --git a/api/controllers/console/explore/recommended_app.py b/api/controllers/console/explore/recommended_app.py
index 11c7a1bc18..5a9c3ef133 100644
--- a/api/controllers/console/explore/recommended_app.py
+++ b/api/controllers/console/explore/recommended_app.py
@@ -1,7 +1,7 @@
from flask_restx import Resource, fields, marshal_with, reqparse
from constants.languages import languages
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.wraps import account_initialization_required
from libs.helper import AppIconUrlField
from libs.login import current_user, login_required
@@ -40,7 +40,7 @@ parser_apps = reqparse.RequestParser().add_argument("language", type=str, locati
@console_ns.route("/explore/apps")
class RecommendedAppListApi(Resource):
- @api.expect(parser_apps)
+ @console_ns.expect(parser_apps)
@login_required
@account_initialization_required
@marshal_with(recommended_app_list_fields)
diff --git a/api/controllers/console/extension.py b/api/controllers/console/extension.py
index a1d36def0d..08f29b4655 100644
--- a/api/controllers/console/extension.py
+++ b/api/controllers/console/extension.py
@@ -1,7 +1,7 @@
from flask_restx import Resource, fields, marshal_with, reqparse
from constants import HIDDEN_VALUE
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.wraps import account_initialization_required, setup_required
from fields.api_based_extension_fields import api_based_extension_fields
from libs.login import current_account_with_tenant, login_required
@@ -9,18 +9,24 @@ from models.api_based_extension import APIBasedExtension
from services.api_based_extension_service import APIBasedExtensionService
from services.code_based_extension_service import CodeBasedExtensionService
+api_based_extension_model = console_ns.model("ApiBasedExtensionModel", api_based_extension_fields)
+
+api_based_extension_list_model = fields.List(fields.Nested(api_based_extension_model))
+
@console_ns.route("/code-based-extension")
class CodeBasedExtensionAPI(Resource):
- @api.doc("get_code_based_extension")
- @api.doc(description="Get code-based extension data by module name")
- @api.expect(
- api.parser().add_argument("module", type=str, required=True, location="args", help="Extension module name")
+ @console_ns.doc("get_code_based_extension")
+ @console_ns.doc(description="Get code-based extension data by module name")
+ @console_ns.expect(
+ console_ns.parser().add_argument(
+ "module", type=str, required=True, location="args", help="Extension module name"
+ )
)
- @api.response(
+ @console_ns.response(
200,
"Success",
- api.model(
+ console_ns.model(
"CodeBasedExtensionResponse",
{"module": fields.String(description="Module name"), "data": fields.Raw(description="Extension data")},
),
@@ -37,21 +43,21 @@ class CodeBasedExtensionAPI(Resource):
@console_ns.route("/api-based-extension")
class APIBasedExtensionAPI(Resource):
- @api.doc("get_api_based_extensions")
- @api.doc(description="Get all API-based extensions for current tenant")
- @api.response(200, "Success", fields.List(fields.Nested(api_based_extension_fields)))
+ @console_ns.doc("get_api_based_extensions")
+ @console_ns.doc(description="Get all API-based extensions for current tenant")
+ @console_ns.response(200, "Success", api_based_extension_list_model)
@setup_required
@login_required
@account_initialization_required
- @marshal_with(api_based_extension_fields)
+ @marshal_with(api_based_extension_model)
def get(self):
_, tenant_id = current_account_with_tenant()
return APIBasedExtensionService.get_all_by_tenant_id(tenant_id)
- @api.doc("create_api_based_extension")
- @api.doc(description="Create a new API-based extension")
- @api.expect(
- api.model(
+ @console_ns.doc("create_api_based_extension")
+ @console_ns.doc(description="Create a new API-based extension")
+ @console_ns.expect(
+ console_ns.model(
"CreateAPIBasedExtensionRequest",
{
"name": fields.String(required=True, description="Extension name"),
@@ -60,13 +66,13 @@ class APIBasedExtensionAPI(Resource):
},
)
)
- @api.response(201, "Extension created successfully", api_based_extension_fields)
+ @console_ns.response(201, "Extension created successfully", api_based_extension_model)
@setup_required
@login_required
@account_initialization_required
- @marshal_with(api_based_extension_fields)
+ @marshal_with(api_based_extension_model)
def post(self):
- args = api.payload
+ args = console_ns.payload
_, current_tenant_id = current_account_with_tenant()
extension_data = APIBasedExtension(
@@ -81,25 +87,25 @@ class APIBasedExtensionAPI(Resource):
@console_ns.route("/api-based-extension/")
class APIBasedExtensionDetailAPI(Resource):
- @api.doc("get_api_based_extension")
- @api.doc(description="Get API-based extension by ID")
- @api.doc(params={"id": "Extension ID"})
- @api.response(200, "Success", api_based_extension_fields)
+ @console_ns.doc("get_api_based_extension")
+ @console_ns.doc(description="Get API-based extension by ID")
+ @console_ns.doc(params={"id": "Extension ID"})
+ @console_ns.response(200, "Success", api_based_extension_model)
@setup_required
@login_required
@account_initialization_required
- @marshal_with(api_based_extension_fields)
+ @marshal_with(api_based_extension_model)
def get(self, id):
api_based_extension_id = str(id)
_, tenant_id = current_account_with_tenant()
return APIBasedExtensionService.get_with_tenant_id(tenant_id, api_based_extension_id)
- @api.doc("update_api_based_extension")
- @api.doc(description="Update API-based extension")
- @api.doc(params={"id": "Extension ID"})
- @api.expect(
- api.model(
+ @console_ns.doc("update_api_based_extension")
+ @console_ns.doc(description="Update API-based extension")
+ @console_ns.doc(params={"id": "Extension ID"})
+ @console_ns.expect(
+ console_ns.model(
"UpdateAPIBasedExtensionRequest",
{
"name": fields.String(required=True, description="Extension name"),
@@ -108,18 +114,18 @@ class APIBasedExtensionDetailAPI(Resource):
},
)
)
- @api.response(200, "Extension updated successfully", api_based_extension_fields)
+ @console_ns.response(200, "Extension updated successfully", api_based_extension_model)
@setup_required
@login_required
@account_initialization_required
- @marshal_with(api_based_extension_fields)
+ @marshal_with(api_based_extension_model)
def post(self, id):
api_based_extension_id = str(id)
_, current_tenant_id = current_account_with_tenant()
extension_data_from_db = APIBasedExtensionService.get_with_tenant_id(current_tenant_id, api_based_extension_id)
- args = api.payload
+ args = console_ns.payload
extension_data_from_db.name = args["name"]
extension_data_from_db.api_endpoint = args["api_endpoint"]
@@ -129,10 +135,10 @@ class APIBasedExtensionDetailAPI(Resource):
return APIBasedExtensionService.save(extension_data_from_db)
- @api.doc("delete_api_based_extension")
- @api.doc(description="Delete API-based extension")
- @api.doc(params={"id": "Extension ID"})
- @api.response(204, "Extension deleted successfully")
+ @console_ns.doc("delete_api_based_extension")
+ @console_ns.doc(description="Delete API-based extension")
+ @console_ns.doc(params={"id": "Extension ID"})
+ @console_ns.response(204, "Extension deleted successfully")
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/feature.py b/api/controllers/console/feature.py
index 39bcf3424c..6951c906e9 100644
--- a/api/controllers/console/feature.py
+++ b/api/controllers/console/feature.py
@@ -3,18 +3,18 @@ from flask_restx import Resource, fields
from libs.login import current_account_with_tenant, login_required
from services.feature_service import FeatureService
-from . import api, console_ns
+from . import console_ns
from .wraps import account_initialization_required, cloud_utm_record, setup_required
@console_ns.route("/features")
class FeatureApi(Resource):
- @api.doc("get_tenant_features")
- @api.doc(description="Get feature configuration for current tenant")
- @api.response(
+ @console_ns.doc("get_tenant_features")
+ @console_ns.doc(description="Get feature configuration for current tenant")
+ @console_ns.response(
200,
"Success",
- api.model("FeatureResponse", {"features": fields.Raw(description="Feature configuration object")}),
+ console_ns.model("FeatureResponse", {"features": fields.Raw(description="Feature configuration object")}),
)
@setup_required
@login_required
@@ -29,12 +29,14 @@ class FeatureApi(Resource):
@console_ns.route("/system-features")
class SystemFeatureApi(Resource):
- @api.doc("get_system_features")
- @api.doc(description="Get system-wide feature configuration")
- @api.response(
+ @console_ns.doc("get_system_features")
+ @console_ns.doc(description="Get system-wide feature configuration")
+ @console_ns.response(
200,
"Success",
- api.model("SystemFeatureResponse", {"features": fields.Raw(description="System feature configuration object")}),
+ console_ns.model(
+ "SystemFeatureResponse", {"features": fields.Raw(description="System feature configuration object")}
+ ),
)
def get(self):
"""Get system-wide feature configuration"""
diff --git a/api/controllers/console/init_validate.py b/api/controllers/console/init_validate.py
index f219425d07..f27fa26983 100644
--- a/api/controllers/console/init_validate.py
+++ b/api/controllers/console/init_validate.py
@@ -11,19 +11,19 @@ from libs.helper import StrLen
from models.model import DifySetup
from services.account_service import TenantService
-from . import api, console_ns
+from . import console_ns
from .error import AlreadySetupError, InitValidateFailedError
from .wraps import only_edition_self_hosted
@console_ns.route("/init")
class InitValidateAPI(Resource):
- @api.doc("get_init_status")
- @api.doc(description="Get initialization validation status")
- @api.response(
+ @console_ns.doc("get_init_status")
+ @console_ns.doc(description="Get initialization validation status")
+ @console_ns.response(
200,
"Success",
- model=api.model(
+ model=console_ns.model(
"InitStatusResponse",
{"status": fields.String(description="Initialization status", enum=["finished", "not_started"])},
),
@@ -35,20 +35,20 @@ class InitValidateAPI(Resource):
return {"status": "finished"}
return {"status": "not_started"}
- @api.doc("validate_init_password")
- @api.doc(description="Validate initialization password for self-hosted edition")
- @api.expect(
- api.model(
+ @console_ns.doc("validate_init_password")
+ @console_ns.doc(description="Validate initialization password for self-hosted edition")
+ @console_ns.expect(
+ console_ns.model(
"InitValidateRequest",
{"password": fields.String(required=True, description="Initialization password", max_length=30)},
)
)
- @api.response(
+ @console_ns.response(
201,
"Success",
- model=api.model("InitValidateResponse", {"result": fields.String(description="Operation result")}),
+ model=console_ns.model("InitValidateResponse", {"result": fields.String(description="Operation result")}),
)
- @api.response(400, "Already setup or validation failed")
+ @console_ns.response(400, "Already setup or validation failed")
@only_edition_self_hosted
def post(self):
"""Validate initialization password"""
diff --git a/api/controllers/console/ping.py b/api/controllers/console/ping.py
index 29f49b99de..25a3d80522 100644
--- a/api/controllers/console/ping.py
+++ b/api/controllers/console/ping.py
@@ -1,16 +1,16 @@
from flask_restx import Resource, fields
-from . import api, console_ns
+from . import console_ns
@console_ns.route("/ping")
class PingApi(Resource):
- @api.doc("health_check")
- @api.doc(description="Health check endpoint for connection testing")
- @api.response(
+ @console_ns.doc("health_check")
+ @console_ns.doc(description="Health check endpoint for connection testing")
+ @console_ns.response(
200,
"Success",
- api.model("PingResponse", {"result": fields.String(description="Health check result", example="pong")}),
+ console_ns.model("PingResponse", {"result": fields.String(description="Health check result", example="pong")}),
)
def get(self):
"""Health check endpoint for connection testing"""
diff --git a/api/controllers/console/remote_files.py b/api/controllers/console/remote_files.py
index 47c7ecde9a..49a4df1b5a 100644
--- a/api/controllers/console/remote_files.py
+++ b/api/controllers/console/remote_files.py
@@ -10,7 +10,6 @@ from controllers.common.errors import (
RemoteFileUploadError,
UnsupportedFileTypeError,
)
-from controllers.console import api
from core.file import helpers as file_helpers
from core.helper import ssrf_proxy
from extensions.ext_database import db
@@ -42,7 +41,7 @@ parser_upload = reqparse.RequestParser().add_argument("url", type=str, required=
@console_ns.route("/remote-files/upload")
class RemoteFileUploadApi(Resource):
- @api.expect(parser_upload)
+ @console_ns.expect(parser_upload)
@marshal_with(file_fields_with_signed_url)
def post(self):
args = parser_upload.parse_args()
diff --git a/api/controllers/console/setup.py b/api/controllers/console/setup.py
index 22929c851e..0c2a4d797b 100644
--- a/api/controllers/console/setup.py
+++ b/api/controllers/console/setup.py
@@ -7,7 +7,7 @@ from libs.password import valid_password
from models.model import DifySetup, db
from services.account_service import RegisterService, TenantService
-from . import api, console_ns
+from . import console_ns
from .error import AlreadySetupError, NotInitValidateError
from .init_validate import get_init_validate_status
from .wraps import only_edition_self_hosted
@@ -15,12 +15,12 @@ from .wraps import only_edition_self_hosted
@console_ns.route("/setup")
class SetupApi(Resource):
- @api.doc("get_setup_status")
- @api.doc(description="Get system setup status")
- @api.response(
+ @console_ns.doc("get_setup_status")
+ @console_ns.doc(description="Get system setup status")
+ @console_ns.response(
200,
"Success",
- api.model(
+ console_ns.model(
"SetupStatusResponse",
{
"step": fields.String(description="Setup step status", enum=["not_started", "finished"]),
@@ -40,10 +40,10 @@ class SetupApi(Resource):
return {"step": "not_started"}
return {"step": "finished"}
- @api.doc("setup_system")
- @api.doc(description="Initialize system setup with admin account")
- @api.expect(
- api.model(
+ @console_ns.doc("setup_system")
+ @console_ns.doc(description="Initialize system setup with admin account")
+ @console_ns.expect(
+ console_ns.model(
"SetupRequest",
{
"email": fields.String(required=True, description="Admin email address"),
@@ -53,8 +53,10 @@ class SetupApi(Resource):
},
)
)
- @api.response(201, "Success", api.model("SetupResponse", {"result": fields.String(description="Setup result")}))
- @api.response(400, "Already setup or validation failed")
+ @console_ns.response(
+ 201, "Success", console_ns.model("SetupResponse", {"result": fields.String(description="Setup result")})
+ )
+ @console_ns.response(400, "Already setup or validation failed")
@only_edition_self_hosted
def post(self):
"""Initialize system setup with admin account"""
diff --git a/api/controllers/console/tag/tags.py b/api/controllers/console/tag/tags.py
index ca8259238b..17cfc3ff4b 100644
--- a/api/controllers/console/tag/tags.py
+++ b/api/controllers/console/tag/tags.py
@@ -2,8 +2,8 @@ from flask import request
from flask_restx import Resource, marshal_with, reqparse
from werkzeug.exceptions import Forbidden
-from controllers.console import api, console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
from fields.tag_fields import dataset_tag_fields
from libs.login import current_account_with_tenant, login_required
from models.model import Tag
@@ -43,7 +43,7 @@ class TagListApi(Resource):
return tags, 200
- @api.expect(parser_tags)
+ @console_ns.expect(parser_tags)
@setup_required
@login_required
@account_initialization_required
@@ -68,7 +68,7 @@ parser_tag_id = reqparse.RequestParser().add_argument(
@console_ns.route("/tags/")
class TagUpdateDeleteApi(Resource):
- @api.expect(parser_tag_id)
+ @console_ns.expect(parser_tag_id)
@setup_required
@login_required
@account_initialization_required
@@ -91,12 +91,9 @@ class TagUpdateDeleteApi(Resource):
@setup_required
@login_required
@account_initialization_required
+ @edit_permission_required
def delete(self, tag_id):
- current_user, _ = current_account_with_tenant()
tag_id = str(tag_id)
- # The role of the current user in the ta table must be admin, owner, or editor
- if not current_user.has_edit_permission:
- raise Forbidden()
TagService.delete_tag(tag_id)
@@ -113,7 +110,7 @@ parser_create = (
@console_ns.route("/tag-bindings/create")
class TagBindingCreateApi(Resource):
- @api.expect(parser_create)
+ @console_ns.expect(parser_create)
@setup_required
@login_required
@account_initialization_required
@@ -139,7 +136,7 @@ parser_remove = (
@console_ns.route("/tag-bindings/remove")
class TagBindingDeleteApi(Resource):
- @api.expect(parser_remove)
+ @console_ns.expect(parser_remove)
@setup_required
@login_required
@account_initialization_required
diff --git a/api/controllers/console/version.py b/api/controllers/console/version.py
index 104a205fc8..6c5505f42a 100644
--- a/api/controllers/console/version.py
+++ b/api/controllers/console/version.py
@@ -7,7 +7,7 @@ from packaging import version
from configs import dify_config
-from . import api, console_ns
+from . import console_ns
logger = logging.getLogger(__name__)
@@ -18,13 +18,13 @@ parser = reqparse.RequestParser().add_argument(
@console_ns.route("/version")
class VersionApi(Resource):
- @api.doc("check_version_update")
- @api.doc(description="Check for application version updates")
- @api.expect(parser)
- @api.response(
+ @console_ns.doc("check_version_update")
+ @console_ns.doc(description="Check for application version updates")
+ @console_ns.expect(parser)
+ @console_ns.response(
200,
"Success",
- api.model(
+ console_ns.model(
"VersionResponse",
{
"version": fields.String(description="Latest version number"),
diff --git a/api/controllers/console/workspace/account.py b/api/controllers/console/workspace/account.py
index 0833b39f41..b4d1b42657 100644
--- a/api/controllers/console/workspace/account.py
+++ b/api/controllers/console/workspace/account.py
@@ -1,14 +1,16 @@
from datetime import datetime
+from typing import Literal
import pytz
from flask import request
-from flask_restx import Resource, fields, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal_with
+from pydantic import BaseModel, Field, field_validator, model_validator
from sqlalchemy import select
from sqlalchemy.orm import Session
from configs import dify_config
from constants.languages import supported_language
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.auth.error import (
EmailAlreadyInUseError,
EmailChangeLimitError,
@@ -42,20 +44,198 @@ from services.account_service import AccountService
from services.billing_service import BillingService
from services.errors.account import CurrentPasswordIncorrectError as ServiceCurrentPasswordIncorrectError
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-def _init_parser():
- parser = reqparse.RequestParser()
- if dify_config.EDITION == "CLOUD":
- parser.add_argument("invitation_code", type=str, location="json")
- parser.add_argument("interface_language", type=supported_language, required=True, location="json").add_argument(
- "timezone", type=timezone, required=True, location="json"
- )
- return parser
+
+class AccountInitPayload(BaseModel):
+ interface_language: str
+ timezone: str
+ invitation_code: str | None = None
+
+ @field_validator("interface_language")
+ @classmethod
+ def validate_language(cls, value: str) -> str:
+ return supported_language(value)
+
+ @field_validator("timezone")
+ @classmethod
+ def validate_timezone(cls, value: str) -> str:
+ return timezone(value)
+
+
+class AccountNamePayload(BaseModel):
+ name: str = Field(min_length=3, max_length=30)
+
+
+class AccountAvatarPayload(BaseModel):
+ avatar: str
+
+
+class AccountInterfaceLanguagePayload(BaseModel):
+ interface_language: str
+
+ @field_validator("interface_language")
+ @classmethod
+ def validate_language(cls, value: str) -> str:
+ return supported_language(value)
+
+
+class AccountInterfaceThemePayload(BaseModel):
+ interface_theme: Literal["light", "dark"]
+
+
+class AccountTimezonePayload(BaseModel):
+ timezone: str
+
+ @field_validator("timezone")
+ @classmethod
+ def validate_timezone(cls, value: str) -> str:
+ return timezone(value)
+
+
+class AccountPasswordPayload(BaseModel):
+ password: str | None = None
+ new_password: str
+ repeat_new_password: str
+
+ @model_validator(mode="after")
+ def check_passwords_match(self) -> "AccountPasswordPayload":
+ if self.new_password != self.repeat_new_password:
+ raise RepeatPasswordNotMatchError()
+ return self
+
+
+class AccountDeletePayload(BaseModel):
+ token: str
+ code: str
+
+
+class AccountDeletionFeedbackPayload(BaseModel):
+ email: str
+ feedback: str
+
+ @field_validator("email")
+ @classmethod
+ def validate_email(cls, value: str) -> str:
+ return email(value)
+
+
+class EducationActivatePayload(BaseModel):
+ token: str
+ institution: str
+ role: str
+
+
+class EducationAutocompleteQuery(BaseModel):
+ keywords: str
+ page: int = 0
+ limit: int = 20
+
+
+class ChangeEmailSendPayload(BaseModel):
+ email: str
+ language: str | None = None
+ phase: str | None = None
+ token: str | None = None
+
+ @field_validator("email")
+ @classmethod
+ def validate_email(cls, value: str) -> str:
+ return email(value)
+
+
+class ChangeEmailValidityPayload(BaseModel):
+ email: str
+ code: str
+ token: str
+
+ @field_validator("email")
+ @classmethod
+ def validate_email(cls, value: str) -> str:
+ return email(value)
+
+
+class ChangeEmailResetPayload(BaseModel):
+ new_email: str
+ token: str
+
+ @field_validator("new_email")
+ @classmethod
+ def validate_email(cls, value: str) -> str:
+ return email(value)
+
+
+class CheckEmailUniquePayload(BaseModel):
+ email: str
+
+ @field_validator("email")
+ @classmethod
+ def validate_email(cls, value: str) -> str:
+ return email(value)
+
+
+console_ns.schema_model(
+ AccountInitPayload.__name__, AccountInitPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+console_ns.schema_model(
+ AccountNamePayload.__name__, AccountNamePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+console_ns.schema_model(
+ AccountAvatarPayload.__name__, AccountAvatarPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+console_ns.schema_model(
+ AccountInterfaceLanguagePayload.__name__,
+ AccountInterfaceLanguagePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ AccountInterfaceThemePayload.__name__,
+ AccountInterfaceThemePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ AccountTimezonePayload.__name__,
+ AccountTimezonePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ AccountPasswordPayload.__name__,
+ AccountPasswordPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ AccountDeletePayload.__name__,
+ AccountDeletePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ AccountDeletionFeedbackPayload.__name__,
+ AccountDeletionFeedbackPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ EducationActivatePayload.__name__,
+ EducationActivatePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ EducationAutocompleteQuery.__name__,
+ EducationAutocompleteQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ ChangeEmailSendPayload.__name__,
+ ChangeEmailSendPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ ChangeEmailValidityPayload.__name__,
+ ChangeEmailValidityPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ ChangeEmailResetPayload.__name__,
+ ChangeEmailResetPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ CheckEmailUniquePayload.__name__,
+ CheckEmailUniquePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
@console_ns.route("/account/init")
class AccountInitApi(Resource):
- @api.expect(_init_parser())
+ @console_ns.expect(console_ns.models[AccountInitPayload.__name__])
@setup_required
@login_required
def post(self):
@@ -64,17 +244,18 @@ class AccountInitApi(Resource):
if account.status == "active":
raise AccountAlreadyInitedError()
- args = _init_parser().parse_args()
+ payload = console_ns.payload or {}
+ args = AccountInitPayload.model_validate(payload)
if dify_config.EDITION == "CLOUD":
- if not args["invitation_code"]:
+ if not args.invitation_code:
raise ValueError("invitation_code is required")
# check invitation code
invitation_code = (
db.session.query(InvitationCode)
.where(
- InvitationCode.code == args["invitation_code"],
+ InvitationCode.code == args.invitation_code,
InvitationCode.status == "unused",
)
.first()
@@ -88,8 +269,8 @@ class AccountInitApi(Resource):
invitation_code.used_by_tenant_id = account.current_tenant_id
invitation_code.used_by_account_id = account.id
- account.interface_language = args["interface_language"]
- account.timezone = args["timezone"]
+ account.interface_language = args.interface_language
+ account.timezone = args.timezone
account.interface_theme = "light"
account.status = "active"
account.initialized_at = naive_utc_now()
@@ -110,137 +291,104 @@ class AccountProfileApi(Resource):
return current_user
-parser_name = reqparse.RequestParser().add_argument("name", type=str, required=True, location="json")
-
-
@console_ns.route("/account/name")
class AccountNameApi(Resource):
- @api.expect(parser_name)
+ @console_ns.expect(console_ns.models[AccountNamePayload.__name__])
@setup_required
@login_required
@account_initialization_required
@marshal_with(account_fields)
def post(self):
current_user, _ = current_account_with_tenant()
- args = parser_name.parse_args()
-
- # Validate account name length
- if len(args["name"]) < 3 or len(args["name"]) > 30:
- raise ValueError("Account name must be between 3 and 30 characters.")
-
- updated_account = AccountService.update_account(current_user, name=args["name"])
+ payload = console_ns.payload or {}
+ args = AccountNamePayload.model_validate(payload)
+ updated_account = AccountService.update_account(current_user, name=args.name)
return updated_account
-parser_avatar = reqparse.RequestParser().add_argument("avatar", type=str, required=True, location="json")
-
-
@console_ns.route("/account/avatar")
class AccountAvatarApi(Resource):
- @api.expect(parser_avatar)
+ @console_ns.expect(console_ns.models[AccountAvatarPayload.__name__])
@setup_required
@login_required
@account_initialization_required
@marshal_with(account_fields)
def post(self):
current_user, _ = current_account_with_tenant()
- args = parser_avatar.parse_args()
+ payload = console_ns.payload or {}
+ args = AccountAvatarPayload.model_validate(payload)
- updated_account = AccountService.update_account(current_user, avatar=args["avatar"])
+ updated_account = AccountService.update_account(current_user, avatar=args.avatar)
return updated_account
-parser_interface = reqparse.RequestParser().add_argument(
- "interface_language", type=supported_language, required=True, location="json"
-)
-
-
@console_ns.route("/account/interface-language")
class AccountInterfaceLanguageApi(Resource):
- @api.expect(parser_interface)
+ @console_ns.expect(console_ns.models[AccountInterfaceLanguagePayload.__name__])
@setup_required
@login_required
@account_initialization_required
@marshal_with(account_fields)
def post(self):
current_user, _ = current_account_with_tenant()
- args = parser_interface.parse_args()
+ payload = console_ns.payload or {}
+ args = AccountInterfaceLanguagePayload.model_validate(payload)
- updated_account = AccountService.update_account(current_user, interface_language=args["interface_language"])
+ updated_account = AccountService.update_account(current_user, interface_language=args.interface_language)
return updated_account
-parser_theme = reqparse.RequestParser().add_argument(
- "interface_theme", type=str, choices=["light", "dark"], required=True, location="json"
-)
-
-
@console_ns.route("/account/interface-theme")
class AccountInterfaceThemeApi(Resource):
- @api.expect(parser_theme)
+ @console_ns.expect(console_ns.models[AccountInterfaceThemePayload.__name__])
@setup_required
@login_required
@account_initialization_required
@marshal_with(account_fields)
def post(self):
current_user, _ = current_account_with_tenant()
- args = parser_theme.parse_args()
+ payload = console_ns.payload or {}
+ args = AccountInterfaceThemePayload.model_validate(payload)
- updated_account = AccountService.update_account(current_user, interface_theme=args["interface_theme"])
+ updated_account = AccountService.update_account(current_user, interface_theme=args.interface_theme)
return updated_account
-parser_timezone = reqparse.RequestParser().add_argument("timezone", type=str, required=True, location="json")
-
-
@console_ns.route("/account/timezone")
class AccountTimezoneApi(Resource):
- @api.expect(parser_timezone)
+ @console_ns.expect(console_ns.models[AccountTimezonePayload.__name__])
@setup_required
@login_required
@account_initialization_required
@marshal_with(account_fields)
def post(self):
current_user, _ = current_account_with_tenant()
- args = parser_timezone.parse_args()
+ payload = console_ns.payload or {}
+ args = AccountTimezonePayload.model_validate(payload)
- # Validate timezone string, e.g. America/New_York, Asia/Shanghai
- if args["timezone"] not in pytz.all_timezones:
- raise ValueError("Invalid timezone string.")
-
- updated_account = AccountService.update_account(current_user, timezone=args["timezone"])
+ updated_account = AccountService.update_account(current_user, timezone=args.timezone)
return updated_account
-parser_pw = (
- reqparse.RequestParser()
- .add_argument("password", type=str, required=False, location="json")
- .add_argument("new_password", type=str, required=True, location="json")
- .add_argument("repeat_new_password", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/account/password")
class AccountPasswordApi(Resource):
- @api.expect(parser_pw)
+ @console_ns.expect(console_ns.models[AccountPasswordPayload.__name__])
@setup_required
@login_required
@account_initialization_required
@marshal_with(account_fields)
def post(self):
current_user, _ = current_account_with_tenant()
- args = parser_pw.parse_args()
-
- if args["new_password"] != args["repeat_new_password"]:
- raise RepeatPasswordNotMatchError()
+ payload = console_ns.payload or {}
+ args = AccountPasswordPayload.model_validate(payload)
try:
- AccountService.update_account_password(current_user, args["password"], args["new_password"])
+ AccountService.update_account_password(current_user, args.password, args.new_password)
except ServiceCurrentPasswordIncorrectError:
raise CurrentPasswordIncorrectError()
@@ -316,25 +464,19 @@ class AccountDeleteVerifyApi(Resource):
return {"result": "success", "data": token}
-parser_delete = (
- reqparse.RequestParser()
- .add_argument("token", type=str, required=True, location="json")
- .add_argument("code", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/account/delete")
class AccountDeleteApi(Resource):
- @api.expect(parser_delete)
+ @console_ns.expect(console_ns.models[AccountDeletePayload.__name__])
@setup_required
@login_required
@account_initialization_required
def post(self):
account, _ = current_account_with_tenant()
- args = parser_delete.parse_args()
+ payload = console_ns.payload or {}
+ args = AccountDeletePayload.model_validate(payload)
- if not AccountService.verify_account_deletion_code(args["token"], args["code"]):
+ if not AccountService.verify_account_deletion_code(args.token, args.code):
raise InvalidAccountDeletionCodeError()
AccountService.delete_account(account)
@@ -342,21 +484,15 @@ class AccountDeleteApi(Resource):
return {"result": "success"}
-parser_feedback = (
- reqparse.RequestParser()
- .add_argument("email", type=str, required=True, location="json")
- .add_argument("feedback", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/account/delete/feedback")
class AccountDeleteUpdateFeedbackApi(Resource):
- @api.expect(parser_feedback)
+ @console_ns.expect(console_ns.models[AccountDeletionFeedbackPayload.__name__])
@setup_required
def post(self):
- args = parser_feedback.parse_args()
+ payload = console_ns.payload or {}
+ args = AccountDeletionFeedbackPayload.model_validate(payload)
- BillingService.update_account_deletion_feedback(args["email"], args["feedback"])
+ BillingService.update_account_deletion_feedback(args.email, args.feedback)
return {"result": "success"}
@@ -379,14 +515,6 @@ class EducationVerifyApi(Resource):
return BillingService.EducationIdentity.verify(account.id, account.email)
-parser_edu = (
- reqparse.RequestParser()
- .add_argument("token", type=str, required=True, location="json")
- .add_argument("institution", type=str, required=True, location="json")
- .add_argument("role", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/account/education")
class EducationApi(Resource):
status_fields = {
@@ -396,7 +524,7 @@ class EducationApi(Resource):
"allow_refresh": fields.Boolean,
}
- @api.expect(parser_edu)
+ @console_ns.expect(console_ns.models[EducationActivatePayload.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -405,9 +533,10 @@ class EducationApi(Resource):
def post(self):
account, _ = current_account_with_tenant()
- args = parser_edu.parse_args()
+ payload = console_ns.payload or {}
+ args = EducationActivatePayload.model_validate(payload)
- return BillingService.EducationIdentity.activate(account, args["token"], args["institution"], args["role"])
+ return BillingService.EducationIdentity.activate(account, args.token, args.institution, args.role)
@setup_required
@login_required
@@ -425,14 +554,6 @@ class EducationApi(Resource):
return res
-parser_autocomplete = (
- reqparse.RequestParser()
- .add_argument("keywords", type=str, required=True, location="args")
- .add_argument("page", type=int, required=False, location="args", default=0)
- .add_argument("limit", type=int, required=False, location="args", default=20)
-)
-
-
@console_ns.route("/account/education/autocomplete")
class EducationAutoCompleteApi(Resource):
data_fields = {
@@ -441,7 +562,7 @@ class EducationAutoCompleteApi(Resource):
"has_next": fields.Boolean,
}
- @api.expect(parser_autocomplete)
+ @console_ns.expect(console_ns.models[EducationAutocompleteQuery.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -449,46 +570,39 @@ class EducationAutoCompleteApi(Resource):
@cloud_edition_billing_enabled
@marshal_with(data_fields)
def get(self):
- args = parser_autocomplete.parse_args()
+ payload = request.args.to_dict(flat=True) # type: ignore
+ args = EducationAutocompleteQuery.model_validate(payload)
- return BillingService.EducationIdentity.autocomplete(args["keywords"], args["page"], args["limit"])
-
-
-parser_change_email = (
- reqparse.RequestParser()
- .add_argument("email", type=email, required=True, location="json")
- .add_argument("language", type=str, required=False, location="json")
- .add_argument("phase", type=str, required=False, location="json")
- .add_argument("token", type=str, required=False, location="json")
-)
+ return BillingService.EducationIdentity.autocomplete(args.keywords, args.page, args.limit)
@console_ns.route("/account/change-email")
class ChangeEmailSendEmailApi(Resource):
- @api.expect(parser_change_email)
+ @console_ns.expect(console_ns.models[ChangeEmailSendPayload.__name__])
@enable_change_email
@setup_required
@login_required
@account_initialization_required
def post(self):
current_user, _ = current_account_with_tenant()
- args = parser_change_email.parse_args()
+ payload = console_ns.payload or {}
+ args = ChangeEmailSendPayload.model_validate(payload)
ip_address = extract_remote_ip(request)
if AccountService.is_email_send_ip_limit(ip_address):
raise EmailSendIpLimitError()
- if args["language"] is not None and args["language"] == "zh-Hans":
+ if args.language is not None and args.language == "zh-Hans":
language = "zh-Hans"
else:
language = "en-US"
account = None
- user_email = args["email"]
- if args["phase"] is not None and args["phase"] == "new_email":
- if args["token"] is None:
+ user_email = args.email
+ if args.phase is not None and args.phase == "new_email":
+ if args.token is None:
raise InvalidTokenError()
- reset_data = AccountService.get_change_email_data(args["token"])
+ reset_data = AccountService.get_change_email_data(args.token)
if reset_data is None:
raise InvalidTokenError()
user_email = reset_data.get("email", "")
@@ -497,118 +611,103 @@ class ChangeEmailSendEmailApi(Resource):
raise InvalidEmailError()
else:
with Session(db.engine) as session:
- account = session.execute(select(Account).filter_by(email=args["email"])).scalar_one_or_none()
+ account = session.execute(select(Account).filter_by(email=args.email)).scalar_one_or_none()
if account is None:
raise AccountNotFound()
token = AccountService.send_change_email_email(
- account=account, email=args["email"], old_email=user_email, language=language, phase=args["phase"]
+ account=account, email=args.email, old_email=user_email, language=language, phase=args.phase
)
return {"result": "success", "data": token}
-parser_validity = (
- reqparse.RequestParser()
- .add_argument("email", type=email, required=True, location="json")
- .add_argument("code", type=str, required=True, location="json")
- .add_argument("token", type=str, required=True, nullable=False, location="json")
-)
-
-
@console_ns.route("/account/change-email/validity")
class ChangeEmailCheckApi(Resource):
- @api.expect(parser_validity)
+ @console_ns.expect(console_ns.models[ChangeEmailValidityPayload.__name__])
@enable_change_email
@setup_required
@login_required
@account_initialization_required
def post(self):
- args = parser_validity.parse_args()
+ payload = console_ns.payload or {}
+ args = ChangeEmailValidityPayload.model_validate(payload)
- user_email = args["email"]
+ user_email = args.email
- is_change_email_error_rate_limit = AccountService.is_change_email_error_rate_limit(args["email"])
+ is_change_email_error_rate_limit = AccountService.is_change_email_error_rate_limit(args.email)
if is_change_email_error_rate_limit:
raise EmailChangeLimitError()
- token_data = AccountService.get_change_email_data(args["token"])
+ token_data = AccountService.get_change_email_data(args.token)
if token_data is None:
raise InvalidTokenError()
if user_email != token_data.get("email"):
raise InvalidEmailError()
- if args["code"] != token_data.get("code"):
- AccountService.add_change_email_error_rate_limit(args["email"])
+ if args.code != token_data.get("code"):
+ AccountService.add_change_email_error_rate_limit(args.email)
raise EmailCodeError()
# Verified, revoke the first token
- AccountService.revoke_change_email_token(args["token"])
+ AccountService.revoke_change_email_token(args.token)
# Refresh token data by generating a new token
_, new_token = AccountService.generate_change_email_token(
- user_email, code=args["code"], old_email=token_data.get("old_email"), additional_data={}
+ user_email, code=args.code, old_email=token_data.get("old_email"), additional_data={}
)
- AccountService.reset_change_email_error_rate_limit(args["email"])
+ AccountService.reset_change_email_error_rate_limit(args.email)
return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
-parser_reset = (
- reqparse.RequestParser()
- .add_argument("new_email", type=email, required=True, location="json")
- .add_argument("token", type=str, required=True, nullable=False, location="json")
-)
-
-
@console_ns.route("/account/change-email/reset")
class ChangeEmailResetApi(Resource):
- @api.expect(parser_reset)
+ @console_ns.expect(console_ns.models[ChangeEmailResetPayload.__name__])
@enable_change_email
@setup_required
@login_required
@account_initialization_required
@marshal_with(account_fields)
def post(self):
- args = parser_reset.parse_args()
+ payload = console_ns.payload or {}
+ args = ChangeEmailResetPayload.model_validate(payload)
- if AccountService.is_account_in_freeze(args["new_email"]):
+ if AccountService.is_account_in_freeze(args.new_email):
raise AccountInFreezeError()
- if not AccountService.check_email_unique(args["new_email"]):
+ if not AccountService.check_email_unique(args.new_email):
raise EmailAlreadyInUseError()
- reset_data = AccountService.get_change_email_data(args["token"])
+ reset_data = AccountService.get_change_email_data(args.token)
if not reset_data:
raise InvalidTokenError()
- AccountService.revoke_change_email_token(args["token"])
+ AccountService.revoke_change_email_token(args.token)
old_email = reset_data.get("old_email", "")
current_user, _ = current_account_with_tenant()
if current_user.email != old_email:
raise AccountNotFound()
- updated_account = AccountService.update_account_email(current_user, email=args["new_email"])
+ updated_account = AccountService.update_account_email(current_user, email=args.new_email)
AccountService.send_change_email_completed_notify_email(
- email=args["new_email"],
+ email=args.new_email,
)
return updated_account
-parser_check = reqparse.RequestParser().add_argument("email", type=email, required=True, location="json")
-
-
@console_ns.route("/account/change-email/check-email-unique")
class CheckEmailUnique(Resource):
- @api.expect(parser_check)
+ @console_ns.expect(console_ns.models[CheckEmailUniquePayload.__name__])
@setup_required
def post(self):
- args = parser_check.parse_args()
- if AccountService.is_account_in_freeze(args["email"]):
+ payload = console_ns.payload or {}
+ args = CheckEmailUniquePayload.model_validate(payload)
+ if AccountService.is_account_in_freeze(args.email):
raise AccountInFreezeError()
- if not AccountService.check_email_unique(args["email"]):
+ if not AccountService.check_email_unique(args.email):
raise EmailAlreadyInUseError()
return {"result": "success"}
diff --git a/api/controllers/console/workspace/agent_providers.py b/api/controllers/console/workspace/agent_providers.py
index 0a8f49d2e5..9527fe782e 100644
--- a/api/controllers/console/workspace/agent_providers.py
+++ b/api/controllers/console/workspace/agent_providers.py
@@ -1,6 +1,6 @@
from flask_restx import Resource, fields
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.wraps import account_initialization_required, setup_required
from core.model_runtime.utils.encoders import jsonable_encoder
from libs.login import current_account_with_tenant, login_required
@@ -9,9 +9,9 @@ from services.agent_service import AgentService
@console_ns.route("/workspaces/current/agent-providers")
class AgentProviderListApi(Resource):
- @api.doc("list_agent_providers")
- @api.doc(description="Get list of available agent providers")
- @api.response(
+ @console_ns.doc("list_agent_providers")
+ @console_ns.doc(description="Get list of available agent providers")
+ @console_ns.response(
200,
"Success",
fields.List(fields.Raw(description="Agent provider information")),
@@ -31,10 +31,10 @@ class AgentProviderListApi(Resource):
@console_ns.route("/workspaces/current/agent-provider/")
class AgentProviderApi(Resource):
- @api.doc("get_agent_provider")
- @api.doc(description="Get specific agent provider details")
- @api.doc(params={"provider_name": "Agent provider name"})
- @api.response(
+ @console_ns.doc("get_agent_provider")
+ @console_ns.doc(description="Get specific agent provider details")
+ @console_ns.doc(params={"provider_name": "Agent provider name"})
+ @console_ns.response(
200,
"Success",
fields.Raw(description="Agent provider details"),
diff --git a/api/controllers/console/workspace/endpoint.py b/api/controllers/console/workspace/endpoint.py
index d115f62d73..7216b5e0e7 100644
--- a/api/controllers/console/workspace/endpoint.py
+++ b/api/controllers/console/workspace/endpoint.py
@@ -1,8 +1,7 @@
from flask_restx import Resource, fields, reqparse
-from werkzeug.exceptions import Forbidden
-from controllers.console import api, console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
from core.model_runtime.utils.encoders import jsonable_encoder
from core.plugin.impl.exc import PluginPermissionDeniedError
from libs.login import current_account_with_tenant, login_required
@@ -11,10 +10,10 @@ from services.plugin.endpoint_service import EndpointService
@console_ns.route("/workspaces/current/endpoints/create")
class EndpointCreateApi(Resource):
- @api.doc("create_endpoint")
- @api.doc(description="Create a new plugin endpoint")
- @api.expect(
- api.model(
+ @console_ns.doc("create_endpoint")
+ @console_ns.doc(description="Create a new plugin endpoint")
+ @console_ns.expect(
+ console_ns.model(
"EndpointCreateRequest",
{
"plugin_unique_identifier": fields.String(required=True, description="Plugin unique identifier"),
@@ -23,19 +22,18 @@ class EndpointCreateApi(Resource):
},
)
)
- @api.response(
+ @console_ns.response(
200,
"Endpoint created successfully",
- api.model("EndpointCreateResponse", {"success": fields.Boolean(description="Operation success")}),
+ console_ns.model("EndpointCreateResponse", {"success": fields.Boolean(description="Operation success")}),
)
- @api.response(403, "Admin privileges required")
+ @console_ns.response(403, "Admin privileges required")
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
- if not user.is_admin_or_owner:
- raise Forbidden()
parser = (
reqparse.RequestParser()
@@ -65,17 +63,19 @@ class EndpointCreateApi(Resource):
@console_ns.route("/workspaces/current/endpoints/list")
class EndpointListApi(Resource):
- @api.doc("list_endpoints")
- @api.doc(description="List plugin endpoints with pagination")
- @api.expect(
- api.parser()
+ @console_ns.doc("list_endpoints")
+ @console_ns.doc(description="List plugin endpoints with pagination")
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("page", type=int, required=True, location="args", help="Page number")
.add_argument("page_size", type=int, required=True, location="args", help="Page size")
)
- @api.response(
+ @console_ns.response(
200,
"Success",
- api.model("EndpointListResponse", {"endpoints": fields.List(fields.Raw(description="Endpoint information"))}),
+ console_ns.model(
+ "EndpointListResponse", {"endpoints": fields.List(fields.Raw(description="Endpoint information"))}
+ ),
)
@setup_required
@login_required
@@ -107,18 +107,18 @@ class EndpointListApi(Resource):
@console_ns.route("/workspaces/current/endpoints/list/plugin")
class EndpointListForSinglePluginApi(Resource):
- @api.doc("list_plugin_endpoints")
- @api.doc(description="List endpoints for a specific plugin")
- @api.expect(
- api.parser()
+ @console_ns.doc("list_plugin_endpoints")
+ @console_ns.doc(description="List endpoints for a specific plugin")
+ @console_ns.expect(
+ console_ns.parser()
.add_argument("page", type=int, required=True, location="args", help="Page number")
.add_argument("page_size", type=int, required=True, location="args", help="Page size")
.add_argument("plugin_id", type=str, required=True, location="args", help="Plugin ID")
)
- @api.response(
+ @console_ns.response(
200,
"Success",
- api.model(
+ console_ns.model(
"PluginEndpointListResponse", {"endpoints": fields.List(fields.Raw(description="Endpoint information"))}
),
)
@@ -155,19 +155,22 @@ class EndpointListForSinglePluginApi(Resource):
@console_ns.route("/workspaces/current/endpoints/delete")
class EndpointDeleteApi(Resource):
- @api.doc("delete_endpoint")
- @api.doc(description="Delete a plugin endpoint")
- @api.expect(
- api.model("EndpointDeleteRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")})
+ @console_ns.doc("delete_endpoint")
+ @console_ns.doc(description="Delete a plugin endpoint")
+ @console_ns.expect(
+ console_ns.model(
+ "EndpointDeleteRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")}
+ )
)
- @api.response(
+ @console_ns.response(
200,
"Endpoint deleted successfully",
- api.model("EndpointDeleteResponse", {"success": fields.Boolean(description="Operation success")}),
+ console_ns.model("EndpointDeleteResponse", {"success": fields.Boolean(description="Operation success")}),
)
- @api.response(403, "Admin privileges required")
+ @console_ns.response(403, "Admin privileges required")
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
@@ -175,9 +178,6 @@ class EndpointDeleteApi(Resource):
parser = reqparse.RequestParser().add_argument("endpoint_id", type=str, required=True)
args = parser.parse_args()
- if not user.is_admin_or_owner:
- raise Forbidden()
-
endpoint_id = args["endpoint_id"]
return {
@@ -187,10 +187,10 @@ class EndpointDeleteApi(Resource):
@console_ns.route("/workspaces/current/endpoints/update")
class EndpointUpdateApi(Resource):
- @api.doc("update_endpoint")
- @api.doc(description="Update a plugin endpoint")
- @api.expect(
- api.model(
+ @console_ns.doc("update_endpoint")
+ @console_ns.doc(description="Update a plugin endpoint")
+ @console_ns.expect(
+ console_ns.model(
"EndpointUpdateRequest",
{
"endpoint_id": fields.String(required=True, description="Endpoint ID"),
@@ -199,14 +199,15 @@ class EndpointUpdateApi(Resource):
},
)
)
- @api.response(
+ @console_ns.response(
200,
"Endpoint updated successfully",
- api.model("EndpointUpdateResponse", {"success": fields.Boolean(description="Operation success")}),
+ console_ns.model("EndpointUpdateResponse", {"success": fields.Boolean(description="Operation success")}),
)
- @api.response(403, "Admin privileges required")
+ @console_ns.response(403, "Admin privileges required")
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
@@ -223,9 +224,6 @@ class EndpointUpdateApi(Resource):
settings = args["settings"]
name = args["name"]
- if not user.is_admin_or_owner:
- raise Forbidden()
-
return {
"success": EndpointService.update_endpoint(
tenant_id=tenant_id,
@@ -239,19 +237,22 @@ class EndpointUpdateApi(Resource):
@console_ns.route("/workspaces/current/endpoints/enable")
class EndpointEnableApi(Resource):
- @api.doc("enable_endpoint")
- @api.doc(description="Enable a plugin endpoint")
- @api.expect(
- api.model("EndpointEnableRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")})
+ @console_ns.doc("enable_endpoint")
+ @console_ns.doc(description="Enable a plugin endpoint")
+ @console_ns.expect(
+ console_ns.model(
+ "EndpointEnableRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")}
+ )
)
- @api.response(
+ @console_ns.response(
200,
"Endpoint enabled successfully",
- api.model("EndpointEnableResponse", {"success": fields.Boolean(description="Operation success")}),
+ console_ns.model("EndpointEnableResponse", {"success": fields.Boolean(description="Operation success")}),
)
- @api.response(403, "Admin privileges required")
+ @console_ns.response(403, "Admin privileges required")
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
@@ -261,9 +262,6 @@ class EndpointEnableApi(Resource):
endpoint_id = args["endpoint_id"]
- if not user.is_admin_or_owner:
- raise Forbidden()
-
return {
"success": EndpointService.enable_endpoint(tenant_id=tenant_id, user_id=user.id, endpoint_id=endpoint_id)
}
@@ -271,19 +269,22 @@ class EndpointEnableApi(Resource):
@console_ns.route("/workspaces/current/endpoints/disable")
class EndpointDisableApi(Resource):
- @api.doc("disable_endpoint")
- @api.doc(description="Disable a plugin endpoint")
- @api.expect(
- api.model("EndpointDisableRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")})
+ @console_ns.doc("disable_endpoint")
+ @console_ns.doc(description="Disable a plugin endpoint")
+ @console_ns.expect(
+ console_ns.model(
+ "EndpointDisableRequest", {"endpoint_id": fields.String(required=True, description="Endpoint ID")}
+ )
)
- @api.response(
+ @console_ns.response(
200,
"Endpoint disabled successfully",
- api.model("EndpointDisableResponse", {"success": fields.Boolean(description="Operation success")}),
+ console_ns.model("EndpointDisableResponse", {"success": fields.Boolean(description="Operation success")}),
)
- @api.response(403, "Admin privileges required")
+ @console_ns.response(403, "Admin privileges required")
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
@@ -293,9 +294,6 @@ class EndpointDisableApi(Resource):
endpoint_id = args["endpoint_id"]
- if not user.is_admin_or_owner:
- raise Forbidden()
-
return {
"success": EndpointService.disable_endpoint(tenant_id=tenant_id, user_id=user.id, endpoint_id=endpoint_id)
}
diff --git a/api/controllers/console/workspace/members.py b/api/controllers/console/workspace/members.py
index 3ca453f1da..f72d247398 100644
--- a/api/controllers/console/workspace/members.py
+++ b/api/controllers/console/workspace/members.py
@@ -1,11 +1,12 @@
from urllib import parse
from flask import abort, request
-from flask_restx import Resource, marshal_with, reqparse
+from flask_restx import Resource, marshal_with
+from pydantic import BaseModel, Field
import services
from configs import dify_config
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.auth.error import (
CannotTransferOwnerToSelfError,
EmailCodeError,
@@ -31,6 +32,53 @@ from services.account_service import AccountService, RegisterService, TenantServ
from services.errors.account import AccountAlreadyInTenantError
from services.feature_service import FeatureService
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class MemberInvitePayload(BaseModel):
+ emails: list[str] = Field(default_factory=list)
+ role: TenantAccountRole
+ language: str | None = None
+
+
+class MemberRoleUpdatePayload(BaseModel):
+ role: str
+
+
+class OwnerTransferEmailPayload(BaseModel):
+ language: str | None = None
+
+
+class OwnerTransferCheckPayload(BaseModel):
+ code: str
+ token: str
+
+
+class OwnerTransferPayload(BaseModel):
+ token: str
+
+
+console_ns.schema_model(
+ MemberInvitePayload.__name__,
+ MemberInvitePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ MemberRoleUpdatePayload.__name__,
+ MemberRoleUpdatePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ OwnerTransferEmailPayload.__name__,
+ OwnerTransferEmailPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ OwnerTransferCheckPayload.__name__,
+ OwnerTransferCheckPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+console_ns.schema_model(
+ OwnerTransferPayload.__name__,
+ OwnerTransferPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
@console_ns.route("/workspaces/current/members")
class MemberListApi(Resource):
@@ -48,29 +96,22 @@ class MemberListApi(Resource):
return {"result": "success", "accounts": members}, 200
-parser_invite = (
- reqparse.RequestParser()
- .add_argument("emails", type=list, required=True, location="json")
- .add_argument("role", type=str, required=True, default="admin", location="json")
- .add_argument("language", type=str, required=False, location="json")
-)
-
-
@console_ns.route("/workspaces/current/members/invite-email")
class MemberInviteEmailApi(Resource):
"""Invite a new member by email."""
- @api.expect(parser_invite)
+ @console_ns.expect(console_ns.models[MemberInvitePayload.__name__])
@setup_required
@login_required
@account_initialization_required
@cloud_edition_billing_resource_check("members")
def post(self):
- args = parser_invite.parse_args()
+ payload = console_ns.payload or {}
+ args = MemberInvitePayload.model_validate(payload)
- invitee_emails = args["emails"]
- invitee_role = args["role"]
- interface_language = args["language"]
+ invitee_emails = args.emails
+ invitee_role = args.role
+ interface_language = args.language
if not TenantAccountRole.is_non_owner_role(invitee_role):
return {"code": "invalid-role", "message": "Invalid role"}, 400
current_user, _ = current_account_with_tenant()
@@ -146,20 +187,18 @@ class MemberCancelInviteApi(Resource):
}, 200
-parser_update = reqparse.RequestParser().add_argument("role", type=str, required=True, location="json")
-
-
@console_ns.route("/workspaces/current/members//update-role")
class MemberUpdateRoleApi(Resource):
"""Update member role."""
- @api.expect(parser_update)
+ @console_ns.expect(console_ns.models[MemberRoleUpdatePayload.__name__])
@setup_required
@login_required
@account_initialization_required
def put(self, member_id):
- args = parser_update.parse_args()
- new_role = args["role"]
+ payload = console_ns.payload or {}
+ args = MemberRoleUpdatePayload.model_validate(payload)
+ new_role = args.role
if not TenantAccountRole.is_valid_role(new_role):
return {"code": "invalid-role", "message": "Invalid role"}, 400
@@ -197,20 +236,18 @@ class DatasetOperatorMemberListApi(Resource):
return {"result": "success", "accounts": members}, 200
-parser_send = reqparse.RequestParser().add_argument("language", type=str, required=False, location="json")
-
-
@console_ns.route("/workspaces/current/members/send-owner-transfer-confirm-email")
class SendOwnerTransferEmailApi(Resource):
"""Send owner transfer email."""
- @api.expect(parser_send)
+ @console_ns.expect(console_ns.models[OwnerTransferEmailPayload.__name__])
@setup_required
@login_required
@account_initialization_required
@is_allow_transfer_owner
def post(self):
- args = parser_send.parse_args()
+ payload = console_ns.payload or {}
+ args = OwnerTransferEmailPayload.model_validate(payload)
ip_address = extract_remote_ip(request)
if AccountService.is_email_send_ip_limit(ip_address):
raise EmailSendIpLimitError()
@@ -221,7 +258,7 @@ class SendOwnerTransferEmailApi(Resource):
if not TenantService.is_owner(current_user, current_user.current_tenant):
raise NotOwnerError()
- if args["language"] is not None and args["language"] == "zh-Hans":
+ if args.language is not None and args.language == "zh-Hans":
language = "zh-Hans"
else:
language = "en-US"
@@ -238,22 +275,16 @@ class SendOwnerTransferEmailApi(Resource):
return {"result": "success", "data": token}
-parser_owner = (
- reqparse.RequestParser()
- .add_argument("code", type=str, required=True, location="json")
- .add_argument("token", type=str, required=True, nullable=False, location="json")
-)
-
-
@console_ns.route("/workspaces/current/members/owner-transfer-check")
class OwnerTransferCheckApi(Resource):
- @api.expect(parser_owner)
+ @console_ns.expect(console_ns.models[OwnerTransferCheckPayload.__name__])
@setup_required
@login_required
@account_initialization_required
@is_allow_transfer_owner
def post(self):
- args = parser_owner.parse_args()
+ payload = console_ns.payload or {}
+ args = OwnerTransferCheckPayload.model_validate(payload)
# check if the current user is the owner of the workspace
current_user, _ = current_account_with_tenant()
if not current_user.current_tenant:
@@ -267,41 +298,37 @@ class OwnerTransferCheckApi(Resource):
if is_owner_transfer_error_rate_limit:
raise OwnerTransferLimitError()
- token_data = AccountService.get_owner_transfer_data(args["token"])
+ token_data = AccountService.get_owner_transfer_data(args.token)
if token_data is None:
raise InvalidTokenError()
if user_email != token_data.get("email"):
raise InvalidEmailError()
- if args["code"] != token_data.get("code"):
+ if args.code != token_data.get("code"):
AccountService.add_owner_transfer_error_rate_limit(user_email)
raise EmailCodeError()
# Verified, revoke the first token
- AccountService.revoke_owner_transfer_token(args["token"])
+ AccountService.revoke_owner_transfer_token(args.token)
# Refresh token data by generating a new token
- _, new_token = AccountService.generate_owner_transfer_token(user_email, code=args["code"], additional_data={})
+ _, new_token = AccountService.generate_owner_transfer_token(user_email, code=args.code, additional_data={})
AccountService.reset_owner_transfer_error_rate_limit(user_email)
return {"is_valid": True, "email": token_data.get("email"), "token": new_token}
-parser_owner_transfer = reqparse.RequestParser().add_argument(
- "token", type=str, required=True, nullable=False, location="json"
-)
-
-
@console_ns.route("/workspaces/current/members//owner-transfer")
class OwnerTransfer(Resource):
- @api.expect(parser_owner_transfer)
+ @console_ns.expect(console_ns.models[OwnerTransferPayload.__name__])
@setup_required
@login_required
@account_initialization_required
@is_allow_transfer_owner
def post(self, member_id):
- args = parser_owner_transfer.parse_args()
+ payload = console_ns.payload or {}
+ args = OwnerTransferPayload.model_validate(payload)
# check if the current user is the owner of the workspace
current_user, _ = current_account_with_tenant()
@@ -313,14 +340,14 @@ class OwnerTransfer(Resource):
if current_user.id == str(member_id):
raise CannotTransferOwnerToSelfError()
- transfer_token_data = AccountService.get_owner_transfer_data(args["token"])
+ transfer_token_data = AccountService.get_owner_transfer_data(args.token)
if not transfer_token_data:
raise InvalidTokenError()
if transfer_token_data.get("email") != current_user.email:
raise InvalidEmailError()
- AccountService.revoke_owner_transfer_token(args["token"])
+ AccountService.revoke_owner_transfer_token(args.token)
member = db.session.get(Account, str(member_id))
if not member:
diff --git a/api/controllers/console/workspace/model_providers.py b/api/controllers/console/workspace/model_providers.py
index 832ec8af0f..d40748d5e3 100644
--- a/api/controllers/console/workspace/model_providers.py
+++ b/api/controllers/console/workspace/model_providers.py
@@ -1,32 +1,123 @@
import io
+from typing import Any, Literal
-from flask import send_file
-from flask_restx import Resource, reqparse
-from werkzeug.exceptions import Forbidden
+from flask import request, send_file
+from flask_restx import Resource
+from pydantic import BaseModel, Field, field_validator
-from controllers.console import api, console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
from core.model_runtime.entities.model_entities import ModelType
from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.utils.encoders import jsonable_encoder
-from libs.helper import StrLen, uuid_value
+from libs.helper import uuid_value
from libs.login import current_account_with_tenant, login_required
from services.billing_service import BillingService
from services.model_provider_service import ModelProviderService
-parser_model = reqparse.RequestParser().add_argument(
- "model_type",
- type=str,
- required=False,
- nullable=True,
- choices=[mt.value for mt in ModelType],
- location="args",
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class ParserModelList(BaseModel):
+ model_type: ModelType | None = None
+
+
+class ParserCredentialId(BaseModel):
+ credential_id: str | None = None
+
+ @field_validator("credential_id")
+ @classmethod
+ def validate_optional_credential_id(cls, value: str | None) -> str | None:
+ if value is None:
+ return value
+ return uuid_value(value)
+
+
+class ParserCredentialCreate(BaseModel):
+ credentials: dict[str, Any]
+ name: str | None = Field(default=None, max_length=30)
+
+
+class ParserCredentialUpdate(BaseModel):
+ credential_id: str
+ credentials: dict[str, Any]
+ name: str | None = Field(default=None, max_length=30)
+
+ @field_validator("credential_id")
+ @classmethod
+ def validate_update_credential_id(cls, value: str) -> str:
+ return uuid_value(value)
+
+
+class ParserCredentialDelete(BaseModel):
+ credential_id: str
+
+ @field_validator("credential_id")
+ @classmethod
+ def validate_delete_credential_id(cls, value: str) -> str:
+ return uuid_value(value)
+
+
+class ParserCredentialSwitch(BaseModel):
+ credential_id: str
+
+ @field_validator("credential_id")
+ @classmethod
+ def validate_switch_credential_id(cls, value: str) -> str:
+ return uuid_value(value)
+
+
+class ParserCredentialValidate(BaseModel):
+ credentials: dict[str, Any]
+
+
+class ParserPreferredProviderType(BaseModel):
+ preferred_provider_type: Literal["system", "custom"]
+
+
+console_ns.schema_model(
+ ParserModelList.__name__, ParserModelList.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserCredentialId.__name__,
+ ParserCredentialId.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserCredentialCreate.__name__,
+ ParserCredentialCreate.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserCredentialUpdate.__name__,
+ ParserCredentialUpdate.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserCredentialDelete.__name__,
+ ParserCredentialDelete.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserCredentialSwitch.__name__,
+ ParserCredentialSwitch.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserCredentialValidate.__name__,
+ ParserCredentialValidate.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserPreferredProviderType.__name__,
+ ParserPreferredProviderType.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
)
@console_ns.route("/workspaces/current/model-providers")
class ModelProviderListApi(Resource):
- @api.expect(parser_model)
+ @console_ns.expect(console_ns.models[ParserModelList.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -34,38 +125,18 @@ class ModelProviderListApi(Resource):
_, current_tenant_id = current_account_with_tenant()
tenant_id = current_tenant_id
- args = parser_model.parse_args()
+ payload = request.args.to_dict(flat=True) # type: ignore
+ args = ParserModelList.model_validate(payload)
model_provider_service = ModelProviderService()
- provider_list = model_provider_service.get_provider_list(tenant_id=tenant_id, model_type=args.get("model_type"))
+ provider_list = model_provider_service.get_provider_list(tenant_id=tenant_id, model_type=args.model_type)
return jsonable_encoder({"data": provider_list})
-parser_cred = reqparse.RequestParser().add_argument(
- "credential_id", type=uuid_value, required=False, nullable=True, location="args"
-)
-parser_post_cred = (
- reqparse.RequestParser()
- .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
- .add_argument("name", type=StrLen(30), required=False, nullable=True, location="json")
-)
-
-parser_put_cred = (
- reqparse.RequestParser()
- .add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json")
- .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
- .add_argument("name", type=StrLen(30), required=False, nullable=True, location="json")
-)
-
-parser_delete_cred = reqparse.RequestParser().add_argument(
- "credential_id", type=uuid_value, required=True, nullable=False, location="json"
-)
-
-
@console_ns.route("/workspaces/current/model-providers//credentials")
class ModelProviderCredentialApi(Resource):
- @api.expect(parser_cred)
+ @console_ns.expect(console_ns.models[ParserCredentialId.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -73,25 +144,25 @@ class ModelProviderCredentialApi(Resource):
_, current_tenant_id = current_account_with_tenant()
tenant_id = current_tenant_id
# if credential_id is not provided, return current used credential
- args = parser_cred.parse_args()
+ payload = request.args.to_dict(flat=True) # type: ignore
+ args = ParserCredentialId.model_validate(payload)
model_provider_service = ModelProviderService()
credentials = model_provider_service.get_provider_credential(
- tenant_id=tenant_id, provider=provider, credential_id=args.get("credential_id")
+ tenant_id=tenant_id, provider=provider, credential_id=args.credential_id
)
return {"credentials": credentials}
- @api.expect(parser_post_cred)
+ @console_ns.expect(console_ns.models[ParserCredentialCreate.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider: str):
- current_user, current_tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
- args = parser_post_cred.parse_args()
+ _, current_tenant_id = current_account_with_tenant()
+ payload = console_ns.payload or {}
+ args = ParserCredentialCreate.model_validate(payload)
model_provider_service = ModelProviderService()
@@ -99,24 +170,24 @@ class ModelProviderCredentialApi(Resource):
model_provider_service.create_provider_credential(
tenant_id=current_tenant_id,
provider=provider,
- credentials=args["credentials"],
- credential_name=args["name"],
+ credentials=args.credentials,
+ credential_name=args.name,
)
except CredentialsValidateFailedError as ex:
raise ValueError(str(ex))
return {"result": "success"}, 201
- @api.expect(parser_put_cred)
+ @console_ns.expect(console_ns.models[ParserCredentialUpdate.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def put(self, provider: str):
- current_user, current_tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
+ _, current_tenant_id = current_account_with_tenant()
- args = parser_put_cred.parse_args()
+ payload = console_ns.payload or {}
+ args = ParserCredentialUpdate.model_validate(payload)
model_provider_service = ModelProviderService()
@@ -124,74 +195,64 @@ class ModelProviderCredentialApi(Resource):
model_provider_service.update_provider_credential(
tenant_id=current_tenant_id,
provider=provider,
- credentials=args["credentials"],
- credential_id=args["credential_id"],
- credential_name=args["name"],
+ credentials=args.credentials,
+ credential_id=args.credential_id,
+ credential_name=args.name,
)
except CredentialsValidateFailedError as ex:
raise ValueError(str(ex))
return {"result": "success"}
- @api.expect(parser_delete_cred)
+ @console_ns.expect(console_ns.models[ParserCredentialDelete.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def delete(self, provider: str):
- current_user, current_tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
- args = parser_delete_cred.parse_args()
+ _, current_tenant_id = current_account_with_tenant()
+ payload = console_ns.payload or {}
+ args = ParserCredentialDelete.model_validate(payload)
model_provider_service = ModelProviderService()
model_provider_service.remove_provider_credential(
- tenant_id=current_tenant_id, provider=provider, credential_id=args["credential_id"]
+ tenant_id=current_tenant_id, provider=provider, credential_id=args.credential_id
)
return {"result": "success"}, 204
-parser_switch = reqparse.RequestParser().add_argument(
- "credential_id", type=str, required=True, nullable=False, location="json"
-)
-
-
@console_ns.route("/workspaces/current/model-providers//credentials/switch")
class ModelProviderCredentialSwitchApi(Resource):
- @api.expect(parser_switch)
+ @console_ns.expect(console_ns.models[ParserCredentialSwitch.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider: str):
- current_user, current_tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
- args = parser_switch.parse_args()
+ _, current_tenant_id = current_account_with_tenant()
+ payload = console_ns.payload or {}
+ args = ParserCredentialSwitch.model_validate(payload)
service = ModelProviderService()
service.switch_active_provider_credential(
tenant_id=current_tenant_id,
provider=provider,
- credential_id=args["credential_id"],
+ credential_id=args.credential_id,
)
return {"result": "success"}
-parser_validate = reqparse.RequestParser().add_argument(
- "credentials", type=dict, required=True, nullable=False, location="json"
-)
-
-
@console_ns.route("/workspaces/current/model-providers//credentials/validate")
class ModelProviderValidateApi(Resource):
- @api.expect(parser_validate)
+ @console_ns.expect(console_ns.models[ParserCredentialValidate.__name__])
@setup_required
@login_required
@account_initialization_required
def post(self, provider: str):
_, current_tenant_id = current_account_with_tenant()
- args = parser_validate.parse_args()
+ payload = console_ns.payload or {}
+ args = ParserCredentialValidate.model_validate(payload)
tenant_id = current_tenant_id
@@ -202,7 +263,7 @@ class ModelProviderValidateApi(Resource):
try:
model_provider_service.validate_provider_credentials(
- tenant_id=tenant_id, provider=provider, credentials=args["credentials"]
+ tenant_id=tenant_id, provider=provider, credentials=args.credentials
)
except CredentialsValidateFailedError as ex:
result = False
@@ -235,34 +296,24 @@ class ModelProviderIconApi(Resource):
return send_file(io.BytesIO(icon), mimetype=mimetype)
-parser_preferred = reqparse.RequestParser().add_argument(
- "preferred_provider_type",
- type=str,
- required=True,
- nullable=False,
- choices=["system", "custom"],
- location="json",
-)
-
-
@console_ns.route("/workspaces/current/model-providers//preferred-provider-type")
class PreferredProviderTypeUpdateApi(Resource):
- @api.expect(parser_preferred)
+ @console_ns.expect(console_ns.models[ParserPreferredProviderType.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider: str):
- current_user, current_tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
+ _, current_tenant_id = current_account_with_tenant()
tenant_id = current_tenant_id
- args = parser_preferred.parse_args()
+ payload = console_ns.payload or {}
+ args = ParserPreferredProviderType.model_validate(payload)
model_provider_service = ModelProviderService()
model_provider_service.switch_preferred_provider(
- tenant_id=tenant_id, provider=provider, preferred_provider_type=args["preferred_provider_type"]
+ tenant_id=tenant_id, provider=provider, preferred_provider_type=args.preferred_provider_type
)
return {"result": "success"}
diff --git a/api/controllers/console/workspace/models.py b/api/controllers/console/workspace/models.py
index d6aad129a6..c820a8d1f2 100644
--- a/api/controllers/console/workspace/models.py
+++ b/api/controllers/console/workspace/models.py
@@ -1,122 +1,204 @@
import logging
+from typing import Any, cast
-from flask_restx import Resource, reqparse
-from werkzeug.exceptions import Forbidden
+from flask import request
+from flask_restx import Resource
+from pydantic import BaseModel, Field, field_validator
-from controllers.console import api, console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console import console_ns
+from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
from core.model_runtime.entities.model_entities import ModelType
from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.utils.encoders import jsonable_encoder
-from libs.helper import StrLen, uuid_value
+from libs.helper import uuid_value
from libs.login import current_account_with_tenant, login_required
from services.model_load_balancing_service import ModelLoadBalancingService
from services.model_provider_service import ModelProviderService
logger = logging.getLogger(__name__)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
-parser_get_default = reqparse.RequestParser().add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="args",
+class ParserGetDefault(BaseModel):
+ model_type: ModelType
+
+
+class ParserPostDefault(BaseModel):
+ class Inner(BaseModel):
+ model_type: ModelType
+ model: str | None = None
+ provider: str | None = None
+
+ model_settings: list[Inner]
+
+
+console_ns.schema_model(
+ ParserGetDefault.__name__, ParserGetDefault.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
)
-parser_post_default = reqparse.RequestParser().add_argument(
- "model_settings", type=list, required=True, nullable=False, location="json"
+
+console_ns.schema_model(
+ ParserPostDefault.__name__, ParserPostDefault.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+
+class ParserDeleteModels(BaseModel):
+ model: str
+ model_type: ModelType
+
+
+console_ns.schema_model(
+ ParserDeleteModels.__name__, ParserDeleteModels.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+
+class LoadBalancingPayload(BaseModel):
+ configs: list[dict[str, Any]] | None = None
+ enabled: bool | None = None
+
+
+class ParserPostModels(BaseModel):
+ model: str
+ model_type: ModelType
+ load_balancing: LoadBalancingPayload | None = None
+ config_from: str | None = None
+ credential_id: str | None = None
+
+ @field_validator("credential_id")
+ @classmethod
+ def validate_credential_id(cls, value: str | None) -> str | None:
+ if value is None:
+ return value
+ return uuid_value(value)
+
+
+class ParserGetCredentials(BaseModel):
+ model: str
+ model_type: ModelType
+ config_from: str | None = None
+ credential_id: str | None = None
+
+ @field_validator("credential_id")
+ @classmethod
+ def validate_get_credential_id(cls, value: str | None) -> str | None:
+ if value is None:
+ return value
+ return uuid_value(value)
+
+
+class ParserCredentialBase(BaseModel):
+ model: str
+ model_type: ModelType
+
+
+class ParserCreateCredential(ParserCredentialBase):
+ name: str | None = Field(default=None, max_length=30)
+ credentials: dict[str, Any]
+
+
+class ParserUpdateCredential(ParserCredentialBase):
+ credential_id: str
+ credentials: dict[str, Any]
+ name: str | None = Field(default=None, max_length=30)
+
+ @field_validator("credential_id")
+ @classmethod
+ def validate_update_credential_id(cls, value: str) -> str:
+ return uuid_value(value)
+
+
+class ParserDeleteCredential(ParserCredentialBase):
+ credential_id: str
+
+ @field_validator("credential_id")
+ @classmethod
+ def validate_delete_credential_id(cls, value: str) -> str:
+ return uuid_value(value)
+
+
+class ParserParameter(BaseModel):
+ model: str
+
+
+console_ns.schema_model(
+ ParserPostModels.__name__, ParserPostModels.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserGetCredentials.__name__,
+ ParserGetCredentials.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserCreateCredential.__name__,
+ ParserCreateCredential.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserUpdateCredential.__name__,
+ ParserUpdateCredential.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserDeleteCredential.__name__,
+ ParserDeleteCredential.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserParameter.__name__, ParserParameter.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
)
@console_ns.route("/workspaces/current/default-model")
class DefaultModelApi(Resource):
- @api.expect(parser_get_default)
+ @console_ns.expect(console_ns.models[ParserGetDefault.__name__])
@setup_required
@login_required
@account_initialization_required
def get(self):
_, tenant_id = current_account_with_tenant()
- args = parser_get_default.parse_args()
+ args = ParserGetDefault.model_validate(request.args.to_dict(flat=True)) # type: ignore
model_provider_service = ModelProviderService()
default_model_entity = model_provider_service.get_default_model_of_model_type(
- tenant_id=tenant_id, model_type=args["model_type"]
+ tenant_id=tenant_id, model_type=args.model_type
)
return jsonable_encoder({"data": default_model_entity})
- @api.expect(parser_post_default)
+ @console_ns.expect(console_ns.models[ParserPostDefault.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
- current_user, tenant_id = current_account_with_tenant()
+ _, tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
- args = parser_post_default.parse_args()
+ args = ParserPostDefault.model_validate(console_ns.payload)
model_provider_service = ModelProviderService()
- model_settings = args["model_settings"]
+ model_settings = args.model_settings
for model_setting in model_settings:
- if "model_type" not in model_setting or model_setting["model_type"] not in [mt.value for mt in ModelType]:
- raise ValueError("invalid model type")
-
- if "provider" not in model_setting:
+ if model_setting.provider is None:
continue
- if "model" not in model_setting:
- raise ValueError("invalid model")
-
try:
model_provider_service.update_default_model_of_model_type(
tenant_id=tenant_id,
- model_type=model_setting["model_type"],
- provider=model_setting["provider"],
- model=model_setting["model"],
+ model_type=model_setting.model_type,
+ provider=model_setting.provider,
+ model=cast(str, model_setting.model),
)
except Exception as ex:
logger.exception(
"Failed to update default model, model type: %s, model: %s",
- model_setting["model_type"],
- model_setting.get("model"),
+ model_setting.model_type,
+ model_setting.model,
)
raise ex
return {"result": "success"}
-parser_post_models = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="json")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="json",
- )
- .add_argument("load_balancing", type=dict, required=False, nullable=True, location="json")
- .add_argument("config_from", type=str, required=False, nullable=True, location="json")
- .add_argument("credential_id", type=uuid_value, required=False, nullable=True, location="json")
-)
-parser_delete_models = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="json")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="json",
- )
-)
-
-
@console_ns.route("/workspaces/current/model-providers//models")
class ModelProviderModelApi(Resource):
@setup_required
@@ -130,171 +212,107 @@ class ModelProviderModelApi(Resource):
return jsonable_encoder({"data": models})
- @api.expect(parser_post_models)
+ @console_ns.expect(console_ns.models[ParserPostModels.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider: str):
# To save the model's load balance configs
- current_user, tenant_id = current_account_with_tenant()
+ _, tenant_id = current_account_with_tenant()
+ args = ParserPostModels.model_validate(console_ns.payload)
- if not current_user.is_admin_or_owner:
- raise Forbidden()
- args = parser_post_models.parse_args()
-
- if args.get("config_from", "") == "custom-model":
- if not args.get("credential_id"):
+ if args.config_from == "custom-model":
+ if not args.credential_id:
raise ValueError("credential_id is required when configuring a custom-model")
service = ModelProviderService()
service.switch_active_custom_model_credential(
tenant_id=tenant_id,
provider=provider,
- model_type=args["model_type"],
- model=args["model"],
- credential_id=args["credential_id"],
+ model_type=args.model_type,
+ model=args.model,
+ credential_id=args.credential_id,
)
model_load_balancing_service = ModelLoadBalancingService()
- if "load_balancing" in args and args["load_balancing"] and "configs" in args["load_balancing"]:
+ if args.load_balancing and args.load_balancing.configs:
# save load balancing configs
model_load_balancing_service.update_load_balancing_configs(
tenant_id=tenant_id,
provider=provider,
- model=args["model"],
- model_type=args["model_type"],
- configs=args["load_balancing"]["configs"],
- config_from=args.get("config_from", ""),
+ model=args.model,
+ model_type=args.model_type,
+ configs=args.load_balancing.configs,
+ config_from=args.config_from or "",
)
- if args.get("load_balancing", {}).get("enabled"):
+ if args.load_balancing.enabled:
model_load_balancing_service.enable_model_load_balancing(
- tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+ tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
)
else:
model_load_balancing_service.disable_model_load_balancing(
- tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+ tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
)
return {"result": "success"}, 200
- @api.expect(parser_delete_models)
+ @console_ns.expect(console_ns.models[ParserDeleteModels.__name__], validate=True)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def delete(self, provider: str):
- current_user, tenant_id = current_account_with_tenant()
+ _, tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
- args = parser_delete_models.parse_args()
+ args = ParserDeleteModels.model_validate(console_ns.payload)
model_provider_service = ModelProviderService()
model_provider_service.remove_model(
- tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+ tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
)
return {"result": "success"}, 204
-parser_get_credentials = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="args")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="args",
- )
- .add_argument("config_from", type=str, required=False, nullable=True, location="args")
- .add_argument("credential_id", type=uuid_value, required=False, nullable=True, location="args")
-)
-
-
-parser_post_cred = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="json")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="json",
- )
- .add_argument("name", type=StrLen(30), required=False, nullable=True, location="json")
- .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-)
-parser_put_cred = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="json")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="json",
- )
- .add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json")
- .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
- .add_argument("name", type=StrLen(30), required=False, nullable=True, location="json")
-)
-parser_delete_cred = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="json")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="json",
- )
- .add_argument("credential_id", type=uuid_value, required=True, nullable=False, location="json")
-)
-
-
@console_ns.route("/workspaces/current/model-providers//models/credentials")
class ModelProviderModelCredentialApi(Resource):
- @api.expect(parser_get_credentials)
+ @console_ns.expect(console_ns.models[ParserGetCredentials.__name__])
@setup_required
@login_required
@account_initialization_required
def get(self, provider: str):
_, tenant_id = current_account_with_tenant()
- args = parser_get_credentials.parse_args()
+ args = ParserGetCredentials.model_validate(request.args.to_dict(flat=True)) # type: ignore
model_provider_service = ModelProviderService()
current_credential = model_provider_service.get_model_credential(
tenant_id=tenant_id,
provider=provider,
- model_type=args["model_type"],
- model=args["model"],
- credential_id=args.get("credential_id"),
+ model_type=args.model_type,
+ model=args.model,
+ credential_id=args.credential_id,
)
model_load_balancing_service = ModelLoadBalancingService()
is_load_balancing_enabled, load_balancing_configs = model_load_balancing_service.get_load_balancing_configs(
tenant_id=tenant_id,
provider=provider,
- model=args["model"],
- model_type=args["model_type"],
- config_from=args.get("config_from", ""),
+ model=args.model,
+ model_type=args.model_type,
+ config_from=args.config_from or "",
)
- if args.get("config_from", "") == "predefined-model":
+ if args.config_from == "predefined-model":
available_credentials = model_provider_service.provider_manager.get_provider_available_credentials(
tenant_id=tenant_id, provider_name=provider
)
else:
- model_type = ModelType.value_of(args["model_type"]).to_origin_model_type()
+ model_type = args.model_type
available_credentials = model_provider_service.provider_manager.get_provider_model_available_credentials(
- tenant_id=tenant_id, provider_name=provider, model_type=model_type, model_name=args["model"]
+ tenant_id=tenant_id, provider_name=provider, model_type=model_type, model_name=args.model
)
return jsonable_encoder(
@@ -311,17 +329,15 @@ class ModelProviderModelCredentialApi(Resource):
}
)
- @api.expect(parser_post_cred)
+ @console_ns.expect(console_ns.models[ParserCreateCredential.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider: str):
- current_user, tenant_id = current_account_with_tenant()
+ _, tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
- args = parser_post_cred.parse_args()
+ args = ParserCreateCredential.model_validate(console_ns.payload)
model_provider_service = ModelProviderService()
@@ -329,33 +345,30 @@ class ModelProviderModelCredentialApi(Resource):
model_provider_service.create_model_credential(
tenant_id=tenant_id,
provider=provider,
- model=args["model"],
- model_type=args["model_type"],
- credentials=args["credentials"],
- credential_name=args["name"],
+ model=args.model,
+ model_type=args.model_type,
+ credentials=args.credentials,
+ credential_name=args.name,
)
except CredentialsValidateFailedError as ex:
logger.exception(
"Failed to save model credentials, tenant_id: %s, model: %s, model_type: %s",
tenant_id,
- args.get("model"),
- args.get("model_type"),
+ args.model,
+ args.model_type,
)
raise ValueError(str(ex))
return {"result": "success"}, 201
- @api.expect(parser_put_cred)
+ @console_ns.expect(console_ns.models[ParserUpdateCredential.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def put(self, provider: str):
- current_user, current_tenant_id = current_account_with_tenant()
-
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
- args = parser_put_cred.parse_args()
+ _, current_tenant_id = current_account_with_tenant()
+ args = ParserUpdateCredential.model_validate(console_ns.payload)
model_provider_service = ModelProviderService()
@@ -363,109 +376,87 @@ class ModelProviderModelCredentialApi(Resource):
model_provider_service.update_model_credential(
tenant_id=current_tenant_id,
provider=provider,
- model_type=args["model_type"],
- model=args["model"],
- credentials=args["credentials"],
- credential_id=args["credential_id"],
- credential_name=args["name"],
+ model_type=args.model_type,
+ model=args.model,
+ credentials=args.credentials,
+ credential_id=args.credential_id,
+ credential_name=args.name,
)
except CredentialsValidateFailedError as ex:
raise ValueError(str(ex))
return {"result": "success"}
- @api.expect(parser_delete_cred)
+ @console_ns.expect(console_ns.models[ParserDeleteCredential.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def delete(self, provider: str):
- current_user, current_tenant_id = current_account_with_tenant()
-
- if not current_user.is_admin_or_owner:
- raise Forbidden()
- args = parser_delete_cred.parse_args()
+ _, current_tenant_id = current_account_with_tenant()
+ args = ParserDeleteCredential.model_validate(console_ns.payload)
model_provider_service = ModelProviderService()
model_provider_service.remove_model_credential(
tenant_id=current_tenant_id,
provider=provider,
- model_type=args["model_type"],
- model=args["model"],
- credential_id=args["credential_id"],
+ model_type=args.model_type,
+ model=args.model,
+ credential_id=args.credential_id,
)
return {"result": "success"}, 204
-parser_switch = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="json")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="json",
- )
- .add_argument("credential_id", type=str, required=True, nullable=False, location="json")
+class ParserSwitch(BaseModel):
+ model: str
+ model_type: ModelType
+ credential_id: str
+
+
+console_ns.schema_model(
+ ParserSwitch.__name__, ParserSwitch.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
)
@console_ns.route("/workspaces/current/model-providers//models/credentials/switch")
class ModelProviderModelCredentialSwitchApi(Resource):
- @api.expect(parser_switch)
+ @console_ns.expect(console_ns.models[ParserSwitch.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider: str):
- current_user, current_tenant_id = current_account_with_tenant()
-
- if not current_user.is_admin_or_owner:
- raise Forbidden()
- args = parser_switch.parse_args()
+ _, current_tenant_id = current_account_with_tenant()
+ args = ParserSwitch.model_validate(console_ns.payload)
service = ModelProviderService()
service.add_model_credential_to_model_list(
tenant_id=current_tenant_id,
provider=provider,
- model_type=args["model_type"],
- model=args["model"],
- credential_id=args["credential_id"],
+ model_type=args.model_type,
+ model=args.model,
+ credential_id=args.credential_id,
)
return {"result": "success"}
-parser_model_enable_disable = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="json")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="json",
- )
-)
-
-
@console_ns.route(
"/workspaces/current/model-providers//models/enable", endpoint="model-provider-model-enable"
)
class ModelProviderModelEnableApi(Resource):
- @api.expect(parser_model_enable_disable)
+ @console_ns.expect(console_ns.models[ParserDeleteModels.__name__])
@setup_required
@login_required
@account_initialization_required
def patch(self, provider: str):
_, tenant_id = current_account_with_tenant()
- args = parser_model_enable_disable.parse_args()
+ args = ParserDeleteModels.model_validate(console_ns.payload)
model_provider_service = ModelProviderService()
model_provider_service.enable_model(
- tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+ tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
)
return {"result": "success"}
@@ -475,48 +466,43 @@ class ModelProviderModelEnableApi(Resource):
"/workspaces/current/model-providers//models/disable", endpoint="model-provider-model-disable"
)
class ModelProviderModelDisableApi(Resource):
- @api.expect(parser_model_enable_disable)
+ @console_ns.expect(console_ns.models[ParserDeleteModels.__name__])
@setup_required
@login_required
@account_initialization_required
def patch(self, provider: str):
_, tenant_id = current_account_with_tenant()
- args = parser_model_enable_disable.parse_args()
+ args = ParserDeleteModels.model_validate(console_ns.payload)
model_provider_service = ModelProviderService()
model_provider_service.disable_model(
- tenant_id=tenant_id, provider=provider, model=args["model"], model_type=args["model_type"]
+ tenant_id=tenant_id, provider=provider, model=args.model, model_type=args.model_type
)
return {"result": "success"}
-parser_validate = (
- reqparse.RequestParser()
- .add_argument("model", type=str, required=True, nullable=False, location="json")
- .add_argument(
- "model_type",
- type=str,
- required=True,
- nullable=False,
- choices=[mt.value for mt in ModelType],
- location="json",
- )
- .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
+class ParserValidate(BaseModel):
+ model: str
+ model_type: ModelType
+ credentials: dict
+
+
+console_ns.schema_model(
+ ParserValidate.__name__, ParserValidate.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
)
@console_ns.route("/workspaces/current/model-providers//models/credentials/validate")
class ModelProviderModelValidateApi(Resource):
- @api.expect(parser_validate)
+ @console_ns.expect(console_ns.models[ParserValidate.__name__])
@setup_required
@login_required
@account_initialization_required
def post(self, provider: str):
_, tenant_id = current_account_with_tenant()
-
- args = parser_validate.parse_args()
+ args = ParserValidate.model_validate(console_ns.payload)
model_provider_service = ModelProviderService()
@@ -527,9 +513,9 @@ class ModelProviderModelValidateApi(Resource):
model_provider_service.validate_model_credentials(
tenant_id=tenant_id,
provider=provider,
- model=args["model"],
- model_type=args["model_type"],
- credentials=args["credentials"],
+ model=args.model,
+ model_type=args.model_type,
+ credentials=args.credentials,
)
except CredentialsValidateFailedError as ex:
result = False
@@ -543,24 +529,19 @@ class ModelProviderModelValidateApi(Resource):
return response
-parser_parameter = reqparse.RequestParser().add_argument(
- "model", type=str, required=True, nullable=False, location="args"
-)
-
-
@console_ns.route("/workspaces/current/model-providers//models/parameter-rules")
class ModelProviderModelParameterRuleApi(Resource):
- @api.expect(parser_parameter)
+ @console_ns.expect(console_ns.models[ParserParameter.__name__])
@setup_required
@login_required
@account_initialization_required
def get(self, provider: str):
- args = parser_parameter.parse_args()
+ args = ParserParameter.model_validate(request.args.to_dict(flat=True)) # type: ignore
_, tenant_id = current_account_with_tenant()
model_provider_service = ModelProviderService()
parameter_rules = model_provider_service.get_model_parameter_rules(
- tenant_id=tenant_id, provider=provider, model=args["model"]
+ tenant_id=tenant_id, provider=provider, model=args.model
)
return jsonable_encoder({"data": parameter_rules})
diff --git a/api/controllers/console/workspace/plugin.py b/api/controllers/console/workspace/plugin.py
index bb8c02b99a..7e08ea55f9 100644
--- a/api/controllers/console/workspace/plugin.py
+++ b/api/controllers/console/workspace/plugin.py
@@ -1,13 +1,15 @@
import io
+from typing import Literal
from flask import request, send_file
-from flask_restx import Resource, reqparse
+from flask_restx import Resource
+from pydantic import BaseModel, Field
from werkzeug.exceptions import Forbidden
from configs import dify_config
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.workspace import plugin_permission_required
-from controllers.console.wraps import account_initialization_required, setup_required
+from controllers.console.wraps import account_initialization_required, is_admin_or_owner_required, setup_required
from core.model_runtime.utils.encoders import jsonable_encoder
from core.plugin.impl.exc import PluginDaemonClientSideError
from libs.login import current_account_with_tenant, login_required
@@ -17,6 +19,8 @@ from services.plugin.plugin_parameter_service import PluginParameterService
from services.plugin.plugin_permission_service import PluginPermissionService
from services.plugin.plugin_service import PluginService
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
@console_ns.route("/workspaces/current/plugin/debugging-key")
class PluginDebuggingKeyApi(Resource):
@@ -37,88 +41,251 @@ class PluginDebuggingKeyApi(Resource):
raise ValueError(e)
-parser_list = (
- reqparse.RequestParser()
- .add_argument("page", type=int, required=False, location="args", default=1)
- .add_argument("page_size", type=int, required=False, location="args", default=256)
+class ParserList(BaseModel):
+ page: int = Field(default=1)
+ page_size: int = Field(default=256)
+
+
+console_ns.schema_model(
+ ParserList.__name__, ParserList.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
)
@console_ns.route("/workspaces/current/plugin/list")
class PluginListApi(Resource):
- @api.expect(parser_list)
+ @console_ns.expect(console_ns.models[ParserList.__name__])
@setup_required
@login_required
@account_initialization_required
def get(self):
_, tenant_id = current_account_with_tenant()
- args = parser_list.parse_args()
+ args = ParserList.model_validate(request.args.to_dict(flat=True)) # type: ignore
try:
- plugins_with_total = PluginService.list_with_total(tenant_id, args["page"], args["page_size"])
+ plugins_with_total = PluginService.list_with_total(tenant_id, args.page, args.page_size)
except PluginDaemonClientSideError as e:
raise ValueError(e)
return jsonable_encoder({"plugins": plugins_with_total.list, "total": plugins_with_total.total})
-parser_latest = reqparse.RequestParser().add_argument("plugin_ids", type=list, required=True, location="json")
+class ParserLatest(BaseModel):
+ plugin_ids: list[str]
+
+
+console_ns.schema_model(
+ ParserLatest.__name__, ParserLatest.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+
+class ParserIcon(BaseModel):
+ tenant_id: str
+ filename: str
+
+
+class ParserAsset(BaseModel):
+ plugin_unique_identifier: str
+ file_name: str
+
+
+class ParserGithubUpload(BaseModel):
+ repo: str
+ version: str
+ package: str
+
+
+class ParserPluginIdentifiers(BaseModel):
+ plugin_unique_identifiers: list[str]
+
+
+class ParserGithubInstall(BaseModel):
+ plugin_unique_identifier: str
+ repo: str
+ version: str
+ package: str
+
+
+class ParserPluginIdentifierQuery(BaseModel):
+ plugin_unique_identifier: str
+
+
+class ParserTasks(BaseModel):
+ page: int
+ page_size: int
+
+
+class ParserMarketplaceUpgrade(BaseModel):
+ original_plugin_unique_identifier: str
+ new_plugin_unique_identifier: str
+
+
+class ParserGithubUpgrade(BaseModel):
+ original_plugin_unique_identifier: str
+ new_plugin_unique_identifier: str
+ repo: str
+ version: str
+ package: str
+
+
+class ParserUninstall(BaseModel):
+ plugin_installation_id: str
+
+
+class ParserPermissionChange(BaseModel):
+ install_permission: TenantPluginPermission.InstallPermission
+ debug_permission: TenantPluginPermission.DebugPermission
+
+
+class ParserDynamicOptions(BaseModel):
+ plugin_id: str
+ provider: str
+ action: str
+ parameter: str
+ credential_id: str | None = None
+ provider_type: Literal["tool", "trigger"]
+
+
+class PluginPermissionSettingsPayload(BaseModel):
+ install_permission: TenantPluginPermission.InstallPermission = TenantPluginPermission.InstallPermission.EVERYONE
+ debug_permission: TenantPluginPermission.DebugPermission = TenantPluginPermission.DebugPermission.EVERYONE
+
+
+class PluginAutoUpgradeSettingsPayload(BaseModel):
+ strategy_setting: TenantPluginAutoUpgradeStrategy.StrategySetting = (
+ TenantPluginAutoUpgradeStrategy.StrategySetting.FIX_ONLY
+ )
+ upgrade_time_of_day: int = 0
+ upgrade_mode: TenantPluginAutoUpgradeStrategy.UpgradeMode = TenantPluginAutoUpgradeStrategy.UpgradeMode.EXCLUDE
+ exclude_plugins: list[str] = Field(default_factory=list)
+ include_plugins: list[str] = Field(default_factory=list)
+
+
+class ParserPreferencesChange(BaseModel):
+ permission: PluginPermissionSettingsPayload
+ auto_upgrade: PluginAutoUpgradeSettingsPayload
+
+
+class ParserExcludePlugin(BaseModel):
+ plugin_id: str
+
+
+class ParserReadme(BaseModel):
+ plugin_unique_identifier: str
+ language: str = Field(default="en-US")
+
+
+console_ns.schema_model(
+ ParserIcon.__name__, ParserIcon.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserAsset.__name__, ParserAsset.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserGithubUpload.__name__, ParserGithubUpload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserPluginIdentifiers.__name__,
+ ParserPluginIdentifiers.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserGithubInstall.__name__, ParserGithubInstall.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserPluginIdentifierQuery.__name__,
+ ParserPluginIdentifierQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserTasks.__name__, ParserTasks.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserMarketplaceUpgrade.__name__,
+ ParserMarketplaceUpgrade.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserGithubUpgrade.__name__, ParserGithubUpgrade.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserUninstall.__name__, ParserUninstall.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ ParserPermissionChange.__name__,
+ ParserPermissionChange.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserDynamicOptions.__name__,
+ ParserDynamicOptions.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserPreferencesChange.__name__,
+ ParserPreferencesChange.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserExcludePlugin.__name__,
+ ParserExcludePlugin.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ ParserReadme.__name__, ParserReadme.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
@console_ns.route("/workspaces/current/plugin/list/latest-versions")
class PluginListLatestVersionsApi(Resource):
- @api.expect(parser_latest)
+ @console_ns.expect(console_ns.models[ParserLatest.__name__])
@setup_required
@login_required
@account_initialization_required
def post(self):
- args = parser_latest.parse_args()
+ args = ParserLatest.model_validate(console_ns.payload)
try:
- versions = PluginService.list_latest_versions(args["plugin_ids"])
+ versions = PluginService.list_latest_versions(args.plugin_ids)
except PluginDaemonClientSideError as e:
raise ValueError(e)
return jsonable_encoder({"versions": versions})
-parser_ids = reqparse.RequestParser().add_argument("plugin_ids", type=list, required=True, location="json")
-
-
@console_ns.route("/workspaces/current/plugin/list/installations/ids")
class PluginListInstallationsFromIdsApi(Resource):
- @api.expect(parser_ids)
+ @console_ns.expect(console_ns.models[ParserLatest.__name__])
@setup_required
@login_required
@account_initialization_required
def post(self):
_, tenant_id = current_account_with_tenant()
- args = parser_ids.parse_args()
+ args = ParserLatest.model_validate(console_ns.payload)
try:
- plugins = PluginService.list_installations_from_ids(tenant_id, args["plugin_ids"])
+ plugins = PluginService.list_installations_from_ids(tenant_id, args.plugin_ids)
except PluginDaemonClientSideError as e:
raise ValueError(e)
return jsonable_encoder({"plugins": plugins})
-parser_icon = (
- reqparse.RequestParser()
- .add_argument("tenant_id", type=str, required=True, location="args")
- .add_argument("filename", type=str, required=True, location="args")
-)
-
-
@console_ns.route("/workspaces/current/plugin/icon")
class PluginIconApi(Resource):
- @api.expect(parser_icon)
+ @console_ns.expect(console_ns.models[ParserIcon.__name__])
@setup_required
def get(self):
- args = parser_icon.parse_args()
+ args = ParserIcon.model_validate(request.args.to_dict(flat=True)) # type: ignore
try:
- icon_bytes, mimetype = PluginService.get_asset(args["tenant_id"], args["filename"])
+ icon_bytes, mimetype = PluginService.get_asset(args.tenant_id, args.filename)
except PluginDaemonClientSideError as e:
raise ValueError(e)
@@ -128,18 +295,16 @@ class PluginIconApi(Resource):
@console_ns.route("/workspaces/current/plugin/asset")
class PluginAssetApi(Resource):
+ @console_ns.expect(console_ns.models[ParserAsset.__name__])
@setup_required
@login_required
@account_initialization_required
def get(self):
- req = reqparse.RequestParser()
- req.add_argument("plugin_unique_identifier", type=str, required=True, location="args")
- req.add_argument("file_name", type=str, required=True, location="args")
- args = req.parse_args()
+ args = ParserAsset.model_validate(request.args.to_dict(flat=True)) # type: ignore
_, tenant_id = current_account_with_tenant()
try:
- binary = PluginService.extract_asset(tenant_id, args["plugin_unique_identifier"], args["file_name"])
+ binary = PluginService.extract_asset(tenant_id, args.plugin_unique_identifier, args.file_name)
return send_file(io.BytesIO(binary), mimetype="application/octet-stream")
except PluginDaemonClientSideError as e:
raise ValueError(e)
@@ -169,17 +334,9 @@ class PluginUploadFromPkgApi(Resource):
return jsonable_encoder(response)
-parser_github = (
- reqparse.RequestParser()
- .add_argument("repo", type=str, required=True, location="json")
- .add_argument("version", type=str, required=True, location="json")
- .add_argument("package", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/workspaces/current/plugin/upload/github")
class PluginUploadFromGithubApi(Resource):
- @api.expect(parser_github)
+ @console_ns.expect(console_ns.models[ParserGithubUpload.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -187,10 +344,10 @@ class PluginUploadFromGithubApi(Resource):
def post(self):
_, tenant_id = current_account_with_tenant()
- args = parser_github.parse_args()
+ args = ParserGithubUpload.model_validate(console_ns.payload)
try:
- response = PluginService.upload_pkg_from_github(tenant_id, args["repo"], args["version"], args["package"])
+ response = PluginService.upload_pkg_from_github(tenant_id, args.repo, args.version, args.package)
except PluginDaemonClientSideError as e:
raise ValueError(e)
@@ -221,47 +378,28 @@ class PluginUploadFromBundleApi(Resource):
return jsonable_encoder(response)
-parser_pkg = reqparse.RequestParser().add_argument(
- "plugin_unique_identifiers", type=list, required=True, location="json"
-)
-
-
@console_ns.route("/workspaces/current/plugin/install/pkg")
class PluginInstallFromPkgApi(Resource):
- @api.expect(parser_pkg)
+ @console_ns.expect(console_ns.models[ParserPluginIdentifiers.__name__])
@setup_required
@login_required
@account_initialization_required
@plugin_permission_required(install_required=True)
def post(self):
_, tenant_id = current_account_with_tenant()
- args = parser_pkg.parse_args()
-
- # check if all plugin_unique_identifiers are valid string
- for plugin_unique_identifier in args["plugin_unique_identifiers"]:
- if not isinstance(plugin_unique_identifier, str):
- raise ValueError("Invalid plugin unique identifier")
+ args = ParserPluginIdentifiers.model_validate(console_ns.payload)
try:
- response = PluginService.install_from_local_pkg(tenant_id, args["plugin_unique_identifiers"])
+ response = PluginService.install_from_local_pkg(tenant_id, args.plugin_unique_identifiers)
except PluginDaemonClientSideError as e:
raise ValueError(e)
return jsonable_encoder(response)
-parser_githubapi = (
- reqparse.RequestParser()
- .add_argument("repo", type=str, required=True, location="json")
- .add_argument("version", type=str, required=True, location="json")
- .add_argument("package", type=str, required=True, location="json")
- .add_argument("plugin_unique_identifier", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/workspaces/current/plugin/install/github")
class PluginInstallFromGithubApi(Resource):
- @api.expect(parser_githubapi)
+ @console_ns.expect(console_ns.models[ParserGithubInstall.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -269,15 +407,15 @@ class PluginInstallFromGithubApi(Resource):
def post(self):
_, tenant_id = current_account_with_tenant()
- args = parser_githubapi.parse_args()
+ args = ParserGithubInstall.model_validate(console_ns.payload)
try:
response = PluginService.install_from_github(
tenant_id,
- args["plugin_unique_identifier"],
- args["repo"],
- args["version"],
- args["package"],
+ args.plugin_unique_identifier,
+ args.repo,
+ args.version,
+ args.package,
)
except PluginDaemonClientSideError as e:
raise ValueError(e)
@@ -285,14 +423,9 @@ class PluginInstallFromGithubApi(Resource):
return jsonable_encoder(response)
-parser_marketplace = reqparse.RequestParser().add_argument(
- "plugin_unique_identifiers", type=list, required=True, location="json"
-)
-
-
@console_ns.route("/workspaces/current/plugin/install/marketplace")
class PluginInstallFromMarketplaceApi(Resource):
- @api.expect(parser_marketplace)
+ @console_ns.expect(console_ns.models[ParserPluginIdentifiers.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -300,43 +433,33 @@ class PluginInstallFromMarketplaceApi(Resource):
def post(self):
_, tenant_id = current_account_with_tenant()
- args = parser_marketplace.parse_args()
-
- # check if all plugin_unique_identifiers are valid string
- for plugin_unique_identifier in args["plugin_unique_identifiers"]:
- if not isinstance(plugin_unique_identifier, str):
- raise ValueError("Invalid plugin unique identifier")
+ args = ParserPluginIdentifiers.model_validate(console_ns.payload)
try:
- response = PluginService.install_from_marketplace_pkg(tenant_id, args["plugin_unique_identifiers"])
+ response = PluginService.install_from_marketplace_pkg(tenant_id, args.plugin_unique_identifiers)
except PluginDaemonClientSideError as e:
raise ValueError(e)
return jsonable_encoder(response)
-parser_pkgapi = reqparse.RequestParser().add_argument(
- "plugin_unique_identifier", type=str, required=True, location="args"
-)
-
-
@console_ns.route("/workspaces/current/plugin/marketplace/pkg")
class PluginFetchMarketplacePkgApi(Resource):
- @api.expect(parser_pkgapi)
+ @console_ns.expect(console_ns.models[ParserPluginIdentifierQuery.__name__])
@setup_required
@login_required
@account_initialization_required
@plugin_permission_required(install_required=True)
def get(self):
_, tenant_id = current_account_with_tenant()
- args = parser_pkgapi.parse_args()
+ args = ParserPluginIdentifierQuery.model_validate(request.args.to_dict(flat=True)) # type: ignore
try:
return jsonable_encoder(
{
"manifest": PluginService.fetch_marketplace_pkg(
tenant_id,
- args["plugin_unique_identifier"],
+ args.plugin_unique_identifier,
)
}
)
@@ -344,14 +467,9 @@ class PluginFetchMarketplacePkgApi(Resource):
raise ValueError(e)
-parser_fetch = reqparse.RequestParser().add_argument(
- "plugin_unique_identifier", type=str, required=True, location="args"
-)
-
-
@console_ns.route("/workspaces/current/plugin/fetch-manifest")
class PluginFetchManifestApi(Resource):
- @api.expect(parser_fetch)
+ @console_ns.expect(console_ns.models[ParserPluginIdentifierQuery.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -359,30 +477,19 @@ class PluginFetchManifestApi(Resource):
def get(self):
_, tenant_id = current_account_with_tenant()
- args = parser_fetch.parse_args()
+ args = ParserPluginIdentifierQuery.model_validate(request.args.to_dict(flat=True)) # type: ignore
try:
return jsonable_encoder(
- {
- "manifest": PluginService.fetch_plugin_manifest(
- tenant_id, args["plugin_unique_identifier"]
- ).model_dump()
- }
+ {"manifest": PluginService.fetch_plugin_manifest(tenant_id, args.plugin_unique_identifier).model_dump()}
)
except PluginDaemonClientSideError as e:
raise ValueError(e)
-parser_tasks = (
- reqparse.RequestParser()
- .add_argument("page", type=int, required=True, location="args")
- .add_argument("page_size", type=int, required=True, location="args")
-)
-
-
@console_ns.route("/workspaces/current/plugin/tasks")
class PluginFetchInstallTasksApi(Resource):
- @api.expect(parser_tasks)
+ @console_ns.expect(console_ns.models[ParserTasks.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -390,12 +497,10 @@ class PluginFetchInstallTasksApi(Resource):
def get(self):
_, tenant_id = current_account_with_tenant()
- args = parser_tasks.parse_args()
+ args = ParserTasks.model_validate(request.args.to_dict(flat=True)) # type: ignore
try:
- return jsonable_encoder(
- {"tasks": PluginService.fetch_install_tasks(tenant_id, args["page"], args["page_size"])}
- )
+ return jsonable_encoder({"tasks": PluginService.fetch_install_tasks(tenant_id, args.page, args.page_size)})
except PluginDaemonClientSideError as e:
raise ValueError(e)
@@ -460,16 +565,9 @@ class PluginDeleteInstallTaskItemApi(Resource):
raise ValueError(e)
-parser_marketplace_api = (
- reqparse.RequestParser()
- .add_argument("original_plugin_unique_identifier", type=str, required=True, location="json")
- .add_argument("new_plugin_unique_identifier", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/workspaces/current/plugin/upgrade/marketplace")
class PluginUpgradeFromMarketplaceApi(Resource):
- @api.expect(parser_marketplace_api)
+ @console_ns.expect(console_ns.models[ParserMarketplaceUpgrade.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -477,31 +575,21 @@ class PluginUpgradeFromMarketplaceApi(Resource):
def post(self):
_, tenant_id = current_account_with_tenant()
- args = parser_marketplace_api.parse_args()
+ args = ParserMarketplaceUpgrade.model_validate(console_ns.payload)
try:
return jsonable_encoder(
PluginService.upgrade_plugin_with_marketplace(
- tenant_id, args["original_plugin_unique_identifier"], args["new_plugin_unique_identifier"]
+ tenant_id, args.original_plugin_unique_identifier, args.new_plugin_unique_identifier
)
)
except PluginDaemonClientSideError as e:
raise ValueError(e)
-parser_github_post = (
- reqparse.RequestParser()
- .add_argument("original_plugin_unique_identifier", type=str, required=True, location="json")
- .add_argument("new_plugin_unique_identifier", type=str, required=True, location="json")
- .add_argument("repo", type=str, required=True, location="json")
- .add_argument("version", type=str, required=True, location="json")
- .add_argument("package", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/workspaces/current/plugin/upgrade/github")
class PluginUpgradeFromGithubApi(Resource):
- @api.expect(parser_github_post)
+ @console_ns.expect(console_ns.models[ParserGithubUpgrade.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -509,56 +597,44 @@ class PluginUpgradeFromGithubApi(Resource):
def post(self):
_, tenant_id = current_account_with_tenant()
- args = parser_github_post.parse_args()
+ args = ParserGithubUpgrade.model_validate(console_ns.payload)
try:
return jsonable_encoder(
PluginService.upgrade_plugin_with_github(
tenant_id,
- args["original_plugin_unique_identifier"],
- args["new_plugin_unique_identifier"],
- args["repo"],
- args["version"],
- args["package"],
+ args.original_plugin_unique_identifier,
+ args.new_plugin_unique_identifier,
+ args.repo,
+ args.version,
+ args.package,
)
)
except PluginDaemonClientSideError as e:
raise ValueError(e)
-parser_uninstall = reqparse.RequestParser().add_argument(
- "plugin_installation_id", type=str, required=True, location="json"
-)
-
-
@console_ns.route("/workspaces/current/plugin/uninstall")
class PluginUninstallApi(Resource):
- @api.expect(parser_uninstall)
+ @console_ns.expect(console_ns.models[ParserUninstall.__name__])
@setup_required
@login_required
@account_initialization_required
@plugin_permission_required(install_required=True)
def post(self):
- args = parser_uninstall.parse_args()
+ args = ParserUninstall.model_validate(console_ns.payload)
_, tenant_id = current_account_with_tenant()
try:
- return {"success": PluginService.uninstall(tenant_id, args["plugin_installation_id"])}
+ return {"success": PluginService.uninstall(tenant_id, args.plugin_installation_id)}
except PluginDaemonClientSideError as e:
raise ValueError(e)
-parser_change_post = (
- reqparse.RequestParser()
- .add_argument("install_permission", type=str, required=True, location="json")
- .add_argument("debug_permission", type=str, required=True, location="json")
-)
-
-
@console_ns.route("/workspaces/current/plugin/permission/change")
class PluginChangePermissionApi(Resource):
- @api.expect(parser_change_post)
+ @console_ns.expect(console_ns.models[ParserPermissionChange.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -568,14 +644,15 @@ class PluginChangePermissionApi(Resource):
if not user.is_admin_or_owner:
raise Forbidden()
- args = parser_change_post.parse_args()
-
- install_permission = TenantPluginPermission.InstallPermission(args["install_permission"])
- debug_permission = TenantPluginPermission.DebugPermission(args["debug_permission"])
+ args = ParserPermissionChange.model_validate(console_ns.payload)
tenant_id = current_tenant_id
- return {"success": PluginPermissionService.change_permission(tenant_id, install_permission, debug_permission)}
+ return {
+ "success": PluginPermissionService.change_permission(
+ tenant_id, args.install_permission, args.debug_permission
+ )
+ }
@console_ns.route("/workspaces/current/plugin/permission/fetch")
@@ -603,43 +680,29 @@ class PluginFetchPermissionApi(Resource):
)
-parser_dynamic = (
- reqparse.RequestParser()
- .add_argument("plugin_id", type=str, required=True, location="args")
- .add_argument("provider", type=str, required=True, location="args")
- .add_argument("action", type=str, required=True, location="args")
- .add_argument("parameter", type=str, required=True, location="args")
- .add_argument("credential_id", type=str, required=False, location="args")
- .add_argument("provider_type", type=str, required=True, location="args")
-)
-
-
@console_ns.route("/workspaces/current/plugin/parameters/dynamic-options")
class PluginFetchDynamicSelectOptionsApi(Resource):
- @api.expect(parser_dynamic)
+ @console_ns.expect(console_ns.models[ParserDynamicOptions.__name__])
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def get(self):
- # check if the user is admin or owner
current_user, tenant_id = current_account_with_tenant()
- if not current_user.is_admin_or_owner:
- raise Forbidden()
-
user_id = current_user.id
- args = parser_dynamic.parse_args()
+ args = ParserDynamicOptions.model_validate(request.args.to_dict(flat=True)) # type: ignore
try:
options = PluginParameterService.get_dynamic_select_options(
tenant_id=tenant_id,
user_id=user_id,
- plugin_id=args["plugin_id"],
- provider=args["provider"],
- action=args["action"],
- parameter=args["parameter"],
- credential_id=args["credential_id"],
- provider_type=args["provider_type"],
+ plugin_id=args.plugin_id,
+ provider=args.provider,
+ action=args.action,
+ parameter=args.parameter,
+ credential_id=args.credential_id,
+ provider_type=args.provider_type,
)
except PluginDaemonClientSideError as e:
raise ValueError(e)
@@ -647,16 +710,9 @@ class PluginFetchDynamicSelectOptionsApi(Resource):
return jsonable_encoder({"options": options})
-parser_change = (
- reqparse.RequestParser()
- .add_argument("permission", type=dict, required=True, location="json")
- .add_argument("auto_upgrade", type=dict, required=True, location="json")
-)
-
-
@console_ns.route("/workspaces/current/plugin/preferences/change")
class PluginChangePreferencesApi(Resource):
- @api.expect(parser_change)
+ @console_ns.expect(console_ns.models[ParserPreferencesChange.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -665,22 +721,20 @@ class PluginChangePreferencesApi(Resource):
if not user.is_admin_or_owner:
raise Forbidden()
- args = parser_change.parse_args()
+ args = ParserPreferencesChange.model_validate(console_ns.payload)
- permission = args["permission"]
+ permission = args.permission
- install_permission = TenantPluginPermission.InstallPermission(permission.get("install_permission", "everyone"))
- debug_permission = TenantPluginPermission.DebugPermission(permission.get("debug_permission", "everyone"))
+ install_permission = permission.install_permission
+ debug_permission = permission.debug_permission
- auto_upgrade = args["auto_upgrade"]
+ auto_upgrade = args.auto_upgrade
- strategy_setting = TenantPluginAutoUpgradeStrategy.StrategySetting(
- auto_upgrade.get("strategy_setting", "fix_only")
- )
- upgrade_time_of_day = auto_upgrade.get("upgrade_time_of_day", 0)
- upgrade_mode = TenantPluginAutoUpgradeStrategy.UpgradeMode(auto_upgrade.get("upgrade_mode", "exclude"))
- exclude_plugins = auto_upgrade.get("exclude_plugins", [])
- include_plugins = auto_upgrade.get("include_plugins", [])
+ strategy_setting = auto_upgrade.strategy_setting
+ upgrade_time_of_day = auto_upgrade.upgrade_time_of_day
+ upgrade_mode = auto_upgrade.upgrade_mode
+ exclude_plugins = auto_upgrade.exclude_plugins
+ include_plugins = auto_upgrade.include_plugins
# set permission
set_permission_result = PluginPermissionService.change_permission(
@@ -745,12 +799,9 @@ class PluginFetchPreferencesApi(Resource):
return jsonable_encoder({"permission": permission_dict, "auto_upgrade": auto_upgrade_dict})
-parser_exclude = reqparse.RequestParser().add_argument("plugin_id", type=str, required=True, location="json")
-
-
@console_ns.route("/workspaces/current/plugin/preferences/autoupgrade/exclude")
class PluginAutoUpgradeExcludePluginApi(Resource):
- @api.expect(parser_exclude)
+ @console_ns.expect(console_ns.models[ParserExcludePlugin.__name__])
@setup_required
@login_required
@account_initialization_required
@@ -758,26 +809,20 @@ class PluginAutoUpgradeExcludePluginApi(Resource):
# exclude one single plugin
_, tenant_id = current_account_with_tenant()
- args = parser_exclude.parse_args()
+ args = ParserExcludePlugin.model_validate(console_ns.payload)
- return jsonable_encoder({"success": PluginAutoUpgradeService.exclude_plugin(tenant_id, args["plugin_id"])})
+ return jsonable_encoder({"success": PluginAutoUpgradeService.exclude_plugin(tenant_id, args.plugin_id)})
@console_ns.route("/workspaces/current/plugin/readme")
class PluginReadmeApi(Resource):
+ @console_ns.expect(console_ns.models[ParserReadme.__name__])
@setup_required
@login_required
@account_initialization_required
def get(self):
_, tenant_id = current_account_with_tenant()
- parser = reqparse.RequestParser()
- parser.add_argument("plugin_unique_identifier", type=str, required=True, location="args")
- parser.add_argument("language", type=str, required=False, location="args")
- args = parser.parse_args()
+ args = ParserReadme.model_validate(request.args.to_dict(flat=True)) # type: ignore
return jsonable_encoder(
- {
- "readme": PluginService.fetch_plugin_readme(
- tenant_id, args["plugin_unique_identifier"], args.get("language", "en-US")
- )
- }
+ {"readme": PluginService.fetch_plugin_readme(tenant_id, args.plugin_unique_identifier, args.language)}
)
diff --git a/api/controllers/console/workspace/tool_providers.py b/api/controllers/console/workspace/tool_providers.py
index 1c9d438ca6..2c54aa5a20 100644
--- a/api/controllers/console/workspace/tool_providers.py
+++ b/api/controllers/console/workspace/tool_providers.py
@@ -10,10 +10,11 @@ from sqlalchemy.orm import Session
from werkzeug.exceptions import Forbidden
from configs import dify_config
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.wraps import (
account_initialization_required,
enterprise_license_required,
+ is_admin_or_owner_required,
setup_required,
)
from core.entities.mcp_provider import MCPAuthentication, MCPConfiguration
@@ -64,7 +65,7 @@ parser_tool = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-providers")
class ToolProviderListApi(Resource):
- @api.expect(parser_tool)
+ @console_ns.expect(parser_tool)
@setup_required
@login_required
@account_initialization_required
@@ -112,14 +113,13 @@ parser_delete = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-provider/builtin//delete")
class ToolBuiltinProviderDeleteApi(Resource):
- @api.expect(parser_delete)
+ @console_ns.expect(parser_delete)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider):
- user, tenant_id = current_account_with_tenant()
- if not user.is_admin_or_owner:
- raise Forbidden()
+ _, tenant_id = current_account_with_tenant()
args = parser_delete.parse_args()
@@ -140,7 +140,7 @@ parser_add = (
@console_ns.route("/workspaces/current/tool-provider/builtin//add")
class ToolBuiltinProviderAddApi(Resource):
- @api.expect(parser_add)
+ @console_ns.expect(parser_add)
@setup_required
@login_required
@account_initialization_required
@@ -174,16 +174,13 @@ parser_update = (
@console_ns.route("/workspaces/current/tool-provider/builtin//update")
class ToolBuiltinProviderUpdateApi(Resource):
- @api.expect(parser_update)
+ @console_ns.expect(parser_update)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider):
user, tenant_id = current_account_with_tenant()
-
- if not user.is_admin_or_owner:
- raise Forbidden()
-
user_id = user.id
args = parser_update.parse_args()
@@ -239,16 +236,14 @@ parser_api_add = (
@console_ns.route("/workspaces/current/tool-provider/api/add")
class ToolApiProviderAddApi(Resource):
- @api.expect(parser_api_add)
+ @console_ns.expect(parser_api_add)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
- if not user.is_admin_or_owner:
- raise Forbidden()
-
user_id = user.id
args = parser_api_add.parse_args()
@@ -272,7 +267,7 @@ parser_remote = reqparse.RequestParser().add_argument("url", type=str, required=
@console_ns.route("/workspaces/current/tool-provider/api/remote")
class ToolApiProviderGetRemoteSchemaApi(Resource):
- @api.expect(parser_remote)
+ @console_ns.expect(parser_remote)
@setup_required
@login_required
@account_initialization_required
@@ -297,7 +292,7 @@ parser_tools = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-provider/api/tools")
class ToolApiProviderListToolsApi(Resource):
- @api.expect(parser_tools)
+ @console_ns.expect(parser_tools)
@setup_required
@login_required
@account_initialization_required
@@ -333,16 +328,14 @@ parser_api_update = (
@console_ns.route("/workspaces/current/tool-provider/api/update")
class ToolApiProviderUpdateApi(Resource):
- @api.expect(parser_api_update)
+ @console_ns.expect(parser_api_update)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
- if not user.is_admin_or_owner:
- raise Forbidden()
-
user_id = user.id
args = parser_api_update.parse_args()
@@ -369,16 +362,14 @@ parser_api_delete = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-provider/api/delete")
class ToolApiProviderDeleteApi(Resource):
- @api.expect(parser_api_delete)
+ @console_ns.expect(parser_api_delete)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
- if not user.is_admin_or_owner:
- raise Forbidden()
-
user_id = user.id
args = parser_api_delete.parse_args()
@@ -395,7 +386,7 @@ parser_get = reqparse.RequestParser().add_argument("provider", type=str, require
@console_ns.route("/workspaces/current/tool-provider/api/get")
class ToolApiProviderGetApi(Resource):
- @api.expect(parser_get)
+ @console_ns.expect(parser_get)
@setup_required
@login_required
@account_initialization_required
@@ -435,7 +426,7 @@ parser_schema = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-provider/api/schema")
class ToolApiProviderSchemaApi(Resource):
- @api.expect(parser_schema)
+ @console_ns.expect(parser_schema)
@setup_required
@login_required
@account_initialization_required
@@ -460,7 +451,7 @@ parser_pre = (
@console_ns.route("/workspaces/current/tool-provider/api/test/pre")
class ToolApiProviderPreviousTestApi(Resource):
- @api.expect(parser_pre)
+ @console_ns.expect(parser_pre)
@setup_required
@login_required
@account_initialization_required
@@ -493,16 +484,14 @@ parser_create = (
@console_ns.route("/workspaces/current/tool-provider/workflow/create")
class ToolWorkflowProviderCreateApi(Resource):
- @api.expect(parser_create)
+ @console_ns.expect(parser_create)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
- if not user.is_admin_or_owner:
- raise Forbidden()
-
user_id = user.id
args = parser_create.parse_args()
@@ -536,16 +525,13 @@ parser_workflow_update = (
@console_ns.route("/workspaces/current/tool-provider/workflow/update")
class ToolWorkflowProviderUpdateApi(Resource):
- @api.expect(parser_workflow_update)
+ @console_ns.expect(parser_workflow_update)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
-
- if not user.is_admin_or_owner:
- raise Forbidden()
-
user_id = user.id
args = parser_workflow_update.parse_args()
@@ -574,16 +560,14 @@ parser_workflow_delete = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-provider/workflow/delete")
class ToolWorkflowProviderDeleteApi(Resource):
- @api.expect(parser_workflow_delete)
+ @console_ns.expect(parser_workflow_delete)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self):
user, tenant_id = current_account_with_tenant()
- if not user.is_admin_or_owner:
- raise Forbidden()
-
user_id = user.id
args = parser_workflow_delete.parse_args()
@@ -604,7 +588,7 @@ parser_wf_get = (
@console_ns.route("/workspaces/current/tool-provider/workflow/get")
class ToolWorkflowProviderGetApi(Resource):
- @api.expect(parser_wf_get)
+ @console_ns.expect(parser_wf_get)
@setup_required
@login_required
@account_initialization_required
@@ -640,7 +624,7 @@ parser_wf_tools = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-provider/workflow/tools")
class ToolWorkflowProviderListToolApi(Resource):
- @api.expect(parser_wf_tools)
+ @console_ns.expect(parser_wf_tools)
@setup_required
@login_required
@account_initialization_required
@@ -734,18 +718,15 @@ class ToolLabelsApi(Resource):
class ToolPluginOAuthApi(Resource):
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def get(self, provider):
tool_provider = ToolProviderID(provider)
plugin_id = tool_provider.plugin_id
provider_name = tool_provider.provider_name
- # todo check permission
user, tenant_id = current_account_with_tenant()
- if not user.is_admin_or_owner:
- raise Forbidden()
-
oauth_client_params = BuiltinToolManageService.get_oauth_client(tenant_id=tenant_id, provider=provider)
if oauth_client_params is None:
raise Forbidden("no oauth available client config found for this tool provider")
@@ -832,7 +813,7 @@ parser_default_cred = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-provider/builtin//default-credential")
class ToolBuiltinProviderSetDefaultApi(Resource):
- @api.expect(parser_default_cred)
+ @console_ns.expect(parser_default_cred)
@setup_required
@login_required
@account_initialization_required
@@ -853,17 +834,15 @@ parser_custom = (
@console_ns.route("/workspaces/current/tool-provider/builtin//oauth/custom-client")
class ToolOAuthCustomClient(Resource):
- @api.expect(parser_custom)
+ @console_ns.expect(parser_custom)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
- def post(self, provider):
+ def post(self, provider: str):
args = parser_custom.parse_args()
- user, tenant_id = current_account_with_tenant()
-
- if not user.is_admin_or_owner:
- raise Forbidden()
+ _, tenant_id = current_account_with_tenant()
return BuiltinToolManageService.save_custom_oauth_client_params(
tenant_id=tenant_id,
@@ -953,7 +932,7 @@ parser_mcp_delete = reqparse.RequestParser().add_argument(
@console_ns.route("/workspaces/current/tool-provider/mcp")
class ToolProviderMCPApi(Resource):
- @api.expect(parser_mcp)
+ @console_ns.expect(parser_mcp)
@setup_required
@login_required
@account_initialization_required
@@ -983,7 +962,7 @@ class ToolProviderMCPApi(Resource):
)
return jsonable_encoder(result)
- @api.expect(parser_mcp_put)
+ @console_ns.expect(parser_mcp_put)
@setup_required
@login_required
@account_initialization_required
@@ -1022,7 +1001,7 @@ class ToolProviderMCPApi(Resource):
)
return {"result": "success"}
- @api.expect(parser_mcp_delete)
+ @console_ns.expect(parser_mcp_delete)
@setup_required
@login_required
@account_initialization_required
@@ -1045,7 +1024,7 @@ parser_auth = (
@console_ns.route("/workspaces/current/tool-provider/mcp/auth")
class ToolMCPAuthApi(Resource):
- @api.expect(parser_auth)
+ @console_ns.expect(parser_auth)
@setup_required
@login_required
@account_initialization_required
@@ -1086,7 +1065,13 @@ class ToolMCPAuthApi(Resource):
return {"result": "success"}
except MCPAuthError as e:
try:
- auth_result = auth(provider_entity, args.get("authorization_code"))
+ # Pass the extracted OAuth metadata hints to auth()
+ auth_result = auth(
+ provider_entity,
+ args.get("authorization_code"),
+ resource_metadata_url=e.resource_metadata_url,
+ scope_hint=e.scope_hint,
+ )
with Session(db.engine) as session, session.begin():
service = MCPToolManageService(session=session)
response = service.execute_auth_actions(auth_result)
@@ -1096,7 +1081,7 @@ class ToolMCPAuthApi(Resource):
service = MCPToolManageService(session=session)
service.clear_provider_credentials(provider_id=provider_id, tenant_id=tenant_id)
raise ValueError(f"Failed to refresh token, please try to authorize again: {e}") from e
- except MCPError as e:
+ except (MCPError, ValueError) as e:
with Session(db.engine) as session, session.begin():
service = MCPToolManageService(session=session)
service.clear_provider_credentials(provider_id=provider_id, tenant_id=tenant_id)
@@ -1157,7 +1142,7 @@ parser_cb = (
@console_ns.route("/mcp/oauth/callback")
class ToolMCPCallbackApi(Resource):
- @api.expect(parser_cb)
+ @console_ns.expect(parser_cb)
def get(self):
args = parser_cb.parse_args()
state_key = args["state"]
diff --git a/api/controllers/console/workspace/trigger_providers.py b/api/controllers/console/workspace/trigger_providers.py
index bbbbe12fb0..69281c6214 100644
--- a/api/controllers/console/workspace/trigger_providers.py
+++ b/api/controllers/console/workspace/trigger_providers.py
@@ -6,8 +6,6 @@ from sqlalchemy.orm import Session
from werkzeug.exceptions import BadRequest, Forbidden
from configs import dify_config
-from controllers.console import api
-from controllers.console.wraps import account_initialization_required, setup_required
from controllers.web.error import NotFoundError
from core.model_runtime.utils.encoders import jsonable_encoder
from core.plugin.entities.plugin_daemon import CredentialType
@@ -23,9 +21,13 @@ from services.trigger.trigger_provider_service import TriggerProviderService
from services.trigger.trigger_subscription_builder_service import TriggerSubscriptionBuilderService
from services.trigger.trigger_subscription_operator_service import TriggerSubscriptionOperatorService
+from .. import console_ns
+from ..wraps import account_initialization_required, is_admin_or_owner_required, setup_required
+
logger = logging.getLogger(__name__)
+@console_ns.route("/workspaces/current/trigger-provider//icon")
class TriggerProviderIconApi(Resource):
@setup_required
@login_required
@@ -38,6 +40,7 @@ class TriggerProviderIconApi(Resource):
return TriggerManager.get_trigger_plugin_icon(tenant_id=user.current_tenant_id, provider_id=provider)
+@console_ns.route("/workspaces/current/triggers")
class TriggerProviderListApi(Resource):
@setup_required
@login_required
@@ -50,6 +53,7 @@ class TriggerProviderListApi(Resource):
return jsonable_encoder(TriggerProviderService.list_trigger_providers(user.current_tenant_id))
+@console_ns.route("/workspaces/current/trigger-provider//info")
class TriggerProviderInfoApi(Resource):
@setup_required
@login_required
@@ -64,17 +68,16 @@ class TriggerProviderInfoApi(Resource):
)
+@console_ns.route("/workspaces/current/trigger-provider//subscriptions/list")
class TriggerSubscriptionListApi(Resource):
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def get(self, provider):
"""List all trigger subscriptions for the current tenant's provider"""
user = current_user
- assert isinstance(user, Account)
assert user.current_tenant_id is not None
- if not user.is_admin_or_owner:
- raise Forbidden()
try:
return jsonable_encoder(
@@ -89,20 +92,25 @@ class TriggerSubscriptionListApi(Resource):
raise
+parser = reqparse.RequestParser().add_argument(
+ "credential_type", type=str, required=False, nullable=True, location="json"
+)
+
+
+@console_ns.route(
+ "/workspaces/current/trigger-provider//subscriptions/builder/create",
+)
class TriggerSubscriptionBuilderCreateApi(Resource):
+ @console_ns.expect(parser)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider):
"""Add a new subscription instance for a trigger provider"""
user = current_user
- assert isinstance(user, Account)
assert user.current_tenant_id is not None
- if not user.is_admin_or_owner:
- raise Forbidden()
- parser = reqparse.RequestParser()
- parser.add_argument("credential_type", type=str, required=False, nullable=True, location="json")
args = parser.parse_args()
try:
@@ -119,6 +127,9 @@ class TriggerSubscriptionBuilderCreateApi(Resource):
raise
+@console_ns.route(
+ "/workspaces/current/trigger-provider//subscriptions/builder/",
+)
class TriggerSubscriptionBuilderGetApi(Resource):
@setup_required
@login_required
@@ -130,22 +141,28 @@ class TriggerSubscriptionBuilderGetApi(Resource):
)
+parser_api = (
+ reqparse.RequestParser()
+ # The credentials of the subscription builder
+ .add_argument("credentials", type=dict, required=False, nullable=True, location="json")
+)
+
+
+@console_ns.route(
+ "/workspaces/current/trigger-provider//subscriptions/builder/verify/",
+)
class TriggerSubscriptionBuilderVerifyApi(Resource):
+ @console_ns.expect(parser_api)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider, subscription_builder_id):
"""Verify a subscription instance for a trigger provider"""
user = current_user
- assert isinstance(user, Account)
assert user.current_tenant_id is not None
- if not user.is_admin_or_owner:
- raise Forbidden()
- parser = reqparse.RequestParser()
- # The credentials of the subscription builder
- parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
- args = parser.parse_args()
+ args = parser_api.parse_args()
try:
# Use atomic update_and_verify to prevent race conditions
@@ -163,7 +180,24 @@ class TriggerSubscriptionBuilderVerifyApi(Resource):
raise ValueError(str(e)) from e
+parser_update_api = (
+ reqparse.RequestParser()
+ # The name of the subscription builder
+ .add_argument("name", type=str, required=False, nullable=True, location="json")
+ # The parameters of the subscription builder
+ .add_argument("parameters", type=dict, required=False, nullable=True, location="json")
+ # The properties of the subscription builder
+ .add_argument("properties", type=dict, required=False, nullable=True, location="json")
+ # The credentials of the subscription builder
+ .add_argument("credentials", type=dict, required=False, nullable=True, location="json")
+)
+
+
+@console_ns.route(
+ "/workspaces/current/trigger-provider//subscriptions/builder/update/",
+)
class TriggerSubscriptionBuilderUpdateApi(Resource):
+ @console_ns.expect(parser_update_api)
@setup_required
@login_required
@account_initialization_required
@@ -173,16 +207,7 @@ class TriggerSubscriptionBuilderUpdateApi(Resource):
assert isinstance(user, Account)
assert user.current_tenant_id is not None
- parser = reqparse.RequestParser()
- # The name of the subscription builder
- parser.add_argument("name", type=str, required=False, nullable=True, location="json")
- # The parameters of the subscription builder
- parser.add_argument("parameters", type=dict, required=False, nullable=True, location="json")
- # The properties of the subscription builder
- parser.add_argument("properties", type=dict, required=False, nullable=True, location="json")
- # The credentials of the subscription builder
- parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
- args = parser.parse_args()
+ args = parser_update_api.parse_args()
try:
return jsonable_encoder(
TriggerSubscriptionBuilderService.update_trigger_subscription_builder(
@@ -202,6 +227,9 @@ class TriggerSubscriptionBuilderUpdateApi(Resource):
raise
+@console_ns.route(
+ "/workspaces/current/trigger-provider//subscriptions/builder/logs/",
+)
class TriggerSubscriptionBuilderLogsApi(Resource):
@setup_required
@login_required
@@ -220,28 +248,20 @@ class TriggerSubscriptionBuilderLogsApi(Resource):
raise
+@console_ns.route(
+ "/workspaces/current/trigger-provider//subscriptions/builder/build/",
+)
class TriggerSubscriptionBuilderBuildApi(Resource):
+ @console_ns.expect(parser_update_api)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider, subscription_builder_id):
"""Build a subscription instance for a trigger provider"""
user = current_user
- assert isinstance(user, Account)
assert user.current_tenant_id is not None
- if not user.is_admin_or_owner:
- raise Forbidden()
-
- parser = reqparse.RequestParser()
- # The name of the subscription builder
- parser.add_argument("name", type=str, required=False, nullable=True, location="json")
- # The parameters of the subscription builder
- parser.add_argument("parameters", type=dict, required=False, nullable=True, location="json")
- # The properties of the subscription builder
- parser.add_argument("properties", type=dict, required=False, nullable=True, location="json")
- # The credentials of the subscription builder
- parser.add_argument("credentials", type=dict, required=False, nullable=True, location="json")
- args = parser.parse_args()
+ args = parser_update_api.parse_args()
try:
# Use atomic update_and_build to prevent race conditions
TriggerSubscriptionBuilderService.update_and_build_builder(
@@ -261,17 +281,18 @@ class TriggerSubscriptionBuilderBuildApi(Resource):
raise ValueError(str(e)) from e
+@console_ns.route(
+ "/workspaces/current/trigger-provider//subscriptions/delete",
+)
class TriggerSubscriptionDeleteApi(Resource):
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, subscription_id: str):
"""Delete a subscription instance"""
user = current_user
- assert isinstance(user, Account)
assert user.current_tenant_id is not None
- if not user.is_admin_or_owner:
- raise Forbidden()
try:
with Session(db.engine) as session:
@@ -296,6 +317,7 @@ class TriggerSubscriptionDeleteApi(Resource):
raise
+@console_ns.route("/workspaces/current/trigger-provider//subscriptions/oauth/authorize")
class TriggerOAuthAuthorizeApi(Resource):
@setup_required
@login_required
@@ -379,6 +401,7 @@ class TriggerOAuthAuthorizeApi(Resource):
raise
+@console_ns.route("/oauth/plugin//trigger/callback")
class TriggerOAuthCallbackApi(Resource):
@setup_required
def get(self, provider):
@@ -443,17 +466,23 @@ class TriggerOAuthCallbackApi(Resource):
return redirect(f"{dify_config.CONSOLE_WEB_URL}/oauth-callback")
+parser_oauth_client = (
+ reqparse.RequestParser()
+ .add_argument("client_params", type=dict, required=False, nullable=True, location="json")
+ .add_argument("enabled", type=bool, required=False, nullable=True, location="json")
+)
+
+
+@console_ns.route("/workspaces/current/trigger-provider//oauth/client")
class TriggerOAuthClientManageApi(Resource):
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def get(self, provider):
"""Get OAuth client configuration for a provider"""
user = current_user
- assert isinstance(user, Account)
assert user.current_tenant_id is not None
- if not user.is_admin_or_owner:
- raise Forbidden()
try:
provider_id = TriggerProviderID(provider)
@@ -491,21 +520,17 @@ class TriggerOAuthClientManageApi(Resource):
logger.exception("Error getting OAuth client", exc_info=e)
raise
+ @console_ns.expect(parser_oauth_client)
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def post(self, provider):
"""Configure custom OAuth client for a provider"""
user = current_user
- assert isinstance(user, Account)
assert user.current_tenant_id is not None
- if not user.is_admin_or_owner:
- raise Forbidden()
- parser = reqparse.RequestParser()
- parser.add_argument("client_params", type=dict, required=False, nullable=True, location="json")
- parser.add_argument("enabled", type=bool, required=False, nullable=True, location="json")
- args = parser.parse_args()
+ args = parser_oauth_client.parse_args()
try:
provider_id = TriggerProviderID(provider)
@@ -524,14 +549,12 @@ class TriggerOAuthClientManageApi(Resource):
@setup_required
@login_required
+ @is_admin_or_owner_required
@account_initialization_required
def delete(self, provider):
"""Remove custom OAuth client configuration"""
user = current_user
- assert isinstance(user, Account)
assert user.current_tenant_id is not None
- if not user.is_admin_or_owner:
- raise Forbidden()
try:
provider_id = TriggerProviderID(provider)
@@ -545,48 +568,3 @@ class TriggerOAuthClientManageApi(Resource):
except Exception as e:
logger.exception("Error removing OAuth client", exc_info=e)
raise
-
-
-# Trigger Subscription
-api.add_resource(TriggerProviderIconApi, "/workspaces/current/trigger-provider//icon")
-api.add_resource(TriggerProviderListApi, "/workspaces/current/triggers")
-api.add_resource(TriggerProviderInfoApi, "/workspaces/current/trigger-provider//info")
-api.add_resource(TriggerSubscriptionListApi, "/workspaces/current/trigger-provider//subscriptions/list")
-api.add_resource(
- TriggerSubscriptionDeleteApi,
- "/workspaces/current/trigger-provider//subscriptions/delete",
-)
-
-# Trigger Subscription Builder
-api.add_resource(
- TriggerSubscriptionBuilderCreateApi,
- "/workspaces/current/trigger-provider//subscriptions/builder/create",
-)
-api.add_resource(
- TriggerSubscriptionBuilderGetApi,
- "/workspaces/current/trigger-provider//subscriptions/builder/",
-)
-api.add_resource(
- TriggerSubscriptionBuilderUpdateApi,
- "/workspaces/current/trigger-provider//subscriptions/builder/update/",
-)
-api.add_resource(
- TriggerSubscriptionBuilderVerifyApi,
- "/workspaces/current/trigger-provider//subscriptions/builder/verify/",
-)
-api.add_resource(
- TriggerSubscriptionBuilderBuildApi,
- "/workspaces/current/trigger-provider//subscriptions/builder/build/",
-)
-api.add_resource(
- TriggerSubscriptionBuilderLogsApi,
- "/workspaces/current/trigger-provider//subscriptions/builder/logs/",
-)
-
-
-# OAuth
-api.add_resource(
- TriggerOAuthAuthorizeApi, "/workspaces/current/trigger-provider//subscriptions/oauth/authorize"
-)
-api.add_resource(TriggerOAuthCallbackApi, "/oauth/plugin//trigger/callback")
-api.add_resource(TriggerOAuthClientManageApi, "/workspaces/current/trigger-provider//oauth/client")
diff --git a/api/controllers/console/workspace/workspace.py b/api/controllers/console/workspace/workspace.py
index f10c30db2e..9b76cb7a9c 100644
--- a/api/controllers/console/workspace/workspace.py
+++ b/api/controllers/console/workspace/workspace.py
@@ -1,7 +1,8 @@
import logging
from flask import request
-from flask_restx import Resource, fields, inputs, marshal, marshal_with, reqparse
+from flask_restx import Resource, fields, marshal, marshal_with
+from pydantic import BaseModel, Field
from sqlalchemy import select
from werkzeug.exceptions import Unauthorized
@@ -13,7 +14,7 @@ from controllers.common.errors import (
TooManyFilesError,
UnsupportedFileTypeError,
)
-from controllers.console import api, console_ns
+from controllers.console import console_ns
from controllers.console.admin import admin_required
from controllers.console.error import AccountNotLinkTenantError
from controllers.console.wraps import (
@@ -32,6 +33,45 @@ from services.file_service import FileService
from services.workspace_service import WorkspaceService
logger = logging.getLogger(__name__)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class WorkspaceListQuery(BaseModel):
+ page: int = Field(default=1, ge=1, le=99999)
+ limit: int = Field(default=20, ge=1, le=100)
+
+
+class SwitchWorkspacePayload(BaseModel):
+ tenant_id: str
+
+
+class WorkspaceCustomConfigPayload(BaseModel):
+ remove_webapp_brand: bool | None = None
+ replace_webapp_logo: str | None = None
+
+
+class WorkspaceInfoPayload(BaseModel):
+ name: str
+
+
+console_ns.schema_model(
+ WorkspaceListQuery.__name__, WorkspaceListQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
+)
+
+console_ns.schema_model(
+ SwitchWorkspacePayload.__name__,
+ SwitchWorkspacePayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ WorkspaceCustomConfigPayload.__name__,
+ WorkspaceCustomConfigPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
+
+console_ns.schema_model(
+ WorkspaceInfoPayload.__name__,
+ WorkspaceInfoPayload.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0),
+)
provider_fields = {
@@ -95,18 +135,15 @@ class TenantListApi(Resource):
@console_ns.route("/all-workspaces")
class WorkspaceListApi(Resource):
+ @console_ns.expect(console_ns.models[WorkspaceListQuery.__name__])
@setup_required
@admin_required
def get(self):
- parser = (
- reqparse.RequestParser()
- .add_argument("page", type=inputs.int_range(1, 99999), required=False, default=1, location="args")
- .add_argument("limit", type=inputs.int_range(1, 100), required=False, default=20, location="args")
- )
- args = parser.parse_args()
+ payload = request.args.to_dict(flat=True) # type: ignore
+ args = WorkspaceListQuery.model_validate(payload)
stmt = select(Tenant).order_by(Tenant.created_at.desc())
- tenants = db.paginate(select=stmt, page=args["page"], per_page=args["limit"], error_out=False)
+ tenants = db.paginate(select=stmt, page=args.page, per_page=args.limit, error_out=False)
has_more = False
if tenants.has_next:
@@ -115,8 +152,8 @@ class WorkspaceListApi(Resource):
return {
"data": marshal(tenants.items, workspace_fields),
"has_more": has_more,
- "limit": args["limit"],
- "page": args["page"],
+ "limit": args.limit,
+ "page": args.page,
"total": tenants.total,
}, 200
@@ -128,7 +165,7 @@ class TenantApi(Resource):
@login_required
@account_initialization_required
@marshal_with(tenant_fields)
- def get(self):
+ def post(self):
if request.path == "/info":
logger.warning("Deprecated URL /info was used.")
@@ -150,26 +187,24 @@ class TenantApi(Resource):
return WorkspaceService.get_tenant_info(tenant), 200
-parser_switch = reqparse.RequestParser().add_argument("tenant_id", type=str, required=True, location="json")
-
-
@console_ns.route("/workspaces/switch")
class SwitchWorkspaceApi(Resource):
- @api.expect(parser_switch)
+ @console_ns.expect(console_ns.models[SwitchWorkspacePayload.__name__])
@setup_required
@login_required
@account_initialization_required
def post(self):
current_user, _ = current_account_with_tenant()
- args = parser_switch.parse_args()
+ payload = console_ns.payload or {}
+ args = SwitchWorkspacePayload.model_validate(payload)
# check if tenant_id is valid, 403 if not
try:
- TenantService.switch_tenant(current_user, args["tenant_id"])
+ TenantService.switch_tenant(current_user, args.tenant_id)
except Exception:
raise AccountNotLinkTenantError("Account not link tenant")
- new_tenant = db.session.query(Tenant).get(args["tenant_id"]) # Get new tenant
+ new_tenant = db.session.query(Tenant).get(args.tenant_id) # Get new tenant
if new_tenant is None:
raise ValueError("Tenant not found")
@@ -178,24 +213,21 @@ class SwitchWorkspaceApi(Resource):
@console_ns.route("/workspaces/custom-config")
class CustomConfigWorkspaceApi(Resource):
+ @console_ns.expect(console_ns.models[WorkspaceCustomConfigPayload.__name__])
@setup_required
@login_required
@account_initialization_required
@cloud_edition_billing_resource_check("workspace_custom")
def post(self):
_, current_tenant_id = current_account_with_tenant()
- parser = (
- reqparse.RequestParser()
- .add_argument("remove_webapp_brand", type=bool, location="json")
- .add_argument("replace_webapp_logo", type=str, location="json")
- )
- args = parser.parse_args()
+ payload = console_ns.payload or {}
+ args = WorkspaceCustomConfigPayload.model_validate(payload)
tenant = db.get_or_404(Tenant, current_tenant_id)
custom_config_dict = {
- "remove_webapp_brand": args["remove_webapp_brand"],
- "replace_webapp_logo": args["replace_webapp_logo"]
- if args["replace_webapp_logo"] is not None
+ "remove_webapp_brand": args.remove_webapp_brand,
+ "replace_webapp_logo": args.replace_webapp_logo
+ if args.replace_webapp_logo is not None
else tenant.custom_config_dict.get("replace_webapp_logo"),
}
@@ -245,24 +277,22 @@ class WebappLogoWorkspaceApi(Resource):
return {"id": upload_file.id}, 201
-parser_info = reqparse.RequestParser().add_argument("name", type=str, required=True, location="json")
-
-
@console_ns.route("/workspaces/info")
class WorkspaceInfoApi(Resource):
- @api.expect(parser_info)
+ @console_ns.expect(console_ns.models[WorkspaceInfoPayload.__name__])
@setup_required
@login_required
@account_initialization_required
# Change workspace name
def post(self):
_, current_tenant_id = current_account_with_tenant()
- args = parser_info.parse_args()
+ payload = console_ns.payload or {}
+ args = WorkspaceInfoPayload.model_validate(payload)
if not current_tenant_id:
raise ValueError("No current tenant")
tenant = db.get_or_404(Tenant, current_tenant_id)
- tenant.name = args["name"]
+ tenant.name = args.name
db.session.commit()
return {"result": "success", "tenant": marshal(WorkspaceService.get_tenant_info(tenant), tenant_fields)}
diff --git a/api/controllers/console/wraps.py b/api/controllers/console/wraps.py
index 9b485544db..f40f566a36 100644
--- a/api/controllers/console/wraps.py
+++ b/api/controllers/console/wraps.py
@@ -315,3 +315,19 @@ def edit_permission_required(f: Callable[P, R]):
return f(*args, **kwargs)
return decorated_function
+
+
+def is_admin_or_owner_required(f: Callable[P, R]):
+ @wraps(f)
+ def decorated_function(*args: P.args, **kwargs: P.kwargs):
+ from werkzeug.exceptions import Forbidden
+
+ from libs.login import current_user
+ from models import Account
+
+ user = current_user._get_current_object()
+ if not isinstance(user, Account) or not user.is_admin_or_owner:
+ raise Forbidden()
+ return f(*args, **kwargs)
+
+ return decorated_function
diff --git a/api/controllers/service_api/app/annotation.py b/api/controllers/service_api/app/annotation.py
index ed013b1674..f26718555a 100644
--- a/api/controllers/service_api/app/annotation.py
+++ b/api/controllers/service_api/app/annotation.py
@@ -3,14 +3,12 @@ from typing import Literal
from flask import request
from flask_restx import Api, Namespace, Resource, fields, reqparse
from flask_restx.api import HTTPStatus
-from werkzeug.exceptions import Forbidden
+from controllers.console.wraps import edit_permission_required
from controllers.service_api import service_api_ns
from controllers.service_api.wraps import validate_app_token
from extensions.ext_redis import redis_client
from fields.annotation_fields import annotation_fields, build_annotation_model
-from libs.login import current_user
-from models import Account
from models.model import App
from services.annotation_service import AppAnnotationService
@@ -161,14 +159,10 @@ class AnnotationUpdateDeleteApi(Resource):
}
)
@validate_app_token
+ @edit_permission_required
@service_api_ns.marshal_with(build_annotation_model(service_api_ns))
- def put(self, app_model: App, annotation_id):
+ def put(self, app_model: App, annotation_id: str):
"""Update an existing annotation."""
- assert isinstance(current_user, Account)
- if not current_user.has_edit_permission:
- raise Forbidden()
-
- annotation_id = str(annotation_id)
args = annotation_create_parser.parse_args()
annotation = AppAnnotationService.update_app_annotation_directly(args, app_model.id, annotation_id)
return annotation
@@ -185,13 +179,8 @@ class AnnotationUpdateDeleteApi(Resource):
}
)
@validate_app_token
- def delete(self, app_model: App, annotation_id):
+ @edit_permission_required
+ def delete(self, app_model: App, annotation_id: str):
"""Delete an annotation."""
- assert isinstance(current_user, Account)
-
- if not current_user.has_edit_permission:
- raise Forbidden()
-
- annotation_id = str(annotation_id)
AppAnnotationService.delete_app_annotation(app_model.id, annotation_id)
return {"result": "success"}, 204
diff --git a/api/controllers/service_api/app/completion.py b/api/controllers/service_api/app/completion.py
index 915e7e9416..c5dd919759 100644
--- a/api/controllers/service_api/app/completion.py
+++ b/api/controllers/service_api/app/completion.py
@@ -17,7 +17,6 @@ from controllers.service_api.app.error import (
)
from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
-from core.app.apps.base_app_queue_manager import AppQueueManager
from core.app.entities.app_invoke_entities import InvokeFrom
from core.errors.error import (
ModelCurrentlyNotSupportError,
@@ -30,6 +29,7 @@ from libs import helper
from libs.helper import uuid_value
from models.model import App, AppMode, EndUser
from services.app_generate_service import AppGenerateService
+from services.app_task_service import AppTaskService
from services.errors.app import IsDraftWorkflowError, WorkflowIdFormatError, WorkflowNotFoundError
from services.errors.llm import InvokeRateLimitError
@@ -88,7 +88,7 @@ class CompletionApi(Resource):
This endpoint generates a completion based on the provided inputs and query.
Supports both blocking and streaming response modes.
"""
- if app_model.mode != "completion":
+ if app_model.mode != AppMode.COMPLETION:
raise AppUnavailableError()
args = completion_parser.parse_args()
@@ -147,10 +147,15 @@ class CompletionStopApi(Resource):
@validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON, required=True))
def post(self, app_model: App, end_user: EndUser, task_id: str):
"""Stop a running completion task."""
- if app_model.mode != "completion":
+ if app_model.mode != AppMode.COMPLETION:
raise AppUnavailableError()
- AppQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user.id)
+ AppTaskService.stop_task(
+ task_id=task_id,
+ invoke_from=InvokeFrom.SERVICE_API,
+ user_id=end_user.id,
+ app_mode=AppMode.value_of(app_model.mode),
+ )
return {"result": "success"}, 200
@@ -244,6 +249,11 @@ class ChatStopApi(Resource):
if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}:
raise NotChatAppError()
- AppQueueManager.set_stop_flag(task_id, InvokeFrom.SERVICE_API, end_user.id)
+ AppTaskService.stop_task(
+ task_id=task_id,
+ invoke_from=InvokeFrom.SERVICE_API,
+ user_id=end_user.id,
+ app_mode=app_mode,
+ )
return {"result": "success"}, 200
diff --git a/api/controllers/service_api/dataset/dataset.py b/api/controllers/service_api/dataset/dataset.py
index 9d5566919b..4cca3e6ce8 100644
--- a/api/controllers/service_api/dataset/dataset.py
+++ b/api/controllers/service_api/dataset/dataset.py
@@ -5,6 +5,7 @@ from flask_restx import marshal, reqparse
from werkzeug.exceptions import Forbidden, NotFound
import services
+from controllers.console.wraps import edit_permission_required
from controllers.service_api import service_api_ns
from controllers.service_api.dataset.error import DatasetInUseError, DatasetNameDuplicateError, InvalidActionError
from controllers.service_api.wraps import (
@@ -619,11 +620,9 @@ class DatasetTagsApi(DatasetApiResource):
}
)
@validate_dataset_token
+ @edit_permission_required
def delete(self, _, dataset_id):
"""Delete a knowledge type tag."""
- assert isinstance(current_user, Account)
- if not current_user.has_edit_permission:
- raise Forbidden()
args = tag_delete_parser.parse_args()
TagService.delete_tag(args["tag_id"])
diff --git a/api/controllers/service_api/dataset/document.py b/api/controllers/service_api/dataset/document.py
index 358605e8a8..ed47e706b6 100644
--- a/api/controllers/service_api/dataset/document.py
+++ b/api/controllers/service_api/dataset/document.py
@@ -1,7 +1,10 @@
import json
+from typing import Self
+from uuid import UUID
from flask import request
from flask_restx import marshal, reqparse
+from pydantic import BaseModel, model_validator
from sqlalchemy import desc, select
from werkzeug.exceptions import Forbidden, NotFound
@@ -31,7 +34,7 @@ from fields.document_fields import document_fields, document_status_fields
from libs.login import current_user
from models.dataset import Dataset, Document, DocumentSegment
from services.dataset_service import DatasetService, DocumentService
-from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig
+from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig, ProcessRule, RetrievalModel
from services.file_service import FileService
# Define parsers for document operations
@@ -51,15 +54,26 @@ document_text_create_parser = (
.add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json")
)
-document_text_update_parser = (
- reqparse.RequestParser()
- .add_argument("name", type=str, required=False, nullable=True, location="json")
- .add_argument("text", type=str, required=False, nullable=True, location="json")
- .add_argument("process_rule", type=dict, required=False, nullable=True, location="json")
- .add_argument("doc_form", type=str, default="text_model", required=False, nullable=False, location="json")
- .add_argument("doc_language", type=str, default="English", required=False, nullable=False, location="json")
- .add_argument("retrieval_model", type=dict, required=False, nullable=False, location="json")
-)
+DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
+
+
+class DocumentTextUpdate(BaseModel):
+ name: str | None = None
+ text: str | None = None
+ process_rule: ProcessRule | None = None
+ doc_form: str = "text_model"
+ doc_language: str = "English"
+ retrieval_model: RetrievalModel | None = None
+
+ @model_validator(mode="after")
+ def check_text_and_name(self) -> Self:
+ if self.text is not None and self.name is None:
+ raise ValueError("name is required when text is provided")
+ return self
+
+
+for m in [ProcessRule, RetrievalModel, DocumentTextUpdate]:
+ service_api_ns.schema_model(m.__name__, m.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)) # type: ignore
@service_api_ns.route(
@@ -160,7 +174,7 @@ class DocumentAddByTextApi(DatasetApiResource):
class DocumentUpdateByTextApi(DatasetApiResource):
"""Resource for update documents."""
- @service_api_ns.expect(document_text_update_parser)
+ @service_api_ns.expect(service_api_ns.models[DocumentTextUpdate.__name__], validate=True)
@service_api_ns.doc("update_document_by_text")
@service_api_ns.doc(description="Update an existing document by providing text content")
@service_api_ns.doc(params={"dataset_id": "Dataset ID", "document_id": "Document ID"})
@@ -173,12 +187,10 @@ class DocumentUpdateByTextApi(DatasetApiResource):
)
@cloud_edition_billing_resource_check("vector_space", "dataset")
@cloud_edition_billing_rate_limit_check("knowledge", "dataset")
- def post(self, tenant_id, dataset_id, document_id):
+ def post(self, tenant_id: str, dataset_id: UUID, document_id: UUID):
"""Update document by text."""
- args = document_text_update_parser.parse_args()
- dataset_id = str(dataset_id)
- tenant_id = str(tenant_id)
- dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first()
+ args = DocumentTextUpdate.model_validate(service_api_ns.payload).model_dump(exclude_unset=True)
+ dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == str(dataset_id)).first()
if not dataset:
raise ValueError("Dataset does not exist.")
@@ -198,11 +210,9 @@ class DocumentUpdateByTextApi(DatasetApiResource):
# indexing_technique is already set in dataset since this is an update
args["indexing_technique"] = dataset.indexing_technique
- if args["text"]:
+ if args.get("text"):
text = args.get("text")
name = args.get("name")
- if text is None or name is None:
- raise ValueError("Both text and name must be strings.")
if not current_user:
raise ValueError("current_user is required")
upload_file = FileService(db.engine).upload_text(
@@ -456,12 +466,16 @@ class DocumentListApi(DatasetApiResource):
page = request.args.get("page", default=1, type=int)
limit = request.args.get("limit", default=20, type=int)
search = request.args.get("keyword", default=None, type=str)
+ status = request.args.get("status", default=None, type=str)
dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first()
if not dataset:
raise NotFound("Dataset not found.")
query = select(Document).filter_by(dataset_id=str(dataset_id), tenant_id=tenant_id)
+ if status:
+ query = DocumentService.apply_display_status_filter(query, status)
+
if search:
search = f"%{search}%"
query = query.where(Document.name.like(search))
diff --git a/api/controllers/trigger/webhook.py b/api/controllers/trigger/webhook.py
index cec5c3d8ae..22b24271c6 100644
--- a/api/controllers/trigger/webhook.py
+++ b/api/controllers/trigger/webhook.py
@@ -1,7 +1,7 @@
import logging
import time
-from flask import jsonify
+from flask import jsonify, request
from werkzeug.exceptions import NotFound, RequestEntityTooLarge
from controllers.trigger import bp
@@ -28,8 +28,14 @@ def _prepare_webhook_execution(webhook_id: str, is_debug: bool = False):
webhook_data = WebhookService.extract_and_validate_webhook_data(webhook_trigger, node_config)
return webhook_trigger, workflow, node_config, webhook_data, None
except ValueError as e:
- # Fall back to raw extraction for error reporting
- webhook_data = WebhookService.extract_webhook_data(webhook_trigger)
+ # Provide minimal context for error reporting without risking another parse failure
+ webhook_data = {
+ "method": request.method,
+ "headers": dict(request.headers),
+ "query_params": dict(request.args),
+ "body": {},
+ "files": {},
+ }
return webhook_trigger, workflow, node_config, webhook_data, str(e)
diff --git a/api/controllers/web/completion.py b/api/controllers/web/completion.py
index 5e45beffc0..e8a4698375 100644
--- a/api/controllers/web/completion.py
+++ b/api/controllers/web/completion.py
@@ -17,7 +17,6 @@ from controllers.web.error import (
)
from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError
from controllers.web.wraps import WebApiResource
-from core.app.apps.base_app_queue_manager import AppQueueManager
from core.app.entities.app_invoke_entities import InvokeFrom
from core.errors.error import (
ModelCurrentlyNotSupportError,
@@ -29,6 +28,7 @@ from libs import helper
from libs.helper import uuid_value
from models.model import AppMode
from services.app_generate_service import AppGenerateService
+from services.app_task_service import AppTaskService
from services.errors.llm import InvokeRateLimitError
logger = logging.getLogger(__name__)
@@ -64,7 +64,7 @@ class CompletionApi(WebApiResource):
}
)
def post(self, app_model, end_user):
- if app_model.mode != "completion":
+ if app_model.mode != AppMode.COMPLETION:
raise NotCompletionAppError()
parser = (
@@ -125,10 +125,15 @@ class CompletionStopApi(WebApiResource):
}
)
def post(self, app_model, end_user, task_id):
- if app_model.mode != "completion":
+ if app_model.mode != AppMode.COMPLETION:
raise NotCompletionAppError()
- AppQueueManager.set_stop_flag(task_id, InvokeFrom.WEB_APP, end_user.id)
+ AppTaskService.stop_task(
+ task_id=task_id,
+ invoke_from=InvokeFrom.WEB_APP,
+ user_id=end_user.id,
+ app_mode=AppMode.value_of(app_model.mode),
+ )
return {"result": "success"}, 200
@@ -234,6 +239,11 @@ class ChatStopApi(WebApiResource):
if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}:
raise NotChatAppError()
- AppQueueManager.set_stop_flag(task_id, InvokeFrom.WEB_APP, end_user.id)
+ AppTaskService.stop_task(
+ task_id=task_id,
+ invoke_from=InvokeFrom.WEB_APP,
+ user_id=end_user.id,
+ app_mode=app_mode,
+ )
return {"result": "success"}, 200
diff --git a/api/controllers/web/login.py b/api/controllers/web/login.py
index 244ef47982..538d0c44be 100644
--- a/api/controllers/web/login.py
+++ b/api/controllers/web/login.py
@@ -81,6 +81,7 @@ class LoginStatusApi(Resource):
)
def get(self):
app_code = request.args.get("app_code")
+ user_id = request.args.get("user_id")
token = extract_webapp_access_token(request)
if not app_code:
return {
@@ -103,7 +104,7 @@ class LoginStatusApi(Resource):
user_logged_in = False
try:
- _ = decode_jwt_token(app_code=app_code)
+ _ = decode_jwt_token(app_code=app_code, user_id=user_id)
app_logged_in = True
except Exception:
app_logged_in = False
diff --git a/api/controllers/web/wraps.py b/api/controllers/web/wraps.py
index 9efd9f25d1..152137f39c 100644
--- a/api/controllers/web/wraps.py
+++ b/api/controllers/web/wraps.py
@@ -38,7 +38,7 @@ def validate_jwt_token(view: Callable[Concatenate[App, EndUser, P], R] | None =
return decorator
-def decode_jwt_token(app_code: str | None = None):
+def decode_jwt_token(app_code: str | None = None, user_id: str | None = None):
system_features = FeatureService.get_system_features()
if not app_code:
app_code = str(request.headers.get(HEADER_NAME_APP_CODE))
@@ -63,6 +63,10 @@ def decode_jwt_token(app_code: str | None = None):
if not end_user:
raise NotFound()
+ # Validate user_id against end_user's session_id if provided
+ if user_id is not None and end_user.session_id != user_id:
+ raise Unauthorized("Authentication has expired.")
+
# for enterprise webapp auth
app_web_auth_enabled = False
webapp_settings = None
diff --git a/api/core/app/app_config/entities.py b/api/core/app/app_config/entities.py
index e836a46f8f..2aa36ddc49 100644
--- a/api/core/app/app_config/entities.py
+++ b/api/core/app/app_config/entities.py
@@ -112,6 +112,7 @@ class VariableEntity(BaseModel):
type: VariableEntityType
required: bool = False
hide: bool = False
+ default: Any = None
max_length: int | None = None
options: Sequence[str] = Field(default_factory=list)
allowed_file_types: Sequence[FileType] | None = Field(default_factory=list)
diff --git a/api/core/app/apps/advanced_chat/generate_task_pipeline.py b/api/core/app/apps/advanced_chat/generate_task_pipeline.py
index 01c377956b..c98bc1ffdd 100644
--- a/api/core/app/apps/advanced_chat/generate_task_pipeline.py
+++ b/api/core/app/apps/advanced_chat/generate_task_pipeline.py
@@ -62,7 +62,8 @@ from core.app.task_pipeline.message_cycle_manager import MessageCycleManager
from core.base.tts import AppGeneratorTTSPublisher, AudioTrunk
from core.model_runtime.entities.llm_entities import LLMUsage
from core.model_runtime.utils.encoders import jsonable_encoder
-from core.ops.ops_trace_manager import TraceQueueManager
+from core.ops.entities.trace_entity import TraceTaskName
+from core.ops.ops_trace_manager import TraceQueueManager, TraceTask
from core.workflow.enums import WorkflowExecutionStatus
from core.workflow.nodes import NodeType
from core.workflow.repositories.draft_variable_repository import DraftVariableSaverFactory
@@ -72,7 +73,7 @@ from extensions.ext_database import db
from libs.datetime_utils import naive_utc_now
from models import Account, Conversation, EndUser, Message, MessageFile
from models.enums import CreatorUserRole
-from models.workflow import Workflow
+from models.workflow import Workflow, WorkflowNodeExecutionModel
logger = logging.getLogger(__name__)
@@ -580,7 +581,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
with self._database_session() as session:
# Save message
- self._save_message(session=session, graph_runtime_state=resolved_state)
+ self._save_message(session=session, graph_runtime_state=resolved_state, trace_manager=trace_manager)
yield workflow_finish_resp
elif event.stopped_by in (
@@ -590,7 +591,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
# When hitting input-moderation or annotation-reply, the workflow will not start
with self._database_session() as session:
# Save message
- self._save_message(session=session)
+ self._save_message(session=session, trace_manager=trace_manager)
yield self._message_end_to_stream_response()
@@ -599,6 +600,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
event: QueueAdvancedChatMessageEndEvent,
*,
graph_runtime_state: GraphRuntimeState | None = None,
+ trace_manager: TraceQueueManager | None = None,
**kwargs,
) -> Generator[StreamResponse, None, None]:
"""Handle advanced chat message end events."""
@@ -616,7 +618,7 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
# Save message
with self._database_session() as session:
- self._save_message(session=session, graph_runtime_state=resolved_state)
+ self._save_message(session=session, graph_runtime_state=resolved_state, trace_manager=trace_manager)
yield self._message_end_to_stream_response()
@@ -770,7 +772,13 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
if self._conversation_name_generate_thread:
self._conversation_name_generate_thread.join()
- def _save_message(self, *, session: Session, graph_runtime_state: GraphRuntimeState | None = None):
+ def _save_message(
+ self,
+ *,
+ session: Session,
+ graph_runtime_state: GraphRuntimeState | None = None,
+ trace_manager: TraceQueueManager | None = None,
+ ):
message = self._get_message(session=session)
# If there are assistant files, remove markdown image links from answer
@@ -809,6 +817,14 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
metadata = self._task_state.metadata.model_dump()
message.message_metadata = json.dumps(jsonable_encoder(metadata))
+
+ # Extract model provider and model_id from workflow node executions for tracing
+ if message.workflow_run_id:
+ model_info = self._extract_model_info_from_workflow(session, message.workflow_run_id)
+ if model_info:
+ message.model_provider = model_info.get("provider")
+ message.model_id = model_info.get("model")
+
message_files = [
MessageFile(
message_id=message.id,
@@ -826,6 +842,68 @@ class AdvancedChatAppGenerateTaskPipeline(GraphRuntimeStateSupport):
]
session.add_all(message_files)
+ # Trigger MESSAGE_TRACE for tracing integrations
+ if trace_manager:
+ trace_manager.add_trace_task(
+ TraceTask(
+ TraceTaskName.MESSAGE_TRACE, conversation_id=self._conversation_id, message_id=self._message_id
+ )
+ )
+
+ def _extract_model_info_from_workflow(self, session: Session, workflow_run_id: str) -> dict[str, str] | None:
+ """
+ Extract model provider and model_id from workflow node executions.
+ Returns dict with 'provider' and 'model' keys, or None if not found.
+ """
+ try:
+ # Query workflow node executions for LLM or Agent nodes
+ stmt = (
+ select(WorkflowNodeExecutionModel)
+ .where(WorkflowNodeExecutionModel.workflow_run_id == workflow_run_id)
+ .where(WorkflowNodeExecutionModel.node_type.in_(["llm", "agent"]))
+ .order_by(WorkflowNodeExecutionModel.created_at.desc())
+ .limit(1)
+ )
+ node_execution = session.scalar(stmt)
+
+ if not node_execution:
+ return None
+
+ # Try to extract from execution_metadata for agent nodes
+ if node_execution.execution_metadata:
+ try:
+ metadata = json.loads(node_execution.execution_metadata)
+ agent_log = metadata.get("agent_log", [])
+ # Look for the first agent thought with provider info
+ for log_entry in agent_log:
+ entry_metadata = log_entry.get("metadata", {})
+ provider_str = entry_metadata.get("provider")
+ if provider_str:
+ # Parse format like "langgenius/deepseek/deepseek"
+ parts = provider_str.split("/")
+ if len(parts) >= 3:
+ return {"provider": parts[1], "model": parts[2]}
+ elif len(parts) == 2:
+ return {"provider": parts[0], "model": parts[1]}
+ except (json.JSONDecodeError, KeyError, AttributeError) as e:
+ logger.debug("Failed to parse execution_metadata: %s", e)
+
+ # Try to extract from process_data for llm nodes
+ if node_execution.process_data:
+ try:
+ process_data = json.loads(node_execution.process_data)
+ provider = process_data.get("model_provider")
+ model = process_data.get("model_name")
+ if provider and model:
+ return {"provider": provider, "model": model}
+ except (json.JSONDecodeError, KeyError) as e:
+ logger.debug("Failed to parse process_data: %s", e)
+
+ return None
+ except Exception as e:
+ logger.warning("Failed to extract model info from workflow: %s", e)
+ return None
+
def _seed_graph_runtime_state_from_queue_manager(self) -> None:
"""Bootstrap the cached runtime state from the queue manager when present."""
candidate = self._base_task_pipeline.queue_manager.graph_runtime_state
diff --git a/api/core/app/apps/base_app_generator.py b/api/core/app/apps/base_app_generator.py
index 01d025aca8..1c6ca87925 100644
--- a/api/core/app/apps/base_app_generator.py
+++ b/api/core/app/apps/base_app_generator.py
@@ -93,7 +93,11 @@ class BaseAppGenerator:
if value is None:
if variable_entity.required:
raise ValueError(f"{variable_entity.variable} is required in input form")
- return value
+ # Use default value and continue validation to ensure type conversion
+ value = variable_entity.default
+ # If default is also None, return None directly
+ if value is None:
+ return None
if variable_entity.type in {
VariableEntityType.TEXT_INPUT,
@@ -151,8 +155,17 @@ class BaseAppGenerator:
f"{variable_entity.variable} in input form must be less than {variable_entity.max_length} files"
)
case VariableEntityType.CHECKBOX:
- if not isinstance(value, bool):
- raise ValueError(f"{variable_entity.variable} in input form must be a valid boolean value")
+ if isinstance(value, str):
+ normalized_value = value.strip().lower()
+ if normalized_value in {"true", "1", "yes", "on"}:
+ value = True
+ elif normalized_value in {"false", "0", "no", "off"}:
+ value = False
+ elif isinstance(value, (int, float)):
+ if value == 1:
+ value = True
+ elif value == 0:
+ value = False
case _:
raise AssertionError("this statement should be unreachable.")
diff --git a/api/core/app/apps/pipeline/pipeline_generator.py b/api/core/app/apps/pipeline/pipeline_generator.py
index a1390ad0be..13eb40fd60 100644
--- a/api/core/app/apps/pipeline/pipeline_generator.py
+++ b/api/core/app/apps/pipeline/pipeline_generator.py
@@ -163,7 +163,7 @@ class PipelineGenerator(BaseAppGenerator):
datasource_type=datasource_type,
datasource_info=json.dumps(datasource_info),
datasource_node_id=start_node_id,
- input_data=inputs,
+ input_data=dict(inputs),
pipeline_id=pipeline.id,
created_by=user.id,
)
diff --git a/api/core/app/apps/workflow/app_generator.py b/api/core/app/apps/workflow/app_generator.py
index be331b92a8..0165c74295 100644
--- a/api/core/app/apps/workflow/app_generator.py
+++ b/api/core/app/apps/workflow/app_generator.py
@@ -145,7 +145,8 @@ class WorkflowAppGenerator(BaseAppGenerator):
**extract_external_trace_id_from_args(args),
}
workflow_run_id = str(uuid.uuid4())
- # for trigger debug run, not prepare user inputs
+ # FIXME (Yeuoly): we need to remove the SKIP_PREPARE_USER_INPUTS_KEY from the args
+ # trigger shouldn't prepare user inputs
if self._should_prepare_user_inputs(args):
inputs = self._prepare_user_inputs(
user_inputs=inputs,
diff --git a/api/core/app/apps/workflow/generate_task_pipeline.py b/api/core/app/apps/workflow/generate_task_pipeline.py
index 08e2fce48c..4157870620 100644
--- a/api/core/app/apps/workflow/generate_task_pipeline.py
+++ b/api/core/app/apps/workflow/generate_task_pipeline.py
@@ -644,14 +644,15 @@ class WorkflowAppGenerateTaskPipeline(GraphRuntimeStateSupport):
if not workflow_run_id:
return
- workflow_app_log = WorkflowAppLog()
- workflow_app_log.tenant_id = self._application_generate_entity.app_config.tenant_id
- workflow_app_log.app_id = self._application_generate_entity.app_config.app_id
- workflow_app_log.workflow_id = self._workflow.id
- workflow_app_log.workflow_run_id = workflow_run_id
- workflow_app_log.created_from = created_from.value
- workflow_app_log.created_by_role = self._created_by_role
- workflow_app_log.created_by = self._user_id
+ workflow_app_log = WorkflowAppLog(
+ tenant_id=self._application_generate_entity.app_config.tenant_id,
+ app_id=self._application_generate_entity.app_config.app_id,
+ workflow_id=self._workflow.id,
+ workflow_run_id=workflow_run_id,
+ created_from=created_from.value,
+ created_by_role=self._created_by_role,
+ created_by=self._user_id,
+ )
session.add(workflow_app_log)
session.commit()
diff --git a/api/core/app/entities/task_entities.py b/api/core/app/entities/task_entities.py
index 79a5e657b3..7692128985 100644
--- a/api/core/app/entities/task_entities.py
+++ b/api/core/app/entities/task_entities.py
@@ -40,6 +40,9 @@ class EasyUITaskState(TaskState):
"""
llm_result: LLMResult
+ first_token_time: float | None = None
+ last_token_time: float | None = None
+ is_streaming_response: bool = False
class WorkflowTaskState(TaskState):
diff --git a/api/core/app/layers/pause_state_persist_layer.py b/api/core/app/layers/pause_state_persist_layer.py
index 412eb98dd4..61a3e1baca 100644
--- a/api/core/app/layers/pause_state_persist_layer.py
+++ b/api/core/app/layers/pause_state_persist_layer.py
@@ -118,6 +118,7 @@ class PauseStatePersistenceLayer(GraphEngineLayer):
workflow_run_id=workflow_run_id,
state_owner_user_id=self._state_owner_user_id,
state=state.dumps(),
+ pause_reasons=event.reasons,
)
def on_graph_end(self, error: Exception | None) -> None:
diff --git a/api/core/app/task_pipeline/easy_ui_based_generate_task_pipeline.py b/api/core/app/task_pipeline/easy_ui_based_generate_task_pipeline.py
index da2ebac3bd..c49db9aad1 100644
--- a/api/core/app/task_pipeline/easy_ui_based_generate_task_pipeline.py
+++ b/api/core/app/task_pipeline/easy_ui_based_generate_task_pipeline.py
@@ -332,6 +332,12 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
if not self._task_state.llm_result.prompt_messages:
self._task_state.llm_result.prompt_messages = chunk.prompt_messages
+ # Track streaming response times
+ if self._task_state.first_token_time is None:
+ self._task_state.first_token_time = time.perf_counter()
+ self._task_state.is_streaming_response = True
+ self._task_state.last_token_time = time.perf_counter()
+
# handle output moderation chunk
should_direct_answer = self._handle_output_moderation_chunk(cast(str, delta_text))
if should_direct_answer:
@@ -398,6 +404,18 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline):
message.total_price = usage.total_price
message.currency = usage.currency
self._task_state.llm_result.usage.latency = message.provider_response_latency
+
+ # Add streaming metrics to usage if available
+ if self._task_state.is_streaming_response and self._task_state.first_token_time:
+ start_time = self.start_at
+ first_token_time = self._task_state.first_token_time
+ last_token_time = self._task_state.last_token_time or first_token_time
+ usage.time_to_first_token = round(first_token_time - start_time, 3)
+ usage.time_to_generate = round(last_token_time - first_token_time, 3)
+
+ # Update metadata with the complete usage info
+ self._task_state.metadata.usage = usage
+
message.message_metadata = self._task_state.metadata.model_dump_json()
if trace_manager:
diff --git a/api/core/datasource/__base/datasource_runtime.py b/api/core/datasource/__base/datasource_runtime.py
index c5d6c1d771..e021ed74a7 100644
--- a/api/core/datasource/__base/datasource_runtime.py
+++ b/api/core/datasource/__base/datasource_runtime.py
@@ -1,14 +1,10 @@
-from typing import TYPE_CHECKING, Any, Optional
+from typing import Any
from pydantic import BaseModel, Field
-# Import InvokeFrom locally to avoid circular import
from core.app.entities.app_invoke_entities import InvokeFrom
from core.datasource.entities.datasource_entities import DatasourceInvokeFrom
-if TYPE_CHECKING:
- from core.app.entities.app_invoke_entities import InvokeFrom
-
class DatasourceRuntime(BaseModel):
"""
@@ -17,7 +13,7 @@ class DatasourceRuntime(BaseModel):
tenant_id: str
datasource_id: str | None = None
- invoke_from: Optional["InvokeFrom"] = None
+ invoke_from: InvokeFrom | None = None
datasource_invoke_from: DatasourceInvokeFrom | None = None
credentials: dict[str, Any] = Field(default_factory=dict)
runtime_parameters: dict[str, Any] = Field(default_factory=dict)
diff --git a/api/core/mcp/auth/auth_flow.py b/api/core/mcp/auth/auth_flow.py
index 951c22f6dd..92787b39dd 100644
--- a/api/core/mcp/auth/auth_flow.py
+++ b/api/core/mcp/auth/auth_flow.py
@@ -6,7 +6,8 @@ import secrets
import urllib.parse
from urllib.parse import urljoin, urlparse
-from httpx import ConnectError, HTTPStatusError, RequestError
+import httpx
+from httpx import RequestError
from pydantic import ValidationError
from core.entities.mcp_provider import MCPProviderEntity, MCPSupportGrantType
@@ -20,6 +21,7 @@ from core.mcp.types import (
OAuthClientMetadata,
OAuthMetadata,
OAuthTokens,
+ ProtectedResourceMetadata,
)
from extensions.ext_redis import redis_client
@@ -39,6 +41,131 @@ def generate_pkce_challenge() -> tuple[str, str]:
return code_verifier, code_challenge
+def build_protected_resource_metadata_discovery_urls(
+ www_auth_resource_metadata_url: str | None, server_url: str
+) -> list[str]:
+ """
+ Build a list of URLs to try for Protected Resource Metadata discovery.
+
+ Per SEP-985, supports fallback when discovery fails at one URL.
+ """
+ urls = []
+
+ # First priority: URL from WWW-Authenticate header
+ if www_auth_resource_metadata_url:
+ urls.append(www_auth_resource_metadata_url)
+
+ # Fallback: construct from server URL
+ parsed = urlparse(server_url)
+ base_url = f"{parsed.scheme}://{parsed.netloc}"
+ fallback_url = urljoin(base_url, "/.well-known/oauth-protected-resource")
+ if fallback_url not in urls:
+ urls.append(fallback_url)
+
+ return urls
+
+
+def build_oauth_authorization_server_metadata_discovery_urls(auth_server_url: str | None, server_url: str) -> list[str]:
+ """
+ Build a list of URLs to try for OAuth Authorization Server Metadata discovery.
+
+ Supports both OAuth 2.0 (RFC 8414) and OpenID Connect discovery.
+
+ Per RFC 8414 section 3:
+ - If issuer has no path: https://example.com/.well-known/oauth-authorization-server
+ - If issuer has path: https://example.com/.well-known/oauth-authorization-server{path}
+
+ Example:
+ - issuer: https://example.com/oauth
+ - metadata: https://example.com/.well-known/oauth-authorization-server/oauth
+ """
+ urls = []
+ base_url = auth_server_url or server_url
+
+ parsed = urlparse(base_url)
+ base = f"{parsed.scheme}://{parsed.netloc}"
+ path = parsed.path.rstrip("/") # Remove trailing slash
+
+ # Try OpenID Connect discovery first (more common)
+ urls.append(urljoin(base + "/", ".well-known/openid-configuration"))
+
+ # OAuth 2.0 Authorization Server Metadata (RFC 8414)
+ # Include the path component if present in the issuer URL
+ if path:
+ urls.append(urljoin(base, f".well-known/oauth-authorization-server{path}"))
+ else:
+ urls.append(urljoin(base, ".well-known/oauth-authorization-server"))
+
+ return urls
+
+
+def discover_protected_resource_metadata(
+ prm_url: str | None, server_url: str, protocol_version: str | None = None
+) -> ProtectedResourceMetadata | None:
+ """Discover OAuth 2.0 Protected Resource Metadata (RFC 9470)."""
+ urls = build_protected_resource_metadata_discovery_urls(prm_url, server_url)
+ headers = {"MCP-Protocol-Version": protocol_version or LATEST_PROTOCOL_VERSION, "User-Agent": "Dify"}
+
+ for url in urls:
+ try:
+ response = ssrf_proxy.get(url, headers=headers)
+ if response.status_code == 200:
+ return ProtectedResourceMetadata.model_validate(response.json())
+ elif response.status_code == 404:
+ continue # Try next URL
+ except (RequestError, ValidationError):
+ continue # Try next URL
+
+ return None
+
+
+def discover_oauth_authorization_server_metadata(
+ auth_server_url: str | None, server_url: str, protocol_version: str | None = None
+) -> OAuthMetadata | None:
+ """Discover OAuth 2.0 Authorization Server Metadata (RFC 8414)."""
+ urls = build_oauth_authorization_server_metadata_discovery_urls(auth_server_url, server_url)
+ headers = {"MCP-Protocol-Version": protocol_version or LATEST_PROTOCOL_VERSION, "User-Agent": "Dify"}
+
+ for url in urls:
+ try:
+ response = ssrf_proxy.get(url, headers=headers)
+ if response.status_code == 200:
+ return OAuthMetadata.model_validate(response.json())
+ elif response.status_code == 404:
+ continue # Try next URL
+ except (RequestError, ValidationError):
+ continue # Try next URL
+
+ return None
+
+
+def get_effective_scope(
+ scope_from_www_auth: str | None,
+ prm: ProtectedResourceMetadata | None,
+ asm: OAuthMetadata | None,
+ client_scope: str | None,
+) -> str | None:
+ """
+ Determine effective scope using priority-based selection strategy.
+
+ Priority order:
+ 1. WWW-Authenticate header scope (server explicit requirement)
+ 2. Protected Resource Metadata scopes
+ 3. OAuth Authorization Server Metadata scopes
+ 4. Client configured scope
+ """
+ if scope_from_www_auth:
+ return scope_from_www_auth
+
+ if prm and prm.scopes_supported:
+ return " ".join(prm.scopes_supported)
+
+ if asm and asm.scopes_supported:
+ return " ".join(asm.scopes_supported)
+
+ return client_scope
+
+
def _create_secure_redis_state(state_data: OAuthCallbackState) -> str:
"""Create a secure state parameter by storing state data in Redis and returning a random state key."""
# Generate a secure random state key
@@ -121,42 +248,36 @@ def check_support_resource_discovery(server_url: str) -> tuple[bool, str]:
return False, ""
-def discover_oauth_metadata(server_url: str, protocol_version: str | None = None) -> OAuthMetadata | None:
- """Looks up RFC 8414 OAuth 2.0 Authorization Server Metadata."""
- # First check if the server supports OAuth 2.0 Resource Discovery
- support_resource_discovery, oauth_discovery_url = check_support_resource_discovery(server_url)
- if support_resource_discovery:
- # The oauth_discovery_url is the authorization server base URL
- # Try OpenID Connect discovery first (more common), then OAuth 2.0
- urls_to_try = [
- urljoin(oauth_discovery_url + "/", ".well-known/oauth-authorization-server"),
- urljoin(oauth_discovery_url + "/", ".well-known/openid-configuration"),
- ]
- else:
- urls_to_try = [urljoin(server_url, "/.well-known/oauth-authorization-server")]
+def discover_oauth_metadata(
+ server_url: str,
+ resource_metadata_url: str | None = None,
+ scope_hint: str | None = None,
+ protocol_version: str | None = None,
+) -> tuple[OAuthMetadata | None, ProtectedResourceMetadata | None, str | None]:
+ """
+ Discover OAuth metadata using RFC 8414/9470 standards.
- headers = {"MCP-Protocol-Version": protocol_version or LATEST_PROTOCOL_VERSION}
+ Args:
+ server_url: The MCP server URL
+ resource_metadata_url: Protected Resource Metadata URL from WWW-Authenticate header
+ scope_hint: Scope hint from WWW-Authenticate header
+ protocol_version: MCP protocol version
- for url in urls_to_try:
- try:
- response = ssrf_proxy.get(url, headers=headers)
- if response.status_code == 404:
- continue
- if not response.is_success:
- response.raise_for_status()
- return OAuthMetadata.model_validate(response.json())
- except (RequestError, HTTPStatusError) as e:
- if isinstance(e, ConnectError):
- response = ssrf_proxy.get(url)
- if response.status_code == 404:
- continue # Try next URL
- if not response.is_success:
- raise ValueError(f"HTTP {response.status_code} trying to load well-known OAuth metadata")
- return OAuthMetadata.model_validate(response.json())
- # For other errors, try next URL
- continue
+ Returns:
+ (oauth_metadata, protected_resource_metadata, scope_hint)
+ """
+ # Discover Protected Resource Metadata
+ prm = discover_protected_resource_metadata(resource_metadata_url, server_url, protocol_version)
- return None # No metadata found
+ # Get authorization server URL from PRM or use server URL
+ auth_server_url = None
+ if prm and prm.authorization_servers:
+ auth_server_url = prm.authorization_servers[0]
+
+ # Discover OAuth Authorization Server Metadata
+ asm = discover_oauth_authorization_server_metadata(auth_server_url, server_url, protocol_version)
+
+ return asm, prm, scope_hint
def start_authorization(
@@ -166,6 +287,7 @@ def start_authorization(
redirect_url: str,
provider_id: str,
tenant_id: str,
+ scope: str | None = None,
) -> tuple[str, str]:
"""Begins the authorization flow with secure Redis state storage."""
response_type = "code"
@@ -175,13 +297,6 @@ def start_authorization(
authorization_url = metadata.authorization_endpoint
if response_type not in metadata.response_types_supported:
raise ValueError(f"Incompatible auth server: does not support response type {response_type}")
- if (
- not metadata.code_challenge_methods_supported
- or code_challenge_method not in metadata.code_challenge_methods_supported
- ):
- raise ValueError(
- f"Incompatible auth server: does not support code challenge method {code_challenge_method}"
- )
else:
authorization_url = urljoin(server_url, "/authorize")
@@ -210,10 +325,49 @@ def start_authorization(
"state": state_key,
}
+ # Add scope if provided
+ if scope:
+ params["scope"] = scope
+
authorization_url = f"{authorization_url}?{urllib.parse.urlencode(params)}"
return authorization_url, code_verifier
+def _parse_token_response(response: httpx.Response) -> OAuthTokens:
+ """
+ Parse OAuth token response supporting both JSON and form-urlencoded formats.
+
+ Per RFC 6749 Section 5.1, the standard format is JSON.
+ However, some legacy OAuth providers (e.g., early GitHub OAuth Apps) return
+ application/x-www-form-urlencoded format for backwards compatibility.
+
+ Args:
+ response: The HTTP response from token endpoint
+
+ Returns:
+ Parsed OAuth tokens
+
+ Raises:
+ ValueError: If response cannot be parsed
+ """
+ content_type = response.headers.get("content-type", "").lower()
+
+ if "application/json" in content_type:
+ # Standard OAuth 2.0 JSON response (RFC 6749)
+ return OAuthTokens.model_validate(response.json())
+ elif "application/x-www-form-urlencoded" in content_type:
+ # Legacy form-urlencoded response (non-standard but used by some providers)
+ token_data = dict(urllib.parse.parse_qsl(response.text))
+ return OAuthTokens.model_validate(token_data)
+ else:
+ # No content-type or unknown - try JSON first, fallback to form-urlencoded
+ try:
+ return OAuthTokens.model_validate(response.json())
+ except (ValidationError, json.JSONDecodeError):
+ token_data = dict(urllib.parse.parse_qsl(response.text))
+ return OAuthTokens.model_validate(token_data)
+
+
def exchange_authorization(
server_url: str,
metadata: OAuthMetadata | None,
@@ -246,7 +400,7 @@ def exchange_authorization(
response = ssrf_proxy.post(token_url, data=params)
if not response.is_success:
raise ValueError(f"Token exchange failed: HTTP {response.status_code}")
- return OAuthTokens.model_validate(response.json())
+ return _parse_token_response(response)
def refresh_authorization(
@@ -279,7 +433,7 @@ def refresh_authorization(
raise MCPRefreshTokenError(e) from e
if not response.is_success:
raise MCPRefreshTokenError(response.text)
- return OAuthTokens.model_validate(response.json())
+ return _parse_token_response(response)
def client_credentials_flow(
@@ -322,7 +476,7 @@ def client_credentials_flow(
f"Client credentials token request failed: HTTP {response.status_code}, Response: {response.text}"
)
- return OAuthTokens.model_validate(response.json())
+ return _parse_token_response(response)
def register_client(
@@ -352,6 +506,8 @@ def auth(
provider: MCPProviderEntity,
authorization_code: str | None = None,
state_param: str | None = None,
+ resource_metadata_url: str | None = None,
+ scope_hint: str | None = None,
) -> AuthResult:
"""
Orchestrates the full auth flow with a server using secure Redis state storage.
@@ -363,18 +519,26 @@ def auth(
provider: The MCP provider entity
authorization_code: Optional authorization code from OAuth callback
state_param: Optional state parameter from OAuth callback
+ resource_metadata_url: Optional Protected Resource Metadata URL from WWW-Authenticate
+ scope_hint: Optional scope hint from WWW-Authenticate header
Returns:
AuthResult containing actions to be performed and response data
"""
actions: list[AuthAction] = []
server_url = provider.decrypt_server_url()
- server_metadata = discover_oauth_metadata(server_url)
+
+ # Discover OAuth metadata using RFC 8414/9470 standards
+ server_metadata, prm, scope_from_www_auth = discover_oauth_metadata(
+ server_url, resource_metadata_url, scope_hint, LATEST_PROTOCOL_VERSION
+ )
+
client_metadata = provider.client_metadata
provider_id = provider.id
tenant_id = provider.tenant_id
client_information = provider.retrieve_client_information()
redirect_url = provider.redirect_url
+ credentials = provider.decrypt_credentials()
# Determine grant type based on server metadata
if not server_metadata:
@@ -392,8 +556,8 @@ def auth(
else:
effective_grant_type = MCPSupportGrantType.CLIENT_CREDENTIALS.value
- # Get stored credentials
- credentials = provider.decrypt_credentials()
+ # Determine effective scope using priority-based strategy
+ effective_scope = get_effective_scope(scope_from_www_auth, prm, server_metadata, credentials.get("scope"))
if not client_information:
if authorization_code is not None:
@@ -425,12 +589,11 @@ def auth(
if effective_grant_type == MCPSupportGrantType.CLIENT_CREDENTIALS.value:
# Direct token request without user interaction
try:
- scope = credentials.get("scope")
tokens = client_credentials_flow(
server_url,
server_metadata,
client_information,
- scope,
+ effective_scope,
)
# Return action to save tokens and grant type
@@ -526,6 +689,7 @@ def auth(
redirect_url,
provider_id,
tenant_id,
+ effective_scope,
)
# Return action to save code verifier
diff --git a/api/core/mcp/auth_client.py b/api/core/mcp/auth_client.py
index 942c8d3c23..d8724b8de5 100644
--- a/api/core/mcp/auth_client.py
+++ b/api/core/mcp/auth_client.py
@@ -90,7 +90,13 @@ class MCPClientWithAuthRetry(MCPClient):
mcp_service = MCPToolManageService(session=session)
# Perform authentication using the service's auth method
- mcp_service.auth_with_actions(self.provider_entity, self.authorization_code)
+ # Extract OAuth metadata hints from the error
+ mcp_service.auth_with_actions(
+ self.provider_entity,
+ self.authorization_code,
+ resource_metadata_url=error.resource_metadata_url,
+ scope_hint=error.scope_hint,
+ )
# Retrieve new tokens
self.provider_entity = mcp_service.get_provider_entity(
diff --git a/api/core/mcp/client/sse_client.py b/api/core/mcp/client/sse_client.py
index 2d5e3dd263..24ca59ee45 100644
--- a/api/core/mcp/client/sse_client.py
+++ b/api/core/mcp/client/sse_client.py
@@ -290,7 +290,7 @@ def sse_client(
except httpx.HTTPStatusError as exc:
if exc.response.status_code == 401:
- raise MCPAuthError()
+ raise MCPAuthError(response=exc.response)
raise MCPConnectionError()
except Exception:
logger.exception("Error connecting to SSE endpoint")
diff --git a/api/core/mcp/error.py b/api/core/mcp/error.py
index d4fb8b7674..1128369ac5 100644
--- a/api/core/mcp/error.py
+++ b/api/core/mcp/error.py
@@ -1,3 +1,10 @@
+import re
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+ import httpx
+
+
class MCPError(Exception):
pass
@@ -7,7 +14,49 @@ class MCPConnectionError(MCPError):
class MCPAuthError(MCPConnectionError):
- pass
+ def __init__(
+ self,
+ message: str | None = None,
+ response: "httpx.Response | None" = None,
+ www_authenticate_header: str | None = None,
+ ):
+ """
+ MCP Authentication Error.
+
+ Args:
+ message: Error message
+ response: HTTP response object (will extract WWW-Authenticate header if provided)
+ www_authenticate_header: Pre-extracted WWW-Authenticate header value
+ """
+ super().__init__(message or "Authentication failed")
+
+ # Extract OAuth metadata hints from WWW-Authenticate header
+ if response is not None:
+ www_authenticate_header = response.headers.get("WWW-Authenticate")
+
+ self.resource_metadata_url: str | None = None
+ self.scope_hint: str | None = None
+
+ if www_authenticate_header:
+ self.resource_metadata_url = self._extract_field(www_authenticate_header, "resource_metadata")
+ self.scope_hint = self._extract_field(www_authenticate_header, "scope")
+
+ @staticmethod
+ def _extract_field(www_auth: str, field_name: str) -> str | None:
+ """Extract a specific field from the WWW-Authenticate header."""
+ # Pattern to match field="value" or field=value
+ pattern = rf'{field_name}="([^"]*)"'
+ match = re.search(pattern, www_auth)
+ if match:
+ return match.group(1)
+
+ # Try without quotes
+ pattern = rf"{field_name}=([^\s,]+)"
+ match = re.search(pattern, www_auth)
+ if match:
+ return match.group(1)
+
+ return None
class MCPRefreshTokenError(MCPError):
diff --git a/api/core/mcp/session/base_session.py b/api/core/mcp/session/base_session.py
index 3dcd166ea2..c97ae6eac7 100644
--- a/api/core/mcp/session/base_session.py
+++ b/api/core/mcp/session/base_session.py
@@ -149,7 +149,7 @@ class BaseSession(
messages when entered.
"""
- _response_streams: dict[RequestId, queue.Queue[JSONRPCResponse | JSONRPCError]]
+ _response_streams: dict[RequestId, queue.Queue[JSONRPCResponse | JSONRPCError | HTTPStatusError]]
_request_id: int
_in_flight: dict[RequestId, RequestResponder[ReceiveRequestT, SendResultT]]
_receive_request_type: type[ReceiveRequestT]
@@ -230,7 +230,7 @@ class BaseSession(
request_id = self._request_id
self._request_id = request_id + 1
- response_queue: queue.Queue[JSONRPCResponse | JSONRPCError] = queue.Queue()
+ response_queue: queue.Queue[JSONRPCResponse | JSONRPCError | HTTPStatusError] = queue.Queue()
self._response_streams[request_id] = response_queue
try:
@@ -261,11 +261,17 @@ class BaseSession(
message="No response received",
)
)
+ elif isinstance(response_or_error, HTTPStatusError):
+ # HTTPStatusError from streamable_client with preserved response object
+ if response_or_error.response.status_code == 401:
+ raise MCPAuthError(response=response_or_error.response)
+ else:
+ raise MCPConnectionError(
+ ErrorData(code=response_or_error.response.status_code, message=str(response_or_error))
+ )
elif isinstance(response_or_error, JSONRPCError):
if response_or_error.error.code == 401:
- raise MCPAuthError(
- ErrorData(code=response_or_error.error.code, message=response_or_error.error.message)
- )
+ raise MCPAuthError(message=response_or_error.error.message)
else:
raise MCPConnectionError(
ErrorData(code=response_or_error.error.code, message=response_or_error.error.message)
@@ -327,13 +333,17 @@ class BaseSession(
if isinstance(message, HTTPStatusError):
response_queue = self._response_streams.get(self._request_id - 1)
if response_queue is not None:
- response_queue.put(
- JSONRPCError(
- jsonrpc="2.0",
- id=self._request_id - 1,
- error=ErrorData(code=message.response.status_code, message=message.args[0]),
+ # For 401 errors, pass the HTTPStatusError directly to preserve response object
+ if message.response.status_code == 401:
+ response_queue.put(message)
+ else:
+ response_queue.put(
+ JSONRPCError(
+ jsonrpc="2.0",
+ id=self._request_id - 1,
+ error=ErrorData(code=message.response.status_code, message=message.args[0]),
+ )
)
- )
else:
self._handle_incoming(RuntimeError(f"Received response with an unknown request ID: {message}"))
elif isinstance(message, Exception):
diff --git a/api/core/mcp/types.py b/api/core/mcp/types.py
index fd2062d2e1..335c6a5cbc 100644
--- a/api/core/mcp/types.py
+++ b/api/core/mcp/types.py
@@ -23,7 +23,7 @@ for reference.
not separate types in the schema.
"""
# Client support both version, not support 2025-06-18 yet.
-LATEST_PROTOCOL_VERSION = "2025-03-26"
+LATEST_PROTOCOL_VERSION = "2025-06-18"
# Server support 2024-11-05 to allow claude to use.
SERVER_LATEST_PROTOCOL_VERSION = "2024-11-05"
DEFAULT_NEGOTIATED_VERSION = "2025-03-26"
@@ -1330,3 +1330,13 @@ class OAuthMetadata(BaseModel):
response_types_supported: list[str]
grant_types_supported: list[str] | None = None
code_challenge_methods_supported: list[str] | None = None
+ scopes_supported: list[str] | None = None
+
+
+class ProtectedResourceMetadata(BaseModel):
+ """OAuth 2.0 Protected Resource Metadata (RFC 9470)."""
+
+ resource: str | None = None
+ authorization_servers: list[str]
+ scopes_supported: list[str] | None = None
+ bearer_methods_supported: list[str] | None = None
diff --git a/api/core/ops/entities/config_entity.py b/api/core/ops/entities/config_entity.py
index f9b8d41e0a..fda00ac3b9 100644
--- a/api/core/ops/entities/config_entity.py
+++ b/api/core/ops/entities/config_entity.py
@@ -2,7 +2,7 @@ from enum import StrEnum
from pydantic import BaseModel, ValidationInfo, field_validator
-from core.ops.utils import validate_project_name, validate_url, validate_url_with_path
+from core.ops.utils import validate_integer_id, validate_project_name, validate_url, validate_url_with_path
class TracingProviderEnum(StrEnum):
@@ -13,6 +13,8 @@ class TracingProviderEnum(StrEnum):
OPIK = "opik"
WEAVE = "weave"
ALIYUN = "aliyun"
+ MLFLOW = "mlflow"
+ DATABRICKS = "databricks"
TENCENT = "tencent"
@@ -223,5 +225,47 @@ class TencentConfig(BaseTracingConfig):
return cls.validate_project_field(v, "dify_app")
+class MLflowConfig(BaseTracingConfig):
+ """
+ Model class for MLflow tracing config.
+ """
+
+ tracking_uri: str = "http://localhost:5000"
+ experiment_id: str = "0" # Default experiment id in MLflow is 0
+ username: str | None = None
+ password: str | None = None
+
+ @field_validator("tracking_uri")
+ @classmethod
+ def tracking_uri_validator(cls, v, info: ValidationInfo):
+ if isinstance(v, str) and v.startswith("databricks"):
+ raise ValueError(
+ "Please use Databricks tracing config below to record traces to Databricks-managed MLflow instances."
+ )
+ return validate_url_with_path(v, "http://localhost:5000")
+
+ @field_validator("experiment_id")
+ @classmethod
+ def experiment_id_validator(cls, v, info: ValidationInfo):
+ return validate_integer_id(v)
+
+
+class DatabricksConfig(BaseTracingConfig):
+ """
+ Model class for Databricks (Databricks-managed MLflow) tracing config.
+ """
+
+ experiment_id: str
+ host: str
+ client_id: str | None = None
+ client_secret: str | None = None
+ personal_access_token: str | None = None
+
+ @field_validator("experiment_id")
+ @classmethod
+ def experiment_id_validator(cls, v, info: ValidationInfo):
+ return validate_integer_id(v)
+
+
OPS_FILE_PATH = "ops_trace/"
OPS_TRACE_FAILED_KEY = "FAILED_OPS_TRACE"
diff --git a/web/app/components/app/configuration/base/icons/remove-icon/style.module.css b/api/core/ops/mlflow_trace/__init__.py
similarity index 100%
rename from web/app/components/app/configuration/base/icons/remove-icon/style.module.css
rename to api/core/ops/mlflow_trace/__init__.py
diff --git a/api/core/ops/mlflow_trace/mlflow_trace.py b/api/core/ops/mlflow_trace/mlflow_trace.py
new file mode 100644
index 0000000000..df6e016632
--- /dev/null
+++ b/api/core/ops/mlflow_trace/mlflow_trace.py
@@ -0,0 +1,549 @@
+import json
+import logging
+import os
+from datetime import datetime, timedelta
+from typing import Any, cast
+
+import mlflow
+from mlflow.entities import Document, Span, SpanEvent, SpanStatusCode, SpanType
+from mlflow.tracing.constant import SpanAttributeKey, TokenUsageKey, TraceMetadataKey
+from mlflow.tracing.fluent import start_span_no_context, update_current_trace
+from mlflow.tracing.provider import detach_span_from_context, set_span_in_context
+
+from core.ops.base_trace_instance import BaseTraceInstance
+from core.ops.entities.config_entity import DatabricksConfig, MLflowConfig
+from core.ops.entities.trace_entity import (
+ BaseTraceInfo,
+ DatasetRetrievalTraceInfo,
+ GenerateNameTraceInfo,
+ MessageTraceInfo,
+ ModerationTraceInfo,
+ SuggestedQuestionTraceInfo,
+ ToolTraceInfo,
+ TraceTaskName,
+ WorkflowTraceInfo,
+)
+from core.workflow.enums import NodeType
+from extensions.ext_database import db
+from models import EndUser
+from models.workflow import WorkflowNodeExecutionModel
+
+logger = logging.getLogger(__name__)
+
+
+def datetime_to_nanoseconds(dt: datetime | None) -> int | None:
+ """Convert datetime to nanosecond timestamp for MLflow API"""
+ if dt is None:
+ return None
+ return int(dt.timestamp() * 1_000_000_000)
+
+
+class MLflowDataTrace(BaseTraceInstance):
+ def __init__(self, config: MLflowConfig | DatabricksConfig):
+ super().__init__(config)
+ if isinstance(config, DatabricksConfig):
+ self._setup_databricks(config)
+ else:
+ self._setup_mlflow(config)
+
+ # Enable async logging to minimize performance overhead
+ os.environ["MLFLOW_ENABLE_ASYNC_TRACE_LOGGING"] = "true"
+
+ def _setup_databricks(self, config: DatabricksConfig):
+ """Setup connection to Databricks-managed MLflow instances"""
+ os.environ["DATABRICKS_HOST"] = config.host
+
+ if config.client_id and config.client_secret:
+ # OAuth: https://docs.databricks.com/aws/en/dev-tools/auth/oauth-m2m?language=Environment
+ os.environ["DATABRICKS_CLIENT_ID"] = config.client_id
+ os.environ["DATABRICKS_CLIENT_SECRET"] = config.client_secret
+ elif config.personal_access_token:
+ # PAT: https://docs.databricks.com/aws/en/dev-tools/auth/pat
+ os.environ["DATABRICKS_TOKEN"] = config.personal_access_token
+ else:
+ raise ValueError(
+ "Either Databricks token (PAT) or client id and secret (OAuth) must be provided"
+ "See https://docs.databricks.com/aws/en/dev-tools/auth/#what-authorization-option-should-i-choose "
+ "for more information about the authorization options."
+ )
+ mlflow.set_tracking_uri("databricks")
+ mlflow.set_experiment(experiment_id=config.experiment_id)
+
+ # Remove trailing slash from host
+ config.host = config.host.rstrip("/")
+ self._project_url = f"{config.host}/ml/experiments/{config.experiment_id}/traces"
+
+ def _setup_mlflow(self, config: MLflowConfig):
+ """Setup connection to MLflow instances"""
+ mlflow.set_tracking_uri(config.tracking_uri)
+ mlflow.set_experiment(experiment_id=config.experiment_id)
+
+ # Simple auth if provided
+ if config.username and config.password:
+ os.environ["MLFLOW_TRACKING_USERNAME"] = config.username
+ os.environ["MLFLOW_TRACKING_PASSWORD"] = config.password
+
+ self._project_url = f"{config.tracking_uri}/#/experiments/{config.experiment_id}/traces"
+
+ def trace(self, trace_info: BaseTraceInfo):
+ """Simple dispatch to trace methods"""
+ try:
+ if isinstance(trace_info, WorkflowTraceInfo):
+ self.workflow_trace(trace_info)
+ elif isinstance(trace_info, MessageTraceInfo):
+ self.message_trace(trace_info)
+ elif isinstance(trace_info, ToolTraceInfo):
+ self.tool_trace(trace_info)
+ elif isinstance(trace_info, ModerationTraceInfo):
+ self.moderation_trace(trace_info)
+ elif isinstance(trace_info, DatasetRetrievalTraceInfo):
+ self.dataset_retrieval_trace(trace_info)
+ elif isinstance(trace_info, SuggestedQuestionTraceInfo):
+ self.suggested_question_trace(trace_info)
+ elif isinstance(trace_info, GenerateNameTraceInfo):
+ self.generate_name_trace(trace_info)
+ except Exception:
+ logger.exception("[MLflow] Trace error")
+ raise
+
+ def workflow_trace(self, trace_info: WorkflowTraceInfo):
+ """Create workflow span as root, with node spans as children"""
+ # fields with sys.xyz is added by Dify, they are duplicate to trace_info.metadata
+ raw_inputs = trace_info.workflow_run_inputs or {}
+ workflow_inputs = {k: v for k, v in raw_inputs.items() if not k.startswith("sys.")}
+
+ # Special inputs propagated by system
+ if trace_info.query:
+ workflow_inputs["query"] = trace_info.query
+
+ workflow_span = start_span_no_context(
+ name=TraceTaskName.WORKFLOW_TRACE.value,
+ span_type=SpanType.CHAIN,
+ inputs=workflow_inputs,
+ attributes=trace_info.metadata,
+ start_time_ns=datetime_to_nanoseconds(trace_info.start_time),
+ )
+
+ # Set reserved fields in trace-level metadata
+ trace_metadata = {}
+ if user_id := trace_info.metadata.get("user_id"):
+ trace_metadata[TraceMetadataKey.TRACE_USER] = user_id
+ if session_id := trace_info.conversation_id:
+ trace_metadata[TraceMetadataKey.TRACE_SESSION] = session_id
+ self._set_trace_metadata(workflow_span, trace_metadata)
+
+ try:
+ # Create child spans for workflow nodes
+ for node in self._get_workflow_nodes(trace_info.workflow_run_id):
+ inputs = None
+ attributes = {
+ "node_id": node.id,
+ "node_type": node.node_type,
+ "status": node.status,
+ "tenant_id": node.tenant_id,
+ "app_id": node.app_id,
+ "app_name": node.title,
+ }
+
+ if node.node_type in (NodeType.LLM, NodeType.QUESTION_CLASSIFIER):
+ inputs, llm_attributes = self._parse_llm_inputs_and_attributes(node)
+ attributes.update(llm_attributes)
+ elif node.node_type == NodeType.HTTP_REQUEST:
+ inputs = node.process_data # contains request URL
+
+ if not inputs:
+ inputs = json.loads(node.inputs) if node.inputs else {}
+
+ node_span = start_span_no_context(
+ name=node.title,
+ span_type=self._get_node_span_type(node.node_type),
+ parent_span=workflow_span,
+ inputs=inputs,
+ attributes=attributes,
+ start_time_ns=datetime_to_nanoseconds(node.created_at),
+ )
+
+ # Handle node errors
+ if node.status != "succeeded":
+ node_span.set_status(SpanStatusCode.ERROR)
+ node_span.add_event(
+ SpanEvent( # type: ignore[abstract]
+ name="exception",
+ attributes={
+ "exception.message": f"Node failed with status: {node.status}",
+ "exception.type": "Error",
+ "exception.stacktrace": f"Node failed with status: {node.status}",
+ },
+ )
+ )
+
+ # End node span
+ finished_at = node.created_at + timedelta(seconds=node.elapsed_time)
+ outputs = json.loads(node.outputs) if node.outputs else {}
+ if node.node_type == NodeType.KNOWLEDGE_RETRIEVAL:
+ outputs = self._parse_knowledge_retrieval_outputs(outputs)
+ elif node.node_type == NodeType.LLM:
+ outputs = outputs.get("text", outputs)
+ node_span.end(
+ outputs=outputs,
+ end_time_ns=datetime_to_nanoseconds(finished_at),
+ )
+
+ # Handle workflow-level errors
+ if trace_info.error:
+ workflow_span.set_status(SpanStatusCode.ERROR)
+ workflow_span.add_event(
+ SpanEvent( # type: ignore[abstract]
+ name="exception",
+ attributes={
+ "exception.message": trace_info.error,
+ "exception.type": "Error",
+ "exception.stacktrace": trace_info.error,
+ },
+ )
+ )
+
+ finally:
+ workflow_span.end(
+ outputs=trace_info.workflow_run_outputs,
+ end_time_ns=datetime_to_nanoseconds(trace_info.end_time),
+ )
+
+ def _parse_llm_inputs_and_attributes(self, node: WorkflowNodeExecutionModel) -> tuple[Any, dict]:
+ """Parse LLM inputs and attributes from LLM workflow node"""
+ if node.process_data is None:
+ return {}, {}
+
+ try:
+ data = json.loads(node.process_data)
+ except (json.JSONDecodeError, TypeError):
+ return {}, {}
+
+ inputs = self._parse_prompts(data.get("prompts"))
+ attributes = {
+ "model_name": data.get("model_name"),
+ "model_provider": data.get("model_provider"),
+ "finish_reason": data.get("finish_reason"),
+ }
+
+ if hasattr(SpanAttributeKey, "MESSAGE_FORMAT"):
+ attributes[SpanAttributeKey.MESSAGE_FORMAT] = "dify"
+
+ if usage := data.get("usage"):
+ # Set reserved token usage attributes
+ attributes[SpanAttributeKey.CHAT_USAGE] = {
+ TokenUsageKey.INPUT_TOKENS: usage.get("prompt_tokens", 0),
+ TokenUsageKey.OUTPUT_TOKENS: usage.get("completion_tokens", 0),
+ TokenUsageKey.TOTAL_TOKENS: usage.get("total_tokens", 0),
+ }
+ # Store raw usage data as well as it includes more data like price
+ attributes["usage"] = usage
+
+ return inputs, attributes
+
+ def _parse_knowledge_retrieval_outputs(self, outputs: dict):
+ """Parse KR outputs and attributes from KR workflow node"""
+ retrieved = outputs.get("result", [])
+
+ if not retrieved or not isinstance(retrieved, list):
+ return outputs
+
+ documents = []
+ for item in retrieved:
+ documents.append(Document(page_content=item.get("content", ""), metadata=item.get("metadata", {})))
+ return documents
+
+ def message_trace(self, trace_info: MessageTraceInfo):
+ """Create span for CHATBOT message processing"""
+ if not trace_info.message_data:
+ return
+
+ file_list = cast(list[str], trace_info.file_list) or []
+ if message_file_data := trace_info.message_file_data:
+ base_url = os.getenv("FILES_URL", "http://127.0.0.1:5001")
+ file_list.append(f"{base_url}/{message_file_data.url}")
+
+ span = start_span_no_context(
+ name=TraceTaskName.MESSAGE_TRACE.value,
+ span_type=SpanType.LLM,
+ inputs=self._parse_prompts(trace_info.inputs), # type: ignore[arg-type]
+ attributes={
+ "message_id": trace_info.message_id, # type: ignore[dict-item]
+ "model_provider": trace_info.message_data.model_provider,
+ "model_id": trace_info.message_data.model_id,
+ "conversation_mode": trace_info.conversation_mode,
+ "file_list": file_list, # type: ignore[dict-item]
+ "total_price": trace_info.message_data.total_price,
+ **trace_info.metadata,
+ },
+ start_time_ns=datetime_to_nanoseconds(trace_info.start_time),
+ )
+
+ if hasattr(SpanAttributeKey, "MESSAGE_FORMAT"):
+ span.set_attribute(SpanAttributeKey.MESSAGE_FORMAT, "dify")
+
+ # Set token usage
+ span.set_attribute(
+ SpanAttributeKey.CHAT_USAGE,
+ {
+ TokenUsageKey.INPUT_TOKENS: trace_info.message_tokens or 0,
+ TokenUsageKey.OUTPUT_TOKENS: trace_info.answer_tokens or 0,
+ TokenUsageKey.TOTAL_TOKENS: trace_info.total_tokens or 0,
+ },
+ )
+
+ # Set reserved fields in trace-level metadata
+ trace_metadata = {}
+ if user_id := self._get_message_user_id(trace_info.metadata):
+ trace_metadata[TraceMetadataKey.TRACE_USER] = user_id
+ if session_id := trace_info.metadata.get("conversation_id"):
+ trace_metadata[TraceMetadataKey.TRACE_SESSION] = session_id
+ self._set_trace_metadata(span, trace_metadata)
+
+ if trace_info.error:
+ span.set_status(SpanStatusCode.ERROR)
+ span.add_event(
+ SpanEvent( # type: ignore[abstract]
+ name="error",
+ attributes={
+ "exception.message": trace_info.error,
+ "exception.type": "Error",
+ "exception.stacktrace": trace_info.error,
+ },
+ )
+ )
+
+ span.end(
+ outputs=trace_info.message_data.answer,
+ end_time_ns=datetime_to_nanoseconds(trace_info.end_time),
+ )
+
+ def _get_message_user_id(self, metadata: dict) -> str | None:
+ if (end_user_id := metadata.get("from_end_user_id")) and (
+ end_user_data := db.session.query(EndUser).where(EndUser.id == end_user_id).first()
+ ):
+ return end_user_data.session_id
+
+ return metadata.get("from_account_id") # type: ignore[return-value]
+
+ def tool_trace(self, trace_info: ToolTraceInfo):
+ span = start_span_no_context(
+ name=trace_info.tool_name,
+ span_type=SpanType.TOOL,
+ inputs=trace_info.tool_inputs, # type: ignore[arg-type]
+ attributes={
+ "message_id": trace_info.message_id, # type: ignore[dict-item]
+ "metadata": trace_info.metadata, # type: ignore[dict-item]
+ "tool_config": trace_info.tool_config, # type: ignore[dict-item]
+ "tool_parameters": trace_info.tool_parameters, # type: ignore[dict-item]
+ },
+ start_time_ns=datetime_to_nanoseconds(trace_info.start_time),
+ )
+
+ # Handle tool errors
+ if trace_info.error:
+ span.set_status(SpanStatusCode.ERROR)
+ span.add_event(
+ SpanEvent( # type: ignore[abstract]
+ name="error",
+ attributes={
+ "exception.message": trace_info.error,
+ "exception.type": "Error",
+ "exception.stacktrace": trace_info.error,
+ },
+ )
+ )
+
+ span.end(
+ outputs=trace_info.tool_outputs,
+ end_time_ns=datetime_to_nanoseconds(trace_info.end_time),
+ )
+
+ def moderation_trace(self, trace_info: ModerationTraceInfo):
+ if trace_info.message_data is None:
+ return
+
+ start_time = trace_info.start_time or trace_info.message_data.created_at
+ span = start_span_no_context(
+ name=TraceTaskName.MODERATION_TRACE.value,
+ span_type=SpanType.TOOL,
+ inputs=trace_info.inputs or {},
+ attributes={
+ "message_id": trace_info.message_id, # type: ignore[dict-item]
+ "metadata": trace_info.metadata, # type: ignore[dict-item]
+ },
+ start_time_ns=datetime_to_nanoseconds(start_time),
+ )
+
+ span.end(
+ outputs={
+ "action": trace_info.action,
+ "flagged": trace_info.flagged,
+ "preset_response": trace_info.preset_response,
+ },
+ end_time_ns=datetime_to_nanoseconds(trace_info.end_time),
+ )
+
+ def dataset_retrieval_trace(self, trace_info: DatasetRetrievalTraceInfo):
+ if trace_info.message_data is None:
+ return
+
+ span = start_span_no_context(
+ name=TraceTaskName.DATASET_RETRIEVAL_TRACE.value,
+ span_type=SpanType.RETRIEVER,
+ inputs=trace_info.inputs,
+ attributes={
+ "message_id": trace_info.message_id, # type: ignore[dict-item]
+ "metadata": trace_info.metadata, # type: ignore[dict-item]
+ },
+ start_time_ns=datetime_to_nanoseconds(trace_info.start_time),
+ )
+ span.end(outputs={"documents": trace_info.documents}, end_time_ns=datetime_to_nanoseconds(trace_info.end_time))
+
+ def suggested_question_trace(self, trace_info: SuggestedQuestionTraceInfo):
+ if trace_info.message_data is None:
+ return
+
+ start_time = trace_info.start_time or trace_info.message_data.created_at
+ end_time = trace_info.end_time or trace_info.message_data.updated_at
+
+ span = start_span_no_context(
+ name=TraceTaskName.SUGGESTED_QUESTION_TRACE.value,
+ span_type=SpanType.TOOL,
+ inputs=trace_info.inputs,
+ attributes={
+ "message_id": trace_info.message_id, # type: ignore[dict-item]
+ "model_provider": trace_info.model_provider, # type: ignore[dict-item]
+ "model_id": trace_info.model_id, # type: ignore[dict-item]
+ "total_tokens": trace_info.total_tokens or 0, # type: ignore[dict-item]
+ },
+ start_time_ns=datetime_to_nanoseconds(start_time),
+ )
+
+ if trace_info.error:
+ span.set_status(SpanStatusCode.ERROR)
+ span.add_event(
+ SpanEvent( # type: ignore[abstract]
+ name="error",
+ attributes={
+ "exception.message": trace_info.error,
+ "exception.type": "Error",
+ "exception.stacktrace": trace_info.error,
+ },
+ )
+ )
+
+ span.end(outputs=trace_info.suggested_question, end_time_ns=datetime_to_nanoseconds(end_time))
+
+ def generate_name_trace(self, trace_info: GenerateNameTraceInfo):
+ span = start_span_no_context(
+ name=TraceTaskName.GENERATE_NAME_TRACE.value,
+ span_type=SpanType.CHAIN,
+ inputs=trace_info.inputs,
+ attributes={"message_id": trace_info.message_id}, # type: ignore[dict-item]
+ start_time_ns=datetime_to_nanoseconds(trace_info.start_time),
+ )
+ span.end(outputs=trace_info.outputs, end_time_ns=datetime_to_nanoseconds(trace_info.end_time))
+
+ def _get_workflow_nodes(self, workflow_run_id: str):
+ """Helper method to get workflow nodes"""
+ workflow_nodes = (
+ db.session.query(
+ WorkflowNodeExecutionModel.id,
+ WorkflowNodeExecutionModel.tenant_id,
+ WorkflowNodeExecutionModel.app_id,
+ WorkflowNodeExecutionModel.title,
+ WorkflowNodeExecutionModel.node_type,
+ WorkflowNodeExecutionModel.status,
+ WorkflowNodeExecutionModel.inputs,
+ WorkflowNodeExecutionModel.outputs,
+ WorkflowNodeExecutionModel.created_at,
+ WorkflowNodeExecutionModel.elapsed_time,
+ WorkflowNodeExecutionModel.process_data,
+ WorkflowNodeExecutionModel.execution_metadata,
+ )
+ .filter(WorkflowNodeExecutionModel.workflow_run_id == workflow_run_id)
+ .order_by(WorkflowNodeExecutionModel.created_at)
+ .all()
+ )
+ return workflow_nodes
+
+ def _get_node_span_type(self, node_type: str) -> str:
+ """Map Dify node types to MLflow span types"""
+ node_type_mapping = {
+ NodeType.LLM: SpanType.LLM,
+ NodeType.QUESTION_CLASSIFIER: SpanType.LLM,
+ NodeType.KNOWLEDGE_RETRIEVAL: SpanType.RETRIEVER,
+ NodeType.TOOL: SpanType.TOOL,
+ NodeType.CODE: SpanType.TOOL,
+ NodeType.HTTP_REQUEST: SpanType.TOOL,
+ NodeType.AGENT: SpanType.AGENT,
+ }
+ return node_type_mapping.get(node_type, "CHAIN") # type: ignore[arg-type,call-overload]
+
+ def _set_trace_metadata(self, span: Span, metadata: dict):
+ token = None
+ try:
+ # NB: Set span in context such that we can use update_current_trace() API
+ token = set_span_in_context(span)
+ update_current_trace(metadata=metadata)
+ finally:
+ if token:
+ detach_span_from_context(token)
+
+ def _parse_prompts(self, prompts):
+ """Postprocess prompts format to be standard chat messages"""
+ if isinstance(prompts, str):
+ return prompts
+ elif isinstance(prompts, dict):
+ return self._parse_single_message(prompts)
+ elif isinstance(prompts, list):
+ messages = [self._parse_single_message(item) for item in prompts]
+ messages = self._resolve_tool_call_ids(messages)
+ return messages
+ return prompts # Fallback to original format
+
+ def _parse_single_message(self, item: dict):
+ """Postprocess single message format to be standard chat message"""
+ role = item.get("role", "user")
+ msg = {"role": role, "content": item.get("text", "")}
+
+ if (
+ (tool_calls := item.get("tool_calls"))
+ # Tool message does not contain tool calls normally
+ and role != "tool"
+ ):
+ msg["tool_calls"] = tool_calls
+
+ if files := item.get("files"):
+ msg["files"] = files
+
+ return msg
+
+ def _resolve_tool_call_ids(self, messages: list[dict]):
+ """
+ The tool call message from Dify does not contain tool call ids, which is not
+ ideal for debugging. This method resolves the tool call ids by matching the
+ tool call name and parameters with the tool instruction messages.
+ """
+ tool_call_ids = []
+ for msg in messages:
+ if tool_calls := msg.get("tool_calls"):
+ tool_call_ids = [t["id"] for t in tool_calls]
+ if msg["role"] == "tool":
+ # Get the tool call id in the order of the tool call messages
+ # assuming Dify runs tools sequentially
+ if tool_call_ids:
+ msg["tool_call_id"] = tool_call_ids.pop(0)
+ return messages
+
+ def api_check(self):
+ """Simple connection test"""
+ try:
+ mlflow.search_experiments(max_results=1)
+ return True
+ except Exception as e:
+ raise ValueError(f"MLflow connection failed: {str(e)}")
+
+ def get_project_url(self):
+ return self._project_url
diff --git a/api/core/ops/ops_trace_manager.py b/api/core/ops/ops_trace_manager.py
index 5bb539b7dc..ce2b0239cd 100644
--- a/api/core/ops/ops_trace_manager.py
+++ b/api/core/ops/ops_trace_manager.py
@@ -120,6 +120,26 @@ class OpsTraceProviderConfigMap(collections.UserDict[str, dict[str, Any]]):
"other_keys": ["endpoint", "app_name"],
"trace_instance": AliyunDataTrace,
}
+ case TracingProviderEnum.MLFLOW:
+ from core.ops.entities.config_entity import MLflowConfig
+ from core.ops.mlflow_trace.mlflow_trace import MLflowDataTrace
+
+ return {
+ "config_class": MLflowConfig,
+ "secret_keys": ["password"],
+ "other_keys": ["tracking_uri", "experiment_id", "username"],
+ "trace_instance": MLflowDataTrace,
+ }
+ case TracingProviderEnum.DATABRICKS:
+ from core.ops.entities.config_entity import DatabricksConfig
+ from core.ops.mlflow_trace.mlflow_trace import MLflowDataTrace
+
+ return {
+ "config_class": DatabricksConfig,
+ "secret_keys": ["personal_access_token", "client_secret"],
+ "other_keys": ["host", "client_id", "experiment_id"],
+ "trace_instance": MLflowDataTrace,
+ }
case TracingProviderEnum.TENCENT:
from core.ops.entities.config_entity import TencentConfig
@@ -274,6 +294,8 @@ class OpsTraceManager:
raise ValueError("App not found")
tenant_id = app.tenant_id
+ if trace_config_data.tracing_config is None:
+ raise ValueError("Tracing config cannot be None.")
decrypt_tracing_config = cls.decrypt_tracing_config(
tenant_id, tracing_provider, trace_config_data.tracing_config
)
diff --git a/api/core/ops/tencent_trace/span_builder.py b/api/core/ops/tencent_trace/span_builder.py
index 26e8779e3e..db92e9b8bd 100644
--- a/api/core/ops/tencent_trace/span_builder.py
+++ b/api/core/ops/tencent_trace/span_builder.py
@@ -222,6 +222,59 @@ class TencentSpanBuilder:
links=links,
)
+ @staticmethod
+ def build_message_llm_span(
+ trace_info: MessageTraceInfo, trace_id: int, parent_span_id: int, user_id: str
+ ) -> SpanData:
+ """Build LLM span for message traces with detailed LLM attributes."""
+ status = Status(StatusCode.OK)
+ if trace_info.error:
+ status = Status(StatusCode.ERROR, trace_info.error)
+
+ # Extract model information from `metadata`` or `message_data`
+ trace_metadata = trace_info.metadata or {}
+ message_data = trace_info.message_data or {}
+
+ model_provider = trace_metadata.get("ls_provider") or (
+ message_data.get("model_provider", "") if isinstance(message_data, dict) else ""
+ )
+ model_name = trace_metadata.get("ls_model_name") or (
+ message_data.get("model_id", "") if isinstance(message_data, dict) else ""
+ )
+
+ inputs_str = str(trace_info.inputs or "")
+ outputs_str = str(trace_info.outputs or "")
+
+ attributes = {
+ GEN_AI_SESSION_ID: trace_metadata.get("conversation_id", ""),
+ GEN_AI_USER_ID: str(user_id),
+ GEN_AI_SPAN_KIND: GenAISpanKind.GENERATION.value,
+ GEN_AI_FRAMEWORK: "dify",
+ GEN_AI_MODEL_NAME: str(model_name),
+ GEN_AI_PROVIDER: str(model_provider),
+ GEN_AI_USAGE_INPUT_TOKENS: str(trace_info.message_tokens or 0),
+ GEN_AI_USAGE_OUTPUT_TOKENS: str(trace_info.answer_tokens or 0),
+ GEN_AI_USAGE_TOTAL_TOKENS: str(trace_info.total_tokens or 0),
+ GEN_AI_PROMPT: inputs_str,
+ GEN_AI_COMPLETION: outputs_str,
+ INPUT_VALUE: inputs_str,
+ OUTPUT_VALUE: outputs_str,
+ }
+
+ if trace_info.is_streaming_request:
+ attributes[GEN_AI_IS_STREAMING_REQUEST] = "true"
+
+ return SpanData(
+ trace_id=trace_id,
+ parent_span_id=parent_span_id,
+ span_id=TencentTraceUtils.convert_to_span_id(trace_info.message_id, "llm"),
+ name="GENERATION",
+ start_time=TencentSpanBuilder._get_time_nanoseconds(trace_info.start_time),
+ end_time=TencentSpanBuilder._get_time_nanoseconds(trace_info.end_time),
+ attributes=attributes,
+ status=status,
+ )
+
@staticmethod
def build_tool_span(trace_info: ToolTraceInfo, trace_id: int, parent_span_id: int) -> SpanData:
"""Build tool span."""
diff --git a/api/core/ops/tencent_trace/tencent_trace.py b/api/core/ops/tencent_trace/tencent_trace.py
index 9b3df86e16..3d176da97a 100644
--- a/api/core/ops/tencent_trace/tencent_trace.py
+++ b/api/core/ops/tencent_trace/tencent_trace.py
@@ -107,9 +107,13 @@ class TencentDataTrace(BaseTraceInstance):
links.append(TencentTraceUtils.create_link(trace_info.trace_id))
message_span = TencentSpanBuilder.build_message_span(trace_info, trace_id, str(user_id), links)
-
self.trace_client.add_span(message_span)
+ # Add LLM child span with detailed attributes
+ parent_span_id = TencentTraceUtils.convert_to_span_id(trace_info.message_id, "message")
+ llm_span = TencentSpanBuilder.build_message_llm_span(trace_info, trace_id, parent_span_id, str(user_id))
+ self.trace_client.add_span(llm_span)
+
self._record_message_llm_metrics(trace_info)
# Record trace duration for entry span
diff --git a/api/core/ops/utils.py b/api/core/ops/utils.py
index 5e8651d6f9..c00f785034 100644
--- a/api/core/ops/utils.py
+++ b/api/core/ops/utils.py
@@ -147,3 +147,14 @@ def validate_project_name(project: str, default_name: str) -> str:
return default_name
return project.strip()
+
+
+def validate_integer_id(id_str: str) -> str:
+ """
+ Validate and normalize integer ID
+ """
+ id_str = id_str.strip()
+ if not id_str.isdigit():
+ raise ValueError("ID must be a valid integer")
+
+ return id_str
diff --git a/api/core/ops/weave_trace/weave_trace.py b/api/core/ops/weave_trace/weave_trace.py
index 9b3d7a8192..2134be0bce 100644
--- a/api/core/ops/weave_trace/weave_trace.py
+++ b/api/core/ops/weave_trace/weave_trace.py
@@ -1,12 +1,20 @@
import logging
import os
import uuid
-from datetime import datetime, timedelta
+from datetime import UTC, datetime, timedelta
from typing import Any, cast
import wandb
import weave
from sqlalchemy.orm import sessionmaker
+from weave.trace_server.trace_server_interface import (
+ CallEndReq,
+ CallStartReq,
+ EndedCallSchemaForInsert,
+ StartedCallSchemaForInsert,
+ SummaryInsertMap,
+ TraceStatus,
+)
from core.ops.base_trace_instance import BaseTraceInstance
from core.ops.entities.config_entity import WeaveConfig
@@ -57,6 +65,7 @@ class WeaveDataTrace(BaseTraceInstance):
)
self.file_base_url = os.getenv("FILES_URL", "http://127.0.0.1:5001")
self.calls: dict[str, Any] = {}
+ self.project_id = f"{self.weave_client.entity}/{self.weave_client.project}"
def get_project_url(
self,
@@ -424,6 +433,13 @@ class WeaveDataTrace(BaseTraceInstance):
logger.debug("Weave API check failed: %s", str(e))
raise ValueError(f"Weave API check failed: {str(e)}")
+ def _normalize_time(self, dt: datetime | None) -> datetime:
+ if dt is None:
+ return datetime.now(UTC)
+ if dt.tzinfo is None:
+ return dt.replace(tzinfo=UTC)
+ return dt
+
def start_call(self, run_data: WeaveTraceModel, parent_run_id: str | None = None):
inputs = run_data.inputs
if inputs is None:
@@ -437,19 +453,71 @@ class WeaveDataTrace(BaseTraceInstance):
elif not isinstance(attributes, dict):
attributes = {"attributes": str(attributes)}
- call = self.weave_client.create_call(
- op=run_data.op,
- inputs=inputs,
- attributes=attributes,
+ start_time = attributes.get("start_time") if isinstance(attributes, dict) else None
+ started_at = self._normalize_time(start_time if isinstance(start_time, datetime) else None)
+ trace_id = attributes.get("trace_id") if isinstance(attributes, dict) else None
+ if trace_id is None:
+ trace_id = run_data.id
+
+ call_start_req = CallStartReq(
+ start=StartedCallSchemaForInsert(
+ project_id=self.project_id,
+ id=run_data.id,
+ op_name=str(run_data.op),
+ trace_id=trace_id,
+ parent_id=parent_run_id,
+ started_at=started_at,
+ attributes=attributes,
+ inputs=inputs,
+ wb_user_id=None,
+ )
)
- self.calls[run_data.id] = call
- if parent_run_id:
- self.calls[run_data.id].parent_id = parent_run_id
+ self.weave_client.server.call_start(call_start_req)
+ self.calls[run_data.id] = {"trace_id": trace_id, "parent_id": parent_run_id}
def finish_call(self, run_data: WeaveTraceModel):
- call = self.calls.get(run_data.id)
- if call:
- exception = Exception(run_data.exception) if run_data.exception else None
- self.weave_client.finish_call(call=call, output=run_data.outputs, exception=exception)
- else:
+ call_meta = self.calls.get(run_data.id)
+ if not call_meta:
raise ValueError(f"Call with id {run_data.id} not found")
+
+ attributes = run_data.attributes
+ if attributes is None:
+ attributes = {}
+ elif not isinstance(attributes, dict):
+ attributes = {"attributes": str(attributes)}
+
+ start_time = attributes.get("start_time") if isinstance(attributes, dict) else None
+ end_time = attributes.get("end_time") if isinstance(attributes, dict) else None
+ started_at = self._normalize_time(start_time if isinstance(start_time, datetime) else None)
+ ended_at = self._normalize_time(end_time if isinstance(end_time, datetime) else None)
+ elapsed_ms = int((ended_at - started_at).total_seconds() * 1000)
+ if elapsed_ms < 0:
+ elapsed_ms = 0
+
+ status_counts = {
+ TraceStatus.SUCCESS: 0,
+ TraceStatus.ERROR: 0,
+ }
+ if run_data.exception:
+ status_counts[TraceStatus.ERROR] = 1
+ else:
+ status_counts[TraceStatus.SUCCESS] = 1
+
+ summary: dict[str, Any] = {
+ "status_counts": status_counts,
+ "weave": {"latency_ms": elapsed_ms},
+ }
+
+ exception_str = str(run_data.exception) if run_data.exception else None
+
+ call_end_req = CallEndReq(
+ end=EndedCallSchemaForInsert(
+ project_id=self.project_id,
+ id=run_data.id,
+ ended_at=ended_at,
+ exception=exception_str,
+ output=run_data.outputs,
+ summary=cast(SummaryInsertMap, summary),
+ )
+ )
+ self.weave_client.server.call_end(call_end_req)
diff --git a/api/core/provider_manager.py b/api/core/provider_manager.py
index 6cf6620d8d..6c818bdc8b 100644
--- a/api/core/provider_manager.py
+++ b/api/core/provider_manager.py
@@ -309,11 +309,12 @@ class ProviderManager:
(model for model in available_models if model.model == "gpt-4"), available_models[0]
)
- default_model = TenantDefaultModel()
- default_model.tenant_id = tenant_id
- default_model.model_type = model_type.to_origin_model_type()
- default_model.provider_name = available_model.provider.provider
- default_model.model_name = available_model.model
+ default_model = TenantDefaultModel(
+ tenant_id=tenant_id,
+ model_type=model_type.to_origin_model_type(),
+ provider_name=available_model.provider.provider,
+ model_name=available_model.model,
+ )
db.session.add(default_model)
db.session.commit()
diff --git a/api/core/rag/datasource/keyword/jieba/jieba_keyword_table_handler.py b/api/core/rag/datasource/keyword/jieba/jieba_keyword_table_handler.py
index 81619570f9..57a60e6970 100644
--- a/api/core/rag/datasource/keyword/jieba/jieba_keyword_table_handler.py
+++ b/api/core/rag/datasource/keyword/jieba/jieba_keyword_table_handler.py
@@ -1,20 +1,110 @@
import re
+from operator import itemgetter
from typing import cast
class JiebaKeywordTableHandler:
def __init__(self):
+ from core.rag.datasource.keyword.jieba.stopwords import STOPWORDS
+
+ tfidf = self._load_tfidf_extractor()
+ tfidf.stop_words = STOPWORDS # type: ignore[attr-defined]
+ self._tfidf = tfidf
+
+ def _load_tfidf_extractor(self):
+ """
+ Load jieba TFIDF extractor with fallback strategy.
+
+ Loading Flow:
+ ┌─────────────────────────────────────────────────────────────────────┐
+ │ jieba.analyse.default_tfidf │
+ │ exists? │
+ └─────────────────────────────────────────────────────────────────────┘
+ │ │
+ YES NO
+ │ │
+ ▼ ▼
+ ┌──────────────────┐ ┌──────────────────────────────────┐
+ │ Return default │ │ jieba.analyse.TFIDF exists? │
+ │ TFIDF │ └──────────────────────────────────┘
+ └──────────────────┘ │ │
+ YES NO
+ │ │
+ │ ▼
+ │ ┌────────────────────────────┐
+ │ │ Try import from │
+ │ │ jieba.analyse.tfidf.TFIDF │
+ │ └────────────────────────────┘
+ │ │ │
+ │ SUCCESS FAILED
+ │ │ │
+ ▼ ▼ ▼
+ ┌────────────────────────┐ ┌─────────────────┐
+ │ Instantiate TFIDF() │ │ Build fallback │
+ │ & cache to default │ │ _SimpleTFIDF │
+ └────────────────────────┘ └─────────────────┘
+ """
import jieba.analyse # type: ignore
+ tfidf = getattr(jieba.analyse, "default_tfidf", None)
+ if tfidf is not None:
+ return tfidf
+
+ tfidf_class = getattr(jieba.analyse, "TFIDF", None)
+ if tfidf_class is None:
+ try:
+ from jieba.analyse.tfidf import TFIDF # type: ignore
+
+ tfidf_class = TFIDF
+ except Exception:
+ tfidf_class = None
+
+ if tfidf_class is not None:
+ tfidf = tfidf_class()
+ jieba.analyse.default_tfidf = tfidf # type: ignore[attr-defined]
+ return tfidf
+
+ return self._build_fallback_tfidf()
+
+ @staticmethod
+ def _build_fallback_tfidf():
+ """Fallback lightweight TFIDF for environments missing jieba's TFIDF."""
+ import jieba # type: ignore
+
from core.rag.datasource.keyword.jieba.stopwords import STOPWORDS
- jieba.analyse.default_tfidf.stop_words = STOPWORDS # type: ignore
+ class _SimpleTFIDF:
+ def __init__(self):
+ self.stop_words = STOPWORDS
+ self._lcut = getattr(jieba, "lcut", None)
+
+ def extract_tags(self, sentence: str, top_k: int | None = 20, **kwargs):
+ # Basic frequency-based keyword extraction as a fallback when TF-IDF is unavailable.
+ top_k = kwargs.pop("topK", top_k)
+ cut = getattr(jieba, "cut", None)
+ if self._lcut:
+ tokens = self._lcut(sentence)
+ elif callable(cut):
+ tokens = list(cut(sentence))
+ else:
+ tokens = re.findall(r"\w+", sentence)
+
+ words = [w for w in tokens if w and w not in self.stop_words]
+ freq: dict[str, int] = {}
+ for w in words:
+ freq[w] = freq.get(w, 0) + 1
+
+ sorted_words = sorted(freq.items(), key=itemgetter(1), reverse=True)
+ if top_k is not None:
+ sorted_words = sorted_words[:top_k]
+
+ return [item[0] for item in sorted_words]
+
+ return _SimpleTFIDF()
def extract_keywords(self, text: str, max_keywords_per_chunk: int | None = 10) -> set[str]:
"""Extract keywords with JIEBA tfidf."""
- import jieba.analyse # type: ignore
-
- keywords = jieba.analyse.extract_tags(
+ keywords = self._tfidf.extract_tags(
sentence=text,
topK=max_keywords_per_chunk,
)
diff --git a/api/core/rag/datasource/vdb/matrixone/matrixone_vector.py b/api/core/rag/datasource/vdb/matrixone/matrixone_vector.py
index 6fe396dc1e..14955c8d7c 100644
--- a/api/core/rag/datasource/vdb/matrixone/matrixone_vector.py
+++ b/api/core/rag/datasource/vdb/matrixone/matrixone_vector.py
@@ -22,6 +22,18 @@ logger = logging.getLogger(__name__)
P = ParamSpec("P")
R = TypeVar("R")
+T = TypeVar("T", bound="MatrixoneVector")
+
+
+def ensure_client(func: Callable[Concatenate[T, P], R]):
+ @wraps(func)
+ def wrapper(self: T, *args: P.args, **kwargs: P.kwargs):
+ if self.client is None:
+ self.client = self._get_client(None, False)
+ return func(self, *args, **kwargs)
+
+ return wrapper
+
class MatrixoneConfig(BaseModel):
host: str = "localhost"
@@ -206,19 +218,6 @@ class MatrixoneVector(BaseVector):
self.client.delete()
-T = TypeVar("T", bound=MatrixoneVector)
-
-
-def ensure_client(func: Callable[Concatenate[T, P], R]):
- @wraps(func)
- def wrapper(self: T, *args: P.args, **kwargs: P.kwargs):
- if self.client is None:
- self.client = self._get_client(None, False)
- return func(self, *args, **kwargs)
-
- return wrapper
-
-
class MatrixoneVectorFactory(AbstractVectorFactory):
def init_vector(self, dataset: Dataset, attributes: list, embeddings: Embeddings) -> MatrixoneVector:
if dataset.index_struct_dict:
diff --git a/api/core/rag/datasource/vdb/oracle/oraclevector.py b/api/core/rag/datasource/vdb/oracle/oraclevector.py
index d289cde9e4..d82ab89a34 100644
--- a/api/core/rag/datasource/vdb/oracle/oraclevector.py
+++ b/api/core/rag/datasource/vdb/oracle/oraclevector.py
@@ -302,8 +302,7 @@ class OracleVector(BaseVector):
nltk.data.find("tokenizers/punkt")
nltk.data.find("corpora/stopwords")
except LookupError:
- nltk.download("punkt")
- nltk.download("stopwords")
+ raise LookupError("Unable to find the required NLTK data package: punkt and stopwords")
e_str = re.sub(r"[^\w ]", "", query)
all_tokens = nltk.word_tokenize(e_str)
stop_words = stopwords.words("english")
diff --git a/api/core/rag/datasource/vdb/weaviate/weaviate_vector.py b/api/core/rag/datasource/vdb/weaviate/weaviate_vector.py
index 591de01669..2c7bc592c0 100644
--- a/api/core/rag/datasource/vdb/weaviate/weaviate_vector.py
+++ b/api/core/rag/datasource/vdb/weaviate/weaviate_vector.py
@@ -167,13 +167,18 @@ class WeaviateVector(BaseVector):
try:
if not self._client.collections.exists(self._collection_name):
+ tokenization = (
+ wc.Tokenization(dify_config.WEAVIATE_TOKENIZATION)
+ if dify_config.WEAVIATE_TOKENIZATION
+ else wc.Tokenization.WORD
+ )
self._client.collections.create(
name=self._collection_name,
properties=[
wc.Property(
name=Field.TEXT_KEY.value,
data_type=wc.DataType.TEXT,
- tokenization=wc.Tokenization.WORD,
+ tokenization=tokenization,
),
wc.Property(name="document_id", data_type=wc.DataType.TEXT),
wc.Property(name="doc_id", data_type=wc.DataType.TEXT),
diff --git a/api/core/rag/embedding/cached_embedding.py b/api/core/rag/embedding/cached_embedding.py
index 937b8f033c..7fb20c1941 100644
--- a/api/core/rag/embedding/cached_embedding.py
+++ b/api/core/rag/embedding/cached_embedding.py
@@ -1,5 +1,6 @@
import base64
import logging
+import pickle
from typing import Any, cast
import numpy as np
@@ -89,8 +90,8 @@ class CacheEmbedding(Embeddings):
model_name=self._model_instance.model,
hash=hash,
provider_name=self._model_instance.provider,
+ embedding=pickle.dumps(n_embedding, protocol=pickle.HIGHEST_PROTOCOL),
)
- embedding_cache.set_embedding(n_embedding)
db.session.add(embedding_cache)
cache_embeddings.append(hash)
db.session.commit()
diff --git a/api/core/rag/retrieval/dataset_retrieval.py b/api/core/rag/retrieval/dataset_retrieval.py
index 45b19f25a0..3db67efb0e 100644
--- a/api/core/rag/retrieval/dataset_retrieval.py
+++ b/api/core/rag/retrieval/dataset_retrieval.py
@@ -7,8 +7,7 @@ from collections.abc import Generator, Mapping
from typing import Any, Union, cast
from flask import Flask, current_app
-from sqlalchemy import Float, and_, or_, select, text
-from sqlalchemy import cast as sqlalchemy_cast
+from sqlalchemy import and_, or_, select
from core.app.app_config.entities import (
DatasetEntity,
@@ -1023,60 +1022,55 @@ class DatasetRetrieval:
self, sequence: int, condition: str, metadata_name: str, value: Any | None, filters: list
):
if value is None and condition not in ("empty", "not empty"):
- return
+ return filters
+
+ json_field = DatasetDocument.doc_metadata[metadata_name].as_string()
- key = f"{metadata_name}_{sequence}"
- key_value = f"{metadata_name}_{sequence}_value"
match condition:
case "contains":
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} LIKE :{key_value}")).params(
- **{key: metadata_name, key_value: f"%{value}%"}
- )
- )
+ filters.append(json_field.like(f"%{value}%"))
+
case "not contains":
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} NOT LIKE :{key_value}")).params(
- **{key: metadata_name, key_value: f"%{value}%"}
- )
- )
+ filters.append(json_field.notlike(f"%{value}%"))
+
case "start with":
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} LIKE :{key_value}")).params(
- **{key: metadata_name, key_value: f"{value}%"}
- )
- )
+ filters.append(json_field.like(f"{value}%"))
case "end with":
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} LIKE :{key_value}")).params(
- **{key: metadata_name, key_value: f"%{value}"}
- )
- )
+ filters.append(json_field.like(f"%{value}"))
+
case "is" | "=":
if isinstance(value, str):
- filters.append(DatasetDocument.doc_metadata[metadata_name] == f'"{value}"')
- else:
- filters.append(sqlalchemy_cast(DatasetDocument.doc_metadata[metadata_name].astext, Float) == value)
+ filters.append(json_field == value)
+ elif isinstance(value, (int, float)):
+ filters.append(DatasetDocument.doc_metadata[metadata_name].as_float() == value)
+
case "is not" | "≠":
if isinstance(value, str):
- filters.append(DatasetDocument.doc_metadata[metadata_name] != f'"{value}"')
- else:
- filters.append(sqlalchemy_cast(DatasetDocument.doc_metadata[metadata_name].astext, Float) != value)
+ filters.append(json_field != value)
+ elif isinstance(value, (int, float)):
+ filters.append(DatasetDocument.doc_metadata[metadata_name].as_float() != value)
+
case "empty":
filters.append(DatasetDocument.doc_metadata[metadata_name].is_(None))
+
case "not empty":
filters.append(DatasetDocument.doc_metadata[metadata_name].isnot(None))
+
case "before" | "<":
- filters.append(sqlalchemy_cast(DatasetDocument.doc_metadata[metadata_name].astext, Float) < value)
+ filters.append(DatasetDocument.doc_metadata[metadata_name].as_float() < value)
+
case "after" | ">":
- filters.append(sqlalchemy_cast(DatasetDocument.doc_metadata[metadata_name].astext, Float) > value)
+ filters.append(DatasetDocument.doc_metadata[metadata_name].as_float() > value)
+
case "≤" | "<=":
- filters.append(sqlalchemy_cast(DatasetDocument.doc_metadata[metadata_name].astext, Float) <= value)
+ filters.append(DatasetDocument.doc_metadata[metadata_name].as_float() <= value)
+
case "≥" | ">=":
- filters.append(sqlalchemy_cast(DatasetDocument.doc_metadata[metadata_name].astext, Float) >= value)
+ filters.append(DatasetDocument.doc_metadata[metadata_name].as_float() >= value)
case _:
pass
+
return filters
def _fetch_model_config(
diff --git a/api/core/tools/tool_manager.py b/api/core/tools/tool_manager.py
index daf3772d30..8f5fa7cab5 100644
--- a/api/core/tools/tool_manager.py
+++ b/api/core/tools/tool_manager.py
@@ -13,6 +13,7 @@ from sqlalchemy.orm import Session
from yarl import URL
import contexts
+from configs import dify_config
from core.helper.provider_cache import ToolProviderCredentialsCache
from core.plugin.impl.tool import PluginToolManager
from core.tools.__base.tool_provider import ToolProviderController
@@ -32,7 +33,6 @@ from services.tools.mcp_tools_manage_service import MCPToolManageService
if TYPE_CHECKING:
from core.workflow.nodes.tool.entities import ToolEntity
-from configs import dify_config
from core.agent.entities import AgentToolEntity
from core.app.entities.app_invoke_entities import InvokeFrom
from core.helper.module_import_helper import load_single_subclass_from_source
@@ -63,7 +63,6 @@ from services.tools.tools_transform_service import ToolTransformService
if TYPE_CHECKING:
from core.workflow.nodes.tool.entities import ToolEntity
- from core.workflow.runtime import VariablePool
logger = logging.getLogger(__name__)
@@ -618,12 +617,28 @@ class ToolManager:
"""
# according to multi credentials, select the one with is_default=True first, then created_at oldest
# for compatibility with old version
- sql = """
+ if dify_config.SQLALCHEMY_DATABASE_URI_SCHEME == "postgresql":
+ # PostgreSQL: Use DISTINCT ON
+ sql = """
SELECT DISTINCT ON (tenant_id, provider) id
FROM tool_builtin_providers
WHERE tenant_id = :tenant_id
ORDER BY tenant_id, provider, is_default DESC, created_at DESC
"""
+ else:
+ # MySQL: Use window function to achieve same result
+ sql = """
+ SELECT id FROM (
+ SELECT id,
+ ROW_NUMBER() OVER (
+ PARTITION BY tenant_id, provider
+ ORDER BY is_default DESC, created_at DESC
+ ) as rn
+ FROM tool_builtin_providers
+ WHERE tenant_id = :tenant_id
+ ) ranked WHERE rn = 1
+ """
+
with Session(db.engine, autoflush=False) as session:
ids = [row.id for row in session.execute(sa.text(sql), {"tenant_id": tenant_id}).all()]
return session.query(BuiltinToolProvider).where(BuiltinToolProvider.id.in_(ids)).all()
diff --git a/api/core/tools/workflow_as_tool/provider.py b/api/core/tools/workflow_as_tool/provider.py
index c8e91413cd..cee41ba90f 100644
--- a/api/core/tools/workflow_as_tool/provider.py
+++ b/api/core/tools/workflow_as_tool/provider.py
@@ -141,6 +141,7 @@ class WorkflowToolProviderController(ToolProviderController):
form=parameter.form,
llm_description=parameter.description,
required=variable.required,
+ default=variable.default,
options=options,
placeholder=I18nObject(en_US="", zh_Hans=""),
)
diff --git a/api/core/trigger/entities/entities.py b/api/core/trigger/entities/entities.py
index 49e24fe8b8..89824481b5 100644
--- a/api/core/trigger/entities/entities.py
+++ b/api/core/trigger/entities/entities.py
@@ -71,6 +71,11 @@ class TriggerProviderIdentity(BaseModel):
icon_dark: str | None = Field(default=None, description="The dark icon of the trigger provider")
tags: list[str] = Field(default_factory=list, description="The tags of the trigger provider")
+ @field_validator("tags", mode="before")
+ @classmethod
+ def validate_tags(cls, v: list[str] | None) -> list[str]:
+ return v or []
+
class EventIdentity(BaseModel):
"""
diff --git a/api/core/variables/types.py b/api/core/variables/types.py
index b537ff7180..ce71711344 100644
--- a/api/core/variables/types.py
+++ b/api/core/variables/types.py
@@ -1,9 +1,12 @@
from collections.abc import Mapping
from enum import StrEnum
-from typing import Any, Optional
+from typing import TYPE_CHECKING, Any, Optional
from core.file.models import File
+if TYPE_CHECKING:
+ pass
+
class ArrayValidation(StrEnum):
"""Strategy for validating array elements.
@@ -155,6 +158,17 @@ class SegmentType(StrEnum):
return isinstance(value, File)
elif self == SegmentType.NONE:
return value is None
+ elif self == SegmentType.GROUP:
+ from .segment_group import SegmentGroup
+ from .segments import Segment
+
+ if isinstance(value, SegmentGroup):
+ return all(isinstance(item, Segment) for item in value.value)
+
+ if isinstance(value, list):
+ return all(isinstance(item, Segment) for item in value)
+
+ return False
else:
raise AssertionError("this statement should be unreachable.")
diff --git a/api/core/workflow/entities/__init__.py b/api/core/workflow/entities/__init__.py
index f4ce9052e0..be70e467a0 100644
--- a/api/core/workflow/entities/__init__.py
+++ b/api/core/workflow/entities/__init__.py
@@ -1,17 +1,11 @@
-from ..runtime.graph_runtime_state import GraphRuntimeState
-from ..runtime.variable_pool import VariablePool
from .agent import AgentNodeStrategyInit
from .graph_init_params import GraphInitParams
from .workflow_execution import WorkflowExecution
from .workflow_node_execution import WorkflowNodeExecution
-from .workflow_pause import WorkflowPauseEntity
__all__ = [
"AgentNodeStrategyInit",
"GraphInitParams",
- "GraphRuntimeState",
- "VariablePool",
"WorkflowExecution",
"WorkflowNodeExecution",
- "WorkflowPauseEntity",
]
diff --git a/api/core/workflow/entities/pause_reason.py b/api/core/workflow/entities/pause_reason.py
index 16ad3d639d..c6655b7eab 100644
--- a/api/core/workflow/entities/pause_reason.py
+++ b/api/core/workflow/entities/pause_reason.py
@@ -1,49 +1,26 @@
from enum import StrEnum, auto
-from typing import Annotated, Any, ClassVar, TypeAlias
+from typing import Annotated, Literal, TypeAlias
-from pydantic import BaseModel, Discriminator, Tag
+from pydantic import BaseModel, Field
-class _PauseReasonType(StrEnum):
+class PauseReasonType(StrEnum):
HUMAN_INPUT_REQUIRED = auto()
SCHEDULED_PAUSE = auto()
-class _PauseReasonBase(BaseModel):
- TYPE: ClassVar[_PauseReasonType]
+class HumanInputRequired(BaseModel):
+ TYPE: Literal[PauseReasonType.HUMAN_INPUT_REQUIRED] = PauseReasonType.HUMAN_INPUT_REQUIRED
+
+ form_id: str
+ # The identifier of the human input node causing the pause.
+ node_id: str
-class HumanInputRequired(_PauseReasonBase):
- TYPE = _PauseReasonType.HUMAN_INPUT_REQUIRED
-
-
-class SchedulingPause(_PauseReasonBase):
- TYPE = _PauseReasonType.SCHEDULED_PAUSE
+class SchedulingPause(BaseModel):
+ TYPE: Literal[PauseReasonType.SCHEDULED_PAUSE] = PauseReasonType.SCHEDULED_PAUSE
message: str
-def _get_pause_reason_discriminator(v: Any) -> _PauseReasonType | None:
- if isinstance(v, _PauseReasonBase):
- return v.TYPE
- elif isinstance(v, dict):
- reason_type_str = v.get("TYPE")
- if reason_type_str is None:
- return None
- try:
- reason_type = _PauseReasonType(reason_type_str)
- except ValueError:
- return None
- return reason_type
- else:
- # return None if the discriminator value isn't found
- return None
-
-
-PauseReason: TypeAlias = Annotated[
- (
- Annotated[HumanInputRequired, Tag(_PauseReasonType.HUMAN_INPUT_REQUIRED)]
- | Annotated[SchedulingPause, Tag(_PauseReasonType.SCHEDULED_PAUSE)]
- ),
- Discriminator(_get_pause_reason_discriminator),
-]
+PauseReason: TypeAlias = Annotated[HumanInputRequired | SchedulingPause, Field(discriminator="TYPE")]
diff --git a/api/core/workflow/graph_engine/domain/graph_execution.py b/api/core/workflow/graph_engine/domain/graph_execution.py
index 3d587d6691..9ca607458f 100644
--- a/api/core/workflow/graph_engine/domain/graph_execution.py
+++ b/api/core/workflow/graph_engine/domain/graph_execution.py
@@ -42,7 +42,7 @@ class GraphExecutionState(BaseModel):
completed: bool = Field(default=False)
aborted: bool = Field(default=False)
paused: bool = Field(default=False)
- pause_reason: PauseReason | None = Field(default=None)
+ pause_reasons: list[PauseReason] = Field(default_factory=list)
error: GraphExecutionErrorState | None = Field(default=None)
exceptions_count: int = Field(default=0)
node_executions: list[NodeExecutionState] = Field(default_factory=list[NodeExecutionState])
@@ -107,7 +107,7 @@ class GraphExecution:
completed: bool = False
aborted: bool = False
paused: bool = False
- pause_reason: PauseReason | None = None
+ pause_reasons: list[PauseReason] = field(default_factory=list)
error: Exception | None = None
node_executions: dict[str, NodeExecution] = field(default_factory=dict[str, NodeExecution])
exceptions_count: int = 0
@@ -137,10 +137,8 @@ class GraphExecution:
raise RuntimeError("Cannot pause execution that has completed")
if self.aborted:
raise RuntimeError("Cannot pause execution that has been aborted")
- if self.paused:
- return
self.paused = True
- self.pause_reason = reason
+ self.pause_reasons.append(reason)
def fail(self, error: Exception) -> None:
"""Mark the graph execution as failed."""
@@ -195,7 +193,7 @@ class GraphExecution:
completed=self.completed,
aborted=self.aborted,
paused=self.paused,
- pause_reason=self.pause_reason,
+ pause_reasons=self.pause_reasons,
error=_serialize_error(self.error),
exceptions_count=self.exceptions_count,
node_executions=node_states,
@@ -221,7 +219,7 @@ class GraphExecution:
self.completed = state.completed
self.aborted = state.aborted
self.paused = state.paused
- self.pause_reason = state.pause_reason
+ self.pause_reasons = state.pause_reasons
self.error = _deserialize_error(state.error)
self.exceptions_count = state.exceptions_count
self.node_executions = {
diff --git a/api/core/workflow/graph_engine/event_management/event_manager.py b/api/core/workflow/graph_engine/event_management/event_manager.py
index 689cf53cf0..71043b9a43 100644
--- a/api/core/workflow/graph_engine/event_management/event_manager.py
+++ b/api/core/workflow/graph_engine/event_management/event_manager.py
@@ -110,7 +110,13 @@ class EventManager:
"""
with self._lock.write_lock():
self._events.append(event)
- self._notify_layers(event)
+
+ # NOTE: `_notify_layers` is intentionally called outside the critical section
+ # to minimize lock contention and avoid blocking other readers or writers.
+ #
+ # The public `notify_layers` method also does not use a write lock,
+ # so protecting `_notify_layers` with a lock here is unnecessary.
+ self._notify_layers(event)
def _get_new_events(self, start_index: int) -> list[GraphEngineEvent]:
"""
diff --git a/api/core/workflow/graph_engine/graph_engine.py b/api/core/workflow/graph_engine/graph_engine.py
index 98e1a20044..a4b2df2a8c 100644
--- a/api/core/workflow/graph_engine/graph_engine.py
+++ b/api/core/workflow/graph_engine/graph_engine.py
@@ -232,7 +232,7 @@ class GraphEngine:
self._graph_execution.start()
else:
self._graph_execution.paused = False
- self._graph_execution.pause_reason = None
+ self._graph_execution.pause_reasons = []
start_event = GraphRunStartedEvent()
self._event_manager.notify_layers(start_event)
@@ -246,11 +246,11 @@ class GraphEngine:
# Handle completion
if self._graph_execution.is_paused:
- pause_reason = self._graph_execution.pause_reason
- assert pause_reason is not None, "pause_reason should not be None when execution is paused."
+ pause_reasons = self._graph_execution.pause_reasons
+ assert pause_reasons, "pause_reasons should not be empty when execution is paused."
# Ensure we have a valid PauseReason for the event
paused_event = GraphRunPausedEvent(
- reason=pause_reason,
+ reasons=pause_reasons,
outputs=self._graph_runtime_state.outputs,
)
self._event_manager.notify_layers(paused_event)
diff --git a/api/core/workflow/graph_events/graph.py b/api/core/workflow/graph_events/graph.py
index 9faafc3173..5d10a76c15 100644
--- a/api/core/workflow/graph_events/graph.py
+++ b/api/core/workflow/graph_events/graph.py
@@ -45,8 +45,7 @@ class GraphRunAbortedEvent(BaseGraphEvent):
class GraphRunPausedEvent(BaseGraphEvent):
"""Event emitted when a graph run is paused by user command."""
- # reason: str | None = Field(default=None, description="reason for pause")
- reason: PauseReason = Field(..., description="reason for pause")
+ reasons: list[PauseReason] = Field(description="reason for pause", default_factory=list)
outputs: dict[str, object] = Field(
default_factory=dict,
description="Outputs available to the client while the run is paused.",
diff --git a/api/core/workflow/nodes/human_input/human_input_node.py b/api/core/workflow/nodes/human_input/human_input_node.py
index 2d6d9760af..c0d64a060a 100644
--- a/api/core/workflow/nodes/human_input/human_input_node.py
+++ b/api/core/workflow/nodes/human_input/human_input_node.py
@@ -65,7 +65,8 @@ class HumanInputNode(Node):
return self._pause_generator()
def _pause_generator(self):
- yield PauseRequestedEvent(reason=HumanInputRequired())
+ # TODO(QuantumGhost): yield a real form id.
+ yield PauseRequestedEvent(reason=HumanInputRequired(form_id="test_form_id", node_id=self.id))
def _is_completion_ready(self) -> bool:
"""Determine whether all required inputs are satisfied."""
diff --git a/api/core/workflow/nodes/iteration/iteration_node.py b/api/core/workflow/nodes/iteration/iteration_node.py
index ce83352dcb..63e0932a98 100644
--- a/api/core/workflow/nodes/iteration/iteration_node.py
+++ b/api/core/workflow/nodes/iteration/iteration_node.py
@@ -237,8 +237,7 @@ class IterationNode(LLMUsageTrackingMixin, Node):
)
)
- # Update the total tokens from this iteration
- self.graph_runtime_state.total_tokens += graph_engine.graph_runtime_state.total_tokens
+ # Accumulate usage from this iteration
usage_accumulator[0] = self._merge_usage(
usage_accumulator[0], graph_engine.graph_runtime_state.llm_usage
)
@@ -265,7 +264,6 @@ class IterationNode(LLMUsageTrackingMixin, Node):
datetime,
list[GraphNodeEventBase],
object | None,
- int,
dict[str, VariableUnion],
LLMUsage,
]
@@ -292,7 +290,6 @@ class IterationNode(LLMUsageTrackingMixin, Node):
iter_start_at,
events,
output_value,
- tokens_used,
conversation_snapshot,
iteration_usage,
) = result
@@ -304,7 +301,6 @@ class IterationNode(LLMUsageTrackingMixin, Node):
yield from events
# Update tokens and timing
- self.graph_runtime_state.total_tokens += tokens_used
iter_run_map[str(index)] = (datetime.now(UTC).replace(tzinfo=None) - iter_start_at).total_seconds()
usage_accumulator[0] = self._merge_usage(usage_accumulator[0], iteration_usage)
@@ -336,7 +332,7 @@ class IterationNode(LLMUsageTrackingMixin, Node):
item: object,
flask_app: Flask,
context_vars: contextvars.Context,
- ) -> tuple[datetime, list[GraphNodeEventBase], object | None, int, dict[str, VariableUnion], LLMUsage]:
+ ) -> tuple[datetime, list[GraphNodeEventBase], object | None, dict[str, VariableUnion], LLMUsage]:
"""Execute a single iteration in parallel mode and return results."""
with preserve_flask_contexts(flask_app=flask_app, context_vars=context_vars):
iter_start_at = datetime.now(UTC).replace(tzinfo=None)
@@ -363,7 +359,6 @@ class IterationNode(LLMUsageTrackingMixin, Node):
iter_start_at,
events,
output_value,
- graph_engine.graph_runtime_state.total_tokens,
conversation_snapshot,
graph_engine.graph_runtime_state.llm_usage,
)
diff --git a/api/core/workflow/nodes/knowledge_retrieval/knowledge_retrieval_node.py b/api/core/workflow/nodes/knowledge_retrieval/knowledge_retrieval_node.py
index 4a63900527..e8ee44d5a9 100644
--- a/api/core/workflow/nodes/knowledge_retrieval/knowledge_retrieval_node.py
+++ b/api/core/workflow/nodes/knowledge_retrieval/knowledge_retrieval_node.py
@@ -6,8 +6,7 @@ from collections import defaultdict
from collections.abc import Mapping, Sequence
from typing import TYPE_CHECKING, Any, cast
-from sqlalchemy import Float, and_, func, or_, select, text
-from sqlalchemy import cast as sqlalchemy_cast
+from sqlalchemy import and_, func, literal, or_, select
from sqlalchemy.orm import sessionmaker
from core.app.app_config.entities import DatasetRetrieveConfigEntity
@@ -597,79 +596,79 @@ class KnowledgeRetrievalNode(LLMUsageTrackingMixin, Node):
if value is None and condition not in ("empty", "not empty"):
return filters
- key = f"{metadata_name}_{sequence}"
- key_value = f"{metadata_name}_{sequence}_value"
+ json_field = Document.doc_metadata[metadata_name].as_string()
+
match condition:
case "contains":
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} LIKE :{key_value}")).params(
- **{key: metadata_name, key_value: f"%{value}%"}
- )
- )
+ filters.append(json_field.like(f"%{value}%"))
+
case "not contains":
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} NOT LIKE :{key_value}")).params(
- **{key: metadata_name, key_value: f"%{value}%"}
- )
- )
+ filters.append(json_field.notlike(f"%{value}%"))
+
case "start with":
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} LIKE :{key_value}")).params(
- **{key: metadata_name, key_value: f"{value}%"}
- )
- )
+ filters.append(json_field.like(f"{value}%"))
+
case "end with":
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} LIKE :{key_value}")).params(
- **{key: metadata_name, key_value: f"%{value}"}
- )
- )
+ filters.append(json_field.like(f"%{value}"))
case "in":
if isinstance(value, str):
- escaped_values = [v.strip().replace("'", "''") for v in str(value).split(",")]
- escaped_value_str = ",".join(escaped_values)
+ value_list = [v.strip() for v in value.split(",") if v.strip()]
+ elif isinstance(value, (list, tuple)):
+ value_list = [str(v) for v in value if v is not None]
else:
- escaped_value_str = str(value)
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} = any(string_to_array(:{key_value},','))")).params(
- **{key: metadata_name, key_value: escaped_value_str}
- )
- )
+ value_list = [str(value)] if value is not None else []
+
+ if not value_list:
+ filters.append(literal(False))
+ else:
+ filters.append(json_field.in_(value_list))
+
case "not in":
if isinstance(value, str):
- escaped_values = [v.strip().replace("'", "''") for v in str(value).split(",")]
- escaped_value_str = ",".join(escaped_values)
+ value_list = [v.strip() for v in value.split(",") if v.strip()]
+ elif isinstance(value, (list, tuple)):
+ value_list = [str(v) for v in value if v is not None]
else:
- escaped_value_str = str(value)
- filters.append(
- (text(f"documents.doc_metadata ->> :{key} != all(string_to_array(:{key_value},','))")).params(
- **{key: metadata_name, key_value: escaped_value_str}
- )
- )
- case "=" | "is":
+ value_list = [str(value)] if value is not None else []
+
+ if not value_list:
+ filters.append(literal(True))
+ else:
+ filters.append(json_field.notin_(value_list))
+
+ case "is" | "=":
if isinstance(value, str):
- filters.append(Document.doc_metadata[metadata_name] == f'"{value}"')
- else:
- filters.append(sqlalchemy_cast(Document.doc_metadata[metadata_name].astext, Float) == value)
+ filters.append(json_field == value)
+ elif isinstance(value, (int, float)):
+ filters.append(Document.doc_metadata[metadata_name].as_float() == value)
+
case "is not" | "≠":
if isinstance(value, str):
- filters.append(Document.doc_metadata[metadata_name] != f'"{value}"')
- else:
- filters.append(sqlalchemy_cast(Document.doc_metadata[metadata_name].astext, Float) != value)
+ filters.append(json_field != value)
+ elif isinstance(value, (int, float)):
+ filters.append(Document.doc_metadata[metadata_name].as_float() != value)
+
case "empty":
filters.append(Document.doc_metadata[metadata_name].is_(None))
+
case "not empty":
filters.append(Document.doc_metadata[metadata_name].isnot(None))
+
case "before" | "<":
- filters.append(sqlalchemy_cast(Document.doc_metadata[metadata_name].astext, Float) < value)
+ filters.append(Document.doc_metadata[metadata_name].as_float() < value)
+
case "after" | ">":
- filters.append(sqlalchemy_cast(Document.doc_metadata[metadata_name].astext, Float) > value)
+ filters.append(Document.doc_metadata[metadata_name].as_float() > value)
+
case "≤" | "<=":
- filters.append(sqlalchemy_cast(Document.doc_metadata[metadata_name].astext, Float) <= value)
+ filters.append(Document.doc_metadata[metadata_name].as_float() <= value)
+
case "≥" | ">=":
- filters.append(sqlalchemy_cast(Document.doc_metadata[metadata_name].astext, Float) >= value)
+ filters.append(Document.doc_metadata[metadata_name].as_float() >= value)
+
case _:
pass
+
return filters
@classmethod
diff --git a/api/core/workflow/nodes/list_operator/node.py b/api/core/workflow/nodes/list_operator/node.py
index 180eb2ad90..54f3ef8a54 100644
--- a/api/core/workflow/nodes/list_operator/node.py
+++ b/api/core/workflow/nodes/list_operator/node.py
@@ -229,6 +229,8 @@ def _get_file_extract_string_func(*, key: str) -> Callable[[File], str]:
return lambda x: x.transfer_method
case "url":
return lambda x: x.remote_url or ""
+ case "related_id":
+ return lambda x: x.related_id or ""
case _:
raise InvalidKeyError(f"Invalid key: {key}")
@@ -299,7 +301,7 @@ def _get_boolean_filter_func(*, condition: FilterOperator, value: bool) -> Calla
def _get_file_filter_func(*, key: str, condition: str, value: str | Sequence[str]) -> Callable[[File], bool]:
extract_func: Callable[[File], Any]
- if key in {"name", "extension", "mime_type", "url"} and isinstance(value, str):
+ if key in {"name", "extension", "mime_type", "url", "related_id"} and isinstance(value, str):
extract_func = _get_file_extract_string_func(key=key)
return lambda x: _get_string_filter_func(condition=condition, value=value)(extract_func(x))
if key in {"type", "transfer_method"}:
@@ -358,7 +360,7 @@ def _ge(value: int | float) -> Callable[[int | float], bool]:
def _order_file(*, order: Order, order_by: str = "", array: Sequence[File]):
extract_func: Callable[[File], Any]
- if order_by in {"name", "type", "extension", "mime_type", "transfer_method", "url"}:
+ if order_by in {"name", "type", "extension", "mime_type", "transfer_method", "url", "related_id"}:
extract_func = _get_file_extract_string_func(key=order_by)
return sorted(array, key=lambda x: extract_func(x), reverse=order == Order.DESC)
elif order_by == "size":
diff --git a/api/core/workflow/nodes/loop/loop_node.py b/api/core/workflow/nodes/loop/loop_node.py
index ca39e5aa23..60baed1ed5 100644
--- a/api/core/workflow/nodes/loop/loop_node.py
+++ b/api/core/workflow/nodes/loop/loop_node.py
@@ -140,7 +140,6 @@ class LoopNode(LLMUsageTrackingMixin, Node):
if reach_break_condition:
loop_count = 0
- cost_tokens = 0
for i in range(loop_count):
graph_engine = self._create_graph_engine(start_at=start_at, root_node_id=root_node_id)
@@ -163,9 +162,6 @@ class LoopNode(LLMUsageTrackingMixin, Node):
# For other outputs, just update
self.graph_runtime_state.set_output(key, value)
- # Update the total tokens from this iteration
- cost_tokens += graph_engine.graph_runtime_state.total_tokens
-
# Accumulate usage from the sub-graph execution
loop_usage = self._merge_usage(loop_usage, graph_engine.graph_runtime_state.llm_usage)
@@ -194,7 +190,6 @@ class LoopNode(LLMUsageTrackingMixin, Node):
pre_loop_output=self._node_data.outputs,
)
- self.graph_runtime_state.total_tokens += cost_tokens
self._accumulate_usage(loop_usage)
# Loop completed successfully
yield LoopSucceededEvent(
diff --git a/api/core/workflow/nodes/tool/tool_node.py b/api/core/workflow/nodes/tool/tool_node.py
index 799ad9b92f..4f8dcb92ba 100644
--- a/api/core/workflow/nodes/tool/tool_node.py
+++ b/api/core/workflow/nodes/tool/tool_node.py
@@ -329,7 +329,15 @@ class ToolNode(Node):
json.append(message.message.json_object)
elif message.type == ToolInvokeMessage.MessageType.LINK:
assert isinstance(message.message, ToolInvokeMessage.TextMessage)
- stream_text = f"Link: {message.message.text}\n"
+
+ # Check if this LINK message is a file link
+ file_obj = (message.meta or {}).get("file")
+ if isinstance(file_obj, File):
+ files.append(file_obj)
+ stream_text = f"File: {message.message.text}\n"
+ else:
+ stream_text = f"Link: {message.message.text}\n"
+
text += stream_text
yield StreamChunkEvent(
selector=[node_id, "text"],
diff --git a/api/core/workflow/runtime/graph_runtime_state.py b/api/core/workflow/runtime/graph_runtime_state.py
index 4c322c6aa6..1561b789df 100644
--- a/api/core/workflow/runtime/graph_runtime_state.py
+++ b/api/core/workflow/runtime/graph_runtime_state.py
@@ -3,7 +3,6 @@ from __future__ import annotations
import importlib
import json
from collections.abc import Mapping, Sequence
-from collections.abc import Mapping as TypingMapping
from copy import deepcopy
from dataclasses import dataclass
from typing import Any, Protocol
@@ -11,6 +10,7 @@ from typing import Any, Protocol
from pydantic.json import pydantic_encoder
from core.model_runtime.entities.llm_entities import LLMUsage
+from core.workflow.entities.pause_reason import PauseReason
from core.workflow.runtime.variable_pool import VariablePool
@@ -47,7 +47,11 @@ class ReadyQueueProtocol(Protocol):
class GraphExecutionProtocol(Protocol):
- """Structural interface for graph execution aggregate."""
+ """Structural interface for graph execution aggregate.
+
+ Defines the minimal set of attributes and methods required from a GraphExecution entity
+ for runtime orchestration and state management.
+ """
workflow_id: str
started: bool
@@ -55,6 +59,7 @@ class GraphExecutionProtocol(Protocol):
aborted: bool
error: Exception | None
exceptions_count: int
+ pause_reasons: list[PauseReason]
def start(self) -> None:
"""Transition execution into the running state."""
@@ -100,8 +105,8 @@ class ResponseStreamCoordinatorProtocol(Protocol):
class GraphProtocol(Protocol):
"""Structural interface required from graph instances attached to the runtime state."""
- nodes: TypingMapping[str, object]
- edges: TypingMapping[str, object]
+ nodes: Mapping[str, object]
+ edges: Mapping[str, object]
root_node: object
def get_outgoing_edges(self, node_id: str) -> Sequence[object]: ...
diff --git a/api/core/workflow/utils/condition/processor.py b/api/core/workflow/utils/condition/processor.py
index 650a44c681..c6070b83b8 100644
--- a/api/core/workflow/utils/condition/processor.py
+++ b/api/core/workflow/utils/condition/processor.py
@@ -265,6 +265,45 @@ def _assert_not_empty(*, value: object) -> bool:
return False
+def _normalize_numeric_values(value: int | float, expected: object) -> tuple[int | float, int | float]:
+ """
+ Normalize value and expected to compatible numeric types for comparison.
+
+ Args:
+ value: The actual numeric value (int or float)
+ expected: The expected value (int, float, or str)
+
+ Returns:
+ A tuple of (normalized_value, normalized_expected) with compatible types
+
+ Raises:
+ ValueError: If expected cannot be converted to a number
+ """
+ if not isinstance(expected, (int, float, str)):
+ raise ValueError(f"Cannot convert {type(expected)} to number")
+
+ # Convert expected to appropriate numeric type
+ if isinstance(expected, str):
+ # Try to convert to float first to handle decimal strings
+ try:
+ expected_float = float(expected)
+ except ValueError as e:
+ raise ValueError(f"Cannot convert '{expected}' to number") from e
+
+ # If value is int and expected is a whole number, keep as int comparison
+ if isinstance(value, int) and expected_float.is_integer():
+ return value, int(expected_float)
+ else:
+ # Otherwise convert value to float for comparison
+ return float(value) if isinstance(value, int) else value, expected_float
+ elif isinstance(expected, float):
+ # If expected is already float, convert int value to float
+ return float(value) if isinstance(value, int) else value, expected
+ else:
+ # expected is int
+ return value, expected
+
+
def _assert_equal(*, value: object, expected: object) -> bool:
if value is None:
return False
@@ -324,18 +363,8 @@ def _assert_greater_than(*, value: object, expected: object) -> bool:
if not isinstance(value, (int, float)):
raise ValueError("Invalid actual value type: number")
- if isinstance(value, int):
- if not isinstance(expected, (int, float, str)):
- raise ValueError(f"Cannot convert {type(expected)} to int")
- expected = int(expected)
- else:
- if not isinstance(expected, (int, float, str)):
- raise ValueError(f"Cannot convert {type(expected)} to float")
- expected = float(expected)
-
- if value <= expected:
- return False
- return True
+ value, expected = _normalize_numeric_values(value, expected)
+ return value > expected
def _assert_less_than(*, value: object, expected: object) -> bool:
@@ -345,18 +374,8 @@ def _assert_less_than(*, value: object, expected: object) -> bool:
if not isinstance(value, (int, float)):
raise ValueError("Invalid actual value type: number")
- if isinstance(value, int):
- if not isinstance(expected, (int, float, str)):
- raise ValueError(f"Cannot convert {type(expected)} to int")
- expected = int(expected)
- else:
- if not isinstance(expected, (int, float, str)):
- raise ValueError(f"Cannot convert {type(expected)} to float")
- expected = float(expected)
-
- if value >= expected:
- return False
- return True
+ value, expected = _normalize_numeric_values(value, expected)
+ return value < expected
def _assert_greater_than_or_equal(*, value: object, expected: object) -> bool:
@@ -366,18 +385,8 @@ def _assert_greater_than_or_equal(*, value: object, expected: object) -> bool:
if not isinstance(value, (int, float)):
raise ValueError("Invalid actual value type: number")
- if isinstance(value, int):
- if not isinstance(expected, (int, float, str)):
- raise ValueError(f"Cannot convert {type(expected)} to int")
- expected = int(expected)
- else:
- if not isinstance(expected, (int, float, str)):
- raise ValueError(f"Cannot convert {type(expected)} to float")
- expected = float(expected)
-
- if value < expected:
- return False
- return True
+ value, expected = _normalize_numeric_values(value, expected)
+ return value >= expected
def _assert_less_than_or_equal(*, value: object, expected: object) -> bool:
@@ -387,18 +396,8 @@ def _assert_less_than_or_equal(*, value: object, expected: object) -> bool:
if not isinstance(value, (int, float)):
raise ValueError("Invalid actual value type: number")
- if isinstance(value, int):
- if not isinstance(expected, (int, float, str)):
- raise ValueError(f"Cannot convert {type(expected)} to int")
- expected = int(expected)
- else:
- if not isinstance(expected, (int, float, str)):
- raise ValueError(f"Cannot convert {type(expected)} to float")
- expected = float(expected)
-
- if value > expected:
- return False
- return True
+ value, expected = _normalize_numeric_values(value, expected)
+ return value <= expected
def _assert_null(*, value: object) -> bool:
diff --git a/api/core/workflow/workflow_entry.py b/api/core/workflow/workflow_entry.py
index 742c42ec2b..a6c6784e39 100644
--- a/api/core/workflow/workflow_entry.py
+++ b/api/core/workflow/workflow_entry.py
@@ -421,4 +421,10 @@ class WorkflowEntry:
if len(variable_key_list) == 2 and variable_key_list[0] == "structured_output":
input_value = {variable_key_list[1]: input_value}
variable_key_list = variable_key_list[0:1]
+
+ # Support for a single node to reference multiple structured_output variables
+ current_variable = variable_pool.get([variable_node_id] + variable_key_list)
+ if current_variable and isinstance(current_variable.value, dict):
+ input_value = current_variable.value | input_value
+
variable_pool.add([variable_node_id] + variable_key_list, input_value)
diff --git a/api/enums/quota_type.py b/api/enums/quota_type.py
new file mode 100644
index 0000000000..9f511b88ef
--- /dev/null
+++ b/api/enums/quota_type.py
@@ -0,0 +1,209 @@
+import logging
+from dataclasses import dataclass
+from enum import StrEnum, auto
+
+logger = logging.getLogger(__name__)
+
+
+@dataclass
+class QuotaCharge:
+ """
+ Result of a quota consumption operation.
+
+ Attributes:
+ success: Whether the quota charge succeeded
+ charge_id: UUID for refund, or None if failed/disabled
+ """
+
+ success: bool
+ charge_id: str | None
+ _quota_type: "QuotaType"
+
+ def refund(self) -> None:
+ """
+ Refund this quota charge.
+
+ Safe to call even if charge failed or was disabled.
+ This method guarantees no exceptions will be raised.
+ """
+ if self.charge_id:
+ self._quota_type.refund(self.charge_id)
+ logger.info("Refunded quota for %s with charge_id: %s", self._quota_type.value, self.charge_id)
+
+
+class QuotaType(StrEnum):
+ """
+ Supported quota types for tenant feature usage.
+
+ Add additional types here whenever new billable features become available.
+ """
+
+ # Trigger execution quota
+ TRIGGER = auto()
+
+ # Workflow execution quota
+ WORKFLOW = auto()
+
+ UNLIMITED = auto()
+
+ @property
+ def billing_key(self) -> str:
+ """
+ Get the billing key for the feature.
+ """
+ match self:
+ case QuotaType.TRIGGER:
+ return "trigger_event"
+ case QuotaType.WORKFLOW:
+ return "api_rate_limit"
+ case _:
+ raise ValueError(f"Invalid quota type: {self}")
+
+ def consume(self, tenant_id: str, amount: int = 1) -> QuotaCharge:
+ """
+ Consume quota for the feature.
+
+ Args:
+ tenant_id: The tenant identifier
+ amount: Amount to consume (default: 1)
+
+ Returns:
+ QuotaCharge with success status and charge_id for refund
+
+ Raises:
+ QuotaExceededError: When quota is insufficient
+ """
+ from configs import dify_config
+ from services.billing_service import BillingService
+ from services.errors.app import QuotaExceededError
+
+ if not dify_config.BILLING_ENABLED:
+ logger.debug("Billing disabled, allowing request for %s", tenant_id)
+ return QuotaCharge(success=True, charge_id=None, _quota_type=self)
+
+ logger.info("Consuming %d %s quota for tenant %s", amount, self.value, tenant_id)
+
+ if amount <= 0:
+ raise ValueError("Amount to consume must be greater than 0")
+
+ try:
+ response = BillingService.update_tenant_feature_plan_usage(tenant_id, self.billing_key, delta=amount)
+
+ if response.get("result") != "success":
+ logger.warning(
+ "Failed to consume quota for %s, feature %s details: %s",
+ tenant_id,
+ self.value,
+ response.get("detail"),
+ )
+ raise QuotaExceededError(feature=self.value, tenant_id=tenant_id, required=amount)
+
+ charge_id = response.get("history_id")
+ logger.debug(
+ "Successfully consumed %d %s quota for tenant %s, charge_id: %s",
+ amount,
+ self.value,
+ tenant_id,
+ charge_id,
+ )
+ return QuotaCharge(success=True, charge_id=charge_id, _quota_type=self)
+
+ except QuotaExceededError:
+ raise
+ except Exception:
+ # fail-safe: allow request on billing errors
+ logger.exception("Failed to consume quota for %s, feature %s", tenant_id, self.value)
+ return unlimited()
+
+ def check(self, tenant_id: str, amount: int = 1) -> bool:
+ """
+ Check if tenant has sufficient quota without consuming.
+
+ Args:
+ tenant_id: The tenant identifier
+ amount: Amount to check (default: 1)
+
+ Returns:
+ True if quota is sufficient, False otherwise
+ """
+ from configs import dify_config
+
+ if not dify_config.BILLING_ENABLED:
+ return True
+
+ if amount <= 0:
+ raise ValueError("Amount to check must be greater than 0")
+
+ try:
+ remaining = self.get_remaining(tenant_id)
+ return remaining >= amount if remaining != -1 else True
+ except Exception:
+ logger.exception("Failed to check quota for %s, feature %s", tenant_id, self.value)
+ # fail-safe: allow request on billing errors
+ return True
+
+ def refund(self, charge_id: str) -> None:
+ """
+ Refund quota using charge_id from consume().
+
+ This method guarantees no exceptions will be raised.
+ All errors are logged but silently handled.
+
+ Args:
+ charge_id: The UUID returned from consume()
+ """
+ try:
+ from configs import dify_config
+ from services.billing_service import BillingService
+
+ if not dify_config.BILLING_ENABLED:
+ return
+
+ if not charge_id:
+ logger.warning("Cannot refund: charge_id is empty")
+ return
+
+ logger.info("Refunding %s quota with charge_id: %s", self.value, charge_id)
+
+ response = BillingService.refund_tenant_feature_plan_usage(charge_id)
+ if response.get("result") == "success":
+ logger.debug("Successfully refunded %s quota, charge_id: %s", self.value, charge_id)
+ else:
+ logger.warning("Refund failed for charge_id: %s", charge_id)
+
+ except Exception:
+ # Catch ALL exceptions - refund must never fail
+ logger.exception("Failed to refund quota for charge_id: %s", charge_id)
+ # Don't raise - refund is best-effort and must be silent
+
+ def get_remaining(self, tenant_id: str) -> int:
+ """
+ Get remaining quota for the tenant.
+
+ Args:
+ tenant_id: The tenant identifier
+
+ Returns:
+ Remaining quota amount
+ """
+ from services.billing_service import BillingService
+
+ try:
+ usage_info = BillingService.get_tenant_feature_plan_usage(tenant_id, self.billing_key)
+ # Assuming the API returns a dict with 'remaining' or 'limit' and 'used'
+ if isinstance(usage_info, dict):
+ return usage_info.get("remaining", 0)
+ # If it returns a simple number, treat it as remaining
+ return int(usage_info) if usage_info else 0
+ except Exception:
+ logger.exception("Failed to get remaining quota for %s, feature %s", tenant_id, self.value)
+ return -1
+
+
+def unlimited() -> QuotaCharge:
+ """
+ Return a quota charge for unlimited quota.
+
+ This is useful for features that are not subject to quota limits, such as the UNLIMITED quota type.
+ """
+ return QuotaCharge(success=True, charge_id=None, _quota_type=QuotaType.UNLIMITED)
diff --git a/api/extensions/ext_redis.py b/api/extensions/ext_redis.py
index 487917b2a7..588fbae285 100644
--- a/api/extensions/ext_redis.py
+++ b/api/extensions/ext_redis.py
@@ -10,7 +10,6 @@ from redis import RedisError
from redis.cache import CacheConfig
from redis.cluster import ClusterNode, RedisCluster
from redis.connection import Connection, SSLConnection
-from redis.lock import Lock
from redis.sentinel import Sentinel
from configs import dify_config
diff --git a/api/extensions/ext_storage.py b/api/extensions/ext_storage.py
index a609f13dbc..6df0879694 100644
--- a/api/extensions/ext_storage.py
+++ b/api/extensions/ext_storage.py
@@ -112,7 +112,7 @@ class Storage:
def exists(self, filename):
return self.storage_runner.exists(filename)
- def delete(self, filename):
+ def delete(self, filename: str):
return self.storage_runner.delete(filename)
def scan(self, path: str, files: bool = True, directories: bool = False) -> list[str]:
diff --git a/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py b/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py
index 1cabc57e74..c1608f58a5 100644
--- a/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py
+++ b/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py
@@ -45,7 +45,6 @@ class ClickZettaVolumeConfig(BaseModel):
This method will first try to use CLICKZETTA_VOLUME_* environment variables,
then fall back to CLICKZETTA_* environment variables (for vector DB config).
"""
- import os
# Helper function to get environment variable with fallback
def get_env_with_fallback(volume_key: str, fallback_key: str, default: str | None = None) -> str:
diff --git a/api/factories/file_factory.py b/api/factories/file_factory.py
index 2316e45179..737a79f2b0 100644
--- a/api/factories/file_factory.py
+++ b/api/factories/file_factory.py
@@ -1,5 +1,6 @@
import mimetypes
import os
+import re
import urllib.parse
import uuid
from collections.abc import Callable, Mapping, Sequence
@@ -268,15 +269,47 @@ def _build_from_remote_url(
def _extract_filename(url_path: str, content_disposition: str | None) -> str | None:
- filename = None
+ filename: str | None = None
# Try to extract from Content-Disposition header first
if content_disposition:
- _, params = parse_options_header(content_disposition)
- # RFC 5987 https://datatracker.ietf.org/doc/html/rfc5987: filename* takes precedence over filename
- filename = params.get("filename*") or params.get("filename")
+ # Manually extract filename* parameter since parse_options_header doesn't support it
+ filename_star_match = re.search(r"filename\*=([^;]+)", content_disposition)
+ if filename_star_match:
+ raw_star = filename_star_match.group(1).strip()
+ # Remove trailing quotes if present
+ raw_star = raw_star.removesuffix('"')
+ # format: charset'lang'value
+ try:
+ parts = raw_star.split("'", 2)
+ charset = (parts[0] or "utf-8").lower() if len(parts) >= 1 else "utf-8"
+ value = parts[2] if len(parts) == 3 else parts[-1]
+ filename = urllib.parse.unquote(value, encoding=charset, errors="replace")
+ except Exception:
+ # Fallback: try to extract value after the last single quote
+ if "''" in raw_star:
+ filename = urllib.parse.unquote(raw_star.split("''")[-1])
+ else:
+ filename = urllib.parse.unquote(raw_star)
+
+ if not filename:
+ # Fallback to regular filename parameter
+ _, params = parse_options_header(content_disposition)
+ raw = params.get("filename")
+ if raw:
+ # Strip surrounding quotes and percent-decode if present
+ if len(raw) >= 2 and raw[0] == raw[-1] == '"':
+ raw = raw[1:-1]
+ filename = urllib.parse.unquote(raw)
# Fallback to URL path if no filename from header
if not filename:
- filename = os.path.basename(url_path)
+ candidate = os.path.basename(url_path)
+ filename = urllib.parse.unquote(candidate) if candidate else None
+ # Defense-in-depth: ensure basename only
+ if filename:
+ filename = os.path.basename(filename)
+ # Return None if filename is empty or only whitespace
+ if not filename or not filename.strip():
+ filename = None
return filename or None
diff --git a/api/fields/dataset_fields.py b/api/fields/dataset_fields.py
index 73002b6736..89c4d8fba9 100644
--- a/api/fields/dataset_fields.py
+++ b/api/fields/dataset_fields.py
@@ -75,6 +75,7 @@ dataset_detail_fields = {
"document_count": fields.Integer,
"word_count": fields.Integer,
"created_by": fields.String,
+ "author_name": fields.String,
"created_at": TimestampField,
"updated_by": fields.String,
"updated_at": TimestampField,
diff --git a/api/libs/broadcast_channel/redis/__init__.py b/api/libs/broadcast_channel/redis/__init__.py
index 138fef5c5f..f92c94f736 100644
--- a/api/libs/broadcast_channel/redis/__init__.py
+++ b/api/libs/broadcast_channel/redis/__init__.py
@@ -1,3 +1,4 @@
from .channel import BroadcastChannel
+from .sharded_channel import ShardedRedisBroadcastChannel
-__all__ = ["BroadcastChannel"]
+__all__ = ["BroadcastChannel", "ShardedRedisBroadcastChannel"]
diff --git a/api/libs/broadcast_channel/redis/_subscription.py b/api/libs/broadcast_channel/redis/_subscription.py
new file mode 100644
index 0000000000..7d4b8e63ca
--- /dev/null
+++ b/api/libs/broadcast_channel/redis/_subscription.py
@@ -0,0 +1,227 @@
+import logging
+import queue
+import threading
+import types
+from collections.abc import Generator, Iterator
+from typing import Self
+
+from libs.broadcast_channel.channel import Subscription
+from libs.broadcast_channel.exc import SubscriptionClosedError
+from redis.client import PubSub
+
+_logger = logging.getLogger(__name__)
+
+
+class RedisSubscriptionBase(Subscription):
+ """Base class for Redis pub/sub subscriptions with common functionality.
+
+ This class provides shared functionality for both regular and sharded
+ Redis pub/sub subscriptions, reducing code duplication and improving
+ maintainability.
+ """
+
+ def __init__(
+ self,
+ pubsub: PubSub,
+ topic: str,
+ ):
+ # The _pubsub is None only if the subscription is closed.
+ self._pubsub: PubSub | None = pubsub
+ self._topic = topic
+ self._closed = threading.Event()
+ self._queue: queue.Queue[bytes] = queue.Queue(maxsize=1024)
+ self._dropped_count = 0
+ self._listener_thread: threading.Thread | None = None
+ self._start_lock = threading.Lock()
+ self._started = False
+
+ def _start_if_needed(self) -> None:
+ """Start the subscription if not already started."""
+ with self._start_lock:
+ if self._started:
+ return
+ if self._closed.is_set():
+ raise SubscriptionClosedError(f"The Redis {self._get_subscription_type()} subscription is closed")
+ if self._pubsub is None:
+ raise SubscriptionClosedError(
+ f"The Redis {self._get_subscription_type()} subscription has been cleaned up"
+ )
+
+ self._subscribe()
+ _logger.debug("Subscribed to %s channel %s", self._get_subscription_type(), self._topic)
+
+ self._listener_thread = threading.Thread(
+ target=self._listen,
+ name=f"redis-{self._get_subscription_type().replace(' ', '-')}-broadcast-{self._topic}",
+ daemon=True,
+ )
+ self._listener_thread.start()
+ self._started = True
+
+ def _listen(self) -> None:
+ """Main listener loop for processing messages."""
+ pubsub = self._pubsub
+ assert pubsub is not None, "PubSub should not be None while starting listening."
+ while not self._closed.is_set():
+ try:
+ raw_message = self._get_message()
+ except Exception as e:
+ # Log the exception and exit the listener thread gracefully
+ # This handles Redis connection errors and other exceptions
+ _logger.error(
+ "Error getting message from Redis %s subscription, topic=%s: %s",
+ self._get_subscription_type(),
+ self._topic,
+ e,
+ exc_info=True,
+ )
+ break
+
+ if raw_message is None:
+ continue
+
+ if raw_message.get("type") != self._get_message_type():
+ continue
+
+ channel_field = raw_message.get("channel")
+ if isinstance(channel_field, bytes):
+ channel_name = channel_field.decode("utf-8")
+ elif isinstance(channel_field, str):
+ channel_name = channel_field
+ else:
+ channel_name = str(channel_field)
+
+ if channel_name != self._topic:
+ _logger.warning(
+ "Ignoring %s message from unexpected channel %s", self._get_subscription_type(), channel_name
+ )
+ continue
+
+ payload_bytes: bytes | None = raw_message.get("data")
+ if not isinstance(payload_bytes, bytes):
+ _logger.error(
+ "Received invalid data from %s channel %s, type=%s",
+ self._get_subscription_type(),
+ self._topic,
+ type(payload_bytes),
+ )
+ continue
+
+ self._enqueue_message(payload_bytes)
+
+ _logger.debug("%s listener thread stopped for channel %s", self._get_subscription_type().title(), self._topic)
+ try:
+ self._unsubscribe()
+ pubsub.close()
+ _logger.debug("%s PubSub closed for topic %s", self._get_subscription_type().title(), self._topic)
+ except Exception as e:
+ _logger.error(
+ "Error during cleanup of Redis %s subscription, topic=%s: %s",
+ self._get_subscription_type(),
+ self._topic,
+ e,
+ exc_info=True,
+ )
+ finally:
+ self._pubsub = None
+
+ def _enqueue_message(self, payload: bytes) -> None:
+ """Enqueue a message to the internal queue with dropping behavior."""
+ while not self._closed.is_set():
+ try:
+ self._queue.put_nowait(payload)
+ return
+ except queue.Full:
+ try:
+ self._queue.get_nowait()
+ self._dropped_count += 1
+ _logger.debug(
+ "Dropped message from Redis %s subscription, topic=%s, total_dropped=%d",
+ self._get_subscription_type(),
+ self._topic,
+ self._dropped_count,
+ )
+ except queue.Empty:
+ continue
+ return
+
+ def _message_iterator(self) -> Generator[bytes, None, None]:
+ """Iterator for consuming messages from the subscription."""
+ while not self._closed.is_set():
+ try:
+ item = self._queue.get(timeout=0.1)
+ except queue.Empty:
+ continue
+
+ yield item
+
+ def __iter__(self) -> Iterator[bytes]:
+ """Return an iterator over messages from the subscription."""
+ if self._closed.is_set():
+ raise SubscriptionClosedError(f"The Redis {self._get_subscription_type()} subscription is closed")
+ self._start_if_needed()
+ return iter(self._message_iterator())
+
+ def receive(self, timeout: float | None = None) -> bytes | None:
+ """Receive the next message from the subscription."""
+ if self._closed.is_set():
+ raise SubscriptionClosedError(f"The Redis {self._get_subscription_type()} subscription is closed")
+ self._start_if_needed()
+
+ try:
+ item = self._queue.get(timeout=timeout)
+ except queue.Empty:
+ return None
+
+ return item
+
+ def __enter__(self) -> Self:
+ """Context manager entry point."""
+ self._start_if_needed()
+ return self
+
+ def __exit__(
+ self,
+ exc_type: type[BaseException] | None,
+ exc_value: BaseException | None,
+ traceback: types.TracebackType | None,
+ ) -> bool | None:
+ """Context manager exit point."""
+ self.close()
+ return None
+
+ def close(self) -> None:
+ """Close the subscription and clean up resources."""
+ if self._closed.is_set():
+ return
+
+ self._closed.set()
+ # NOTE: PubSub is not thread-safe. More specifically, the `PubSub.close` method and the
+ # message retrieval method should NOT be called concurrently.
+ #
+ # Due to the restriction above, the PubSub cleanup logic happens inside the consumer thread.
+ listener = self._listener_thread
+ if listener is not None:
+ listener.join(timeout=1.0)
+ self._listener_thread = None
+
+ # Abstract methods to be implemented by subclasses
+ def _get_subscription_type(self) -> str:
+ """Return the subscription type (e.g., 'regular' or 'sharded')."""
+ raise NotImplementedError
+
+ def _subscribe(self) -> None:
+ """Subscribe to the Redis topic using the appropriate command."""
+ raise NotImplementedError
+
+ def _unsubscribe(self) -> None:
+ """Unsubscribe from the Redis topic using the appropriate command."""
+ raise NotImplementedError
+
+ def _get_message(self) -> dict | None:
+ """Get a message from Redis using the appropriate method."""
+ raise NotImplementedError
+
+ def _get_message_type(self) -> str:
+ """Return the expected message type (e.g., 'message' or 'smessage')."""
+ raise NotImplementedError
diff --git a/api/libs/broadcast_channel/redis/channel.py b/api/libs/broadcast_channel/redis/channel.py
index e6b32345be..1fc3db8156 100644
--- a/api/libs/broadcast_channel/redis/channel.py
+++ b/api/libs/broadcast_channel/redis/channel.py
@@ -1,24 +1,15 @@
-import logging
-import queue
-import threading
-import types
-from collections.abc import Generator, Iterator
-from typing import Self
-
from libs.broadcast_channel.channel import Producer, Subscriber, Subscription
-from libs.broadcast_channel.exc import SubscriptionClosedError
from redis import Redis
-from redis.client import PubSub
-_logger = logging.getLogger(__name__)
+from ._subscription import RedisSubscriptionBase
class BroadcastChannel:
"""
- Redis Pub/Sub based broadcast channel implementation.
+ Redis Pub/Sub based broadcast channel implementation (regular, non-sharded).
- Provides "at most once" delivery semantics for messages published to channels.
- Uses Redis PUBLISH/SUBSCRIBE commands for real-time message delivery.
+ Provides "at most once" delivery semantics for messages published to channels
+ using Redis PUBLISH/SUBSCRIBE commands for real-time message delivery.
The `redis_client` used to construct BroadcastChannel should have `decode_responses` set to `False`.
"""
@@ -54,147 +45,23 @@ class Topic:
)
-class _RedisSubscription(Subscription):
- def __init__(
- self,
- pubsub: PubSub,
- topic: str,
- ):
- # The _pubsub is None only if the subscription is closed.
- self._pubsub: PubSub | None = pubsub
- self._topic = topic
- self._closed = threading.Event()
- self._queue: queue.Queue[bytes] = queue.Queue(maxsize=1024)
- self._dropped_count = 0
- self._listener_thread: threading.Thread | None = None
- self._start_lock = threading.Lock()
- self._started = False
+class _RedisSubscription(RedisSubscriptionBase):
+ """Regular Redis pub/sub subscription implementation."""
- def _start_if_needed(self) -> None:
- with self._start_lock:
- if self._started:
- return
- if self._closed.is_set():
- raise SubscriptionClosedError("The Redis subscription is closed")
- if self._pubsub is None:
- raise SubscriptionClosedError("The Redis subscription has been cleaned up")
+ def _get_subscription_type(self) -> str:
+ return "regular"
- self._pubsub.subscribe(self._topic)
- _logger.debug("Subscribed to channel %s", self._topic)
+ def _subscribe(self) -> None:
+ assert self._pubsub is not None
+ self._pubsub.subscribe(self._topic)
- self._listener_thread = threading.Thread(
- target=self._listen,
- name=f"redis-broadcast-{self._topic}",
- daemon=True,
- )
- self._listener_thread.start()
- self._started = True
+ def _unsubscribe(self) -> None:
+ assert self._pubsub is not None
+ self._pubsub.unsubscribe(self._topic)
- def _listen(self) -> None:
- pubsub = self._pubsub
- assert pubsub is not None, "PubSub should not be None while starting listening."
- while not self._closed.is_set():
- raw_message = pubsub.get_message(ignore_subscribe_messages=True, timeout=0.1)
+ def _get_message(self) -> dict | None:
+ assert self._pubsub is not None
+ return self._pubsub.get_message(ignore_subscribe_messages=True, timeout=0.1)
- if raw_message is None:
- continue
-
- if raw_message.get("type") != "message":
- continue
-
- channel_field = raw_message.get("channel")
- if isinstance(channel_field, bytes):
- channel_name = channel_field.decode("utf-8")
- elif isinstance(channel_field, str):
- channel_name = channel_field
- else:
- channel_name = str(channel_field)
-
- if channel_name != self._topic:
- _logger.warning("Ignoring message from unexpected channel %s", channel_name)
- continue
-
- payload_bytes: bytes | None = raw_message.get("data")
- if not isinstance(payload_bytes, bytes):
- _logger.error("Received invalid data from channel %s, type=%s", self._topic, type(payload_bytes))
- continue
-
- self._enqueue_message(payload_bytes)
-
- _logger.debug("Listener thread stopped for channel %s", self._topic)
- pubsub.unsubscribe(self._topic)
- pubsub.close()
- _logger.debug("PubSub closed for topic %s", self._topic)
- self._pubsub = None
-
- def _enqueue_message(self, payload: bytes) -> None:
- while not self._closed.is_set():
- try:
- self._queue.put_nowait(payload)
- return
- except queue.Full:
- try:
- self._queue.get_nowait()
- self._dropped_count += 1
- _logger.debug(
- "Dropped message from Redis subscription, topic=%s, total_dropped=%d",
- self._topic,
- self._dropped_count,
- )
- except queue.Empty:
- continue
- return
-
- def _message_iterator(self) -> Generator[bytes, None, None]:
- while not self._closed.is_set():
- try:
- item = self._queue.get(timeout=0.1)
- except queue.Empty:
- continue
-
- yield item
-
- def __iter__(self) -> Iterator[bytes]:
- if self._closed.is_set():
- raise SubscriptionClosedError("The Redis subscription is closed")
- self._start_if_needed()
- return iter(self._message_iterator())
-
- def receive(self, timeout: float | None = None) -> bytes | None:
- if self._closed.is_set():
- raise SubscriptionClosedError("The Redis subscription is closed")
- self._start_if_needed()
-
- try:
- item = self._queue.get(timeout=timeout)
- except queue.Empty:
- return None
-
- return item
-
- def __enter__(self) -> Self:
- self._start_if_needed()
- return self
-
- def __exit__(
- self,
- exc_type: type[BaseException] | None,
- exc_value: BaseException | None,
- traceback: types.TracebackType | None,
- ) -> bool | None:
- self.close()
- return None
-
- def close(self) -> None:
- if self._closed.is_set():
- return
-
- self._closed.set()
- # NOTE: PubSub is not thread-safe. More specifically, the `PubSub.close` method and the `PubSub.get_message`
- # method should NOT be called concurrently.
- #
- # Due to the restriction above, the PubSub cleanup logic happens inside the consumer thread.
- listener = self._listener_thread
- if listener is not None:
- listener.join(timeout=1.0)
- self._listener_thread = None
+ def _get_message_type(self) -> str:
+ return "message"
diff --git a/api/libs/broadcast_channel/redis/sharded_channel.py b/api/libs/broadcast_channel/redis/sharded_channel.py
new file mode 100644
index 0000000000..16e3a80ee1
--- /dev/null
+++ b/api/libs/broadcast_channel/redis/sharded_channel.py
@@ -0,0 +1,65 @@
+from libs.broadcast_channel.channel import Producer, Subscriber, Subscription
+from redis import Redis
+
+from ._subscription import RedisSubscriptionBase
+
+
+class ShardedRedisBroadcastChannel:
+ """
+ Redis 7.0+ Sharded Pub/Sub based broadcast channel implementation.
+
+ Provides "at most once" delivery semantics using SPUBLISH/SSUBSCRIBE commands,
+ distributing channels across Redis cluster nodes for better scalability.
+ """
+
+ def __init__(
+ self,
+ redis_client: Redis,
+ ):
+ self._client = redis_client
+
+ def topic(self, topic: str) -> "ShardedTopic":
+ return ShardedTopic(self._client, topic)
+
+
+class ShardedTopic:
+ def __init__(self, redis_client: Redis, topic: str):
+ self._client = redis_client
+ self._topic = topic
+
+ def as_producer(self) -> Producer:
+ return self
+
+ def publish(self, payload: bytes) -> None:
+ self._client.spublish(self._topic, payload) # type: ignore[attr-defined]
+
+ def as_subscriber(self) -> Subscriber:
+ return self
+
+ def subscribe(self) -> Subscription:
+ return _RedisShardedSubscription(
+ pubsub=self._client.pubsub(),
+ topic=self._topic,
+ )
+
+
+class _RedisShardedSubscription(RedisSubscriptionBase):
+ """Redis 7.0+ sharded pub/sub subscription implementation."""
+
+ def _get_subscription_type(self) -> str:
+ return "sharded"
+
+ def _subscribe(self) -> None:
+ assert self._pubsub is not None
+ self._pubsub.ssubscribe(self._topic) # type: ignore[attr-defined]
+
+ def _unsubscribe(self) -> None:
+ assert self._pubsub is not None
+ self._pubsub.sunsubscribe(self._topic) # type: ignore[attr-defined]
+
+ def _get_message(self) -> dict | None:
+ assert self._pubsub is not None
+ return self._pubsub.get_sharded_message(ignore_subscribe_messages=True, timeout=0.1) # type: ignore[attr-defined]
+
+ def _get_message_type(self) -> str:
+ return "smessage"
diff --git a/api/libs/email_i18n.py b/api/libs/email_i18n.py
index 37ff1a438e..ff74ccbe8e 100644
--- a/api/libs/email_i18n.py
+++ b/api/libs/email_i18n.py
@@ -38,6 +38,12 @@ class EmailType(StrEnum):
EMAIL_REGISTER = auto()
EMAIL_REGISTER_WHEN_ACCOUNT_EXIST = auto()
RESET_PASSWORD_WHEN_ACCOUNT_NOT_EXIST_NO_REGISTER = auto()
+ TRIGGER_EVENTS_LIMIT_SANDBOX = auto()
+ TRIGGER_EVENTS_LIMIT_PROFESSIONAL = auto()
+ TRIGGER_EVENTS_USAGE_WARNING_SANDBOX = auto()
+ TRIGGER_EVENTS_USAGE_WARNING_PROFESSIONAL = auto()
+ API_RATE_LIMIT_LIMIT_SANDBOX = auto()
+ API_RATE_LIMIT_WARNING_SANDBOX = auto()
class EmailLanguage(StrEnum):
@@ -445,6 +451,78 @@ def create_default_email_config() -> EmailI18nConfig:
branded_template_path="clean_document_job_mail_template_zh-CN.html",
),
},
+ EmailType.TRIGGER_EVENTS_LIMIT_SANDBOX: {
+ EmailLanguage.EN_US: EmailTemplate(
+ subject="You’ve reached your Sandbox Trigger Events limit",
+ template_path="trigger_events_limit_template_en-US.html",
+ branded_template_path="without-brand/trigger_events_limit_template_en-US.html",
+ ),
+ EmailLanguage.ZH_HANS: EmailTemplate(
+ subject="您的 Sandbox 触发事件额度已用尽",
+ template_path="trigger_events_limit_template_zh-CN.html",
+ branded_template_path="without-brand/trigger_events_limit_template_zh-CN.html",
+ ),
+ },
+ EmailType.TRIGGER_EVENTS_LIMIT_PROFESSIONAL: {
+ EmailLanguage.EN_US: EmailTemplate(
+ subject="You’ve reached your monthly Trigger Events limit",
+ template_path="trigger_events_limit_template_en-US.html",
+ branded_template_path="without-brand/trigger_events_limit_template_en-US.html",
+ ),
+ EmailLanguage.ZH_HANS: EmailTemplate(
+ subject="您的月度触发事件额度已用尽",
+ template_path="trigger_events_limit_template_zh-CN.html",
+ branded_template_path="without-brand/trigger_events_limit_template_zh-CN.html",
+ ),
+ },
+ EmailType.TRIGGER_EVENTS_USAGE_WARNING_SANDBOX: {
+ EmailLanguage.EN_US: EmailTemplate(
+ subject="You’re nearing your Sandbox Trigger Events limit",
+ template_path="trigger_events_usage_warning_template_en-US.html",
+ branded_template_path="without-brand/trigger_events_usage_warning_template_en-US.html",
+ ),
+ EmailLanguage.ZH_HANS: EmailTemplate(
+ subject="您的 Sandbox 触发事件额度接近上限",
+ template_path="trigger_events_usage_warning_template_zh-CN.html",
+ branded_template_path="without-brand/trigger_events_usage_warning_template_zh-CN.html",
+ ),
+ },
+ EmailType.TRIGGER_EVENTS_USAGE_WARNING_PROFESSIONAL: {
+ EmailLanguage.EN_US: EmailTemplate(
+ subject="You’re nearing your Monthly Trigger Events limit",
+ template_path="trigger_events_usage_warning_template_en-US.html",
+ branded_template_path="without-brand/trigger_events_usage_warning_template_en-US.html",
+ ),
+ EmailLanguage.ZH_HANS: EmailTemplate(
+ subject="您的月度触发事件额度接近上限",
+ template_path="trigger_events_usage_warning_template_zh-CN.html",
+ branded_template_path="without-brand/trigger_events_usage_warning_template_zh-CN.html",
+ ),
+ },
+ EmailType.API_RATE_LIMIT_LIMIT_SANDBOX: {
+ EmailLanguage.EN_US: EmailTemplate(
+ subject="You’ve reached your API Rate Limit",
+ template_path="api_rate_limit_limit_template_en-US.html",
+ branded_template_path="without-brand/api_rate_limit_limit_template_en-US.html",
+ ),
+ EmailLanguage.ZH_HANS: EmailTemplate(
+ subject="您的 API 速率额度已用尽",
+ template_path="api_rate_limit_limit_template_zh-CN.html",
+ branded_template_path="without-brand/api_rate_limit_limit_template_zh-CN.html",
+ ),
+ },
+ EmailType.API_RATE_LIMIT_WARNING_SANDBOX: {
+ EmailLanguage.EN_US: EmailTemplate(
+ subject="You’re nearing your API Rate Limit",
+ template_path="api_rate_limit_warning_template_en-US.html",
+ branded_template_path="without-brand/api_rate_limit_warning_template_en-US.html",
+ ),
+ EmailLanguage.ZH_HANS: EmailTemplate(
+ subject="您的 API 速率额度接近上限",
+ template_path="api_rate_limit_warning_template_zh-CN.html",
+ branded_template_path="without-brand/api_rate_limit_warning_template_zh-CN.html",
+ ),
+ },
EmailType.EMAIL_REGISTER: {
EmailLanguage.EN_US: EmailTemplate(
subject="Register Your {application_title} Account",
diff --git a/api/libs/helper.py b/api/libs/helper.py
index 60484dd40b..1013c3b878 100644
--- a/api/libs/helper.py
+++ b/api/libs/helper.py
@@ -177,6 +177,15 @@ def timezone(timezone_string):
raise ValueError(error)
+def convert_datetime_to_date(field, target_timezone: str = ":tz"):
+ if dify_config.DB_TYPE == "postgresql":
+ return f"DATE(DATE_TRUNC('day', {field} AT TIME ZONE 'UTC' AT TIME ZONE {target_timezone}))"
+ elif dify_config.DB_TYPE == "mysql":
+ return f"DATE(CONVERT_TZ({field}, 'UTC', {target_timezone}))"
+ else:
+ raise NotImplementedError(f"Unsupported database type: {dify_config.DB_TYPE}")
+
+
def generate_string(n):
letters_digits = string.ascii_letters + string.digits
result = ""
diff --git a/api/migrations/versions/00bacef91f18_rename_api_provider_description.py b/api/migrations/versions/00bacef91f18_rename_api_provider_description.py
index 5ae9e8769a..17ed067d81 100644
--- a/api/migrations/versions/00bacef91f18_rename_api_provider_description.py
+++ b/api/migrations/versions/00bacef91f18_rename_api_provider_description.py
@@ -8,6 +8,12 @@ Create Date: 2024-01-07 04:07:34.482983
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '00bacef91f18'
down_revision = '8ec536f3c800'
@@ -17,17 +23,31 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
- batch_op.add_column(sa.Column('description', sa.Text(), nullable=False))
- batch_op.drop_column('description_str')
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('description', sa.Text(), nullable=False))
+ batch_op.drop_column('description_str')
+ else:
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('description', models.types.LongText(), nullable=False))
+ batch_op.drop_column('description_str')
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
- batch_op.add_column(sa.Column('description_str', sa.TEXT(), autoincrement=False, nullable=False))
- batch_op.drop_column('description')
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('description_str', sa.TEXT(), autoincrement=False, nullable=False))
+ batch_op.drop_column('description')
+ else:
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('description_str', models.types.LongText(), autoincrement=False, nullable=False))
+ batch_op.drop_column('description')
# ### end Alembic commands ###
diff --git a/api/migrations/versions/04c602f5dc9b_update_appmodelconfig_and_add_table_.py b/api/migrations/versions/04c602f5dc9b_update_appmodelconfig_and_add_table_.py
index 153861a71a..f64e16db7f 100644
--- a/api/migrations/versions/04c602f5dc9b_update_appmodelconfig_and_add_table_.py
+++ b/api/migrations/versions/04c602f5dc9b_update_appmodelconfig_and_add_table_.py
@@ -10,6 +10,10 @@ from alembic import op
import models.types
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '04c602f5dc9b'
down_revision = '4ff534e1eb11'
@@ -19,15 +23,28 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tracing_app_configs',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('tracing_provider', sa.String(length=255), nullable=True),
- sa.Column('tracing_config', sa.JSON(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tracing_app_config_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tracing_app_configs',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tracing_provider', sa.String(length=255), nullable=True),
+ sa.Column('tracing_config', sa.JSON(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tracing_app_config_pkey')
+ )
+ else:
+ op.create_table('tracing_app_configs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tracing_provider', sa.String(length=255), nullable=True),
+ sa.Column('tracing_config', sa.JSON(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.now(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.now(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tracing_app_config_pkey')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/053da0c1d756_add_api_tool_privacy.py b/api/migrations/versions/053da0c1d756_add_api_tool_privacy.py
index a589f1f08b..2f54763f00 100644
--- a/api/migrations/versions/053da0c1d756_add_api_tool_privacy.py
+++ b/api/migrations/versions/053da0c1d756_add_api_tool_privacy.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '053da0c1d756'
down_revision = '4829e54d2fee'
@@ -18,16 +24,31 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_conversation_variables',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('user_id', postgresql.UUID(), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('conversation_id', postgresql.UUID(), nullable=False),
- sa.Column('variables_str', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_conversation_variables_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tool_conversation_variables',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('user_id', postgresql.UUID(), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('conversation_id', postgresql.UUID(), nullable=False),
+ sa.Column('variables_str', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_conversation_variables_pkey')
+ )
+ else:
+ op.create_table('tool_conversation_variables',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('variables_str', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_conversation_variables_pkey')
+ )
+
with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
batch_op.add_column(sa.Column('privacy_policy', sa.String(length=255), nullable=True))
batch_op.alter_column('icon',
diff --git a/api/migrations/versions/114eed84c228_remove_tool_id_from_model_invoke.py b/api/migrations/versions/114eed84c228_remove_tool_id_from_model_invoke.py
index 58863fe3a7..ed70bf5d08 100644
--- a/api/migrations/versions/114eed84c228_remove_tool_id_from_model_invoke.py
+++ b/api/migrations/versions/114eed84c228_remove_tool_id_from_model_invoke.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '114eed84c228'
down_revision = 'c71211c8f604'
@@ -26,7 +32,13 @@ def upgrade():
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tool_model_invokes', schema=None) as batch_op:
- batch_op.add_column(sa.Column('tool_id', postgresql.UUID(), autoincrement=False, nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('tool_model_invokes', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tool_id', postgresql.UUID(), autoincrement=False, nullable=False))
+ else:
+ with op.batch_alter_table('tool_model_invokes', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tool_id', models.types.StringUUID(), autoincrement=False, nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/161cadc1af8d_add_dataset_permission_tenant_id.py b/api/migrations/versions/161cadc1af8d_add_dataset_permission_tenant_id.py
index 8907f78117..509bd5d0e8 100644
--- a/api/migrations/versions/161cadc1af8d_add_dataset_permission_tenant_id.py
+++ b/api/migrations/versions/161cadc1af8d_add_dataset_permission_tenant_id.py
@@ -8,7 +8,11 @@ Create Date: 2024-07-05 14:30:59.472593
import sqlalchemy as sa
from alembic import op
-import models as models
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
# revision identifiers, used by Alembic.
revision = '161cadc1af8d'
@@ -19,9 +23,16 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('dataset_permissions', schema=None) as batch_op:
- # Step 1: Add column without NOT NULL constraint
- op.add_column('dataset_permissions', sa.Column('tenant_id', sa.UUID(), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('dataset_permissions', schema=None) as batch_op:
+ # Step 1: Add column without NOT NULL constraint
+ op.add_column('dataset_permissions', sa.Column('tenant_id', sa.UUID(), nullable=False))
+ else:
+ with op.batch_alter_table('dataset_permissions', schema=None) as batch_op:
+ # Step 1: Add column without NOT NULL constraint
+ op.add_column('dataset_permissions', sa.Column('tenant_id', models.types.StringUUID(), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/16fa53d9faec_add_provider_model_support.py b/api/migrations/versions/16fa53d9faec_add_provider_model_support.py
index 6791cf4578..ce24a20172 100644
--- a/api/migrations/versions/16fa53d9faec_add_provider_model_support.py
+++ b/api/migrations/versions/16fa53d9faec_add_provider_model_support.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '16fa53d9faec'
down_revision = '8d2d099ceb74'
@@ -18,44 +24,87 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('provider_models',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=40), nullable=False),
- sa.Column('model_name', sa.String(length=40), nullable=False),
- sa.Column('model_type', sa.String(length=40), nullable=False),
- sa.Column('encrypted_config', sa.Text(), nullable=True),
- sa.Column('is_valid', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='provider_model_pkey'),
- sa.UniqueConstraint('tenant_id', 'provider_name', 'model_name', 'model_type', name='unique_provider_model_name')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('provider_models',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('model_name', sa.String(length=40), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('encrypted_config', sa.Text(), nullable=True),
+ sa.Column('is_valid', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_model_pkey'),
+ sa.UniqueConstraint('tenant_id', 'provider_name', 'model_name', 'model_type', name='unique_provider_model_name')
+ )
+ else:
+ op.create_table('provider_models',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('model_name', sa.String(length=40), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('encrypted_config', models.types.LongText(), nullable=True),
+ sa.Column('is_valid', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_model_pkey'),
+ sa.UniqueConstraint('tenant_id', 'provider_name', 'model_name', 'model_type', name='unique_provider_model_name')
+ )
+
with op.batch_alter_table('provider_models', schema=None) as batch_op:
batch_op.create_index('provider_model_tenant_id_provider_idx', ['tenant_id', 'provider_name'], unique=False)
- op.create_table('tenant_default_models',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=40), nullable=False),
- sa.Column('model_name', sa.String(length=40), nullable=False),
- sa.Column('model_type', sa.String(length=40), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tenant_default_model_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('tenant_default_models',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('model_name', sa.String(length=40), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_default_model_pkey')
+ )
+ else:
+ op.create_table('tenant_default_models',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('model_name', sa.String(length=40), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_default_model_pkey')
+ )
+
with op.batch_alter_table('tenant_default_models', schema=None) as batch_op:
batch_op.create_index('tenant_default_model_tenant_id_provider_type_idx', ['tenant_id', 'provider_name', 'model_type'], unique=False)
- op.create_table('tenant_preferred_model_providers',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=40), nullable=False),
- sa.Column('preferred_provider_type', sa.String(length=40), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tenant_preferred_model_provider_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('tenant_preferred_model_providers',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('preferred_provider_type', sa.String(length=40), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_preferred_model_provider_pkey')
+ )
+ else:
+ op.create_table('tenant_preferred_model_providers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('preferred_provider_type', sa.String(length=40), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_preferred_model_provider_pkey')
+ )
+
with op.batch_alter_table('tenant_preferred_model_providers', schema=None) as batch_op:
batch_op.create_index('tenant_preferred_model_provider_tenant_provider_idx', ['tenant_id', 'provider_name'], unique=False)
diff --git a/api/migrations/versions/17b5ab037c40_add_keyworg_table_storage_type.py b/api/migrations/versions/17b5ab037c40_add_keyworg_table_storage_type.py
index 7707148489..4ce073318a 100644
--- a/api/migrations/versions/17b5ab037c40_add_keyworg_table_storage_type.py
+++ b/api/migrations/versions/17b5ab037c40_add_keyworg_table_storage_type.py
@@ -8,6 +8,10 @@ Create Date: 2024-04-01 09:48:54.232201
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '17b5ab037c40'
down_revision = 'a8f9b3c45e4a'
@@ -17,9 +21,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
-
- with op.batch_alter_table('dataset_keyword_tables', schema=None) as batch_op:
- batch_op.add_column(sa.Column('data_source_type', sa.String(length=255), server_default=sa.text("'database'::character varying"), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('dataset_keyword_tables', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('data_source_type', sa.String(length=255), server_default=sa.text("'database'::character varying"), nullable=False))
+ else:
+ with op.batch_alter_table('dataset_keyword_tables', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('data_source_type', sa.String(length=255), server_default=sa.text("'database'"), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_08_13_0633-63a83fcf12ba_support_conversation_variables.py b/api/migrations/versions/2024_08_13_0633-63a83fcf12ba_support_conversation_variables.py
index 16e1efd4ef..e8d725e78c 100644
--- a/api/migrations/versions/2024_08_13_0633-63a83fcf12ba_support_conversation_variables.py
+++ b/api/migrations/versions/2024_08_13_0633-63a83fcf12ba_support_conversation_variables.py
@@ -10,6 +10,10 @@ from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '63a83fcf12ba'
down_revision = '1787fbae959a'
@@ -19,21 +23,39 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('workflow__conversation_variables',
- sa.Column('id', models.types.StringUUID(), nullable=False),
- sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('data', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', 'conversation_id', name=op.f('workflow__conversation_variables_pkey'))
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('workflow__conversation_variables',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('data', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', 'conversation_id', name=op.f('workflow__conversation_variables_pkey'))
+ )
+ else:
+ op.create_table('workflow__conversation_variables',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('data', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', 'conversation_id', name=op.f('workflow__conversation_variables_pkey'))
+ )
+
with op.batch_alter_table('workflow__conversation_variables', schema=None) as batch_op:
batch_op.create_index(batch_op.f('workflow__conversation_variables_app_id_idx'), ['app_id'], unique=False)
batch_op.create_index(batch_op.f('workflow__conversation_variables_created_at_idx'), ['created_at'], unique=False)
- with op.batch_alter_table('workflows', schema=None) as batch_op:
- batch_op.add_column(sa.Column('conversation_variables', sa.Text(), server_default='{}', nullable=False))
+ if _is_pg(conn):
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('conversation_variables', sa.Text(), server_default='{}', nullable=False))
+ else:
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('conversation_variables', models.types.LongText(), default='{}', nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_08_15_0956-0251a1c768cc_add_tidb_auth_binding.py b/api/migrations/versions/2024_08_15_0956-0251a1c768cc_add_tidb_auth_binding.py
index ca2e410442..1e6743fba8 100644
--- a/api/migrations/versions/2024_08_15_0956-0251a1c768cc_add_tidb_auth_binding.py
+++ b/api/migrations/versions/2024_08_15_0956-0251a1c768cc_add_tidb_auth_binding.py
@@ -10,6 +10,10 @@ from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '0251a1c768cc'
down_revision = 'bbadea11becb'
@@ -19,18 +23,35 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tidb_auth_bindings',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
- sa.Column('cluster_id', sa.String(length=255), nullable=False),
- sa.Column('cluster_name', sa.String(length=255), nullable=False),
- sa.Column('active', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('status', sa.String(length=255), server_default=sa.text("'CREATING'::character varying"), nullable=False),
- sa.Column('account', sa.String(length=255), nullable=False),
- sa.Column('password', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tidb_auth_bindings_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tidb_auth_bindings',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
+ sa.Column('cluster_id', sa.String(length=255), nullable=False),
+ sa.Column('cluster_name', sa.String(length=255), nullable=False),
+ sa.Column('active', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'CREATING'::character varying"), nullable=False),
+ sa.Column('account', sa.String(length=255), nullable=False),
+ sa.Column('password', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tidb_auth_bindings_pkey')
+ )
+ else:
+ op.create_table('tidb_auth_bindings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
+ sa.Column('cluster_id', sa.String(length=255), nullable=False),
+ sa.Column('cluster_name', sa.String(length=255), nullable=False),
+ sa.Column('active', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'CREATING'"), nullable=False),
+ sa.Column('account', sa.String(length=255), nullable=False),
+ sa.Column('password', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tidb_auth_bindings_pkey')
+ )
+
with op.batch_alter_table('tidb_auth_bindings', schema=None) as batch_op:
batch_op.create_index('tidb_auth_bindings_active_idx', ['active'], unique=False)
batch_op.create_index('tidb_auth_bindings_status_idx', ['status'], unique=False)
diff --git a/api/migrations/versions/2024_09_11_1012-d57ba9ebb251_add_parent_message_id_to_messages.py b/api/migrations/versions/2024_09_11_1012-d57ba9ebb251_add_parent_message_id_to_messages.py
index fd957eeafb..2c8bb2de89 100644
--- a/api/migrations/versions/2024_09_11_1012-d57ba9ebb251_add_parent_message_id_to_messages.py
+++ b/api/migrations/versions/2024_09_11_1012-d57ba9ebb251_add_parent_message_id_to_messages.py
@@ -10,6 +10,10 @@ from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'd57ba9ebb251'
down_revision = '675b5321501b'
@@ -22,8 +26,14 @@ def upgrade():
with op.batch_alter_table('messages', schema=None) as batch_op:
batch_op.add_column(sa.Column('parent_message_id', models.types.StringUUID(), nullable=True))
- # Set parent_message_id for existing messages to uuid_nil() to distinguish them from new messages with actual parent IDs or NULLs
- op.execute('UPDATE messages SET parent_message_id = uuid_nil() WHERE parent_message_id IS NULL')
+ # Set parent_message_id for existing messages to distinguish them from new messages with actual parent IDs or NULLs
+ conn = op.get_bind()
+ if _is_pg(conn):
+ # PostgreSQL: Use uuid_nil() function
+ op.execute('UPDATE messages SET parent_message_id = uuid_nil() WHERE parent_message_id IS NULL')
+ else:
+ # MySQL: Use a specific UUID value to represent nil
+ op.execute("UPDATE messages SET parent_message_id = '00000000-0000-0000-0000-000000000000' WHERE parent_message_id IS NULL")
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_09_24_0922-6af6a521a53e_update_retrieval_resource.py b/api/migrations/versions/2024_09_24_0922-6af6a521a53e_update_retrieval_resource.py
index 5337b340db..0767b725f6 100644
--- a/api/migrations/versions/2024_09_24_0922-6af6a521a53e_update_retrieval_resource.py
+++ b/api/migrations/versions/2024_09_24_0922-6af6a521a53e_update_retrieval_resource.py
@@ -6,7 +6,11 @@ Create Date: 2024-09-24 09:22:43.570120
"""
from alembic import op
-import models as models
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
@@ -19,30 +23,58 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('dataset_retriever_resources', schema=None) as batch_op:
- batch_op.alter_column('document_id',
- existing_type=sa.UUID(),
- nullable=True)
- batch_op.alter_column('data_source_type',
- existing_type=sa.TEXT(),
- nullable=True)
- batch_op.alter_column('segment_id',
- existing_type=sa.UUID(),
- nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('dataset_retriever_resources', schema=None) as batch_op:
+ batch_op.alter_column('document_id',
+ existing_type=sa.UUID(),
+ nullable=True)
+ batch_op.alter_column('data_source_type',
+ existing_type=sa.TEXT(),
+ nullable=True)
+ batch_op.alter_column('segment_id',
+ existing_type=sa.UUID(),
+ nullable=True)
+ else:
+ with op.batch_alter_table('dataset_retriever_resources', schema=None) as batch_op:
+ batch_op.alter_column('document_id',
+ existing_type=models.types.StringUUID(),
+ nullable=True)
+ batch_op.alter_column('data_source_type',
+ existing_type=models.types.LongText(),
+ nullable=True)
+ batch_op.alter_column('segment_id',
+ existing_type=models.types.StringUUID(),
+ nullable=True)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('dataset_retriever_resources', schema=None) as batch_op:
- batch_op.alter_column('segment_id',
- existing_type=sa.UUID(),
- nullable=False)
- batch_op.alter_column('data_source_type',
- existing_type=sa.TEXT(),
- nullable=False)
- batch_op.alter_column('document_id',
- existing_type=sa.UUID(),
- nullable=False)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('dataset_retriever_resources', schema=None) as batch_op:
+ batch_op.alter_column('segment_id',
+ existing_type=sa.UUID(),
+ nullable=False)
+ batch_op.alter_column('data_source_type',
+ existing_type=sa.TEXT(),
+ nullable=False)
+ batch_op.alter_column('document_id',
+ existing_type=sa.UUID(),
+ nullable=False)
+ else:
+ with op.batch_alter_table('dataset_retriever_resources', schema=None) as batch_op:
+ batch_op.alter_column('segment_id',
+ existing_type=models.types.StringUUID(),
+ nullable=False)
+ batch_op.alter_column('data_source_type',
+ existing_type=models.types.LongText(),
+ nullable=False)
+ batch_op.alter_column('document_id',
+ existing_type=models.types.StringUUID(),
+ nullable=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_09_25_0434-33f5fac87f29_external_knowledge_api.py b/api/migrations/versions/2024_09_25_0434-33f5fac87f29_external_knowledge_api.py
index 3cb76e72c1..ac81d13c61 100644
--- a/api/migrations/versions/2024_09_25_0434-33f5fac87f29_external_knowledge_api.py
+++ b/api/migrations/versions/2024_09_25_0434-33f5fac87f29_external_knowledge_api.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '33f5fac87f29'
down_revision = '6af6a521a53e'
@@ -19,34 +23,66 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('external_knowledge_apis',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('description', sa.String(length=255), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('settings', sa.Text(), nullable=True),
- sa.Column('created_by', models.types.StringUUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_by', models.types.StringUUID(), nullable=True),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='external_knowledge_apis_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('external_knowledge_apis',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', sa.String(length=255), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('settings', sa.Text(), nullable=True),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='external_knowledge_apis_pkey')
+ )
+ else:
+ op.create_table('external_knowledge_apis',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', sa.String(length=255), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('settings', models.types.LongText(), nullable=True),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='external_knowledge_apis_pkey')
+ )
+
with op.batch_alter_table('external_knowledge_apis', schema=None) as batch_op:
batch_op.create_index('external_knowledge_apis_name_idx', ['name'], unique=False)
batch_op.create_index('external_knowledge_apis_tenant_idx', ['tenant_id'], unique=False)
- op.create_table('external_knowledge_bindings',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('external_knowledge_api_id', models.types.StringUUID(), nullable=False),
- sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
- sa.Column('external_knowledge_id', sa.Text(), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_by', models.types.StringUUID(), nullable=True),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='external_knowledge_bindings_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('external_knowledge_bindings',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('external_knowledge_api_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('external_knowledge_id', sa.Text(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='external_knowledge_bindings_pkey')
+ )
+ else:
+ op.create_table('external_knowledge_bindings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('external_knowledge_api_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('external_knowledge_id', sa.String(length=512), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='external_knowledge_bindings_pkey')
+ )
+
with op.batch_alter_table('external_knowledge_bindings', schema=None) as batch_op:
batch_op.create_index('external_knowledge_bindings_dataset_idx', ['dataset_id'], unique=False)
batch_op.create_index('external_knowledge_bindings_external_knowledge_api_idx', ['external_knowledge_api_id'], unique=False)
diff --git a/api/migrations/versions/2024_10_10_0516-bbadea11becb_add_name_and_size_to_tool_files.py b/api/migrations/versions/2024_10_10_0516-bbadea11becb_add_name_and_size_to_tool_files.py
index 00f2b15802..33266ba5dd 100644
--- a/api/migrations/versions/2024_10_10_0516-bbadea11becb_add_name_and_size_to_tool_files.py
+++ b/api/migrations/versions/2024_10_10_0516-bbadea11becb_add_name_and_size_to_tool_files.py
@@ -16,6 +16,10 @@ branch_labels = None
depends_on = None
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
+
def upgrade():
def _has_name_or_size_column() -> bool:
# We cannot access the database in offline mode, so assume
@@ -46,14 +50,26 @@ def upgrade():
if _has_name_or_size_column():
return
- with op.batch_alter_table("tool_files", schema=None) as batch_op:
- batch_op.add_column(sa.Column("name", sa.String(), nullable=True))
- batch_op.add_column(sa.Column("size", sa.Integer(), nullable=True))
- op.execute("UPDATE tool_files SET name = '' WHERE name IS NULL")
- op.execute("UPDATE tool_files SET size = -1 WHERE size IS NULL")
- with op.batch_alter_table("tool_files", schema=None) as batch_op:
- batch_op.alter_column("name", existing_type=sa.String(), nullable=False)
- batch_op.alter_column("size", existing_type=sa.Integer(), nullable=False)
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ with op.batch_alter_table("tool_files", schema=None) as batch_op:
+ batch_op.add_column(sa.Column("name", sa.String(), nullable=True))
+ batch_op.add_column(sa.Column("size", sa.Integer(), nullable=True))
+ op.execute("UPDATE tool_files SET name = '' WHERE name IS NULL")
+ op.execute("UPDATE tool_files SET size = -1 WHERE size IS NULL")
+ with op.batch_alter_table("tool_files", schema=None) as batch_op:
+ batch_op.alter_column("name", existing_type=sa.String(), nullable=False)
+ batch_op.alter_column("size", existing_type=sa.Integer(), nullable=False)
+ else:
+ # MySQL: Use compatible syntax
+ with op.batch_alter_table("tool_files", schema=None) as batch_op:
+ batch_op.add_column(sa.Column("name", sa.String(length=255), nullable=True))
+ batch_op.add_column(sa.Column("size", sa.Integer(), nullable=True))
+ op.execute("UPDATE tool_files SET name = '' WHERE name IS NULL")
+ op.execute("UPDATE tool_files SET size = -1 WHERE size IS NULL")
+ with op.batch_alter_table("tool_files", schema=None) as batch_op:
+ batch_op.alter_column("name", existing_type=sa.String(length=255), nullable=False)
+ batch_op.alter_column("size", existing_type=sa.Integer(), nullable=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_10_22_0959-43fa78bc3b7d_add_white_list.py b/api/migrations/versions/2024_10_22_0959-43fa78bc3b7d_add_white_list.py
index 9daf148bc4..22ee0ec195 100644
--- a/api/migrations/versions/2024_10_22_0959-43fa78bc3b7d_add_white_list.py
+++ b/api/migrations/versions/2024_10_22_0959-43fa78bc3b7d_add_white_list.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '43fa78bc3b7d'
down_revision = '0251a1c768cc'
@@ -19,13 +23,25 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('whitelists',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
- sa.Column('category', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='whitelists_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('whitelists',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
+ sa.Column('category', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='whitelists_pkey')
+ )
+ else:
+ op.create_table('whitelists',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
+ sa.Column('category', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='whitelists_pkey')
+ )
+
with op.batch_alter_table('whitelists', schema=None) as batch_op:
batch_op.create_index('whitelists_tenant_idx', ['tenant_id'], unique=False)
diff --git a/api/migrations/versions/2024_10_28_0720-08ec4f75af5e_add_tenant_plugin_permisisons.py b/api/migrations/versions/2024_10_28_0720-08ec4f75af5e_add_tenant_plugin_permisisons.py
index 51a0b1b211..666d046bb9 100644
--- a/api/migrations/versions/2024_10_28_0720-08ec4f75af5e_add_tenant_plugin_permisisons.py
+++ b/api/migrations/versions/2024_10_28_0720-08ec4f75af5e_add_tenant_plugin_permisisons.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '08ec4f75af5e'
down_revision = 'ddcc8bbef391'
@@ -19,14 +23,26 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('account_plugin_permissions',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('install_permission', sa.String(length=16), server_default='everyone', nullable=False),
- sa.Column('debug_permission', sa.String(length=16), server_default='noone', nullable=False),
- sa.PrimaryKeyConstraint('id', name='account_plugin_permission_pkey'),
- sa.UniqueConstraint('tenant_id', name='unique_tenant_plugin')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('account_plugin_permissions',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('install_permission', sa.String(length=16), server_default='everyone', nullable=False),
+ sa.Column('debug_permission', sa.String(length=16), server_default='noone', nullable=False),
+ sa.PrimaryKeyConstraint('id', name='account_plugin_permission_pkey'),
+ sa.UniqueConstraint('tenant_id', name='unique_tenant_plugin')
+ )
+ else:
+ op.create_table('account_plugin_permissions',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('install_permission', sa.String(length=16), server_default='everyone', nullable=False),
+ sa.Column('debug_permission', sa.String(length=16), server_default='noone', nullable=False),
+ sa.PrimaryKeyConstraint('id', name='account_plugin_permission_pkey'),
+ sa.UniqueConstraint('tenant_id', name='unique_tenant_plugin')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_11_01_0540-f4d7ce70a7ca_update_upload_files_source_url.py b/api/migrations/versions/2024_11_01_0540-f4d7ce70a7ca_update_upload_files_source_url.py
index 222379a490..b3fe1e9fab 100644
--- a/api/migrations/versions/2024_11_01_0540-f4d7ce70a7ca_update_upload_files_source_url.py
+++ b/api/migrations/versions/2024_11_01_0540-f4d7ce70a7ca_update_upload_files_source_url.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'f4d7ce70a7ca'
down_revision = '93ad8c19c40b'
@@ -19,23 +23,43 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('upload_files', schema=None) as batch_op:
- batch_op.alter_column('source_url',
- existing_type=sa.VARCHAR(length=255),
- type_=sa.TEXT(),
- existing_nullable=False,
- existing_server_default=sa.text("''::character varying"))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('upload_files', schema=None) as batch_op:
+ batch_op.alter_column('source_url',
+ existing_type=sa.VARCHAR(length=255),
+ type_=sa.TEXT(),
+ existing_nullable=False,
+ existing_server_default=sa.text("''::character varying"))
+ else:
+ with op.batch_alter_table('upload_files', schema=None) as batch_op:
+ batch_op.alter_column('source_url',
+ existing_type=sa.VARCHAR(length=255),
+ type_=models.types.LongText(),
+ existing_nullable=False,
+ existing_default=sa.text("''"))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('upload_files', schema=None) as batch_op:
- batch_op.alter_column('source_url',
- existing_type=sa.TEXT(),
- type_=sa.VARCHAR(length=255),
- existing_nullable=False,
- existing_server_default=sa.text("''::character varying"))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('upload_files', schema=None) as batch_op:
+ batch_op.alter_column('source_url',
+ existing_type=sa.TEXT(),
+ type_=sa.VARCHAR(length=255),
+ existing_nullable=False,
+ existing_server_default=sa.text("''::character varying"))
+ else:
+ with op.batch_alter_table('upload_files', schema=None) as batch_op:
+ batch_op.alter_column('source_url',
+ existing_type=models.types.LongText(),
+ type_=sa.VARCHAR(length=255),
+ existing_nullable=False,
+ existing_default=sa.text("''"))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_11_01_0622-d07474999927_update_type_of_custom_disclaimer_to_text.py b/api/migrations/versions/2024_11_01_0622-d07474999927_update_type_of_custom_disclaimer_to_text.py
index 9a4ccf352d..45842295ea 100644
--- a/api/migrations/versions/2024_11_01_0622-d07474999927_update_type_of_custom_disclaimer_to_text.py
+++ b/api/migrations/versions/2024_11_01_0622-d07474999927_update_type_of_custom_disclaimer_to_text.py
@@ -7,6 +7,9 @@ Create Date: 2024-11-01 06:22:27.981398
"""
from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
@@ -19,49 +22,91 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+
op.execute("UPDATE recommended_apps SET custom_disclaimer = '' WHERE custom_disclaimer IS NULL")
op.execute("UPDATE sites SET custom_disclaimer = '' WHERE custom_disclaimer IS NULL")
op.execute("UPDATE tool_api_providers SET custom_disclaimer = '' WHERE custom_disclaimer IS NULL")
- with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
- batch_op.alter_column('custom_disclaimer',
- existing_type=sa.VARCHAR(length=255),
- type_=sa.TEXT(),
- nullable=False)
+ if _is_pg(conn):
+ with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.VARCHAR(length=255),
+ type_=sa.TEXT(),
+ nullable=False)
- with op.batch_alter_table('sites', schema=None) as batch_op:
- batch_op.alter_column('custom_disclaimer',
- existing_type=sa.VARCHAR(length=255),
- type_=sa.TEXT(),
- nullable=False)
+ with op.batch_alter_table('sites', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.VARCHAR(length=255),
+ type_=sa.TEXT(),
+ nullable=False)
- with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
- batch_op.alter_column('custom_disclaimer',
- existing_type=sa.VARCHAR(length=255),
- type_=sa.TEXT(),
- nullable=False)
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.VARCHAR(length=255),
+ type_=sa.TEXT(),
+ nullable=False)
+ else:
+ with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.VARCHAR(length=255),
+ type_=models.types.LongText(),
+ nullable=False)
+
+ with op.batch_alter_table('sites', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.VARCHAR(length=255),
+ type_=models.types.LongText(),
+ nullable=False)
+
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.VARCHAR(length=255),
+ type_=models.types.LongText(),
+ nullable=False)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
- batch_op.alter_column('custom_disclaimer',
- existing_type=sa.TEXT(),
- type_=sa.VARCHAR(length=255),
- nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.TEXT(),
+ type_=sa.VARCHAR(length=255),
+ nullable=True)
- with op.batch_alter_table('sites', schema=None) as batch_op:
- batch_op.alter_column('custom_disclaimer',
- existing_type=sa.TEXT(),
- type_=sa.VARCHAR(length=255),
- nullable=True)
+ with op.batch_alter_table('sites', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.TEXT(),
+ type_=sa.VARCHAR(length=255),
+ nullable=True)
- with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
- batch_op.alter_column('custom_disclaimer',
- existing_type=sa.TEXT(),
- type_=sa.VARCHAR(length=255),
- nullable=True)
+ with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=sa.TEXT(),
+ type_=sa.VARCHAR(length=255),
+ nullable=True)
+ else:
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=models.types.LongText(),
+ type_=sa.VARCHAR(length=255),
+ nullable=True)
+
+ with op.batch_alter_table('sites', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=models.types.LongText(),
+ type_=sa.VARCHAR(length=255),
+ nullable=True)
+
+ with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
+ batch_op.alter_column('custom_disclaimer',
+ existing_type=models.types.LongText(),
+ type_=sa.VARCHAR(length=255),
+ nullable=True)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_11_01_0623-09a8d1878d9b_update_workflows_graph_features_and_.py b/api/migrations/versions/2024_11_01_0623-09a8d1878d9b_update_workflows_graph_features_and_.py
index 117a7351cd..fdd8984029 100644
--- a/api/migrations/versions/2024_11_01_0623-09a8d1878d9b_update_workflows_graph_features_and_.py
+++ b/api/migrations/versions/2024_11_01_0623-09a8d1878d9b_update_workflows_graph_features_and_.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '09a8d1878d9b'
down_revision = 'd07474999927'
@@ -19,55 +23,103 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('conversations', schema=None) as batch_op:
- batch_op.alter_column('inputs',
- existing_type=postgresql.JSON(astext_type=sa.Text()),
- nullable=False)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('conversations', schema=None) as batch_op:
+ batch_op.alter_column('inputs',
+ existing_type=postgresql.JSON(astext_type=sa.Text()),
+ nullable=False)
- with op.batch_alter_table('messages', schema=None) as batch_op:
- batch_op.alter_column('inputs',
- existing_type=postgresql.JSON(astext_type=sa.Text()),
- nullable=False)
+ with op.batch_alter_table('messages', schema=None) as batch_op:
+ batch_op.alter_column('inputs',
+ existing_type=postgresql.JSON(astext_type=sa.Text()),
+ nullable=False)
+ else:
+ with op.batch_alter_table('conversations', schema=None) as batch_op:
+ batch_op.alter_column('inputs',
+ existing_type=sa.JSON(),
+ nullable=False)
+
+ with op.batch_alter_table('messages', schema=None) as batch_op:
+ batch_op.alter_column('inputs',
+ existing_type=sa.JSON(),
+ nullable=False)
op.execute("UPDATE workflows SET updated_at = created_at WHERE updated_at IS NULL")
op.execute("UPDATE workflows SET graph = '' WHERE graph IS NULL")
op.execute("UPDATE workflows SET features = '' WHERE features IS NULL")
-
- with op.batch_alter_table('workflows', schema=None) as batch_op:
- batch_op.alter_column('graph',
- existing_type=sa.TEXT(),
- nullable=False)
- batch_op.alter_column('features',
- existing_type=sa.TEXT(),
- nullable=False)
- batch_op.alter_column('updated_at',
- existing_type=postgresql.TIMESTAMP(),
- nullable=False)
-
+ if _is_pg(conn):
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.alter_column('graph',
+ existing_type=sa.TEXT(),
+ nullable=False)
+ batch_op.alter_column('features',
+ existing_type=sa.TEXT(),
+ nullable=False)
+ batch_op.alter_column('updated_at',
+ existing_type=postgresql.TIMESTAMP(),
+ nullable=False)
+ else:
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.alter_column('graph',
+ existing_type=models.types.LongText(),
+ nullable=False)
+ batch_op.alter_column('features',
+ existing_type=models.types.LongText(),
+ nullable=False)
+ batch_op.alter_column('updated_at',
+ existing_type=sa.TIMESTAMP(),
+ nullable=False)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('workflows', schema=None) as batch_op:
- batch_op.alter_column('updated_at',
- existing_type=postgresql.TIMESTAMP(),
- nullable=True)
- batch_op.alter_column('features',
- existing_type=sa.TEXT(),
- nullable=True)
- batch_op.alter_column('graph',
- existing_type=sa.TEXT(),
- nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.alter_column('updated_at',
+ existing_type=postgresql.TIMESTAMP(),
+ nullable=True)
+ batch_op.alter_column('features',
+ existing_type=sa.TEXT(),
+ nullable=True)
+ batch_op.alter_column('graph',
+ existing_type=sa.TEXT(),
+ nullable=True)
+ else:
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.alter_column('updated_at',
+ existing_type=sa.TIMESTAMP(),
+ nullable=True)
+ batch_op.alter_column('features',
+ existing_type=models.types.LongText(),
+ nullable=True)
+ batch_op.alter_column('graph',
+ existing_type=models.types.LongText(),
+ nullable=True)
- with op.batch_alter_table('messages', schema=None) as batch_op:
- batch_op.alter_column('inputs',
- existing_type=postgresql.JSON(astext_type=sa.Text()),
- nullable=True)
+ if _is_pg(conn):
+ with op.batch_alter_table('messages', schema=None) as batch_op:
+ batch_op.alter_column('inputs',
+ existing_type=postgresql.JSON(astext_type=sa.Text()),
+ nullable=True)
- with op.batch_alter_table('conversations', schema=None) as batch_op:
- batch_op.alter_column('inputs',
- existing_type=postgresql.JSON(astext_type=sa.Text()),
- nullable=True)
+ with op.batch_alter_table('conversations', schema=None) as batch_op:
+ batch_op.alter_column('inputs',
+ existing_type=postgresql.JSON(astext_type=sa.Text()),
+ nullable=True)
+ else:
+ with op.batch_alter_table('messages', schema=None) as batch_op:
+ batch_op.alter_column('inputs',
+ existing_type=sa.JSON(),
+ nullable=True)
+
+ with op.batch_alter_table('conversations', schema=None) as batch_op:
+ batch_op.alter_column('inputs',
+ existing_type=sa.JSON(),
+ nullable=True)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_11_22_0701-e19037032219_parent_child_index.py b/api/migrations/versions/2024_11_22_0701-e19037032219_parent_child_index.py
index 9238e5a0a8..14048baa30 100644
--- a/api/migrations/versions/2024_11_22_0701-e19037032219_parent_child_index.py
+++ b/api/migrations/versions/2024_11_22_0701-e19037032219_parent_child_index.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
+
# revision identifiers, used by Alembic.
revision = 'e19037032219'
down_revision = 'd7999dfa4aae'
@@ -19,27 +23,53 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('child_chunks',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
- sa.Column('document_id', models.types.StringUUID(), nullable=False),
- sa.Column('segment_id', models.types.StringUUID(), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('content', sa.Text(), nullable=False),
- sa.Column('word_count', sa.Integer(), nullable=False),
- sa.Column('index_node_id', sa.String(length=255), nullable=True),
- sa.Column('index_node_hash', sa.String(length=255), nullable=True),
- sa.Column('type', sa.String(length=255), server_default=sa.text("'automatic'::character varying"), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_by', models.types.StringUUID(), nullable=True),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('indexing_at', sa.DateTime(), nullable=True),
- sa.Column('completed_at', sa.DateTime(), nullable=True),
- sa.Column('error', sa.Text(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='child_chunk_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('child_chunks',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('segment_id', models.types.StringUUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('content', sa.Text(), nullable=False),
+ sa.Column('word_count', sa.Integer(), nullable=False),
+ sa.Column('index_node_id', sa.String(length=255), nullable=True),
+ sa.Column('index_node_hash', sa.String(length=255), nullable=True),
+ sa.Column('type', sa.String(length=255), server_default=sa.text("'automatic'::character varying"), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('indexing_at', sa.DateTime(), nullable=True),
+ sa.Column('completed_at', sa.DateTime(), nullable=True),
+ sa.Column('error', sa.Text(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='child_chunk_pkey')
+ )
+ else:
+ op.create_table('child_chunks',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('segment_id', models.types.StringUUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('content', models.types.LongText(), nullable=False),
+ sa.Column('word_count', sa.Integer(), nullable=False),
+ sa.Column('index_node_id', sa.String(length=255), nullable=True),
+ sa.Column('index_node_hash', sa.String(length=255), nullable=True),
+ sa.Column('type', sa.String(length=255), server_default=sa.text("'automatic'"), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('indexing_at', sa.DateTime(), nullable=True),
+ sa.Column('completed_at', sa.DateTime(), nullable=True),
+ sa.Column('error', models.types.LongText(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='child_chunk_pkey')
+ )
+
with op.batch_alter_table('child_chunks', schema=None) as batch_op:
batch_op.create_index('child_chunk_dataset_id_idx', ['tenant_id', 'dataset_id', 'document_id', 'segment_id', 'index_node_id'], unique=False)
diff --git a/api/migrations/versions/2024_12_19_1746-11b07f66c737_remove_unused_tool_providers.py b/api/migrations/versions/2024_12_19_1746-11b07f66c737_remove_unused_tool_providers.py
index 881a9e3c1e..7be99fe09a 100644
--- a/api/migrations/versions/2024_12_19_1746-11b07f66c737_remove_unused_tool_providers.py
+++ b/api/migrations/versions/2024_12_19_1746-11b07f66c737_remove_unused_tool_providers.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '11b07f66c737'
down_revision = 'cf8f4fc45278'
@@ -25,15 +29,30 @@ def upgrade():
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_providers',
- sa.Column('id', sa.UUID(), server_default=sa.text('uuid_generate_v4()'), autoincrement=False, nullable=False),
- sa.Column('tenant_id', sa.UUID(), autoincrement=False, nullable=False),
- sa.Column('tool_name', sa.VARCHAR(length=40), autoincrement=False, nullable=False),
- sa.Column('encrypted_credentials', sa.TEXT(), autoincrement=False, nullable=True),
- sa.Column('is_enabled', sa.BOOLEAN(), server_default=sa.text('false'), autoincrement=False, nullable=False),
- sa.Column('created_at', postgresql.TIMESTAMP(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), autoincrement=False, nullable=False),
- sa.Column('updated_at', postgresql.TIMESTAMP(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), autoincrement=False, nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_provider_pkey'),
- sa.UniqueConstraint('tenant_id', 'tool_name', name='unique_tool_provider_tool_name')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tool_providers',
+ sa.Column('id', sa.UUID(), server_default=sa.text('uuid_generate_v4()'), autoincrement=False, nullable=False),
+ sa.Column('tenant_id', sa.UUID(), autoincrement=False, nullable=False),
+ sa.Column('tool_name', sa.VARCHAR(length=40), autoincrement=False, nullable=False),
+ sa.Column('encrypted_credentials', sa.TEXT(), autoincrement=False, nullable=True),
+ sa.Column('is_enabled', sa.BOOLEAN(), server_default=sa.text('false'), autoincrement=False, nullable=False),
+ sa.Column('created_at', postgresql.TIMESTAMP(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), autoincrement=False, nullable=False),
+ sa.Column('updated_at', postgresql.TIMESTAMP(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), autoincrement=False, nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'tool_name', name='unique_tool_provider_tool_name')
+ )
+ else:
+ op.create_table('tool_providers',
+ sa.Column('id', models.types.StringUUID(), autoincrement=False, nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), autoincrement=False, nullable=False),
+ sa.Column('tool_name', sa.VARCHAR(length=40), autoincrement=False, nullable=False),
+ sa.Column('encrypted_credentials', models.types.LongText(), autoincrement=False, nullable=True),
+ sa.Column('is_enabled', sa.BOOLEAN(), server_default=sa.text('false'), autoincrement=False, nullable=False),
+ sa.Column('created_at', sa.TIMESTAMP(), server_default=sa.func.current_timestamp(), autoincrement=False, nullable=False),
+ sa.Column('updated_at', sa.TIMESTAMP(), server_default=sa.func.current_timestamp(), autoincrement=False, nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'tool_name', name='unique_tool_provider_tool_name')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2024_12_25_1137-923752d42eb6_add_auto_disabled_dataset_logs.py b/api/migrations/versions/2024_12_25_1137-923752d42eb6_add_auto_disabled_dataset_logs.py
index 6dadd4e4a8..750a3d02e2 100644
--- a/api/migrations/versions/2024_12_25_1137-923752d42eb6_add_auto_disabled_dataset_logs.py
+++ b/api/migrations/versions/2024_12_25_1137-923752d42eb6_add_auto_disabled_dataset_logs.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '923752d42eb6'
down_revision = 'e19037032219'
@@ -19,15 +23,29 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('dataset_auto_disable_logs',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
- sa.Column('document_id', models.types.StringUUID(), nullable=False),
- sa.Column('notified', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_auto_disable_log_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('dataset_auto_disable_logs',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('notified', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_auto_disable_log_pkey')
+ )
+ else:
+ op.create_table('dataset_auto_disable_logs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('notified', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_auto_disable_log_pkey')
+ )
+
with op.batch_alter_table('dataset_auto_disable_logs', schema=None) as batch_op:
batch_op.create_index('dataset_auto_disable_log_created_atx', ['created_at'], unique=False)
batch_op.create_index('dataset_auto_disable_log_dataset_idx', ['dataset_id'], unique=False)
diff --git a/api/migrations/versions/2025_01_14_0617-f051706725cc_add_rate_limit_logs.py b/api/migrations/versions/2025_01_14_0617-f051706725cc_add_rate_limit_logs.py
index ef495be661..5d79877e28 100644
--- a/api/migrations/versions/2025_01_14_0617-f051706725cc_add_rate_limit_logs.py
+++ b/api/migrations/versions/2025_01_14_0617-f051706725cc_add_rate_limit_logs.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'f051706725cc'
down_revision = 'ee79d9b1c156'
@@ -19,14 +23,27 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('rate_limit_logs',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('subscription_plan', sa.String(length=255), nullable=False),
- sa.Column('operation', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='rate_limit_log_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('rate_limit_logs',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('subscription_plan', sa.String(length=255), nullable=False),
+ sa.Column('operation', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='rate_limit_log_pkey')
+ )
+ else:
+ op.create_table('rate_limit_logs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('subscription_plan', sa.String(length=255), nullable=False),
+ sa.Column('operation', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='rate_limit_log_pkey')
+ )
+
with op.batch_alter_table('rate_limit_logs', schema=None) as batch_op:
batch_op.create_index('rate_limit_log_operation_idx', ['operation'], unique=False)
batch_op.create_index('rate_limit_log_tenant_idx', ['tenant_id'], unique=False)
diff --git a/api/migrations/versions/2025_02_27_0917-d20049ed0af6_add_metadata_function.py b/api/migrations/versions/2025_02_27_0917-d20049ed0af6_add_metadata_function.py
index 877e3a5eed..da512704a6 100644
--- a/api/migrations/versions/2025_02_27_0917-d20049ed0af6_add_metadata_function.py
+++ b/api/migrations/versions/2025_02_27_0917-d20049ed0af6_add_metadata_function.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'd20049ed0af6'
down_revision = 'f051706725cc'
@@ -19,34 +23,66 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('dataset_metadata_bindings',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
- sa.Column('metadata_id', models.types.StringUUID(), nullable=False),
- sa.Column('document_id', models.types.StringUUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_metadata_binding_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('dataset_metadata_bindings',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('metadata_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_metadata_binding_pkey')
+ )
+ else:
+ op.create_table('dataset_metadata_bindings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('metadata_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_metadata_binding_pkey')
+ )
+
with op.batch_alter_table('dataset_metadata_bindings', schema=None) as batch_op:
batch_op.create_index('dataset_metadata_binding_dataset_idx', ['dataset_id'], unique=False)
batch_op.create_index('dataset_metadata_binding_document_idx', ['document_id'], unique=False)
batch_op.create_index('dataset_metadata_binding_metadata_idx', ['metadata_id'], unique=False)
batch_op.create_index('dataset_metadata_binding_tenant_idx', ['tenant_id'], unique=False)
- op.create_table('dataset_metadatas',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
- sa.Column('type', sa.String(length=255), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=False),
- sa.Column('updated_by', models.types.StringUUID(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='dataset_metadata_pkey')
- )
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ op.create_table('dataset_metadatas',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='dataset_metadata_pkey')
+ )
+ else:
+ # MySQL: Use compatible syntax
+ op.create_table('dataset_metadatas',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='dataset_metadata_pkey')
+ )
+
with op.batch_alter_table('dataset_metadatas', schema=None) as batch_op:
batch_op.create_index('dataset_metadata_dataset_idx', ['dataset_id'], unique=False)
batch_op.create_index('dataset_metadata_tenant_idx', ['tenant_id'], unique=False)
@@ -54,23 +90,31 @@ def upgrade():
with op.batch_alter_table('datasets', schema=None) as batch_op:
batch_op.add_column(sa.Column('built_in_field_enabled', sa.Boolean(), server_default=sa.text('false'), nullable=False))
- with op.batch_alter_table('documents', schema=None) as batch_op:
- batch_op.alter_column('doc_metadata',
- existing_type=postgresql.JSON(astext_type=sa.Text()),
- type_=postgresql.JSONB(astext_type=sa.Text()),
- existing_nullable=True)
- batch_op.create_index('document_metadata_idx', ['doc_metadata'], unique=False, postgresql_using='gin')
+ if _is_pg(conn):
+ with op.batch_alter_table('documents', schema=None) as batch_op:
+ batch_op.alter_column('doc_metadata',
+ existing_type=postgresql.JSON(astext_type=sa.Text()),
+ type_=postgresql.JSONB(astext_type=sa.Text()),
+ existing_nullable=True)
+ batch_op.create_index('document_metadata_idx', ['doc_metadata'], unique=False, postgresql_using='gin')
+ else:
+ pass
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('documents', schema=None) as batch_op:
- batch_op.drop_index('document_metadata_idx', postgresql_using='gin')
- batch_op.alter_column('doc_metadata',
- existing_type=postgresql.JSONB(astext_type=sa.Text()),
- type_=postgresql.JSON(astext_type=sa.Text()),
- existing_nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('documents', schema=None) as batch_op:
+ batch_op.drop_index('document_metadata_idx', postgresql_using='gin')
+ batch_op.alter_column('doc_metadata',
+ existing_type=postgresql.JSONB(astext_type=sa.Text()),
+ type_=postgresql.JSON(astext_type=sa.Text()),
+ existing_nullable=True)
+ else:
+ pass
with op.batch_alter_table('datasets', schema=None) as batch_op:
batch_op.drop_column('built_in_field_enabled')
diff --git a/api/migrations/versions/2025_03_03_1436-ee79d9b1c156_add_marked_name_and_marked_comment_in_.py b/api/migrations/versions/2025_03_03_1436-ee79d9b1c156_add_marked_name_and_marked_comment_in_.py
index 5189de40e4..ea1b24b0fa 100644
--- a/api/migrations/versions/2025_03_03_1436-ee79d9b1c156_add_marked_name_and_marked_comment_in_.py
+++ b/api/migrations/versions/2025_03_03_1436-ee79d9b1c156_add_marked_name_and_marked_comment_in_.py
@@ -17,10 +17,23 @@ branch_labels = None
depends_on = None
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
+
def upgrade():
- with op.batch_alter_table('workflows', schema=None) as batch_op:
- batch_op.add_column(sa.Column('marked_name', sa.String(), nullable=False, server_default=''))
- batch_op.add_column(sa.Column('marked_comment', sa.String(), nullable=False, server_default=''))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('marked_name', sa.String(), nullable=False, server_default=''))
+ batch_op.add_column(sa.Column('marked_comment', sa.String(), nullable=False, server_default=''))
+ else:
+ # MySQL: Use compatible syntax
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('marked_name', sa.String(length=255), nullable=False, server_default=''))
+ batch_op.add_column(sa.Column('marked_comment', sa.String(length=255), nullable=False, server_default=''))
def downgrade():
diff --git a/api/migrations/versions/2025_05_15_1531-2adcbe1f5dfb_add_workflowdraftvariable_model.py b/api/migrations/versions/2025_05_15_1531-2adcbe1f5dfb_add_workflowdraftvariable_model.py
index 5bf394b21c..ef781b63c2 100644
--- a/api/migrations/versions/2025_05_15_1531-2adcbe1f5dfb_add_workflowdraftvariable_model.py
+++ b/api/migrations/versions/2025_05_15_1531-2adcbe1f5dfb_add_workflowdraftvariable_model.py
@@ -11,6 +11,10 @@ from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = "2adcbe1f5dfb"
down_revision = "d28f2004b072"
@@ -20,24 +24,46 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table(
- "workflow_draft_variables",
- sa.Column("id", models.types.StringUUID(), server_default=sa.text("uuid_generate_v4()"), nullable=False),
- sa.Column("created_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
- sa.Column("updated_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
- sa.Column("app_id", models.types.StringUUID(), nullable=False),
- sa.Column("last_edited_at", sa.DateTime(), nullable=True),
- sa.Column("node_id", sa.String(length=255), nullable=False),
- sa.Column("name", sa.String(length=255), nullable=False),
- sa.Column("description", sa.String(length=255), nullable=False),
- sa.Column("selector", sa.String(length=255), nullable=False),
- sa.Column("value_type", sa.String(length=20), nullable=False),
- sa.Column("value", sa.Text(), nullable=False),
- sa.Column("visible", sa.Boolean(), nullable=False),
- sa.Column("editable", sa.Boolean(), nullable=False),
- sa.PrimaryKeyConstraint("id", name=op.f("workflow_draft_variables_pkey")),
- sa.UniqueConstraint("app_id", "node_id", "name", name=op.f("workflow_draft_variables_app_id_key")),
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table(
+ "workflow_draft_variables",
+ sa.Column("id", models.types.StringUUID(), server_default=sa.text("uuid_generate_v4()"), nullable=False),
+ sa.Column("created_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
+ sa.Column("updated_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
+ sa.Column("app_id", models.types.StringUUID(), nullable=False),
+ sa.Column("last_edited_at", sa.DateTime(), nullable=True),
+ sa.Column("node_id", sa.String(length=255), nullable=False),
+ sa.Column("name", sa.String(length=255), nullable=False),
+ sa.Column("description", sa.String(length=255), nullable=False),
+ sa.Column("selector", sa.String(length=255), nullable=False),
+ sa.Column("value_type", sa.String(length=20), nullable=False),
+ sa.Column("value", sa.Text(), nullable=False),
+ sa.Column("visible", sa.Boolean(), nullable=False),
+ sa.Column("editable", sa.Boolean(), nullable=False),
+ sa.PrimaryKeyConstraint("id", name=op.f("workflow_draft_variables_pkey")),
+ sa.UniqueConstraint("app_id", "node_id", "name", name=op.f("workflow_draft_variables_app_id_key")),
+ )
+ else:
+ op.create_table(
+ "workflow_draft_variables",
+ sa.Column("id", models.types.StringUUID(), nullable=False),
+ sa.Column("created_at", sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column("updated_at", sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column("app_id", models.types.StringUUID(), nullable=False),
+ sa.Column("last_edited_at", sa.DateTime(), nullable=True),
+ sa.Column("node_id", sa.String(length=255), nullable=False),
+ sa.Column("name", sa.String(length=255), nullable=False),
+ sa.Column("description", sa.String(length=255), nullable=False),
+ sa.Column("selector", sa.String(length=255), nullable=False),
+ sa.Column("value_type", sa.String(length=20), nullable=False),
+ sa.Column("value", models.types.LongText(), nullable=False),
+ sa.Column("visible", sa.Boolean(), nullable=False),
+ sa.Column("editable", sa.Boolean(), nullable=False),
+ sa.PrimaryKeyConstraint("id", name=op.f("workflow_draft_variables_pkey")),
+ sa.UniqueConstraint("app_id", "node_id", "name", name=op.f("workflow_draft_variables_app_id_key")),
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_06_06_1424-4474872b0ee6_workflow_draft_varaibles_add_node_execution_id.py b/api/migrations/versions/2025_06_06_1424-4474872b0ee6_workflow_draft_varaibles_add_node_execution_id.py
index d7a5d116c9..610064320a 100644
--- a/api/migrations/versions/2025_06_06_1424-4474872b0ee6_workflow_draft_varaibles_add_node_execution_id.py
+++ b/api/migrations/versions/2025_06_06_1424-4474872b0ee6_workflow_draft_varaibles_add_node_execution_id.py
@@ -7,6 +7,10 @@ Create Date: 2025-06-06 14:24:44.213018
"""
from alembic import op
import models as models
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
import sqlalchemy as sa
@@ -18,19 +22,30 @@ depends_on = None
def upgrade():
- # `CREATE INDEX CONCURRENTLY` cannot run within a transaction, so use the `autocommit_block`
- # context manager to wrap the index creation statement.
- # Reference:
- #
- # - https://www.postgresql.org/docs/current/sql-createindex.html#:~:text=Another%20difference%20is,CREATE%20INDEX%20CONCURRENTLY%20cannot.
- # - https://alembic.sqlalchemy.org/en/latest/api/runtime.html#alembic.runtime.migration.MigrationContext.autocommit_block
- with op.get_context().autocommit_block():
+ # ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # `CREATE INDEX CONCURRENTLY` cannot run within a transaction, so use the `autocommit_block`
+ # context manager to wrap the index creation statement.
+ # Reference:
+ #
+ # - https://www.postgresql.org/docs/current/sql-createindex.html#:~:text=Another%20difference%20is,CREATE%20INDEX%20CONCURRENTLY%20cannot.
+ # - https://alembic.sqlalchemy.org/en/latest/api/runtime.html#alembic.runtime.migration.MigrationContext.autocommit_block
+ with op.get_context().autocommit_block():
+ op.create_index(
+ op.f('workflow_node_executions_tenant_id_idx'),
+ "workflow_node_executions",
+ ['tenant_id', 'workflow_id', 'node_id', sa.literal_column('created_at DESC')],
+ unique=False,
+ postgresql_concurrently=True,
+ )
+ else:
op.create_index(
op.f('workflow_node_executions_tenant_id_idx'),
"workflow_node_executions",
['tenant_id', 'workflow_id', 'node_id', sa.literal_column('created_at DESC')],
unique=False,
- postgresql_concurrently=True,
)
with op.batch_alter_table('workflow_draft_variables', schema=None) as batch_op:
@@ -51,8 +66,13 @@ def downgrade():
# Reference:
#
# https://www.postgresql.org/docs/current/sql-createindex.html#:~:text=Another%20difference%20is,CREATE%20INDEX%20CONCURRENTLY%20cannot.
- with op.get_context().autocommit_block():
- op.drop_index(op.f('workflow_node_executions_tenant_id_idx'), postgresql_concurrently=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.get_context().autocommit_block():
+ op.drop_index(op.f('workflow_node_executions_tenant_id_idx'), postgresql_concurrently=True)
+ else:
+ op.drop_index(op.f('workflow_node_executions_tenant_id_idx'))
with op.batch_alter_table('workflow_draft_variables', schema=None) as batch_op:
batch_op.drop_column('node_execution_id')
diff --git a/api/migrations/versions/2025_06_25_0936-58eb7bdb93fe_add_mcp_server_tool_and_app_server.py b/api/migrations/versions/2025_06_25_0936-58eb7bdb93fe_add_mcp_server_tool_and_app_server.py
index 0548bf05ef..83a7d1814c 100644
--- a/api/migrations/versions/2025_06_25_0936-58eb7bdb93fe_add_mcp_server_tool_and_app_server.py
+++ b/api/migrations/versions/2025_06_25_0936-58eb7bdb93fe_add_mcp_server_tool_and_app_server.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
+
# revision identifiers, used by Alembic.
revision = '58eb7bdb93fe'
down_revision = '0ab65e1cc7fa'
@@ -19,40 +23,80 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('app_mcp_servers',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('description', sa.String(length=255), nullable=False),
- sa.Column('server_code', sa.String(length=255), nullable=False),
- sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
- sa.Column('parameters', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='app_mcp_server_pkey'),
- sa.UniqueConstraint('tenant_id', 'app_id', name='unique_app_mcp_server_tenant_app_id'),
- sa.UniqueConstraint('server_code', name='unique_app_mcp_server_server_code')
- )
- op.create_table('tool_mcp_providers',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('name', sa.String(length=40), nullable=False),
- sa.Column('server_identifier', sa.String(length=24), nullable=False),
- sa.Column('server_url', sa.Text(), nullable=False),
- sa.Column('server_url_hash', sa.String(length=64), nullable=False),
- sa.Column('icon', sa.String(length=255), nullable=True),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('user_id', models.types.StringUUID(), nullable=False),
- sa.Column('encrypted_credentials', sa.Text(), nullable=True),
- sa.Column('authed', sa.Boolean(), nullable=False),
- sa.Column('tools', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_mcp_provider_pkey'),
- sa.UniqueConstraint('tenant_id', 'name', name='unique_mcp_provider_name'),
- sa.UniqueConstraint('tenant_id', 'server_identifier', name='unique_mcp_provider_server_identifier'),
- sa.UniqueConstraint('tenant_id', 'server_url_hash', name='unique_mcp_provider_server_url')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('app_mcp_servers',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', sa.String(length=255), nullable=False),
+ sa.Column('server_code', sa.String(length=255), nullable=False),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
+ sa.Column('parameters', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_mcp_server_pkey'),
+ sa.UniqueConstraint('tenant_id', 'app_id', name='unique_app_mcp_server_tenant_app_id'),
+ sa.UniqueConstraint('server_code', name='unique_app_mcp_server_server_code')
+ )
+ else:
+ op.create_table('app_mcp_servers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', sa.String(length=255), nullable=False),
+ sa.Column('server_code', sa.String(length=255), nullable=False),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'"), nullable=False),
+ sa.Column('parameters', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_mcp_server_pkey'),
+ sa.UniqueConstraint('tenant_id', 'app_id', name='unique_app_mcp_server_tenant_app_id'),
+ sa.UniqueConstraint('server_code', name='unique_app_mcp_server_server_code')
+ )
+ if _is_pg(conn):
+ op.create_table('tool_mcp_providers',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('name', sa.String(length=40), nullable=False),
+ sa.Column('server_identifier', sa.String(length=24), nullable=False),
+ sa.Column('server_url', sa.Text(), nullable=False),
+ sa.Column('server_url_hash', sa.String(length=64), nullable=False),
+ sa.Column('icon', sa.String(length=255), nullable=True),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('encrypted_credentials', sa.Text(), nullable=True),
+ sa.Column('authed', sa.Boolean(), nullable=False),
+ sa.Column('tools', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_mcp_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'name', name='unique_mcp_provider_name'),
+ sa.UniqueConstraint('tenant_id', 'server_identifier', name='unique_mcp_provider_server_identifier'),
+ sa.UniqueConstraint('tenant_id', 'server_url_hash', name='unique_mcp_provider_server_url')
+ )
+ else:
+ op.create_table('tool_mcp_providers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=40), nullable=False),
+ sa.Column('server_identifier', sa.String(length=24), nullable=False),
+ sa.Column('server_url', models.types.LongText(), nullable=False),
+ sa.Column('server_url_hash', sa.String(length=64), nullable=False),
+ sa.Column('icon', sa.String(length=255), nullable=True),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('encrypted_credentials', models.types.LongText(), nullable=True),
+ sa.Column('authed', sa.Boolean(), nullable=False),
+ sa.Column('tools', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_mcp_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'name', name='unique_mcp_provider_name'),
+ sa.UniqueConstraint('tenant_id', 'server_identifier', name='unique_mcp_provider_server_identifier'),
+ sa.UniqueConstraint('tenant_id', 'server_url_hash', name='unique_mcp_provider_server_url')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_07_02_2332-1c9ba48be8e4_add_uuidv7_function_in_sql.py b/api/migrations/versions/2025_07_02_2332-1c9ba48be8e4_add_uuidv7_function_in_sql.py
index 2bbbb3d28e..1aa92b7d50 100644
--- a/api/migrations/versions/2025_07_02_2332-1c9ba48be8e4_add_uuidv7_function_in_sql.py
+++ b/api/migrations/versions/2025_07_02_2332-1c9ba48be8e4_add_uuidv7_function_in_sql.py
@@ -27,6 +27,10 @@ import models as models
import sqlalchemy as sa
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
+
# revision identifiers, used by Alembic.
revision = '1c9ba48be8e4'
down_revision = '58eb7bdb93fe'
@@ -40,7 +44,11 @@ def upgrade():
# The ability to specify source timestamp has been removed because its type signature is incompatible with
# PostgreSQL 18's `uuidv7` function. This capability is rarely needed in practice, as IDs can be
# generated and controlled within the application layer.
- op.execute(sa.text(r"""
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Create uuidv7 functions
+ op.execute(sa.text(r"""
/* Main function to generate a uuidv7 value with millisecond precision */
CREATE FUNCTION uuidv7() RETURNS uuid
AS
@@ -63,7 +71,7 @@ COMMENT ON FUNCTION uuidv7 IS
'Generate a uuid-v7 value with a 48-bit timestamp (millisecond precision) and 74 bits of randomness';
"""))
- op.execute(sa.text(r"""
+ op.execute(sa.text(r"""
CREATE FUNCTION uuidv7_boundary(timestamptz) RETURNS uuid
AS
$$
@@ -79,8 +87,15 @@ COMMENT ON FUNCTION uuidv7_boundary(timestamptz) IS
'Generate a non-random uuidv7 with the given timestamp (first 48 bits) and all random bits to 0. As the smallest possible uuidv7 for that timestamp, it may be used as a boundary for partitions.';
"""
))
+ else:
+ pass
def downgrade():
- op.execute(sa.text("DROP FUNCTION uuidv7"))
- op.execute(sa.text("DROP FUNCTION uuidv7_boundary"))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.execute(sa.text("DROP FUNCTION uuidv7"))
+ op.execute(sa.text("DROP FUNCTION uuidv7_boundary"))
+ else:
+ pass
diff --git a/api/migrations/versions/2025_07_04_1705-71f5020c6470_tool_oauth.py b/api/migrations/versions/2025_07_04_1705-71f5020c6470_tool_oauth.py
index df4fbf0a0e..e22af7cb8a 100644
--- a/api/migrations/versions/2025_07_04_1705-71f5020c6470_tool_oauth.py
+++ b/api/migrations/versions/2025_07_04_1705-71f5020c6470_tool_oauth.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
+
# revision identifiers, used by Alembic.
revision = '71f5020c6470'
down_revision = '1c9ba48be8e4'
@@ -19,31 +23,63 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_oauth_system_clients',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('plugin_id', sa.String(length=512), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('encrypted_oauth_params', sa.Text(), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_oauth_system_client_pkey'),
- sa.UniqueConstraint('plugin_id', 'provider', name='tool_oauth_system_client_plugin_id_provider_idx')
- )
- op.create_table('tool_oauth_tenant_clients',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('plugin_id', sa.String(length=512), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.Column('encrypted_oauth_params', sa.Text(), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_oauth_tenant_client_pkey'),
- sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='unique_tool_oauth_tenant_client')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tool_oauth_system_clients',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('plugin_id', sa.String(length=512), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_oauth_params', sa.Text(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_oauth_system_client_pkey'),
+ sa.UniqueConstraint('plugin_id', 'provider', name='tool_oauth_system_client_plugin_id_provider_idx')
+ )
+ else:
+ op.create_table('tool_oauth_system_clients',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('plugin_id', sa.String(length=512), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_oauth_params', models.types.LongText(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_oauth_system_client_pkey'),
+ sa.UniqueConstraint('plugin_id', 'provider', name='tool_oauth_system_client_plugin_id_provider_idx')
+ )
+ if _is_pg(conn):
+ op.create_table('tool_oauth_tenant_clients',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('plugin_id', sa.String(length=512), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('encrypted_oauth_params', sa.Text(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_oauth_tenant_client_pkey'),
+ sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='unique_tool_oauth_tenant_client')
+ )
+ else:
+ op.create_table('tool_oauth_tenant_clients',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('encrypted_oauth_params', models.types.LongText(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_oauth_tenant_client_pkey'),
+ sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='unique_tool_oauth_tenant_client')
+ )
- with op.batch_alter_table('tool_builtin_providers', schema=None) as batch_op:
- batch_op.add_column(sa.Column('name', sa.String(length=256), server_default=sa.text("'API KEY 1'::character varying"), nullable=False))
- batch_op.add_column(sa.Column('is_default', sa.Boolean(), server_default=sa.text('false'), nullable=False))
- batch_op.add_column(sa.Column('credential_type', sa.String(length=32), server_default=sa.text("'api-key'::character varying"), nullable=False))
- batch_op.drop_constraint(batch_op.f('unique_builtin_tool_provider'), type_='unique')
- batch_op.create_unique_constraint(batch_op.f('unique_builtin_tool_provider'), ['tenant_id', 'provider', 'name'])
+ if _is_pg(conn):
+ with op.batch_alter_table('tool_builtin_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('name', sa.String(length=256), server_default=sa.text("'API KEY 1'::character varying"), nullable=False))
+ batch_op.add_column(sa.Column('is_default', sa.Boolean(), server_default=sa.text('false'), nullable=False))
+ batch_op.add_column(sa.Column('credential_type', sa.String(length=32), server_default=sa.text("'api-key'::character varying"), nullable=False))
+ batch_op.drop_constraint(batch_op.f('unique_builtin_tool_provider'), type_='unique')
+ batch_op.create_unique_constraint(batch_op.f('unique_builtin_tool_provider'), ['tenant_id', 'provider', 'name'])
+ else:
+ with op.batch_alter_table('tool_builtin_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('name', sa.String(length=256), server_default=sa.text("'API KEY 1'"), nullable=False))
+ batch_op.add_column(sa.Column('is_default', sa.Boolean(), server_default=sa.text('false'), nullable=False))
+ batch_op.add_column(sa.Column('credential_type', sa.String(length=32), server_default=sa.text("'api-key'"), nullable=False))
+ batch_op.drop_constraint(batch_op.f('unique_builtin_tool_provider'), type_='unique')
+ batch_op.create_unique_constraint(batch_op.f('unique_builtin_tool_provider'), ['tenant_id', 'provider', 'name'])
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_07_23_1508-8bcc02c9bd07_add_tenant_plugin_autoupgrade_table.py b/api/migrations/versions/2025_07_23_1508-8bcc02c9bd07_add_tenant_plugin_autoupgrade_table.py
index 4ff0402a97..48b6ceb145 100644
--- a/api/migrations/versions/2025_07_23_1508-8bcc02c9bd07_add_tenant_plugin_autoupgrade_table.py
+++ b/api/migrations/versions/2025_07_23_1508-8bcc02c9bd07_add_tenant_plugin_autoupgrade_table.py
@@ -10,6 +10,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '8bcc02c9bd07'
down_revision = '375fe79ead14'
@@ -19,19 +23,36 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tenant_plugin_auto_upgrade_strategies',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('strategy_setting', sa.String(length=16), server_default='fix_only', nullable=False),
- sa.Column('upgrade_time_of_day', sa.Integer(), nullable=False),
- sa.Column('upgrade_mode', sa.String(length=16), server_default='exclude', nullable=False),
- sa.Column('exclude_plugins', sa.ARRAY(sa.String(length=255)), nullable=False),
- sa.Column('include_plugins', sa.ARRAY(sa.String(length=255)), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tenant_plugin_auto_upgrade_strategy_pkey'),
- sa.UniqueConstraint('tenant_id', name='unique_tenant_plugin_auto_upgrade_strategy')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tenant_plugin_auto_upgrade_strategies',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('strategy_setting', sa.String(length=16), server_default='fix_only', nullable=False),
+ sa.Column('upgrade_time_of_day', sa.Integer(), nullable=False),
+ sa.Column('upgrade_mode', sa.String(length=16), server_default='exclude', nullable=False),
+ sa.Column('exclude_plugins', sa.ARRAY(sa.String(length=255)), nullable=False),
+ sa.Column('include_plugins', sa.ARRAY(sa.String(length=255)), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_plugin_auto_upgrade_strategy_pkey'),
+ sa.UniqueConstraint('tenant_id', name='unique_tenant_plugin_auto_upgrade_strategy')
+ )
+ else:
+ op.create_table('tenant_plugin_auto_upgrade_strategies',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('strategy_setting', sa.String(length=16), server_default='fix_only', nullable=False),
+ sa.Column('upgrade_time_of_day', sa.Integer(), nullable=False),
+ sa.Column('upgrade_mode', sa.String(length=16), server_default='exclude', nullable=False),
+ sa.Column('exclude_plugins', sa.JSON(), nullable=False),
+ sa.Column('include_plugins', sa.JSON(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_plugin_auto_upgrade_strategy_pkey'),
+ sa.UniqueConstraint('tenant_id', name='unique_tenant_plugin_auto_upgrade_strategy')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_07_24_1450-532b3f888abf_manual_dataset_field_update.py b/api/migrations/versions/2025_07_24_1450-532b3f888abf_manual_dataset_field_update.py
index 1664fb99c4..2597067e81 100644
--- a/api/migrations/versions/2025_07_24_1450-532b3f888abf_manual_dataset_field_update.py
+++ b/api/migrations/versions/2025_07_24_1450-532b3f888abf_manual_dataset_field_update.py
@@ -7,6 +7,10 @@ Create Date: 2025-07-24 14:50:48.779833
"""
from alembic import op
import models as models
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
import sqlalchemy as sa
@@ -18,8 +22,18 @@ depends_on = None
def upgrade():
- op.execute("ALTER TABLE tidb_auth_bindings ALTER COLUMN status SET DEFAULT 'CREATING'::character varying")
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.execute("ALTER TABLE tidb_auth_bindings ALTER COLUMN status SET DEFAULT 'CREATING'::character varying")
+ else:
+ op.execute("ALTER TABLE tidb_auth_bindings ALTER COLUMN status SET DEFAULT 'CREATING'")
def downgrade():
- op.execute("ALTER TABLE tidb_auth_bindings ALTER COLUMN status SET DEFAULT 'CREATING'")
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.execute("ALTER TABLE tidb_auth_bindings ALTER COLUMN status SET DEFAULT 'CREATING'::character varying")
+ else:
+ op.execute("ALTER TABLE tidb_auth_bindings ALTER COLUMN status SET DEFAULT 'CREATING'")
diff --git a/api/migrations/versions/2025_08_09_1553-e8446f481c1e_add_provider_credential_pool_support.py b/api/migrations/versions/2025_08_09_1553-e8446f481c1e_add_provider_credential_pool_support.py
index da8b1aa796..18e1b8d601 100644
--- a/api/migrations/versions/2025_08_09_1553-e8446f481c1e_add_provider_credential_pool_support.py
+++ b/api/migrations/versions/2025_08_09_1553-e8446f481c1e_add_provider_credential_pool_support.py
@@ -11,6 +11,10 @@ import models as models
import sqlalchemy as sa
from sqlalchemy.sql import table, column
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'e8446f481c1e'
down_revision = 'fa8b0fa6f407'
@@ -20,16 +24,30 @@ depends_on = None
def upgrade():
# Create provider_credentials table
- op.create_table('provider_credentials',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=255), nullable=False),
- sa.Column('credential_name', sa.String(length=255), nullable=False),
- sa.Column('encrypted_config', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='provider_credential_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('provider_credentials',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), nullable=False),
+ sa.Column('credential_name', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_config', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_credential_pkey')
+ )
+ else:
+ op.create_table('provider_credentials',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), nullable=False),
+ sa.Column('credential_name', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_config', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_credential_pkey')
+ )
# Create index for provider_credentials
with op.batch_alter_table('provider_credentials', schema=None) as batch_op:
@@ -60,27 +78,49 @@ def upgrade():
def migrate_existing_providers_data():
"""migrate providers table data to provider_credentials"""
-
+ conn = op.get_bind()
# Define table structure for data manipulation
- providers_table = table('providers',
- column('id', models.types.StringUUID()),
- column('tenant_id', models.types.StringUUID()),
- column('provider_name', sa.String()),
- column('encrypted_config', sa.Text()),
- column('created_at', sa.DateTime()),
- column('updated_at', sa.DateTime()),
- column('credential_id', models.types.StringUUID()),
- )
+ if _is_pg(conn):
+ providers_table = table('providers',
+ column('id', models.types.StringUUID()),
+ column('tenant_id', models.types.StringUUID()),
+ column('provider_name', sa.String()),
+ column('encrypted_config', sa.Text()),
+ column('created_at', sa.DateTime()),
+ column('updated_at', sa.DateTime()),
+ column('credential_id', models.types.StringUUID()),
+ )
+ else:
+ providers_table = table('providers',
+ column('id', models.types.StringUUID()),
+ column('tenant_id', models.types.StringUUID()),
+ column('provider_name', sa.String()),
+ column('encrypted_config', models.types.LongText()),
+ column('created_at', sa.DateTime()),
+ column('updated_at', sa.DateTime()),
+ column('credential_id', models.types.StringUUID()),
+ )
- provider_credential_table = table('provider_credentials',
- column('id', models.types.StringUUID()),
- column('tenant_id', models.types.StringUUID()),
- column('provider_name', sa.String()),
- column('credential_name', sa.String()),
- column('encrypted_config', sa.Text()),
- column('created_at', sa.DateTime()),
- column('updated_at', sa.DateTime())
- )
+ if _is_pg(conn):
+ provider_credential_table = table('provider_credentials',
+ column('id', models.types.StringUUID()),
+ column('tenant_id', models.types.StringUUID()),
+ column('provider_name', sa.String()),
+ column('credential_name', sa.String()),
+ column('encrypted_config', sa.Text()),
+ column('created_at', sa.DateTime()),
+ column('updated_at', sa.DateTime())
+ )
+ else:
+ provider_credential_table = table('provider_credentials',
+ column('id', models.types.StringUUID()),
+ column('tenant_id', models.types.StringUUID()),
+ column('provider_name', sa.String()),
+ column('credential_name', sa.String()),
+ column('encrypted_config', models.types.LongText()),
+ column('created_at', sa.DateTime()),
+ column('updated_at', sa.DateTime())
+ )
# Get database connection
conn = op.get_bind()
@@ -123,8 +163,14 @@ def migrate_existing_providers_data():
def downgrade():
# Re-add encrypted_config column to providers table
- with op.batch_alter_table('providers', schema=None) as batch_op:
- batch_op.add_column(sa.Column('encrypted_config', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('encrypted_config', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('encrypted_config', models.types.LongText(), nullable=True))
# Migrate data back from provider_credentials to providers
diff --git a/api/migrations/versions/2025_08_13_1605-0e154742a5fa_add_provider_model_multi_credential.py b/api/migrations/versions/2025_08_13_1605-0e154742a5fa_add_provider_model_multi_credential.py
index f03a215505..16ca902726 100644
--- a/api/migrations/versions/2025_08_13_1605-0e154742a5fa_add_provider_model_multi_credential.py
+++ b/api/migrations/versions/2025_08_13_1605-0e154742a5fa_add_provider_model_multi_credential.py
@@ -13,6 +13,10 @@ import sqlalchemy as sa
from sqlalchemy.sql import table, column
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
+
# revision identifiers, used by Alembic.
revision = '0e154742a5fa'
down_revision = 'e8446f481c1e'
@@ -22,18 +26,34 @@ depends_on = None
def upgrade():
# Create provider_model_credentials table
- op.create_table('provider_model_credentials',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=255), nullable=False),
- sa.Column('model_name', sa.String(length=255), nullable=False),
- sa.Column('model_type', sa.String(length=40), nullable=False),
- sa.Column('credential_name', sa.String(length=255), nullable=False),
- sa.Column('encrypted_config', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='provider_model_credential_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('provider_model_credentials',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), nullable=False),
+ sa.Column('model_name', sa.String(length=255), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('credential_name', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_config', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_model_credential_pkey')
+ )
+ else:
+ op.create_table('provider_model_credentials',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), nullable=False),
+ sa.Column('model_name', sa.String(length=255), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('credential_name', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_config', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_model_credential_pkey')
+ )
# Create index for provider_model_credentials
with op.batch_alter_table('provider_model_credentials', schema=None) as batch_op:
@@ -66,31 +86,57 @@ def upgrade():
def migrate_existing_provider_models_data():
"""migrate provider_models table data to provider_model_credentials"""
-
+ conn = op.get_bind()
# Define table structure for data manipulation
- provider_models_table = table('provider_models',
- column('id', models.types.StringUUID()),
- column('tenant_id', models.types.StringUUID()),
- column('provider_name', sa.String()),
- column('model_name', sa.String()),
- column('model_type', sa.String()),
- column('encrypted_config', sa.Text()),
- column('created_at', sa.DateTime()),
- column('updated_at', sa.DateTime()),
- column('credential_id', models.types.StringUUID()),
- )
+ if _is_pg(conn):
+ provider_models_table = table('provider_models',
+ column('id', models.types.StringUUID()),
+ column('tenant_id', models.types.StringUUID()),
+ column('provider_name', sa.String()),
+ column('model_name', sa.String()),
+ column('model_type', sa.String()),
+ column('encrypted_config', sa.Text()),
+ column('created_at', sa.DateTime()),
+ column('updated_at', sa.DateTime()),
+ column('credential_id', models.types.StringUUID()),
+ )
+ else:
+ provider_models_table = table('provider_models',
+ column('id', models.types.StringUUID()),
+ column('tenant_id', models.types.StringUUID()),
+ column('provider_name', sa.String()),
+ column('model_name', sa.String()),
+ column('model_type', sa.String()),
+ column('encrypted_config', models.types.LongText()),
+ column('created_at', sa.DateTime()),
+ column('updated_at', sa.DateTime()),
+ column('credential_id', models.types.StringUUID()),
+ )
- provider_model_credentials_table = table('provider_model_credentials',
- column('id', models.types.StringUUID()),
- column('tenant_id', models.types.StringUUID()),
- column('provider_name', sa.String()),
- column('model_name', sa.String()),
- column('model_type', sa.String()),
- column('credential_name', sa.String()),
- column('encrypted_config', sa.Text()),
- column('created_at', sa.DateTime()),
- column('updated_at', sa.DateTime())
- )
+ if _is_pg(conn):
+ provider_model_credentials_table = table('provider_model_credentials',
+ column('id', models.types.StringUUID()),
+ column('tenant_id', models.types.StringUUID()),
+ column('provider_name', sa.String()),
+ column('model_name', sa.String()),
+ column('model_type', sa.String()),
+ column('credential_name', sa.String()),
+ column('encrypted_config', sa.Text()),
+ column('created_at', sa.DateTime()),
+ column('updated_at', sa.DateTime())
+ )
+ else:
+ provider_model_credentials_table = table('provider_model_credentials',
+ column('id', models.types.StringUUID()),
+ column('tenant_id', models.types.StringUUID()),
+ column('provider_name', sa.String()),
+ column('model_name', sa.String()),
+ column('model_type', sa.String()),
+ column('credential_name', sa.String()),
+ column('encrypted_config', models.types.LongText()),
+ column('created_at', sa.DateTime()),
+ column('updated_at', sa.DateTime())
+ )
# Get database connection
@@ -137,8 +183,14 @@ def migrate_existing_provider_models_data():
def downgrade():
# Re-add encrypted_config column to provider_models table
- with op.batch_alter_table('provider_models', schema=None) as batch_op:
- batch_op.add_column(sa.Column('encrypted_config', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('provider_models', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('encrypted_config', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('provider_models', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('encrypted_config', models.types.LongText(), nullable=True))
if not context.is_offline_mode():
# Migrate data back from provider_model_credentials to provider_models
diff --git a/api/migrations/versions/2025_08_20_1747-8d289573e1da_add_oauth_provider_apps.py b/api/migrations/versions/2025_08_20_1747-8d289573e1da_add_oauth_provider_apps.py
index 3a3186bcbc..75b4d61173 100644
--- a/api/migrations/versions/2025_08_20_1747-8d289573e1da_add_oauth_provider_apps.py
+++ b/api/migrations/versions/2025_08_20_1747-8d289573e1da_add_oauth_provider_apps.py
@@ -8,6 +8,11 @@ Create Date: 2025-08-20 17:47:17.015695
from alembic import op
import models as models
import sqlalchemy as sa
+from libs.uuid_utils import uuidv7
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
# revision identifiers, used by Alembic.
@@ -19,17 +24,33 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('oauth_provider_apps',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('app_icon', sa.String(length=255), nullable=False),
- sa.Column('app_label', sa.JSON(), server_default='{}', nullable=False),
- sa.Column('client_id', sa.String(length=255), nullable=False),
- sa.Column('client_secret', sa.String(length=255), nullable=False),
- sa.Column('redirect_uris', sa.JSON(), server_default='[]', nullable=False),
- sa.Column('scope', sa.String(length=255), server_default=sa.text("'read:name read:email read:avatar read:interface_language read:timezone'"), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='oauth_provider_app_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('oauth_provider_apps',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('app_icon', sa.String(length=255), nullable=False),
+ sa.Column('app_label', sa.JSON(), server_default='{}', nullable=False),
+ sa.Column('client_id', sa.String(length=255), nullable=False),
+ sa.Column('client_secret', sa.String(length=255), nullable=False),
+ sa.Column('redirect_uris', sa.JSON(), server_default='[]', nullable=False),
+ sa.Column('scope', sa.String(length=255), server_default=sa.text("'read:name read:email read:avatar read:interface_language read:timezone'"), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='oauth_provider_app_pkey')
+ )
+ else:
+ op.create_table('oauth_provider_apps',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_icon', sa.String(length=255), nullable=False),
+ sa.Column('app_label', sa.JSON(), default='{}', nullable=False),
+ sa.Column('client_id', sa.String(length=255), nullable=False),
+ sa.Column('client_secret', sa.String(length=255), nullable=False),
+ sa.Column('redirect_uris', sa.JSON(), default='[]', nullable=False),
+ sa.Column('scope', sa.String(length=255), server_default=sa.text("'read:name read:email read:avatar read:interface_language read:timezone'"), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='oauth_provider_app_pkey')
+ )
+
with op.batch_alter_table('oauth_provider_apps', schema=None) as batch_op:
batch_op.create_index('oauth_provider_app_client_id_idx', ['client_id'], unique=False)
diff --git a/api/migrations/versions/2025_09_08_1007-c20211f18133_add_headers_to_mcp_provider.py b/api/migrations/versions/2025_09_08_1007-c20211f18133_add_headers_to_mcp_provider.py
index 99d47478f3..4f472fe4b4 100644
--- a/api/migrations/versions/2025_09_08_1007-c20211f18133_add_headers_to_mcp_provider.py
+++ b/api/migrations/versions/2025_09_08_1007-c20211f18133_add_headers_to_mcp_provider.py
@@ -7,6 +7,10 @@ Create Date: 2025-08-29 10:07:54.163626
"""
from alembic import op
import models as models
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
import sqlalchemy as sa
@@ -19,7 +23,12 @@ depends_on = None
def upgrade():
# Add encrypted_headers column to tool_mcp_providers table
- op.add_column('tool_mcp_providers', sa.Column('encrypted_headers', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.add_column('tool_mcp_providers', sa.Column('encrypted_headers', sa.Text(), nullable=True))
+ else:
+ op.add_column('tool_mcp_providers', sa.Column('encrypted_headers', models.types.LongText(), nullable=True))
def downgrade():
diff --git a/api/migrations/versions/2025_09_11_1537-cf7c38a32b2d_add_credential_status_for_provider_table.py b/api/migrations/versions/2025_09_11_1537-cf7c38a32b2d_add_credential_status_for_provider_table.py
index 17467e6495..4f78f346f4 100644
--- a/api/migrations/versions/2025_09_11_1537-cf7c38a32b2d_add_credential_status_for_provider_table.py
+++ b/api/migrations/versions/2025_09_11_1537-cf7c38a32b2d_add_credential_status_for_provider_table.py
@@ -7,6 +7,9 @@ Create Date: 2025-09-11 15:37:17.771298
"""
from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
import sqlalchemy as sa
@@ -19,8 +22,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('providers', schema=None) as batch_op:
- batch_op.add_column(sa.Column('credential_status', sa.String(length=20), server_default=sa.text("'active'::character varying"), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('credential_status', sa.String(length=20), server_default=sa.text("'active'::character varying"), nullable=True))
+ else:
+ with op.batch_alter_table('providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('credential_status', sa.String(length=20), server_default=sa.text("'active'"), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_09_17_1515-68519ad5cd18_knowledge_pipeline_migrate.py b/api/migrations/versions/2025_09_17_1515-68519ad5cd18_knowledge_pipeline_migrate.py
index 53a95141ec..8eac0dee10 100644
--- a/api/migrations/versions/2025_09_17_1515-68519ad5cd18_knowledge_pipeline_migrate.py
+++ b/api/migrations/versions/2025_09_17_1515-68519ad5cd18_knowledge_pipeline_migrate.py
@@ -9,6 +9,11 @@ from alembic import op
import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
+from libs.uuid_utils import uuidv7
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
# revision identifiers, used by Alembic.
revision = '68519ad5cd18'
@@ -19,152 +24,314 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('datasource_oauth_params',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('plugin_id', sa.String(length=255), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('system_credentials', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
- sa.PrimaryKeyConstraint('id', name='datasource_oauth_config_pkey'),
- sa.UniqueConstraint('plugin_id', 'provider', name='datasource_oauth_config_datasource_id_provider_idx')
- )
- op.create_table('datasource_oauth_tenant_params',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('plugin_id', sa.String(length=255), nullable=False),
- sa.Column('client_params', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
- sa.Column('enabled', sa.Boolean(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='datasource_oauth_tenant_config_pkey'),
- sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='datasource_oauth_tenant_config_unique')
- )
- op.create_table('datasource_providers',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('plugin_id', sa.String(length=255), nullable=False),
- sa.Column('auth_type', sa.String(length=255), nullable=False),
- sa.Column('encrypted_credentials', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
- sa.Column('avatar_url', sa.Text(), nullable=True),
- sa.Column('is_default', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('expires_at', sa.Integer(), server_default='-1', nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='datasource_provider_pkey'),
- sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', 'name', name='datasource_provider_unique_name')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('datasource_oauth_params',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('system_credentials', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='datasource_oauth_config_pkey'),
+ sa.UniqueConstraint('plugin_id', 'provider', name='datasource_oauth_config_datasource_id_provider_idx')
+ )
+ else:
+ op.create_table('datasource_oauth_params',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('system_credentials', models.types.AdjustedJSON(astext_type=sa.Text()), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='datasource_oauth_config_pkey'),
+ sa.UniqueConstraint('plugin_id', 'provider', name='datasource_oauth_config_datasource_id_provider_idx')
+ )
+ if _is_pg(conn):
+ op.create_table('datasource_oauth_tenant_params',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('client_params', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
+ sa.Column('enabled', sa.Boolean(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='datasource_oauth_tenant_config_pkey'),
+ sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='datasource_oauth_tenant_config_unique')
+ )
+ else:
+ op.create_table('datasource_oauth_tenant_params',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('client_params', models.types.AdjustedJSON(astext_type=sa.Text()), nullable=False),
+ sa.Column('enabled', sa.Boolean(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='datasource_oauth_tenant_config_pkey'),
+ sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='datasource_oauth_tenant_config_unique')
+ )
+ if _is_pg(conn):
+ op.create_table('datasource_providers',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('auth_type', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_credentials', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
+ sa.Column('avatar_url', sa.Text(), nullable=True),
+ sa.Column('is_default', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('expires_at', sa.Integer(), server_default='-1', nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='datasource_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', 'name', name='datasource_provider_unique_name')
+ )
+ else:
+ op.create_table('datasource_providers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=128), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('auth_type', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_credentials', models.types.AdjustedJSON(astext_type=sa.Text()), nullable=False),
+ sa.Column('avatar_url', models.types.LongText(), nullable=True),
+ sa.Column('is_default', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('expires_at', sa.Integer(), server_default='-1', nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='datasource_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', 'name', name='datasource_provider_unique_name')
+ )
with op.batch_alter_table('datasource_providers', schema=None) as batch_op:
batch_op.create_index('datasource_provider_auth_type_provider_idx', ['tenant_id', 'plugin_id', 'provider'], unique=False)
- op.create_table('document_pipeline_execution_logs',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('pipeline_id', models.types.StringUUID(), nullable=False),
- sa.Column('document_id', models.types.StringUUID(), nullable=False),
- sa.Column('datasource_type', sa.String(length=255), nullable=False),
- sa.Column('datasource_info', sa.Text(), nullable=False),
- sa.Column('datasource_node_id', sa.String(length=255), nullable=False),
- sa.Column('input_data', sa.JSON(), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='document_pipeline_execution_log_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('document_pipeline_execution_logs',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('pipeline_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('datasource_type', sa.String(length=255), nullable=False),
+ sa.Column('datasource_info', sa.Text(), nullable=False),
+ sa.Column('datasource_node_id', sa.String(length=255), nullable=False),
+ sa.Column('input_data', sa.JSON(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='document_pipeline_execution_log_pkey')
+ )
+ else:
+ op.create_table('document_pipeline_execution_logs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('pipeline_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('datasource_type', sa.String(length=255), nullable=False),
+ sa.Column('datasource_info', models.types.LongText(), nullable=False),
+ sa.Column('datasource_node_id', sa.String(length=255), nullable=False),
+ sa.Column('input_data', sa.JSON(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='document_pipeline_execution_log_pkey')
+ )
with op.batch_alter_table('document_pipeline_execution_logs', schema=None) as batch_op:
batch_op.create_index('document_pipeline_execution_logs_document_id_idx', ['document_id'], unique=False)
- op.create_table('pipeline_built_in_templates',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('description', sa.Text(), nullable=False),
- sa.Column('chunk_structure', sa.String(length=255), nullable=False),
- sa.Column('icon', sa.JSON(), nullable=False),
- sa.Column('yaml_content', sa.Text(), nullable=False),
- sa.Column('copyright', sa.String(length=255), nullable=False),
- sa.Column('privacy_policy', sa.String(length=255), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('install_count', sa.Integer(), nullable=False),
- sa.Column('language', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=False),
- sa.Column('updated_by', models.types.StringUUID(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='pipeline_built_in_template_pkey')
- )
- op.create_table('pipeline_customized_templates',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('description', sa.Text(), nullable=False),
- sa.Column('chunk_structure', sa.String(length=255), nullable=False),
- sa.Column('icon', sa.JSON(), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('yaml_content', sa.Text(), nullable=False),
- sa.Column('install_count', sa.Integer(), nullable=False),
- sa.Column('language', sa.String(length=255), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=False),
- sa.Column('updated_by', models.types.StringUUID(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='pipeline_customized_template_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('pipeline_built_in_templates',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', sa.Text(), nullable=False),
+ sa.Column('chunk_structure', sa.String(length=255), nullable=False),
+ sa.Column('icon', sa.JSON(), nullable=False),
+ sa.Column('yaml_content', sa.Text(), nullable=False),
+ sa.Column('copyright', sa.String(length=255), nullable=False),
+ sa.Column('privacy_policy', sa.String(length=255), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('install_count', sa.Integer(), nullable=False),
+ sa.Column('language', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='pipeline_built_in_template_pkey')
+ )
+ else:
+ op.create_table('pipeline_built_in_templates',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', models.types.LongText(), nullable=False),
+ sa.Column('chunk_structure', sa.String(length=255), nullable=False),
+ sa.Column('icon', sa.JSON(), nullable=False),
+ sa.Column('yaml_content', models.types.LongText(), nullable=False),
+ sa.Column('copyright', sa.String(length=255), nullable=False),
+ sa.Column('privacy_policy', sa.String(length=255), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('install_count', sa.Integer(), nullable=False),
+ sa.Column('language', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='pipeline_built_in_template_pkey')
+ )
+ if _is_pg(conn):
+ op.create_table('pipeline_customized_templates',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', sa.Text(), nullable=False),
+ sa.Column('chunk_structure', sa.String(length=255), nullable=False),
+ sa.Column('icon', sa.JSON(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('yaml_content', sa.Text(), nullable=False),
+ sa.Column('install_count', sa.Integer(), nullable=False),
+ sa.Column('language', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='pipeline_customized_template_pkey')
+ )
+ else:
+ # MySQL: Use compatible syntax
+ op.create_table('pipeline_customized_templates',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', models.types.LongText(), nullable=False),
+ sa.Column('chunk_structure', sa.String(length=255), nullable=False),
+ sa.Column('icon', sa.JSON(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('yaml_content', models.types.LongText(), nullable=False),
+ sa.Column('install_count', sa.Integer(), nullable=False),
+ sa.Column('language', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='pipeline_customized_template_pkey')
+ )
with op.batch_alter_table('pipeline_customized_templates', schema=None) as batch_op:
batch_op.create_index('pipeline_customized_template_tenant_idx', ['tenant_id'], unique=False)
- op.create_table('pipeline_recommended_plugins',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('plugin_id', sa.Text(), nullable=False),
- sa.Column('provider_name', sa.Text(), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('active', sa.Boolean(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='pipeline_recommended_plugin_pkey')
- )
- op.create_table('pipelines',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('description', sa.Text(), server_default=sa.text("''::character varying"), nullable=False),
- sa.Column('workflow_id', models.types.StringUUID(), nullable=True),
- sa.Column('is_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('is_published', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_by', models.types.StringUUID(), nullable=True),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='pipeline_pkey')
- )
- op.create_table('workflow_draft_variable_files',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False, comment='The tenant to which the WorkflowDraftVariableFile belongs, referencing Tenant.id'),
- sa.Column('app_id', models.types.StringUUID(), nullable=False, comment='The application to which the WorkflowDraftVariableFile belongs, referencing App.id'),
- sa.Column('user_id', models.types.StringUUID(), nullable=False, comment='The owner to of the WorkflowDraftVariableFile, referencing Account.id'),
- sa.Column('upload_file_id', models.types.StringUUID(), nullable=False, comment='Reference to UploadFile containing the large variable data'),
- sa.Column('size', sa.BigInteger(), nullable=False, comment='Size of the original variable content in bytes'),
- sa.Column('length', sa.Integer(), nullable=True, comment='Length of the original variable content. For array and array-like types, this represents the number of elements. For object types, it indicates the number of keys. For other types, the value is NULL.'),
- sa.Column('value_type', sa.String(20), nullable=False),
- sa.PrimaryKeyConstraint('id', name=op.f('workflow_draft_variable_files_pkey'))
- )
- op.create_table('workflow_node_execution_offload',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('node_execution_id', models.types.StringUUID(), nullable=True),
- sa.Column('type', sa.String(20), nullable=False),
- sa.Column('file_id', models.types.StringUUID(), nullable=False),
- sa.PrimaryKeyConstraint('id', name=op.f('workflow_node_execution_offload_pkey')),
- sa.UniqueConstraint('node_execution_id', 'type', name=op.f('workflow_node_execution_offload_node_execution_id_key'))
- )
- with op.batch_alter_table('datasets', schema=None) as batch_op:
- batch_op.add_column(sa.Column('keyword_number', sa.Integer(), server_default=sa.text('10'), nullable=True))
- batch_op.add_column(sa.Column('icon_info', postgresql.JSONB(astext_type=sa.Text()), nullable=True))
- batch_op.add_column(sa.Column('runtime_mode', sa.String(length=255), server_default=sa.text("'general'::character varying"), nullable=True))
- batch_op.add_column(sa.Column('pipeline_id', models.types.StringUUID(), nullable=True))
- batch_op.add_column(sa.Column('chunk_structure', sa.String(length=255), nullable=True))
- batch_op.add_column(sa.Column('enable_api', sa.Boolean(), server_default=sa.text('true'), nullable=False))
+ if _is_pg(conn):
+ op.create_table('pipeline_recommended_plugins',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('plugin_id', sa.Text(), nullable=False),
+ sa.Column('provider_name', sa.Text(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('active', sa.Boolean(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='pipeline_recommended_plugin_pkey')
+ )
+ else:
+ op.create_table('pipeline_recommended_plugins',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('plugin_id', models.types.LongText(), nullable=False),
+ sa.Column('provider_name', models.types.LongText(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('active', sa.Boolean(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='pipeline_recommended_plugin_pkey')
+ )
+ if _is_pg(conn):
+ op.create_table('pipelines',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', sa.Text(), server_default=sa.text("''::character varying"), nullable=False),
+ sa.Column('workflow_id', models.types.StringUUID(), nullable=True),
+ sa.Column('is_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('is_published', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='pipeline_pkey')
+ )
+ else:
+ op.create_table('pipelines',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', models.types.LongText(), default=sa.text("''"), nullable=False),
+ sa.Column('workflow_id', models.types.StringUUID(), nullable=True),
+ sa.Column('is_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('is_published', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='pipeline_pkey')
+ )
+ if _is_pg(conn):
+ op.create_table('workflow_draft_variable_files',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False, comment='The tenant to which the WorkflowDraftVariableFile belongs, referencing Tenant.id'),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False, comment='The application to which the WorkflowDraftVariableFile belongs, referencing App.id'),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False, comment='The owner to of the WorkflowDraftVariableFile, referencing Account.id'),
+ sa.Column('upload_file_id', models.types.StringUUID(), nullable=False, comment='Reference to UploadFile containing the large variable data'),
+ sa.Column('size', sa.BigInteger(), nullable=False, comment='Size of the original variable content in bytes'),
+ sa.Column('length', sa.Integer(), nullable=True, comment='Length of the original variable content. For array and array-like types, this represents the number of elements. For object types, it indicates the number of keys. For other types, the value is NULL.'),
+ sa.Column('value_type', sa.String(20), nullable=False),
+ sa.PrimaryKeyConstraint('id', name=op.f('workflow_draft_variable_files_pkey'))
+ )
+ else:
+ op.create_table('workflow_draft_variable_files',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False, comment='The tenant to which the WorkflowDraftVariableFile belongs, referencing Tenant.id'),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False, comment='The application to which the WorkflowDraftVariableFile belongs, referencing App.id'),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False, comment='The owner to of the WorkflowDraftVariableFile, referencing Account.id'),
+ sa.Column('upload_file_id', models.types.StringUUID(), nullable=False, comment='Reference to UploadFile containing the large variable data'),
+ sa.Column('size', sa.BigInteger(), nullable=False, comment='Size of the original variable content in bytes'),
+ sa.Column('length', sa.Integer(), nullable=True, comment='Length of the original variable content. For array and array-like types, this represents the number of elements. For object types, it indicates the number of keys. For other types, the value is NULL.'),
+ sa.Column('value_type', sa.String(20), nullable=False),
+ sa.PrimaryKeyConstraint('id', name=op.f('workflow_draft_variable_files_pkey'))
+ )
+ if _is_pg(conn):
+ op.create_table('workflow_node_execution_offload',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_execution_id', models.types.StringUUID(), nullable=True),
+ sa.Column('type', sa.String(20), nullable=False),
+ sa.Column('file_id', models.types.StringUUID(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name=op.f('workflow_node_execution_offload_pkey')),
+ sa.UniqueConstraint('node_execution_id', 'type', name=op.f('workflow_node_execution_offload_node_execution_id_key'))
+ )
+ else:
+ op.create_table('workflow_node_execution_offload',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_execution_id', models.types.StringUUID(), nullable=True),
+ sa.Column('type', sa.String(20), nullable=False),
+ sa.Column('file_id', models.types.StringUUID(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name=op.f('workflow_node_execution_offload_pkey')),
+ sa.UniqueConstraint('node_execution_id', 'type', name=op.f('workflow_node_execution_offload_node_execution_id_key'))
+ )
+ if _is_pg(conn):
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('keyword_number', sa.Integer(), server_default=sa.text('10'), nullable=True))
+ batch_op.add_column(sa.Column('icon_info', postgresql.JSONB(astext_type=sa.Text()), nullable=True))
+ batch_op.add_column(sa.Column('runtime_mode', sa.String(length=255), server_default=sa.text("'general'::character varying"), nullable=True))
+ batch_op.add_column(sa.Column('pipeline_id', models.types.StringUUID(), nullable=True))
+ batch_op.add_column(sa.Column('chunk_structure', sa.String(length=255), nullable=True))
+ batch_op.add_column(sa.Column('enable_api', sa.Boolean(), server_default=sa.text('true'), nullable=False))
+ else:
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('keyword_number', sa.Integer(), server_default=sa.text('10'), nullable=True))
+ batch_op.add_column(sa.Column('icon_info', models.types.AdjustedJSON(astext_type=sa.Text()), nullable=True))
+ batch_op.add_column(sa.Column('runtime_mode', sa.String(length=255), server_default=sa.text("'general'"), nullable=True))
+ batch_op.add_column(sa.Column('pipeline_id', models.types.StringUUID(), nullable=True))
+ batch_op.add_column(sa.Column('chunk_structure', sa.String(length=255), nullable=True))
+ batch_op.add_column(sa.Column('enable_api', sa.Boolean(), server_default=sa.text('true'), nullable=False))
with op.batch_alter_table('workflow_draft_variables', schema=None) as batch_op:
batch_op.add_column(sa.Column('file_id', models.types.StringUUID(), nullable=True, comment='Reference to WorkflowDraftVariableFile if variable is offloaded to external storage'))
@@ -175,9 +342,12 @@ def upgrade():
comment='Indicates whether the current value is the default for a conversation variable. Always `FALSE` for other types of variables.',)
)
batch_op.create_index('workflow_draft_variable_file_id_idx', ['file_id'], unique=False)
-
- with op.batch_alter_table('workflows', schema=None) as batch_op:
- batch_op.add_column(sa.Column('rag_pipeline_variables', sa.Text(), server_default='{}', nullable=False))
+ if _is_pg(conn):
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('rag_pipeline_variables', sa.Text(), server_default='{}', nullable=False))
+ else:
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('rag_pipeline_variables', models.types.LongText(), default='{}', nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_10_21_1430-ae662b25d9bc_remove_builtin_template_user.py b/api/migrations/versions/2025_10_21_1430-ae662b25d9bc_remove_builtin_template_user.py
index 086a02e7c3..0776ab0818 100644
--- a/api/migrations/versions/2025_10_21_1430-ae662b25d9bc_remove_builtin_template_user.py
+++ b/api/migrations/versions/2025_10_21_1430-ae662b25d9bc_remove_builtin_template_user.py
@@ -7,6 +7,10 @@ Create Date: 2025-10-21 14:30:28.566192
"""
from alembic import op
import models as models
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
import sqlalchemy as sa
@@ -29,8 +33,15 @@ def upgrade():
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('pipeline_built_in_templates', schema=None) as batch_op:
- batch_op.add_column(sa.Column('created_by', sa.UUID(), autoincrement=False, nullable=False))
- batch_op.add_column(sa.Column('updated_by', sa.UUID(), autoincrement=False, nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('pipeline_built_in_templates', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_by', sa.UUID(), autoincrement=False, nullable=False))
+ batch_op.add_column(sa.Column('updated_by', sa.UUID(), autoincrement=False, nullable=True))
+ else:
+ with op.batch_alter_table('pipeline_built_in_templates', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_by', models.types.StringUUID(), autoincrement=False, nullable=False))
+ batch_op.add_column(sa.Column('updated_by', models.types.StringUUID(), autoincrement=False, nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_10_22_1611-03f8dcbc611e_add_workflowpause_model.py b/api/migrations/versions/2025_10_22_1611-03f8dcbc611e_add_workflowpause_model.py
index 1ab4202674..627219cc4b 100644
--- a/api/migrations/versions/2025_10_22_1611-03f8dcbc611e_add_workflowpause_model.py
+++ b/api/migrations/versions/2025_10_22_1611-03f8dcbc611e_add_workflowpause_model.py
@@ -9,7 +9,10 @@ Create Date: 2025-10-22 16:11:31.805407
from alembic import op
import models as models
import sqlalchemy as sa
+from libs.uuid_utils import uuidv7
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
# revision identifiers, used by Alembic.
revision = "03f8dcbc611e"
@@ -19,19 +22,33 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table(
- "workflow_pauses",
- sa.Column("workflow_id", models.types.StringUUID(), nullable=False),
- sa.Column("workflow_run_id", models.types.StringUUID(), nullable=False),
- sa.Column("resumed_at", sa.DateTime(), nullable=True),
- sa.Column("state_object_key", sa.String(length=255), nullable=False),
- sa.Column("id", models.types.StringUUID(), server_default=sa.text("uuidv7()"), nullable=False),
- sa.Column("created_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
- sa.Column("updated_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
- sa.PrimaryKeyConstraint("id", name=op.f("workflow_pauses_pkey")),
- sa.UniqueConstraint("workflow_run_id", name=op.f("workflow_pauses_workflow_run_id_key")),
- )
-
+ conn = op.get_bind()
+ if _is_pg(conn):
+ op.create_table(
+ "workflow_pauses",
+ sa.Column("workflow_id", models.types.StringUUID(), nullable=False),
+ sa.Column("workflow_run_id", models.types.StringUUID(), nullable=False),
+ sa.Column("resumed_at", sa.DateTime(), nullable=True),
+ sa.Column("state_object_key", sa.String(length=255), nullable=False),
+ sa.Column("id", models.types.StringUUID(), server_default=sa.text("uuidv7()"), nullable=False),
+ sa.Column("created_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
+ sa.Column("updated_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
+ sa.PrimaryKeyConstraint("id", name=op.f("workflow_pauses_pkey")),
+ sa.UniqueConstraint("workflow_run_id", name=op.f("workflow_pauses_workflow_run_id_key")),
+ )
+ else:
+ op.create_table(
+ "workflow_pauses",
+ sa.Column("workflow_id", models.types.StringUUID(), nullable=False),
+ sa.Column("workflow_run_id", models.types.StringUUID(), nullable=False),
+ sa.Column("resumed_at", sa.DateTime(), nullable=True),
+ sa.Column("state_object_key", sa.String(length=255), nullable=False),
+ sa.Column("id", models.types.StringUUID(), nullable=False),
+ sa.Column("created_at", sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column("updated_at", sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint("id", name=op.f("workflow_pauses_pkey")),
+ sa.UniqueConstraint("workflow_run_id", name=op.f("workflow_pauses_workflow_run_id_key")),
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_10_30_1518-669ffd70119c_introduce_trigger.py b/api/migrations/versions/2025_10_30_1518-669ffd70119c_introduce_trigger.py
index c03d64b234..9641a15c89 100644
--- a/api/migrations/versions/2025_10_30_1518-669ffd70119c_introduce_trigger.py
+++ b/api/migrations/versions/2025_10_30_1518-669ffd70119c_introduce_trigger.py
@@ -8,9 +8,12 @@ Create Date: 2025-10-30 15:18:49.549156
from alembic import op
import models as models
import sqlalchemy as sa
+from libs.uuid_utils import uuidv7
from models.enums import AppTriggerStatus, AppTriggerType
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
# revision identifiers, used by Alembic.
revision = '669ffd70119c'
@@ -21,125 +24,246 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('app_triggers',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('node_id', sa.String(length=64), nullable=False),
- sa.Column('trigger_type', models.types.EnumText(AppTriggerType, length=50), nullable=False),
- sa.Column('title', sa.String(length=255), nullable=False),
- sa.Column('provider_name', sa.String(length=255), server_default='', nullable=True),
- sa.Column('status', models.types.EnumText(AppTriggerStatus, length=50), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), nullable=False),
- sa.PrimaryKeyConstraint('id', name='app_trigger_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('app_triggers',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_id', sa.String(length=64), nullable=False),
+ sa.Column('trigger_type', models.types.EnumText(AppTriggerType, length=50), nullable=False),
+ sa.Column('title', sa.String(length=255), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), server_default='', nullable=True),
+ sa.Column('status', models.types.EnumText(AppTriggerStatus, length=50), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_trigger_pkey')
+ )
+ else:
+ op.create_table('app_triggers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_id', sa.String(length=64), nullable=False),
+ sa.Column('trigger_type', models.types.EnumText(AppTriggerType, length=50), nullable=False),
+ sa.Column('title', sa.String(length=255), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), server_default='', nullable=True),
+ sa.Column('status', models.types.EnumText(AppTriggerStatus, length=50), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_trigger_pkey')
+ )
with op.batch_alter_table('app_triggers', schema=None) as batch_op:
batch_op.create_index('app_trigger_tenant_app_idx', ['tenant_id', 'app_id'], unique=False)
- op.create_table('trigger_oauth_system_clients',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('plugin_id', sa.String(length=512), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('encrypted_oauth_params', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='trigger_oauth_system_client_pkey'),
- sa.UniqueConstraint('plugin_id', 'provider', name='trigger_oauth_system_client_plugin_id_provider_idx')
- )
- op.create_table('trigger_oauth_tenant_clients',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('plugin_id', sa.String(length=512), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.Column('encrypted_oauth_params', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='trigger_oauth_tenant_client_pkey'),
- sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='unique_trigger_oauth_tenant_client')
- )
- op.create_table('trigger_subscriptions',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False, comment='Subscription instance name'),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('user_id', models.types.StringUUID(), nullable=False),
- sa.Column('provider_id', sa.String(length=255), nullable=False, comment='Provider identifier (e.g., plugin_id/provider_name)'),
- sa.Column('endpoint_id', sa.String(length=255), nullable=False, comment='Subscription endpoint'),
- sa.Column('parameters', sa.JSON(), nullable=False, comment='Subscription parameters JSON'),
- sa.Column('properties', sa.JSON(), nullable=False, comment='Subscription properties JSON'),
- sa.Column('credentials', sa.JSON(), nullable=False, comment='Subscription credentials JSON'),
- sa.Column('credential_type', sa.String(length=50), nullable=False, comment='oauth or api_key'),
- sa.Column('credential_expires_at', sa.Integer(), nullable=False, comment='OAuth token expiration timestamp, -1 for never'),
- sa.Column('expires_at', sa.Integer(), nullable=False, comment='Subscription instance expiration timestamp, -1 for never'),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='trigger_provider_pkey'),
- sa.UniqueConstraint('tenant_id', 'provider_id', 'name', name='unique_trigger_provider')
- )
+ if _is_pg(conn):
+ op.create_table('trigger_oauth_system_clients',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('plugin_id', sa.String(length=512), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_oauth_params', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='trigger_oauth_system_client_pkey'),
+ sa.UniqueConstraint('plugin_id', 'provider', name='trigger_oauth_system_client_plugin_id_provider_idx')
+ )
+ else:
+ op.create_table('trigger_oauth_system_clients',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('plugin_id', sa.String(length=512), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_oauth_params', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='trigger_oauth_system_client_pkey'),
+ sa.UniqueConstraint('plugin_id', 'provider', name='trigger_oauth_system_client_plugin_id_provider_idx')
+ )
+ if _is_pg(conn):
+ op.create_table('trigger_oauth_tenant_clients',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('encrypted_oauth_params', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='trigger_oauth_tenant_client_pkey'),
+ sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='unique_trigger_oauth_tenant_client')
+ )
+ else:
+ op.create_table('trigger_oauth_tenant_clients',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('plugin_id', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('encrypted_oauth_params', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='trigger_oauth_tenant_client_pkey'),
+ sa.UniqueConstraint('tenant_id', 'plugin_id', 'provider', name='unique_trigger_oauth_tenant_client')
+ )
+ if _is_pg(conn):
+ op.create_table('trigger_subscriptions',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False, comment='Subscription instance name'),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_id', sa.String(length=255), nullable=False, comment='Provider identifier (e.g., plugin_id/provider_name)'),
+ sa.Column('endpoint_id', sa.String(length=255), nullable=False, comment='Subscription endpoint'),
+ sa.Column('parameters', sa.JSON(), nullable=False, comment='Subscription parameters JSON'),
+ sa.Column('properties', sa.JSON(), nullable=False, comment='Subscription properties JSON'),
+ sa.Column('credentials', sa.JSON(), nullable=False, comment='Subscription credentials JSON'),
+ sa.Column('credential_type', sa.String(length=50), nullable=False, comment='oauth or api_key'),
+ sa.Column('credential_expires_at', sa.Integer(), nullable=False, comment='OAuth token expiration timestamp, -1 for never'),
+ sa.Column('expires_at', sa.Integer(), nullable=False, comment='Subscription instance expiration timestamp, -1 for never'),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='trigger_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'provider_id', 'name', name='unique_trigger_provider')
+ )
+ else:
+ op.create_table('trigger_subscriptions',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False, comment='Subscription instance name'),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_id', sa.String(length=255), nullable=False, comment='Provider identifier (e.g., plugin_id/provider_name)'),
+ sa.Column('endpoint_id', sa.String(length=255), nullable=False, comment='Subscription endpoint'),
+ sa.Column('parameters', sa.JSON(), nullable=False, comment='Subscription parameters JSON'),
+ sa.Column('properties', sa.JSON(), nullable=False, comment='Subscription properties JSON'),
+ sa.Column('credentials', sa.JSON(), nullable=False, comment='Subscription credentials JSON'),
+ sa.Column('credential_type', sa.String(length=50), nullable=False, comment='oauth or api_key'),
+ sa.Column('credential_expires_at', sa.Integer(), nullable=False, comment='OAuth token expiration timestamp, -1 for never'),
+ sa.Column('expires_at', sa.Integer(), nullable=False, comment='Subscription instance expiration timestamp, -1 for never'),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='trigger_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'provider_id', 'name', name='unique_trigger_provider')
+ )
with op.batch_alter_table('trigger_subscriptions', schema=None) as batch_op:
batch_op.create_index('idx_trigger_providers_endpoint', ['endpoint_id'], unique=True)
batch_op.create_index('idx_trigger_providers_tenant_endpoint', ['tenant_id', 'endpoint_id'], unique=False)
batch_op.create_index('idx_trigger_providers_tenant_provider', ['tenant_id', 'provider_id'], unique=False)
- op.create_table('workflow_plugin_triggers',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('node_id', sa.String(length=64), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('provider_id', sa.String(length=512), nullable=False),
- sa.Column('event_name', sa.String(length=255), nullable=False),
- sa.Column('subscription_id', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='workflow_plugin_trigger_pkey'),
- sa.UniqueConstraint('app_id', 'node_id', name='uniq_app_node_subscription')
- )
+ if _is_pg(conn):
+ op.create_table('workflow_plugin_triggers',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_id', sa.String(length=64), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_id', sa.String(length=512), nullable=False),
+ sa.Column('event_name', sa.String(length=255), nullable=False),
+ sa.Column('subscription_id', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='workflow_plugin_trigger_pkey'),
+ sa.UniqueConstraint('app_id', 'node_id', name='uniq_app_node_subscription')
+ )
+ else:
+ op.create_table('workflow_plugin_triggers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_id', sa.String(length=64), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_id', sa.String(length=512), nullable=False),
+ sa.Column('event_name', sa.String(length=255), nullable=False),
+ sa.Column('subscription_id', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='workflow_plugin_trigger_pkey'),
+ sa.UniqueConstraint('app_id', 'node_id', name='uniq_app_node_subscription')
+ )
with op.batch_alter_table('workflow_plugin_triggers', schema=None) as batch_op:
batch_op.create_index('workflow_plugin_trigger_tenant_subscription_idx', ['tenant_id', 'subscription_id', 'event_name'], unique=False)
- op.create_table('workflow_schedule_plans',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('node_id', sa.String(length=64), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('cron_expression', sa.String(length=255), nullable=False),
- sa.Column('timezone', sa.String(length=64), nullable=False),
- sa.Column('next_run_at', sa.DateTime(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='workflow_schedule_plan_pkey'),
- sa.UniqueConstraint('app_id', 'node_id', name='uniq_app_node')
- )
+ if _is_pg(conn):
+ op.create_table('workflow_schedule_plans',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_id', sa.String(length=64), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('cron_expression', sa.String(length=255), nullable=False),
+ sa.Column('timezone', sa.String(length=64), nullable=False),
+ sa.Column('next_run_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='workflow_schedule_plan_pkey'),
+ sa.UniqueConstraint('app_id', 'node_id', name='uniq_app_node')
+ )
+ else:
+ op.create_table('workflow_schedule_plans',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_id', sa.String(length=64), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('cron_expression', sa.String(length=255), nullable=False),
+ sa.Column('timezone', sa.String(length=64), nullable=False),
+ sa.Column('next_run_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='workflow_schedule_plan_pkey'),
+ sa.UniqueConstraint('app_id', 'node_id', name='uniq_app_node')
+ )
with op.batch_alter_table('workflow_schedule_plans', schema=None) as batch_op:
batch_op.create_index('workflow_schedule_plan_next_idx', ['next_run_at'], unique=False)
- op.create_table('workflow_trigger_logs',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('workflow_id', models.types.StringUUID(), nullable=False),
- sa.Column('workflow_run_id', models.types.StringUUID(), nullable=True),
- sa.Column('root_node_id', sa.String(length=255), nullable=True),
- sa.Column('trigger_metadata', sa.Text(), nullable=False),
- sa.Column('trigger_type', models.types.EnumText(AppTriggerType, length=50), nullable=False),
- sa.Column('trigger_data', sa.Text(), nullable=False),
- sa.Column('inputs', sa.Text(), nullable=False),
- sa.Column('outputs', sa.Text(), nullable=True),
- sa.Column('status', models.types.EnumText(AppTriggerStatus, length=50), nullable=False),
- sa.Column('error', sa.Text(), nullable=True),
- sa.Column('queue_name', sa.String(length=100), nullable=False),
- sa.Column('celery_task_id', sa.String(length=255), nullable=True),
- sa.Column('retry_count', sa.Integer(), nullable=False),
- sa.Column('elapsed_time', sa.Float(), nullable=True),
- sa.Column('total_tokens', sa.Integer(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('created_by_role', sa.String(length=255), nullable=False),
- sa.Column('created_by', sa.String(length=255), nullable=False),
- sa.Column('triggered_at', sa.DateTime(), nullable=True),
- sa.Column('finished_at', sa.DateTime(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='workflow_trigger_log_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('workflow_trigger_logs',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('workflow_id', models.types.StringUUID(), nullable=False),
+ sa.Column('workflow_run_id', models.types.StringUUID(), nullable=True),
+ sa.Column('root_node_id', sa.String(length=255), nullable=True),
+ sa.Column('trigger_metadata', sa.Text(), nullable=False),
+ sa.Column('trigger_type', models.types.EnumText(AppTriggerType, length=50), nullable=False),
+ sa.Column('trigger_data', sa.Text(), nullable=False),
+ sa.Column('inputs', sa.Text(), nullable=False),
+ sa.Column('outputs', sa.Text(), nullable=True),
+ sa.Column('status', models.types.EnumText(AppTriggerStatus, length=50), nullable=False),
+ sa.Column('error', sa.Text(), nullable=True),
+ sa.Column('queue_name', sa.String(length=100), nullable=False),
+ sa.Column('celery_task_id', sa.String(length=255), nullable=True),
+ sa.Column('retry_count', sa.Integer(), nullable=False),
+ sa.Column('elapsed_time', sa.Float(), nullable=True),
+ sa.Column('total_tokens', sa.Integer(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', sa.String(length=255), nullable=False),
+ sa.Column('triggered_at', sa.DateTime(), nullable=True),
+ sa.Column('finished_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='workflow_trigger_log_pkey')
+ )
+ else:
+ op.create_table('workflow_trigger_logs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('workflow_id', models.types.StringUUID(), nullable=False),
+ sa.Column('workflow_run_id', models.types.StringUUID(), nullable=True),
+ sa.Column('root_node_id', sa.String(length=255), nullable=True),
+ sa.Column('trigger_metadata', models.types.LongText(), nullable=False),
+ sa.Column('trigger_type', models.types.EnumText(AppTriggerType, length=50), nullable=False),
+ sa.Column('trigger_data', models.types.LongText(), nullable=False),
+ sa.Column('inputs', models.types.LongText(), nullable=False),
+ sa.Column('outputs', models.types.LongText(), nullable=True),
+ sa.Column('status', models.types.EnumText(AppTriggerStatus, length=50), nullable=False),
+ sa.Column('error', models.types.LongText(), nullable=True),
+ sa.Column('queue_name', sa.String(length=100), nullable=False),
+ sa.Column('celery_task_id', sa.String(length=255), nullable=True),
+ sa.Column('retry_count', sa.Integer(), nullable=False),
+ sa.Column('elapsed_time', sa.Float(), nullable=True),
+ sa.Column('total_tokens', sa.Integer(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', sa.String(length=255), nullable=False),
+ sa.Column('triggered_at', sa.DateTime(), nullable=True),
+ sa.Column('finished_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='workflow_trigger_log_pkey')
+ )
with op.batch_alter_table('workflow_trigger_logs', schema=None) as batch_op:
batch_op.create_index('workflow_trigger_log_created_at_idx', ['created_at'], unique=False)
batch_op.create_index('workflow_trigger_log_status_idx', ['status'], unique=False)
@@ -147,19 +271,34 @@ def upgrade():
batch_op.create_index('workflow_trigger_log_workflow_id_idx', ['workflow_id'], unique=False)
batch_op.create_index('workflow_trigger_log_workflow_run_idx', ['workflow_run_id'], unique=False)
- op.create_table('workflow_webhook_triggers',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('node_id', sa.String(length=64), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('webhook_id', sa.String(length=24), nullable=False),
- sa.Column('created_by', models.types.StringUUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='workflow_webhook_trigger_pkey'),
- sa.UniqueConstraint('app_id', 'node_id', name='uniq_node'),
- sa.UniqueConstraint('webhook_id', name='uniq_webhook_id')
- )
+ if _is_pg(conn):
+ op.create_table('workflow_webhook_triggers',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuidv7()'), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_id', sa.String(length=64), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('webhook_id', sa.String(length=24), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='workflow_webhook_trigger_pkey'),
+ sa.UniqueConstraint('app_id', 'node_id', name='uniq_node'),
+ sa.UniqueConstraint('webhook_id', name='uniq_webhook_id')
+ )
+ else:
+ op.create_table('workflow_webhook_triggers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('node_id', sa.String(length=64), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('webhook_id', sa.String(length=24), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='workflow_webhook_trigger_pkey'),
+ sa.UniqueConstraint('app_id', 'node_id', name='uniq_node'),
+ sa.UniqueConstraint('webhook_id', name='uniq_webhook_id')
+ )
with op.batch_alter_table('workflow_webhook_triggers', schema=None) as batch_op:
batch_op.create_index('workflow_webhook_trigger_tenant_idx', ['tenant_id'], unique=False)
@@ -184,8 +323,14 @@ def upgrade():
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('providers', schema=None) as batch_op:
- batch_op.add_column(sa.Column('credential_status', sa.VARCHAR(length=20), server_default=sa.text("'active'::character varying"), autoincrement=False, nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('credential_status', sa.VARCHAR(length=20), server_default=sa.text("'active'::character varying"), autoincrement=False, nullable=True))
+ else:
+ with op.batch_alter_table('providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('credential_status', sa.VARCHAR(length=20), server_default=sa.text("'active'"), autoincrement=False, nullable=True))
with op.batch_alter_table('celery_tasksetmeta', schema=None) as batch_op:
batch_op.alter_column('taskset_id',
diff --git a/api/migrations/versions/2025_11_15_2102-09cfdda155d1_mysql_adaptation.py b/api/migrations/versions/2025_11_15_2102-09cfdda155d1_mysql_adaptation.py
new file mode 100644
index 0000000000..a3f6c3cb19
--- /dev/null
+++ b/api/migrations/versions/2025_11_15_2102-09cfdda155d1_mysql_adaptation.py
@@ -0,0 +1,131 @@
+"""empty message
+
+Revision ID: 09cfdda155d1
+Revises: 669ffd70119c
+Create Date: 2025-11-15 21:02:32.472885
+
+"""
+from alembic import op
+import models as models
+import sqlalchemy as sa
+from sqlalchemy.dialects import postgresql, mysql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
+# revision identifiers, used by Alembic.
+revision = '09cfdda155d1'
+down_revision = '669ffd70119c'
+branch_labels = None
+depends_on = None
+
+
+def upgrade():
+ # ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+ if _is_pg(conn):
+ with op.batch_alter_table('datasource_providers', schema=None) as batch_op:
+ batch_op.alter_column('provider',
+ existing_type=sa.VARCHAR(length=255),
+ type_=sa.String(length=128),
+ existing_nullable=False)
+
+ with op.batch_alter_table('external_knowledge_bindings', schema=None) as batch_op:
+ batch_op.alter_column('external_knowledge_id',
+ existing_type=sa.TEXT(),
+ type_=sa.String(length=512),
+ existing_nullable=False)
+
+ with op.batch_alter_table('tenant_plugin_auto_upgrade_strategies', schema=None) as batch_op:
+ batch_op.alter_column('exclude_plugins',
+ existing_type=postgresql.ARRAY(sa.VARCHAR(length=255)),
+ type_=sa.JSON(),
+ existing_nullable=False,
+ postgresql_using='to_jsonb(exclude_plugins)::json')
+
+ batch_op.alter_column('include_plugins',
+ existing_type=postgresql.ARRAY(sa.VARCHAR(length=255)),
+ type_=sa.JSON(),
+ existing_nullable=False,
+ postgresql_using='to_jsonb(include_plugins)::json')
+
+ with op.batch_alter_table('tool_oauth_tenant_clients', schema=None) as batch_op:
+ batch_op.alter_column('plugin_id',
+ existing_type=sa.VARCHAR(length=512),
+ type_=sa.String(length=255),
+ existing_nullable=False)
+
+ with op.batch_alter_table('trigger_oauth_system_clients', schema=None) as batch_op:
+ batch_op.alter_column('plugin_id',
+ existing_type=sa.VARCHAR(length=512),
+ type_=sa.String(length=255),
+ existing_nullable=False)
+ else:
+ with op.batch_alter_table('trigger_oauth_system_clients', schema=None) as batch_op:
+ batch_op.alter_column('plugin_id',
+ existing_type=mysql.VARCHAR(length=512),
+ type_=sa.String(length=255),
+ existing_nullable=False)
+
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.alter_column('updated_at',
+ existing_type=mysql.TIMESTAMP(),
+ type_=sa.DateTime(),
+ existing_nullable=False)
+
+
+ # ### end Alembic commands ###
+
+
+def downgrade():
+ # ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+ if _is_pg(conn):
+ with op.batch_alter_table('trigger_oauth_system_clients', schema=None) as batch_op:
+ batch_op.alter_column('plugin_id',
+ existing_type=sa.String(length=255),
+ type_=sa.VARCHAR(length=512),
+ existing_nullable=False)
+
+ with op.batch_alter_table('tool_oauth_tenant_clients', schema=None) as batch_op:
+ batch_op.alter_column('plugin_id',
+ existing_type=sa.String(length=255),
+ type_=sa.VARCHAR(length=512),
+ existing_nullable=False)
+
+ with op.batch_alter_table('tenant_plugin_auto_upgrade_strategies', schema=None) as batch_op:
+ batch_op.alter_column('include_plugins',
+ existing_type=sa.JSON(),
+ type_=postgresql.ARRAY(sa.VARCHAR(length=255)),
+ existing_nullable=False)
+ batch_op.alter_column('exclude_plugins',
+ existing_type=sa.JSON(),
+ type_=postgresql.ARRAY(sa.VARCHAR(length=255)),
+ existing_nullable=False)
+
+ with op.batch_alter_table('external_knowledge_bindings', schema=None) as batch_op:
+ batch_op.alter_column('external_knowledge_id',
+ existing_type=sa.String(length=512),
+ type_=sa.TEXT(),
+ existing_nullable=False)
+
+ with op.batch_alter_table('datasource_providers', schema=None) as batch_op:
+ batch_op.alter_column('provider',
+ existing_type=sa.String(length=128),
+ type_=sa.VARCHAR(length=255),
+ existing_nullable=False)
+
+ else:
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.alter_column('updated_at',
+ existing_type=sa.DateTime(),
+ type_=mysql.TIMESTAMP(),
+ existing_nullable=False)
+
+ with op.batch_alter_table('trigger_oauth_system_clients', schema=None) as batch_op:
+ batch_op.alter_column('plugin_id',
+ existing_type=sa.String(length=255),
+ type_=mysql.VARCHAR(length=512),
+ existing_nullable=False)
+
+ # ### end Alembic commands ###
diff --git a/api/migrations/versions/2025_11_18_1859-7bb281b7a422_add_workflow_pause_reasons_table.py b/api/migrations/versions/2025_11_18_1859-7bb281b7a422_add_workflow_pause_reasons_table.py
new file mode 100644
index 0000000000..8478820999
--- /dev/null
+++ b/api/migrations/versions/2025_11_18_1859-7bb281b7a422_add_workflow_pause_reasons_table.py
@@ -0,0 +1,41 @@
+"""Add workflow_pauses_reasons table
+
+Revision ID: 7bb281b7a422
+Revises: 09cfdda155d1
+Create Date: 2025-11-18 18:59:26.999572
+
+"""
+
+from alembic import op
+import models as models
+import sqlalchemy as sa
+
+
+# revision identifiers, used by Alembic.
+revision = "7bb281b7a422"
+down_revision = "09cfdda155d1"
+branch_labels = None
+depends_on = None
+
+
+def upgrade():
+ op.create_table(
+ "workflow_pause_reasons",
+ sa.Column("id", models.types.StringUUID(), nullable=False),
+ sa.Column("created_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
+ sa.Column("updated_at", sa.DateTime(), server_default=sa.text("CURRENT_TIMESTAMP"), nullable=False),
+
+ sa.Column("pause_id", models.types.StringUUID(), nullable=False),
+ sa.Column("type_", sa.String(20), nullable=False),
+ sa.Column("form_id", sa.String(length=36), nullable=False),
+ sa.Column("node_id", sa.String(length=255), nullable=False),
+ sa.Column("message", sa.String(length=255), nullable=False),
+
+ sa.PrimaryKeyConstraint("id", name=op.f("workflow_pause_reasons_pkey")),
+ )
+ with op.batch_alter_table("workflow_pause_reasons", schema=None) as batch_op:
+ batch_op.create_index(batch_op.f("workflow_pause_reasons_pause_id_idx"), ["pause_id"], unique=False)
+
+
+def downgrade():
+ op.drop_table("workflow_pause_reasons")
diff --git a/api/migrations/versions/23db93619b9d_add_message_files_into_agent_thought.py b/api/migrations/versions/23db93619b9d_add_message_files_into_agent_thought.py
index f3eef4681e..fae506906b 100644
--- a/api/migrations/versions/23db93619b9d_add_message_files_into_agent_thought.py
+++ b/api/migrations/versions/23db93619b9d_add_message_files_into_agent_thought.py
@@ -8,6 +8,12 @@ Create Date: 2024-01-18 08:46:37.302657
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '23db93619b9d'
down_revision = '8ae9bc661daa'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
- batch_op.add_column(sa.Column('message_files', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('message_files', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('message_files', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/246ba09cbbdb_add_app_anntation_setting.py b/api/migrations/versions/246ba09cbbdb_add_app_anntation_setting.py
index 9816e92dd1..2676ef0b94 100644
--- a/api/migrations/versions/246ba09cbbdb_add_app_anntation_setting.py
+++ b/api/migrations/versions/246ba09cbbdb_add_app_anntation_setting.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '246ba09cbbdb'
down_revision = '714aafe25d39'
@@ -18,17 +24,33 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('app_annotation_settings',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('score_threshold', sa.Float(), server_default=sa.text('0'), nullable=False),
- sa.Column('collection_binding_id', postgresql.UUID(), nullable=False),
- sa.Column('created_user_id', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_user_id', postgresql.UUID(), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='app_annotation_settings_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('app_annotation_settings',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('score_threshold', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('collection_binding_id', postgresql.UUID(), nullable=False),
+ sa.Column('created_user_id', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_user_id', postgresql.UUID(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_annotation_settings_pkey')
+ )
+ else:
+ op.create_table('app_annotation_settings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('score_threshold', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('collection_binding_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_annotation_settings_pkey')
+ )
+
with op.batch_alter_table('app_annotation_settings', schema=None) as batch_op:
batch_op.create_index('app_annotation_settings_app_idx', ['app_id'], unique=False)
@@ -40,8 +62,14 @@ def upgrade():
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('annotation_reply', sa.TEXT(), autoincrement=False, nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('annotation_reply', sa.TEXT(), autoincrement=False, nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('annotation_reply', models.types.LongText(), autoincrement=False, nullable=True))
with op.batch_alter_table('app_annotation_settings', schema=None) as batch_op:
batch_op.drop_index('app_annotation_settings_app_idx')
diff --git a/api/migrations/versions/2a3aebbbf4bb_add_app_tracing.py b/api/migrations/versions/2a3aebbbf4bb_add_app_tracing.py
index 99b7010612..3362a3a09f 100644
--- a/api/migrations/versions/2a3aebbbf4bb_add_app_tracing.py
+++ b/api/migrations/versions/2a3aebbbf4bb_add_app_tracing.py
@@ -10,6 +10,10 @@ from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '2a3aebbbf4bb'
down_revision = 'c031d46af369'
@@ -19,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('apps', schema=None) as batch_op:
- batch_op.add_column(sa.Column('tracing', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('apps', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tracing', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('apps', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tracing', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/2e9819ca5b28_add_tenant_id_in_api_token.py b/api/migrations/versions/2e9819ca5b28_add_tenant_id_in_api_token.py
index b06a3530b8..40bd727f66 100644
--- a/api/migrations/versions/2e9819ca5b28_add_tenant_id_in_api_token.py
+++ b/api/migrations/versions/2e9819ca5b28_add_tenant_id_in_api_token.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '2e9819ca5b28'
down_revision = 'ab23c11305d4'
@@ -18,19 +24,35 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('api_tokens', schema=None) as batch_op:
- batch_op.add_column(sa.Column('tenant_id', postgresql.UUID(), nullable=True))
- batch_op.create_index('api_token_tenant_idx', ['tenant_id', 'type'], unique=False)
- batch_op.drop_column('dataset_id')
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('api_tokens', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tenant_id', postgresql.UUID(), nullable=True))
+ batch_op.create_index('api_token_tenant_idx', ['tenant_id', 'type'], unique=False)
+ batch_op.drop_column('dataset_id')
+ else:
+ with op.batch_alter_table('api_tokens', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tenant_id', models.types.StringUUID(), nullable=True))
+ batch_op.create_index('api_token_tenant_idx', ['tenant_id', 'type'], unique=False)
+ batch_op.drop_column('dataset_id')
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('api_tokens', schema=None) as batch_op:
- batch_op.add_column(sa.Column('dataset_id', postgresql.UUID(), autoincrement=False, nullable=True))
- batch_op.drop_index('api_token_tenant_idx')
- batch_op.drop_column('tenant_id')
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('api_tokens', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('dataset_id', postgresql.UUID(), autoincrement=False, nullable=True))
+ batch_op.drop_index('api_token_tenant_idx')
+ batch_op.drop_column('tenant_id')
+ else:
+ with op.batch_alter_table('api_tokens', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('dataset_id', models.types.StringUUID(), autoincrement=False, nullable=True))
+ batch_op.drop_index('api_token_tenant_idx')
+ batch_op.drop_column('tenant_id')
# ### end Alembic commands ###
diff --git a/api/migrations/versions/380c6aa5a70d_add_tool_labels_to_agent_thought.py b/api/migrations/versions/380c6aa5a70d_add_tool_labels_to_agent_thought.py
index 6c13818463..42e403f8d1 100644
--- a/api/migrations/versions/380c6aa5a70d_add_tool_labels_to_agent_thought.py
+++ b/api/migrations/versions/380c6aa5a70d_add_tool_labels_to_agent_thought.py
@@ -8,6 +8,12 @@ Create Date: 2024-01-24 10:58:15.644445
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '380c6aa5a70d'
down_revision = 'dfb3b7f477da'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
- batch_op.add_column(sa.Column('tool_labels_str', sa.Text(), server_default=sa.text("'{}'::text"), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tool_labels_str', sa.Text(), server_default=sa.text("'{}'::text"), nullable=False))
+ else:
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tool_labels_str', models.types.LongText(), default=sa.text("'{}'"), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/3b18fea55204_add_tool_label_bings.py b/api/migrations/versions/3b18fea55204_add_tool_label_bings.py
index bf54c247ea..ffba6c9f36 100644
--- a/api/migrations/versions/3b18fea55204_add_tool_label_bings.py
+++ b/api/migrations/versions/3b18fea55204_add_tool_label_bings.py
@@ -10,6 +10,10 @@ from alembic import op
import models.types
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '3b18fea55204'
down_revision = '7bdef072e63a'
@@ -19,13 +23,24 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_label_bindings',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tool_id', sa.String(length=64), nullable=False),
- sa.Column('tool_type', sa.String(length=40), nullable=False),
- sa.Column('label_name', sa.String(length=40), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_label_bind_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tool_label_bindings',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tool_id', sa.String(length=64), nullable=False),
+ sa.Column('tool_type', sa.String(length=40), nullable=False),
+ sa.Column('label_name', sa.String(length=40), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_label_bind_pkey')
+ )
+ else:
+ op.create_table('tool_label_bindings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tool_id', sa.String(length=64), nullable=False),
+ sa.Column('tool_type', sa.String(length=40), nullable=False),
+ sa.Column('label_name', sa.String(length=40), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_label_bind_pkey')
+ )
with op.batch_alter_table('tool_workflow_providers', schema=None) as batch_op:
batch_op.add_column(sa.Column('privacy_policy', sa.String(length=255), server_default='', nullable=True))
diff --git a/api/migrations/versions/3c7cac9521c6_add_tags_and_binding_table.py b/api/migrations/versions/3c7cac9521c6_add_tags_and_binding_table.py
index 5f11880683..6b2263b0b7 100644
--- a/api/migrations/versions/3c7cac9521c6_add_tags_and_binding_table.py
+++ b/api/migrations/versions/3c7cac9521c6_add_tags_and_binding_table.py
@@ -6,9 +6,15 @@ Create Date: 2024-04-11 06:17:34.278594
"""
import sqlalchemy as sa
-from alembic import op
+from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '3c7cac9521c6'
down_revision = 'c3311b089690'
@@ -18,28 +24,54 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tag_bindings',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=True),
- sa.Column('tag_id', postgresql.UUID(), nullable=True),
- sa.Column('target_id', postgresql.UUID(), nullable=True),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tag_binding_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tag_bindings',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=True),
+ sa.Column('tag_id', postgresql.UUID(), nullable=True),
+ sa.Column('target_id', postgresql.UUID(), nullable=True),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tag_binding_pkey')
+ )
+ else:
+ op.create_table('tag_bindings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
+ sa.Column('tag_id', models.types.StringUUID(), nullable=True),
+ sa.Column('target_id', models.types.StringUUID(), nullable=True),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tag_binding_pkey')
+ )
+
with op.batch_alter_table('tag_bindings', schema=None) as batch_op:
batch_op.create_index('tag_bind_tag_id_idx', ['tag_id'], unique=False)
batch_op.create_index('tag_bind_target_id_idx', ['target_id'], unique=False)
- op.create_table('tags',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=True),
- sa.Column('type', sa.String(length=16), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tag_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('tags',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=True),
+ sa.Column('type', sa.String(length=16), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tag_pkey')
+ )
+ else:
+ op.create_table('tags',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
+ sa.Column('type', sa.String(length=16), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tag_pkey')
+ )
+
with op.batch_alter_table('tags', schema=None) as batch_op:
batch_op.create_index('tag_name_idx', ['name'], unique=False)
batch_op.create_index('tag_type_idx', ['type'], unique=False)
diff --git a/api/migrations/versions/3ef9b2b6bee6_add_assistant_app.py b/api/migrations/versions/3ef9b2b6bee6_add_assistant_app.py
index 4fbc570303..553d1d8743 100644
--- a/api/migrations/versions/3ef9b2b6bee6_add_assistant_app.py
+++ b/api/migrations/versions/3ef9b2b6bee6_add_assistant_app.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '3ef9b2b6bee6'
down_revision = '89c7899ca936'
@@ -18,44 +24,96 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_api_providers',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('name', sa.String(length=40), nullable=False),
- sa.Column('schema', sa.Text(), nullable=False),
- sa.Column('schema_type_str', sa.String(length=40), nullable=False),
- sa.Column('user_id', postgresql.UUID(), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('description_str', sa.Text(), nullable=False),
- sa.Column('tools_str', sa.Text(), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_api_provider_pkey')
- )
- op.create_table('tool_builtin_providers',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=True),
- sa.Column('user_id', postgresql.UUID(), nullable=False),
- sa.Column('provider', sa.String(length=40), nullable=False),
- sa.Column('encrypted_credentials', sa.Text(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_builtin_provider_pkey'),
- sa.UniqueConstraint('tenant_id', 'provider', name='unique_builtin_tool_provider')
- )
- op.create_table('tool_published_apps',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('user_id', postgresql.UUID(), nullable=False),
- sa.Column('description', sa.Text(), nullable=False),
- sa.Column('llm_description', sa.Text(), nullable=False),
- sa.Column('query_description', sa.Text(), nullable=False),
- sa.Column('query_name', sa.String(length=40), nullable=False),
- sa.Column('tool_name', sa.String(length=40), nullable=False),
- sa.Column('author', sa.String(length=40), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.ForeignKeyConstraint(['app_id'], ['apps.id'], ),
- sa.PrimaryKeyConstraint('id', name='published_app_tool_pkey'),
- sa.UniqueConstraint('app_id', 'user_id', name='unique_published_app_tool')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ op.create_table('tool_api_providers',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('name', sa.String(length=40), nullable=False),
+ sa.Column('schema', sa.Text(), nullable=False),
+ sa.Column('schema_type_str', sa.String(length=40), nullable=False),
+ sa.Column('user_id', postgresql.UUID(), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('description_str', sa.Text(), nullable=False),
+ sa.Column('tools_str', sa.Text(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_api_provider_pkey')
+ )
+ else:
+ # MySQL: Use compatible syntax
+ op.create_table('tool_api_providers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=40), nullable=False),
+ sa.Column('schema', models.types.LongText(), nullable=False),
+ sa.Column('schema_type_str', sa.String(length=40), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('description_str', models.types.LongText(), nullable=False),
+ sa.Column('tools_str', models.types.LongText(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_api_provider_pkey')
+ )
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ op.create_table('tool_builtin_providers',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=True),
+ sa.Column('user_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider', sa.String(length=40), nullable=False),
+ sa.Column('encrypted_credentials', sa.Text(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_builtin_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'provider', name='unique_builtin_tool_provider')
+ )
+ else:
+ # MySQL: Use compatible syntax
+ op.create_table('tool_builtin_providers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=True),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider', sa.String(length=40), nullable=False),
+ sa.Column('encrypted_credentials', models.types.LongText(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_builtin_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'provider', name='unique_builtin_tool_provider')
+ )
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ op.create_table('tool_published_apps',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('user_id', postgresql.UUID(), nullable=False),
+ sa.Column('description', sa.Text(), nullable=False),
+ sa.Column('llm_description', sa.Text(), nullable=False),
+ sa.Column('query_description', sa.Text(), nullable=False),
+ sa.Column('query_name', sa.String(length=40), nullable=False),
+ sa.Column('tool_name', sa.String(length=40), nullable=False),
+ sa.Column('author', sa.String(length=40), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.ForeignKeyConstraint(['app_id'], ['apps.id'], ),
+ sa.PrimaryKeyConstraint('id', name='published_app_tool_pkey'),
+ sa.UniqueConstraint('app_id', 'user_id', name='unique_published_app_tool')
+ )
+ else:
+ # MySQL: Use compatible syntax
+ op.create_table('tool_published_apps',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('description', models.types.LongText(), nullable=False),
+ sa.Column('llm_description', models.types.LongText(), nullable=False),
+ sa.Column('query_description', models.types.LongText(), nullable=False),
+ sa.Column('query_name', sa.String(length=40), nullable=False),
+ sa.Column('tool_name', sa.String(length=40), nullable=False),
+ sa.Column('author', sa.String(length=40), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.ForeignKeyConstraint(['app_id'], ['apps.id'], ),
+ sa.PrimaryKeyConstraint('id', name='published_app_tool_pkey'),
+ sa.UniqueConstraint('app_id', 'user_id', name='unique_published_app_tool')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/42e85ed5564d_conversation_columns_set_nullable.py b/api/migrations/versions/42e85ed5564d_conversation_columns_set_nullable.py
index f388b99b90..76056a9460 100644
--- a/api/migrations/versions/42e85ed5564d_conversation_columns_set_nullable.py
+++ b/api/migrations/versions/42e85ed5564d_conversation_columns_set_nullable.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '42e85ed5564d'
down_revision = 'f9107f83abab'
@@ -18,31 +24,59 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('conversations', schema=None) as batch_op:
- batch_op.alter_column('app_model_config_id',
- existing_type=postgresql.UUID(),
- nullable=True)
- batch_op.alter_column('model_provider',
- existing_type=sa.VARCHAR(length=255),
- nullable=True)
- batch_op.alter_column('model_id',
- existing_type=sa.VARCHAR(length=255),
- nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('conversations', schema=None) as batch_op:
+ batch_op.alter_column('app_model_config_id',
+ existing_type=postgresql.UUID(),
+ nullable=True)
+ batch_op.alter_column('model_provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True)
+ batch_op.alter_column('model_id',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True)
+ else:
+ with op.batch_alter_table('conversations', schema=None) as batch_op:
+ batch_op.alter_column('app_model_config_id',
+ existing_type=models.types.StringUUID(),
+ nullable=True)
+ batch_op.alter_column('model_provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True)
+ batch_op.alter_column('model_id',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('conversations', schema=None) as batch_op:
- batch_op.alter_column('model_id',
- existing_type=sa.VARCHAR(length=255),
- nullable=False)
- batch_op.alter_column('model_provider',
- existing_type=sa.VARCHAR(length=255),
- nullable=False)
- batch_op.alter_column('app_model_config_id',
- existing_type=postgresql.UUID(),
- nullable=False)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('conversations', schema=None) as batch_op:
+ batch_op.alter_column('model_id',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False)
+ batch_op.alter_column('model_provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False)
+ batch_op.alter_column('app_model_config_id',
+ existing_type=postgresql.UUID(),
+ nullable=False)
+ else:
+ with op.batch_alter_table('conversations', schema=None) as batch_op:
+ batch_op.alter_column('model_id',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False)
+ batch_op.alter_column('model_provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False)
+ batch_op.alter_column('app_model_config_id',
+ existing_type=models.types.StringUUID(),
+ nullable=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/4823da1d26cf_add_tool_file.py b/api/migrations/versions/4823da1d26cf_add_tool_file.py
index 1a473a10fe..9ef9c17a3a 100644
--- a/api/migrations/versions/4823da1d26cf_add_tool_file.py
+++ b/api/migrations/versions/4823da1d26cf_add_tool_file.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '4823da1d26cf'
down_revision = '053da0c1d756'
@@ -18,16 +24,30 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_files',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('user_id', postgresql.UUID(), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('conversation_id', postgresql.UUID(), nullable=False),
- sa.Column('file_key', sa.String(length=255), nullable=False),
- sa.Column('mimetype', sa.String(length=255), nullable=False),
- sa.Column('original_url', sa.String(length=255), nullable=True),
- sa.PrimaryKeyConstraint('id', name='tool_file_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tool_files',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('user_id', postgresql.UUID(), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('conversation_id', postgresql.UUID(), nullable=False),
+ sa.Column('file_key', sa.String(length=255), nullable=False),
+ sa.Column('mimetype', sa.String(length=255), nullable=False),
+ sa.Column('original_url', sa.String(length=255), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='tool_file_pkey')
+ )
+ else:
+ op.create_table('tool_files',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('file_key', sa.String(length=255), nullable=False),
+ sa.Column('mimetype', sa.String(length=255), nullable=False),
+ sa.Column('original_url', sa.String(length=255), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='tool_file_pkey')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/4829e54d2fee_change_message_chain_id_to_nullable.py b/api/migrations/versions/4829e54d2fee_change_message_chain_id_to_nullable.py
index 2405021856..ef066587b7 100644
--- a/api/migrations/versions/4829e54d2fee_change_message_chain_id_to_nullable.py
+++ b/api/migrations/versions/4829e54d2fee_change_message_chain_id_to_nullable.py
@@ -8,6 +8,12 @@ Create Date: 2024-01-12 03:42:27.362415
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '4829e54d2fee'
down_revision = '114eed84c228'
@@ -17,19 +23,39 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
- batch_op.alter_column('message_chain_id',
- existing_type=postgresql.UUID(),
- nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.alter_column('message_chain_id',
+ existing_type=postgresql.UUID(),
+ nullable=True)
+ else:
+ # MySQL: Use compatible syntax
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.alter_column('message_chain_id',
+ existing_type=models.types.StringUUID(),
+ nullable=True)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
- batch_op.alter_column('message_chain_id',
- existing_type=postgresql.UUID(),
- nullable=False)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.alter_column('message_chain_id',
+ existing_type=postgresql.UUID(),
+ nullable=False)
+ else:
+ # MySQL: Use compatible syntax
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.alter_column('message_chain_id',
+ existing_type=models.types.StringUUID(),
+ nullable=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/4bcffcd64aa4_update_dataset_model_field_null_.py b/api/migrations/versions/4bcffcd64aa4_update_dataset_model_field_null_.py
index 178bd24e3c..bee290e8dc 100644
--- a/api/migrations/versions/4bcffcd64aa4_update_dataset_model_field_null_.py
+++ b/api/migrations/versions/4bcffcd64aa4_update_dataset_model_field_null_.py
@@ -8,6 +8,10 @@ Create Date: 2023-08-28 20:58:50.077056
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '4bcffcd64aa4'
down_revision = '853f9b9cd3b6'
@@ -17,29 +21,55 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('datasets', schema=None) as batch_op:
- batch_op.alter_column('embedding_model',
- existing_type=sa.VARCHAR(length=255),
- nullable=True,
- existing_server_default=sa.text("'text-embedding-ada-002'::character varying"))
- batch_op.alter_column('embedding_model_provider',
- existing_type=sa.VARCHAR(length=255),
- nullable=True,
- existing_server_default=sa.text("'openai'::character varying"))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.alter_column('embedding_model',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True,
+ existing_server_default=sa.text("'text-embedding-ada-002'::character varying"))
+ batch_op.alter_column('embedding_model_provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True,
+ existing_server_default=sa.text("'openai'::character varying"))
+ else:
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.alter_column('embedding_model',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True,
+ existing_server_default=sa.text("'text-embedding-ada-002'"))
+ batch_op.alter_column('embedding_model_provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True,
+ existing_server_default=sa.text("'openai'"))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('datasets', schema=None) as batch_op:
- batch_op.alter_column('embedding_model_provider',
- existing_type=sa.VARCHAR(length=255),
- nullable=False,
- existing_server_default=sa.text("'openai'::character varying"))
- batch_op.alter_column('embedding_model',
- existing_type=sa.VARCHAR(length=255),
- nullable=False,
- existing_server_default=sa.text("'text-embedding-ada-002'::character varying"))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.alter_column('embedding_model_provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False,
+ existing_server_default=sa.text("'openai'::character varying"))
+ batch_op.alter_column('embedding_model',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False,
+ existing_server_default=sa.text("'text-embedding-ada-002'::character varying"))
+ else:
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.alter_column('embedding_model_provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False,
+ existing_server_default=sa.text("'openai'"))
+ batch_op.alter_column('embedding_model',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False,
+ existing_server_default=sa.text("'text-embedding-ada-002'"))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/4e99a8df00ff_add_load_balancing.py b/api/migrations/versions/4e99a8df00ff_add_load_balancing.py
index 3be4ba4f2a..a2ab39bb28 100644
--- a/api/migrations/versions/4e99a8df00ff_add_load_balancing.py
+++ b/api/migrations/versions/4e99a8df00ff_add_load_balancing.py
@@ -10,6 +10,10 @@ from alembic import op
import models.types
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '4e99a8df00ff'
down_revision = '64a70a7aab8b'
@@ -19,34 +23,67 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('load_balancing_model_configs',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=255), nullable=False),
- sa.Column('model_name', sa.String(length=255), nullable=False),
- sa.Column('model_type', sa.String(length=40), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('encrypted_config', sa.Text(), nullable=True),
- sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='load_balancing_model_config_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('load_balancing_model_configs',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), nullable=False),
+ sa.Column('model_name', sa.String(length=255), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_config', sa.Text(), nullable=True),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='load_balancing_model_config_pkey')
+ )
+ else:
+ op.create_table('load_balancing_model_configs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), nullable=False),
+ sa.Column('model_name', sa.String(length=255), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_config', models.types.LongText(), nullable=True),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='load_balancing_model_config_pkey')
+ )
+
with op.batch_alter_table('load_balancing_model_configs', schema=None) as batch_op:
batch_op.create_index('load_balancing_model_config_tenant_provider_model_idx', ['tenant_id', 'provider_name', 'model_type'], unique=False)
- op.create_table('provider_model_settings',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=255), nullable=False),
- sa.Column('model_name', sa.String(length=255), nullable=False),
- sa.Column('model_type', sa.String(length=40), nullable=False),
- sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.Column('load_balancing_enabled', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='provider_model_setting_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('provider_model_settings',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), nullable=False),
+ sa.Column('model_name', sa.String(length=255), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('load_balancing_enabled', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_model_setting_pkey')
+ )
+ else:
+ op.create_table('provider_model_settings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=255), nullable=False),
+ sa.Column('model_name', sa.String(length=255), nullable=False),
+ sa.Column('model_type', sa.String(length=40), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('load_balancing_enabled', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_model_setting_pkey')
+ )
+
with op.batch_alter_table('provider_model_settings', schema=None) as batch_op:
batch_op.create_index('provider_model_setting_tenant_provider_model_idx', ['tenant_id', 'provider_name', 'model_type'], unique=False)
diff --git a/api/migrations/versions/5022897aaceb_add_model_name_in_embedding.py b/api/migrations/versions/5022897aaceb_add_model_name_in_embedding.py
index c0f4af5a00..5e4bceaef1 100644
--- a/api/migrations/versions/5022897aaceb_add_model_name_in_embedding.py
+++ b/api/migrations/versions/5022897aaceb_add_model_name_in_embedding.py
@@ -8,6 +8,10 @@ Create Date: 2023-08-11 14:38:15.499460
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '5022897aaceb'
down_revision = 'bf0aec5ba2cf'
@@ -17,10 +21,20 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('embeddings', schema=None) as batch_op:
- batch_op.add_column(sa.Column('model_name', sa.String(length=40), server_default=sa.text("'text-embedding-ada-002'::character varying"), nullable=False))
- batch_op.drop_constraint('embedding_hash_idx', type_='unique')
- batch_op.create_unique_constraint('embedding_hash_idx', ['model_name', 'hash'])
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('model_name', sa.String(length=40), server_default=sa.text("'text-embedding-ada-002'::character varying"), nullable=False))
+ batch_op.drop_constraint('embedding_hash_idx', type_='unique')
+ batch_op.create_unique_constraint('embedding_hash_idx', ['model_name', 'hash'])
+ else:
+ # MySQL: Use compatible syntax
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('model_name', sa.String(length=40), server_default=sa.text("'text-embedding-ada-002'"), nullable=False))
+ batch_op.drop_constraint('embedding_hash_idx', type_='unique')
+ batch_op.create_unique_constraint('embedding_hash_idx', ['model_name', 'hash'])
# ### end Alembic commands ###
diff --git a/api/migrations/versions/53bf8af60645_update_model.py b/api/migrations/versions/53bf8af60645_update_model.py
index 3d0928d013..bb4af075c1 100644
--- a/api/migrations/versions/53bf8af60645_update_model.py
+++ b/api/migrations/versions/53bf8af60645_update_model.py
@@ -10,6 +10,10 @@ from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '53bf8af60645'
down_revision = '8e5588e6412e'
@@ -19,23 +23,43 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('embeddings', schema=None) as batch_op:
- batch_op.alter_column('provider_name',
- existing_type=sa.VARCHAR(length=40),
- type_=sa.String(length=255),
- existing_nullable=False,
- existing_server_default=sa.text("''::character varying"))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.alter_column('provider_name',
+ existing_type=sa.VARCHAR(length=40),
+ type_=sa.String(length=255),
+ existing_nullable=False,
+ existing_server_default=sa.text("''::character varying"))
+ else:
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.alter_column('provider_name',
+ existing_type=sa.VARCHAR(length=40),
+ type_=sa.String(length=255),
+ existing_nullable=False,
+ existing_server_default=sa.text("''"))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('embeddings', schema=None) as batch_op:
- batch_op.alter_column('provider_name',
- existing_type=sa.String(length=255),
- type_=sa.VARCHAR(length=40),
- existing_nullable=False,
- existing_server_default=sa.text("''::character varying"))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.alter_column('provider_name',
+ existing_type=sa.String(length=255),
+ type_=sa.VARCHAR(length=40),
+ existing_nullable=False,
+ existing_server_default=sa.text("''::character varying"))
+ else:
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.alter_column('provider_name',
+ existing_type=sa.String(length=255),
+ type_=sa.VARCHAR(length=40),
+ existing_nullable=False,
+ existing_server_default=sa.text("''"))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/563cf8bf777b_enable_tool_file_without_conversation_id.py b/api/migrations/versions/563cf8bf777b_enable_tool_file_without_conversation_id.py
index 299f442de9..b080e7680b 100644
--- a/api/migrations/versions/563cf8bf777b_enable_tool_file_without_conversation_id.py
+++ b/api/migrations/versions/563cf8bf777b_enable_tool_file_without_conversation_id.py
@@ -8,6 +8,12 @@ Create Date: 2024-03-14 04:54:56.679506
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '563cf8bf777b'
down_revision = 'b5429b71023c'
@@ -17,19 +23,35 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tool_files', schema=None) as batch_op:
- batch_op.alter_column('conversation_id',
- existing_type=postgresql.UUID(),
- nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('tool_files', schema=None) as batch_op:
+ batch_op.alter_column('conversation_id',
+ existing_type=postgresql.UUID(),
+ nullable=True)
+ else:
+ with op.batch_alter_table('tool_files', schema=None) as batch_op:
+ batch_op.alter_column('conversation_id',
+ existing_type=models.types.StringUUID(),
+ nullable=True)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tool_files', schema=None) as batch_op:
- batch_op.alter_column('conversation_id',
- existing_type=postgresql.UUID(),
- nullable=False)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('tool_files', schema=None) as batch_op:
+ batch_op.alter_column('conversation_id',
+ existing_type=postgresql.UUID(),
+ nullable=False)
+ else:
+ with op.batch_alter_table('tool_files', schema=None) as batch_op:
+ batch_op.alter_column('conversation_id',
+ existing_type=models.types.StringUUID(),
+ nullable=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/614f77cecc48_add_last_active_at.py b/api/migrations/versions/614f77cecc48_add_last_active_at.py
index 182f8f89f1..6d5c5bf61f 100644
--- a/api/migrations/versions/614f77cecc48_add_last_active_at.py
+++ b/api/migrations/versions/614f77cecc48_add_last_active_at.py
@@ -8,6 +8,10 @@ Create Date: 2023-06-15 13:33:00.357467
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '614f77cecc48'
down_revision = 'a45f4dfde53b'
@@ -17,8 +21,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('accounts', schema=None) as batch_op:
- batch_op.add_column(sa.Column('last_active_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('accounts', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('last_active_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False))
+ else:
+ with op.batch_alter_table('accounts', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('last_active_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/64b051264f32_init.py b/api/migrations/versions/64b051264f32_init.py
index b0fb3deac6..ec0ae0fee2 100644
--- a/api/migrations/versions/64b051264f32_init.py
+++ b/api/migrations/versions/64b051264f32_init.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '64b051264f32'
down_revision = None
@@ -18,263 +24,519 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.execute('CREATE EXTENSION IF NOT EXISTS "uuid-ossp";')
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.execute('CREATE EXTENSION IF NOT EXISTS "uuid-ossp";')
+ else:
+ pass
- op.create_table('account_integrates',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('account_id', postgresql.UUID(), nullable=False),
- sa.Column('provider', sa.String(length=16), nullable=False),
- sa.Column('open_id', sa.String(length=255), nullable=False),
- sa.Column('encrypted_token', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='account_integrate_pkey'),
- sa.UniqueConstraint('account_id', 'provider', name='unique_account_provider'),
- sa.UniqueConstraint('provider', 'open_id', name='unique_provider_open_id')
- )
- op.create_table('accounts',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('email', sa.String(length=255), nullable=False),
- sa.Column('password', sa.String(length=255), nullable=True),
- sa.Column('password_salt', sa.String(length=255), nullable=True),
- sa.Column('avatar', sa.String(length=255), nullable=True),
- sa.Column('interface_language', sa.String(length=255), nullable=True),
- sa.Column('interface_theme', sa.String(length=255), nullable=True),
- sa.Column('timezone', sa.String(length=255), nullable=True),
- sa.Column('last_login_at', sa.DateTime(), nullable=True),
- sa.Column('last_login_ip', sa.String(length=255), nullable=True),
- sa.Column('status', sa.String(length=16), server_default=sa.text("'active'::character varying"), nullable=False),
- sa.Column('initialized_at', sa.DateTime(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='account_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('account_integrates',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('account_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider', sa.String(length=16), nullable=False),
+ sa.Column('open_id', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_token', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='account_integrate_pkey'),
+ sa.UniqueConstraint('account_id', 'provider', name='unique_account_provider'),
+ sa.UniqueConstraint('provider', 'open_id', name='unique_provider_open_id')
+ )
+ else:
+ op.create_table('account_integrates',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('account_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider', sa.String(length=16), nullable=False),
+ sa.Column('open_id', sa.String(length=255), nullable=False),
+ sa.Column('encrypted_token', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='account_integrate_pkey'),
+ sa.UniqueConstraint('account_id', 'provider', name='unique_account_provider'),
+ sa.UniqueConstraint('provider', 'open_id', name='unique_provider_open_id')
+ )
+ if _is_pg(conn):
+ op.create_table('accounts',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('email', sa.String(length=255), nullable=False),
+ sa.Column('password', sa.String(length=255), nullable=True),
+ sa.Column('password_salt', sa.String(length=255), nullable=True),
+ sa.Column('avatar', sa.String(length=255), nullable=True),
+ sa.Column('interface_language', sa.String(length=255), nullable=True),
+ sa.Column('interface_theme', sa.String(length=255), nullable=True),
+ sa.Column('timezone', sa.String(length=255), nullable=True),
+ sa.Column('last_login_at', sa.DateTime(), nullable=True),
+ sa.Column('last_login_ip', sa.String(length=255), nullable=True),
+ sa.Column('status', sa.String(length=16), server_default=sa.text("'active'::character varying"), nullable=False),
+ sa.Column('initialized_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='account_pkey')
+ )
+ else:
+ op.create_table('accounts',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('email', sa.String(length=255), nullable=False),
+ sa.Column('password', sa.String(length=255), nullable=True),
+ sa.Column('password_salt', sa.String(length=255), nullable=True),
+ sa.Column('avatar', sa.String(length=255), nullable=True),
+ sa.Column('interface_language', sa.String(length=255), nullable=True),
+ sa.Column('interface_theme', sa.String(length=255), nullable=True),
+ sa.Column('timezone', sa.String(length=255), nullable=True),
+ sa.Column('last_login_at', sa.DateTime(), nullable=True),
+ sa.Column('last_login_ip', sa.String(length=255), nullable=True),
+ sa.Column('status', sa.String(length=16), server_default=sa.text("'active'"), nullable=False),
+ sa.Column('initialized_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='account_pkey')
+ )
with op.batch_alter_table('accounts', schema=None) as batch_op:
batch_op.create_index('account_email_idx', ['email'], unique=False)
- op.create_table('api_requests',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('api_token_id', postgresql.UUID(), nullable=False),
- sa.Column('path', sa.String(length=255), nullable=False),
- sa.Column('request', sa.Text(), nullable=True),
- sa.Column('response', sa.Text(), nullable=True),
- sa.Column('ip', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='api_request_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('api_requests',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('api_token_id', postgresql.UUID(), nullable=False),
+ sa.Column('path', sa.String(length=255), nullable=False),
+ sa.Column('request', sa.Text(), nullable=True),
+ sa.Column('response', sa.Text(), nullable=True),
+ sa.Column('ip', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='api_request_pkey')
+ )
+ else:
+ op.create_table('api_requests',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('api_token_id', models.types.StringUUID(), nullable=False),
+ sa.Column('path', sa.String(length=255), nullable=False),
+ sa.Column('request', models.types.LongText(), nullable=True),
+ sa.Column('response', models.types.LongText(), nullable=True),
+ sa.Column('ip', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='api_request_pkey')
+ )
with op.batch_alter_table('api_requests', schema=None) as batch_op:
batch_op.create_index('api_request_token_idx', ['tenant_id', 'api_token_id'], unique=False)
- op.create_table('api_tokens',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=True),
- sa.Column('dataset_id', postgresql.UUID(), nullable=True),
- sa.Column('type', sa.String(length=16), nullable=False),
- sa.Column('token', sa.String(length=255), nullable=False),
- sa.Column('last_used_at', sa.DateTime(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='api_token_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('api_tokens',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=True),
+ sa.Column('dataset_id', postgresql.UUID(), nullable=True),
+ sa.Column('type', sa.String(length=16), nullable=False),
+ sa.Column('token', sa.String(length=255), nullable=False),
+ sa.Column('last_used_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='api_token_pkey')
+ )
+ else:
+ op.create_table('api_tokens',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=True),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=True),
+ sa.Column('type', sa.String(length=16), nullable=False),
+ sa.Column('token', sa.String(length=255), nullable=False),
+ sa.Column('last_used_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='api_token_pkey')
+ )
with op.batch_alter_table('api_tokens', schema=None) as batch_op:
batch_op.create_index('api_token_app_id_type_idx', ['app_id', 'type'], unique=False)
batch_op.create_index('api_token_token_idx', ['token', 'type'], unique=False)
- op.create_table('app_dataset_joins',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('dataset_id', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='app_dataset_join_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('app_dataset_joins',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('dataset_id', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_dataset_join_pkey')
+ )
+ else:
+ op.create_table('app_dataset_joins',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_dataset_join_pkey')
+ )
with op.batch_alter_table('app_dataset_joins', schema=None) as batch_op:
batch_op.create_index('app_dataset_join_app_dataset_idx', ['dataset_id', 'app_id'], unique=False)
- op.create_table('app_model_configs',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('model_id', sa.String(length=255), nullable=False),
- sa.Column('configs', sa.JSON(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('opening_statement', sa.Text(), nullable=True),
- sa.Column('suggested_questions', sa.Text(), nullable=True),
- sa.Column('suggested_questions_after_answer', sa.Text(), nullable=True),
- sa.Column('more_like_this', sa.Text(), nullable=True),
- sa.Column('model', sa.Text(), nullable=True),
- sa.Column('user_input_form', sa.Text(), nullable=True),
- sa.Column('pre_prompt', sa.Text(), nullable=True),
- sa.Column('agent_mode', sa.Text(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='app_model_config_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('app_model_configs',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('model_id', sa.String(length=255), nullable=False),
+ sa.Column('configs', sa.JSON(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('opening_statement', sa.Text(), nullable=True),
+ sa.Column('suggested_questions', sa.Text(), nullable=True),
+ sa.Column('suggested_questions_after_answer', sa.Text(), nullable=True),
+ sa.Column('more_like_this', sa.Text(), nullable=True),
+ sa.Column('model', sa.Text(), nullable=True),
+ sa.Column('user_input_form', sa.Text(), nullable=True),
+ sa.Column('pre_prompt', sa.Text(), nullable=True),
+ sa.Column('agent_mode', sa.Text(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='app_model_config_pkey')
+ )
+ else:
+ op.create_table('app_model_configs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('model_id', sa.String(length=255), nullable=False),
+ sa.Column('configs', sa.JSON(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('opening_statement', models.types.LongText(), nullable=True),
+ sa.Column('suggested_questions', models.types.LongText(), nullable=True),
+ sa.Column('suggested_questions_after_answer', models.types.LongText(), nullable=True),
+ sa.Column('more_like_this', models.types.LongText(), nullable=True),
+ sa.Column('model', models.types.LongText(), nullable=True),
+ sa.Column('user_input_form', models.types.LongText(), nullable=True),
+ sa.Column('pre_prompt', models.types.LongText(), nullable=True),
+ sa.Column('agent_mode', models.types.LongText(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='app_model_config_pkey')
+ )
with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
batch_op.create_index('app_app_id_idx', ['app_id'], unique=False)
- op.create_table('apps',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('mode', sa.String(length=255), nullable=False),
- sa.Column('icon', sa.String(length=255), nullable=True),
- sa.Column('icon_background', sa.String(length=255), nullable=True),
- sa.Column('app_model_config_id', postgresql.UUID(), nullable=True),
- sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
- sa.Column('enable_site', sa.Boolean(), nullable=False),
- sa.Column('enable_api', sa.Boolean(), nullable=False),
- sa.Column('api_rpm', sa.Integer(), nullable=False),
- sa.Column('api_rph', sa.Integer(), nullable=False),
- sa.Column('is_demo', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('is_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='app_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('apps',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('mode', sa.String(length=255), nullable=False),
+ sa.Column('icon', sa.String(length=255), nullable=True),
+ sa.Column('icon_background', sa.String(length=255), nullable=True),
+ sa.Column('app_model_config_id', postgresql.UUID(), nullable=True),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
+ sa.Column('enable_site', sa.Boolean(), nullable=False),
+ sa.Column('enable_api', sa.Boolean(), nullable=False),
+ sa.Column('api_rpm', sa.Integer(), nullable=False),
+ sa.Column('api_rph', sa.Integer(), nullable=False),
+ sa.Column('is_demo', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('is_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_pkey')
+ )
+ else:
+ op.create_table('apps',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('mode', sa.String(length=255), nullable=False),
+ sa.Column('icon', sa.String(length=255), nullable=True),
+ sa.Column('icon_background', sa.String(length=255), nullable=True),
+ sa.Column('app_model_config_id', models.types.StringUUID(), nullable=True),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'"), nullable=False),
+ sa.Column('enable_site', sa.Boolean(), nullable=False),
+ sa.Column('enable_api', sa.Boolean(), nullable=False),
+ sa.Column('api_rpm', sa.Integer(), nullable=False),
+ sa.Column('api_rph', sa.Integer(), nullable=False),
+ sa.Column('is_demo', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('is_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_pkey')
+ )
with op.batch_alter_table('apps', schema=None) as batch_op:
batch_op.create_index('app_tenant_id_idx', ['tenant_id'], unique=False)
- op.execute('CREATE SEQUENCE task_id_sequence;')
- op.execute('CREATE SEQUENCE taskset_id_sequence;')
+ if _is_pg(conn):
+ op.execute('CREATE SEQUENCE task_id_sequence;')
+ op.execute('CREATE SEQUENCE taskset_id_sequence;')
+ else:
+ pass
- op.create_table('celery_taskmeta',
- sa.Column('id', sa.Integer(), nullable=False,
- server_default=sa.text('nextval(\'task_id_sequence\')')),
- sa.Column('task_id', sa.String(length=155), nullable=True),
- sa.Column('status', sa.String(length=50), nullable=True),
- sa.Column('result', sa.PickleType(), nullable=True),
- sa.Column('date_done', sa.DateTime(), nullable=True),
- sa.Column('traceback', sa.Text(), nullable=True),
- sa.Column('name', sa.String(length=155), nullable=True),
- sa.Column('args', sa.LargeBinary(), nullable=True),
- sa.Column('kwargs', sa.LargeBinary(), nullable=True),
- sa.Column('worker', sa.String(length=155), nullable=True),
- sa.Column('retries', sa.Integer(), nullable=True),
- sa.Column('queue', sa.String(length=155), nullable=True),
- sa.PrimaryKeyConstraint('id'),
- sa.UniqueConstraint('task_id')
- )
- op.create_table('celery_tasksetmeta',
- sa.Column('id', sa.Integer(), nullable=False,
- server_default=sa.text('nextval(\'taskset_id_sequence\')')),
- sa.Column('taskset_id', sa.String(length=155), nullable=True),
- sa.Column('result', sa.PickleType(), nullable=True),
- sa.Column('date_done', sa.DateTime(), nullable=True),
- sa.PrimaryKeyConstraint('id'),
- sa.UniqueConstraint('taskset_id')
- )
- op.create_table('conversations',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('app_model_config_id', postgresql.UUID(), nullable=False),
- sa.Column('model_provider', sa.String(length=255), nullable=False),
- sa.Column('override_model_configs', sa.Text(), nullable=True),
- sa.Column('model_id', sa.String(length=255), nullable=False),
- sa.Column('mode', sa.String(length=255), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('summary', sa.Text(), nullable=True),
- sa.Column('inputs', sa.JSON(), nullable=True),
- sa.Column('introduction', sa.Text(), nullable=True),
- sa.Column('system_instruction', sa.Text(), nullable=True),
- sa.Column('system_instruction_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
- sa.Column('status', sa.String(length=255), nullable=False),
- sa.Column('from_source', sa.String(length=255), nullable=False),
- sa.Column('from_end_user_id', postgresql.UUID(), nullable=True),
- sa.Column('from_account_id', postgresql.UUID(), nullable=True),
- sa.Column('read_at', sa.DateTime(), nullable=True),
- sa.Column('read_account_id', postgresql.UUID(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='conversation_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('celery_taskmeta',
+ sa.Column('id', sa.Integer(), nullable=False,
+ server_default=sa.text('nextval(\'task_id_sequence\')')),
+ sa.Column('task_id', sa.String(length=155), nullable=True),
+ sa.Column('status', sa.String(length=50), nullable=True),
+ sa.Column('result', sa.PickleType(), nullable=True),
+ sa.Column('date_done', sa.DateTime(), nullable=True),
+ sa.Column('traceback', sa.Text(), nullable=True),
+ sa.Column('name', sa.String(length=155), nullable=True),
+ sa.Column('args', sa.LargeBinary(), nullable=True),
+ sa.Column('kwargs', sa.LargeBinary(), nullable=True),
+ sa.Column('worker', sa.String(length=155), nullable=True),
+ sa.Column('retries', sa.Integer(), nullable=True),
+ sa.Column('queue', sa.String(length=155), nullable=True),
+ sa.PrimaryKeyConstraint('id'),
+ sa.UniqueConstraint('task_id')
+ )
+ else:
+ op.create_table('celery_taskmeta',
+ sa.Column('id', sa.Integer(), nullable=False, autoincrement=True),
+ sa.Column('task_id', sa.String(length=155), nullable=True),
+ sa.Column('status', sa.String(length=50), nullable=True),
+ sa.Column('result', models.types.BinaryData(), nullable=True),
+ sa.Column('date_done', sa.DateTime(), nullable=True),
+ sa.Column('traceback', models.types.LongText(), nullable=True),
+ sa.Column('name', sa.String(length=155), nullable=True),
+ sa.Column('args', models.types.BinaryData(), nullable=True),
+ sa.Column('kwargs', models.types.BinaryData(), nullable=True),
+ sa.Column('worker', sa.String(length=155), nullable=True),
+ sa.Column('retries', sa.Integer(), nullable=True),
+ sa.Column('queue', sa.String(length=155), nullable=True),
+ sa.PrimaryKeyConstraint('id'),
+ sa.UniqueConstraint('task_id')
+ )
+ if _is_pg(conn):
+ op.create_table('celery_tasksetmeta',
+ sa.Column('id', sa.Integer(), nullable=False,
+ server_default=sa.text('nextval(\'taskset_id_sequence\')')),
+ sa.Column('taskset_id', sa.String(length=155), nullable=True),
+ sa.Column('result', sa.PickleType(), nullable=True),
+ sa.Column('date_done', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id'),
+ sa.UniqueConstraint('taskset_id')
+ )
+ else:
+ op.create_table('celery_tasksetmeta',
+ sa.Column('id', sa.Integer(), nullable=False, autoincrement=True),
+ sa.Column('taskset_id', sa.String(length=155), nullable=True),
+ sa.Column('result', models.types.BinaryData(), nullable=True),
+ sa.Column('date_done', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id'),
+ sa.UniqueConstraint('taskset_id')
+ )
+ if _is_pg(conn):
+ op.create_table('conversations',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('app_model_config_id', postgresql.UUID(), nullable=False),
+ sa.Column('model_provider', sa.String(length=255), nullable=False),
+ sa.Column('override_model_configs', sa.Text(), nullable=True),
+ sa.Column('model_id', sa.String(length=255), nullable=False),
+ sa.Column('mode', sa.String(length=255), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('summary', sa.Text(), nullable=True),
+ sa.Column('inputs', sa.JSON(), nullable=True),
+ sa.Column('introduction', sa.Text(), nullable=True),
+ sa.Column('system_instruction', sa.Text(), nullable=True),
+ sa.Column('system_instruction_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('status', sa.String(length=255), nullable=False),
+ sa.Column('from_source', sa.String(length=255), nullable=False),
+ sa.Column('from_end_user_id', postgresql.UUID(), nullable=True),
+ sa.Column('from_account_id', postgresql.UUID(), nullable=True),
+ sa.Column('read_at', sa.DateTime(), nullable=True),
+ sa.Column('read_account_id', postgresql.UUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='conversation_pkey')
+ )
+ else:
+ op.create_table('conversations',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_model_config_id', models.types.StringUUID(), nullable=False),
+ sa.Column('model_provider', sa.String(length=255), nullable=False),
+ sa.Column('override_model_configs', models.types.LongText(), nullable=True),
+ sa.Column('model_id', sa.String(length=255), nullable=False),
+ sa.Column('mode', sa.String(length=255), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('summary', models.types.LongText(), nullable=True),
+ sa.Column('inputs', sa.JSON(), nullable=True),
+ sa.Column('introduction', models.types.LongText(), nullable=True),
+ sa.Column('system_instruction', models.types.LongText(), nullable=True),
+ sa.Column('system_instruction_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('status', sa.String(length=255), nullable=False),
+ sa.Column('from_source', sa.String(length=255), nullable=False),
+ sa.Column('from_end_user_id', models.types.StringUUID(), nullable=True),
+ sa.Column('from_account_id', models.types.StringUUID(), nullable=True),
+ sa.Column('read_at', sa.DateTime(), nullable=True),
+ sa.Column('read_account_id', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='conversation_pkey')
+ )
with op.batch_alter_table('conversations', schema=None) as batch_op:
batch_op.create_index('conversation_app_from_user_idx', ['app_id', 'from_source', 'from_end_user_id'], unique=False)
- op.create_table('dataset_keyword_tables',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('dataset_id', postgresql.UUID(), nullable=False),
- sa.Column('keyword_table', sa.Text(), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_keyword_table_pkey'),
- sa.UniqueConstraint('dataset_id')
- )
+ if _is_pg(conn):
+ op.create_table('dataset_keyword_tables',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('dataset_id', postgresql.UUID(), nullable=False),
+ sa.Column('keyword_table', sa.Text(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_keyword_table_pkey'),
+ sa.UniqueConstraint('dataset_id')
+ )
+ else:
+ op.create_table('dataset_keyword_tables',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('keyword_table', models.types.LongText(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_keyword_table_pkey'),
+ sa.UniqueConstraint('dataset_id')
+ )
with op.batch_alter_table('dataset_keyword_tables', schema=None) as batch_op:
batch_op.create_index('dataset_keyword_table_dataset_id_idx', ['dataset_id'], unique=False)
- op.create_table('dataset_process_rules',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('dataset_id', postgresql.UUID(), nullable=False),
- sa.Column('mode', sa.String(length=255), server_default=sa.text("'automatic'::character varying"), nullable=False),
- sa.Column('rules', sa.Text(), nullable=True),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_process_rule_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('dataset_process_rules',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('dataset_id', postgresql.UUID(), nullable=False),
+ sa.Column('mode', sa.String(length=255), server_default=sa.text("'automatic'::character varying"), nullable=False),
+ sa.Column('rules', sa.Text(), nullable=True),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_process_rule_pkey')
+ )
+ else:
+ op.create_table('dataset_process_rules',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('mode', sa.String(length=255), server_default=sa.text("'automatic'"), nullable=False),
+ sa.Column('rules', models.types.LongText(), nullable=True),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_process_rule_pkey')
+ )
with op.batch_alter_table('dataset_process_rules', schema=None) as batch_op:
batch_op.create_index('dataset_process_rule_dataset_id_idx', ['dataset_id'], unique=False)
- op.create_table('dataset_queries',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('dataset_id', postgresql.UUID(), nullable=False),
- sa.Column('content', sa.Text(), nullable=False),
- sa.Column('source', sa.String(length=255), nullable=False),
- sa.Column('source_app_id', postgresql.UUID(), nullable=True),
- sa.Column('created_by_role', sa.String(), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_query_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('dataset_queries',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('dataset_id', postgresql.UUID(), nullable=False),
+ sa.Column('content', sa.Text(), nullable=False),
+ sa.Column('source', sa.String(length=255), nullable=False),
+ sa.Column('source_app_id', postgresql.UUID(), nullable=True),
+ sa.Column('created_by_role', sa.String(), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_query_pkey')
+ )
+ else:
+ op.create_table('dataset_queries',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('content', models.types.LongText(), nullable=False),
+ sa.Column('source', sa.String(length=255), nullable=False),
+ sa.Column('source_app_id', models.types.StringUUID(), nullable=True),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_query_pkey')
+ )
with op.batch_alter_table('dataset_queries', schema=None) as batch_op:
batch_op.create_index('dataset_query_dataset_id_idx', ['dataset_id'], unique=False)
- op.create_table('datasets',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('description', sa.Text(), nullable=True),
- sa.Column('provider', sa.String(length=255), server_default=sa.text("'vendor'::character varying"), nullable=False),
- sa.Column('permission', sa.String(length=255), server_default=sa.text("'only_me'::character varying"), nullable=False),
- sa.Column('data_source_type', sa.String(length=255), nullable=True),
- sa.Column('indexing_technique', sa.String(length=255), nullable=True),
- sa.Column('index_struct', sa.Text(), nullable=True),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_by', postgresql.UUID(), nullable=True),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('datasets',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', sa.Text(), nullable=True),
+ sa.Column('provider', sa.String(length=255), server_default=sa.text("'vendor'::character varying"), nullable=False),
+ sa.Column('permission', sa.String(length=255), server_default=sa.text("'only_me'::character varying"), nullable=False),
+ sa.Column('data_source_type', sa.String(length=255), nullable=True),
+ sa.Column('indexing_technique', sa.String(length=255), nullable=True),
+ sa.Column('index_struct', sa.Text(), nullable=True),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_by', postgresql.UUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_pkey')
+ )
+ else:
+ op.create_table('datasets',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('description', models.types.LongText(), nullable=True),
+ sa.Column('provider', sa.String(length=255), server_default=sa.text("'vendor'"), nullable=False),
+ sa.Column('permission', sa.String(length=255), server_default=sa.text("'only_me'"), nullable=False),
+ sa.Column('data_source_type', sa.String(length=255), nullable=True),
+ sa.Column('indexing_technique', sa.String(length=255), nullable=True),
+ sa.Column('index_struct', models.types.LongText(), nullable=True),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_pkey')
+ )
with op.batch_alter_table('datasets', schema=None) as batch_op:
batch_op.create_index('dataset_tenant_idx', ['tenant_id'], unique=False)
- op.create_table('dify_setups',
- sa.Column('version', sa.String(length=255), nullable=False),
- sa.Column('setup_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('version', name='dify_setup_pkey')
- )
- op.create_table('document_segments',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('dataset_id', postgresql.UUID(), nullable=False),
- sa.Column('document_id', postgresql.UUID(), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('content', sa.Text(), nullable=False),
- sa.Column('word_count', sa.Integer(), nullable=False),
- sa.Column('tokens', sa.Integer(), nullable=False),
- sa.Column('keywords', sa.JSON(), nullable=True),
- sa.Column('index_node_id', sa.String(length=255), nullable=True),
- sa.Column('index_node_hash', sa.String(length=255), nullable=True),
- sa.Column('hit_count', sa.Integer(), nullable=False),
- sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.Column('disabled_at', sa.DateTime(), nullable=True),
- sa.Column('disabled_by', postgresql.UUID(), nullable=True),
- sa.Column('status', sa.String(length=255), server_default=sa.text("'waiting'::character varying"), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('indexing_at', sa.DateTime(), nullable=True),
- sa.Column('completed_at', sa.DateTime(), nullable=True),
- sa.Column('error', sa.Text(), nullable=True),
- sa.Column('stopped_at', sa.DateTime(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='document_segment_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('dify_setups',
+ sa.Column('version', sa.String(length=255), nullable=False),
+ sa.Column('setup_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('version', name='dify_setup_pkey')
+ )
+ else:
+ op.create_table('dify_setups',
+ sa.Column('version', sa.String(length=255), nullable=False),
+ sa.Column('setup_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('version', name='dify_setup_pkey')
+ )
+ if _is_pg(conn):
+ op.create_table('document_segments',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('dataset_id', postgresql.UUID(), nullable=False),
+ sa.Column('document_id', postgresql.UUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('content', sa.Text(), nullable=False),
+ sa.Column('word_count', sa.Integer(), nullable=False),
+ sa.Column('tokens', sa.Integer(), nullable=False),
+ sa.Column('keywords', sa.JSON(), nullable=True),
+ sa.Column('index_node_id', sa.String(length=255), nullable=True),
+ sa.Column('index_node_hash', sa.String(length=255), nullable=True),
+ sa.Column('hit_count', sa.Integer(), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('disabled_at', sa.DateTime(), nullable=True),
+ sa.Column('disabled_by', postgresql.UUID(), nullable=True),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'waiting'::character varying"), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('indexing_at', sa.DateTime(), nullable=True),
+ sa.Column('completed_at', sa.DateTime(), nullable=True),
+ sa.Column('error', sa.Text(), nullable=True),
+ sa.Column('stopped_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='document_segment_pkey')
+ )
+ else:
+ op.create_table('document_segments',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('content', models.types.LongText(), nullable=False),
+ sa.Column('word_count', sa.Integer(), nullable=False),
+ sa.Column('tokens', sa.Integer(), nullable=False),
+ sa.Column('keywords', sa.JSON(), nullable=True),
+ sa.Column('index_node_id', sa.String(length=255), nullable=True),
+ sa.Column('index_node_hash', sa.String(length=255), nullable=True),
+ sa.Column('hit_count', sa.Integer(), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('disabled_at', sa.DateTime(), nullable=True),
+ sa.Column('disabled_by', models.types.StringUUID(), nullable=True),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'waiting'"), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('indexing_at', sa.DateTime(), nullable=True),
+ sa.Column('completed_at', sa.DateTime(), nullable=True),
+ sa.Column('error', models.types.LongText(), nullable=True),
+ sa.Column('stopped_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='document_segment_pkey')
+ )
with op.batch_alter_table('document_segments', schema=None) as batch_op:
batch_op.create_index('document_segment_dataset_id_idx', ['dataset_id'], unique=False)
batch_op.create_index('document_segment_dataset_node_idx', ['dataset_id', 'index_node_id'], unique=False)
@@ -282,359 +544,692 @@ def upgrade():
batch_op.create_index('document_segment_tenant_dataset_idx', ['dataset_id', 'tenant_id'], unique=False)
batch_op.create_index('document_segment_tenant_document_idx', ['document_id', 'tenant_id'], unique=False)
- op.create_table('documents',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('dataset_id', postgresql.UUID(), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('data_source_type', sa.String(length=255), nullable=False),
- sa.Column('data_source_info', sa.Text(), nullable=True),
- sa.Column('dataset_process_rule_id', postgresql.UUID(), nullable=True),
- sa.Column('batch', sa.String(length=255), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('created_from', sa.String(length=255), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_api_request_id', postgresql.UUID(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('processing_started_at', sa.DateTime(), nullable=True),
- sa.Column('file_id', sa.Text(), nullable=True),
- sa.Column('word_count', sa.Integer(), nullable=True),
- sa.Column('parsing_completed_at', sa.DateTime(), nullable=True),
- sa.Column('cleaning_completed_at', sa.DateTime(), nullable=True),
- sa.Column('splitting_completed_at', sa.DateTime(), nullable=True),
- sa.Column('tokens', sa.Integer(), nullable=True),
- sa.Column('indexing_latency', sa.Float(), nullable=True),
- sa.Column('completed_at', sa.DateTime(), nullable=True),
- sa.Column('is_paused', sa.Boolean(), server_default=sa.text('false'), nullable=True),
- sa.Column('paused_by', postgresql.UUID(), nullable=True),
- sa.Column('paused_at', sa.DateTime(), nullable=True),
- sa.Column('error', sa.Text(), nullable=True),
- sa.Column('stopped_at', sa.DateTime(), nullable=True),
- sa.Column('indexing_status', sa.String(length=255), server_default=sa.text("'waiting'::character varying"), nullable=False),
- sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.Column('disabled_at', sa.DateTime(), nullable=True),
- sa.Column('disabled_by', postgresql.UUID(), nullable=True),
- sa.Column('archived', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('archived_reason', sa.String(length=255), nullable=True),
- sa.Column('archived_by', postgresql.UUID(), nullable=True),
- sa.Column('archived_at', sa.DateTime(), nullable=True),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('doc_type', sa.String(length=40), nullable=True),
- sa.Column('doc_metadata', sa.JSON(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='document_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('documents',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('dataset_id', postgresql.UUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('data_source_type', sa.String(length=255), nullable=False),
+ sa.Column('data_source_info', sa.Text(), nullable=True),
+ sa.Column('dataset_process_rule_id', postgresql.UUID(), nullable=True),
+ sa.Column('batch', sa.String(length=255), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('created_from', sa.String(length=255), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_api_request_id', postgresql.UUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('processing_started_at', sa.DateTime(), nullable=True),
+ sa.Column('file_id', sa.Text(), nullable=True),
+ sa.Column('word_count', sa.Integer(), nullable=True),
+ sa.Column('parsing_completed_at', sa.DateTime(), nullable=True),
+ sa.Column('cleaning_completed_at', sa.DateTime(), nullable=True),
+ sa.Column('splitting_completed_at', sa.DateTime(), nullable=True),
+ sa.Column('tokens', sa.Integer(), nullable=True),
+ sa.Column('indexing_latency', sa.Float(), nullable=True),
+ sa.Column('completed_at', sa.DateTime(), nullable=True),
+ sa.Column('is_paused', sa.Boolean(), server_default=sa.text('false'), nullable=True),
+ sa.Column('paused_by', postgresql.UUID(), nullable=True),
+ sa.Column('paused_at', sa.DateTime(), nullable=True),
+ sa.Column('error', sa.Text(), nullable=True),
+ sa.Column('stopped_at', sa.DateTime(), nullable=True),
+ sa.Column('indexing_status', sa.String(length=255), server_default=sa.text("'waiting'::character varying"), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('disabled_at', sa.DateTime(), nullable=True),
+ sa.Column('disabled_by', postgresql.UUID(), nullable=True),
+ sa.Column('archived', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('archived_reason', sa.String(length=255), nullable=True),
+ sa.Column('archived_by', postgresql.UUID(), nullable=True),
+ sa.Column('archived_at', sa.DateTime(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('doc_type', sa.String(length=40), nullable=True),
+ sa.Column('doc_metadata', sa.JSON(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='document_pkey')
+ )
+ else:
+ op.create_table('documents',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('data_source_type', sa.String(length=255), nullable=False),
+ sa.Column('data_source_info', models.types.LongText(), nullable=True),
+ sa.Column('dataset_process_rule_id', models.types.StringUUID(), nullable=True),
+ sa.Column('batch', sa.String(length=255), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('created_from', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_api_request_id', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('processing_started_at', sa.DateTime(), nullable=True),
+ sa.Column('file_id', models.types.LongText(), nullable=True),
+ sa.Column('word_count', sa.Integer(), nullable=True),
+ sa.Column('parsing_completed_at', sa.DateTime(), nullable=True),
+ sa.Column('cleaning_completed_at', sa.DateTime(), nullable=True),
+ sa.Column('splitting_completed_at', sa.DateTime(), nullable=True),
+ sa.Column('tokens', sa.Integer(), nullable=True),
+ sa.Column('indexing_latency', sa.Float(), nullable=True),
+ sa.Column('completed_at', sa.DateTime(), nullable=True),
+ sa.Column('is_paused', sa.Boolean(), server_default=sa.text('false'), nullable=True),
+ sa.Column('paused_by', models.types.StringUUID(), nullable=True),
+ sa.Column('paused_at', sa.DateTime(), nullable=True),
+ sa.Column('error', models.types.LongText(), nullable=True),
+ sa.Column('stopped_at', sa.DateTime(), nullable=True),
+ sa.Column('indexing_status', sa.String(length=255), server_default=sa.text("'waiting'"), nullable=False),
+ sa.Column('enabled', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('disabled_at', sa.DateTime(), nullable=True),
+ sa.Column('disabled_by', models.types.StringUUID(), nullable=True),
+ sa.Column('archived', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('archived_reason', sa.String(length=255), nullable=True),
+ sa.Column('archived_by', models.types.StringUUID(), nullable=True),
+ sa.Column('archived_at', sa.DateTime(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('doc_type', sa.String(length=40), nullable=True),
+ sa.Column('doc_metadata', sa.JSON(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='document_pkey')
+ )
with op.batch_alter_table('documents', schema=None) as batch_op:
batch_op.create_index('document_dataset_id_idx', ['dataset_id'], unique=False)
batch_op.create_index('document_is_paused_idx', ['is_paused'], unique=False)
- op.create_table('embeddings',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('hash', sa.String(length=64), nullable=False),
- sa.Column('embedding', sa.LargeBinary(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='embedding_pkey'),
- sa.UniqueConstraint('hash', name='embedding_hash_idx')
- )
- op.create_table('end_users',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=True),
- sa.Column('type', sa.String(length=255), nullable=False),
- sa.Column('external_user_id', sa.String(length=255), nullable=True),
- sa.Column('name', sa.String(length=255), nullable=True),
- sa.Column('is_anonymous', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.Column('session_id', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='end_user_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('embeddings',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('hash', sa.String(length=64), nullable=False),
+ sa.Column('embedding', sa.LargeBinary(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='embedding_pkey'),
+ sa.UniqueConstraint('hash', name='embedding_hash_idx')
+ )
+ else:
+ op.create_table('embeddings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('hash', sa.String(length=64), nullable=False),
+ sa.Column('embedding', models.types.BinaryData(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='embedding_pkey'),
+ sa.UniqueConstraint('hash', name='embedding_hash_idx')
+ )
+ if _is_pg(conn):
+ op.create_table('end_users',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=True),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('external_user_id', sa.String(length=255), nullable=True),
+ sa.Column('name', sa.String(length=255), nullable=True),
+ sa.Column('is_anonymous', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('session_id', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='end_user_pkey')
+ )
+ else:
+ op.create_table('end_users',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=True),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('external_user_id', sa.String(length=255), nullable=True),
+ sa.Column('name', sa.String(length=255), nullable=True),
+ sa.Column('is_anonymous', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('session_id', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='end_user_pkey')
+ )
with op.batch_alter_table('end_users', schema=None) as batch_op:
batch_op.create_index('end_user_session_id_idx', ['session_id', 'type'], unique=False)
batch_op.create_index('end_user_tenant_session_id_idx', ['tenant_id', 'session_id', 'type'], unique=False)
- op.create_table('installed_apps',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('app_owner_tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('is_pinned', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('last_used_at', sa.DateTime(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='installed_app_pkey'),
- sa.UniqueConstraint('tenant_id', 'app_id', name='unique_tenant_app')
- )
+ if _is_pg(conn):
+ op.create_table('installed_apps',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('app_owner_tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('is_pinned', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('last_used_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='installed_app_pkey'),
+ sa.UniqueConstraint('tenant_id', 'app_id', name='unique_tenant_app')
+ )
+ else:
+ op.create_table('installed_apps',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_owner_tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('is_pinned', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('last_used_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='installed_app_pkey'),
+ sa.UniqueConstraint('tenant_id', 'app_id', name='unique_tenant_app')
+ )
with op.batch_alter_table('installed_apps', schema=None) as batch_op:
batch_op.create_index('installed_app_app_id_idx', ['app_id'], unique=False)
batch_op.create_index('installed_app_tenant_id_idx', ['tenant_id'], unique=False)
- op.create_table('invitation_codes',
- sa.Column('id', sa.Integer(), nullable=False),
- sa.Column('batch', sa.String(length=255), nullable=False),
- sa.Column('code', sa.String(length=32), nullable=False),
- sa.Column('status', sa.String(length=16), server_default=sa.text("'unused'::character varying"), nullable=False),
- sa.Column('used_at', sa.DateTime(), nullable=True),
- sa.Column('used_by_tenant_id', postgresql.UUID(), nullable=True),
- sa.Column('used_by_account_id', postgresql.UUID(), nullable=True),
- sa.Column('deprecated_at', sa.DateTime(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='invitation_code_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('invitation_codes',
+ sa.Column('id', sa.Integer(), nullable=False),
+ sa.Column('batch', sa.String(length=255), nullable=False),
+ sa.Column('code', sa.String(length=32), nullable=False),
+ sa.Column('status', sa.String(length=16), server_default=sa.text("'unused'::character varying"), nullable=False),
+ sa.Column('used_at', sa.DateTime(), nullable=True),
+ sa.Column('used_by_tenant_id', postgresql.UUID(), nullable=True),
+ sa.Column('used_by_account_id', postgresql.UUID(), nullable=True),
+ sa.Column('deprecated_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='invitation_code_pkey')
+ )
+ else:
+ op.create_table('invitation_codes',
+ sa.Column('id', sa.Integer(), nullable=False, autoincrement=True),
+ sa.Column('batch', sa.String(length=255), nullable=False),
+ sa.Column('code', sa.String(length=32), nullable=False),
+ sa.Column('status', sa.String(length=16), server_default=sa.text("'unused'"), nullable=False),
+ sa.Column('used_at', sa.DateTime(), nullable=True),
+ sa.Column('used_by_tenant_id', models.types.StringUUID(), nullable=True),
+ sa.Column('used_by_account_id', models.types.StringUUID(), nullable=True),
+ sa.Column('deprecated_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='invitation_code_pkey')
+ )
with op.batch_alter_table('invitation_codes', schema=None) as batch_op:
batch_op.create_index('invitation_codes_batch_idx', ['batch'], unique=False)
batch_op.create_index('invitation_codes_code_idx', ['code', 'status'], unique=False)
- op.create_table('message_agent_thoughts',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('message_id', postgresql.UUID(), nullable=False),
- sa.Column('message_chain_id', postgresql.UUID(), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('thought', sa.Text(), nullable=True),
- sa.Column('tool', sa.Text(), nullable=True),
- sa.Column('tool_input', sa.Text(), nullable=True),
- sa.Column('observation', sa.Text(), nullable=True),
- sa.Column('tool_process_data', sa.Text(), nullable=True),
- sa.Column('message', sa.Text(), nullable=True),
- sa.Column('message_token', sa.Integer(), nullable=True),
- sa.Column('message_unit_price', sa.Numeric(), nullable=True),
- sa.Column('answer', sa.Text(), nullable=True),
- sa.Column('answer_token', sa.Integer(), nullable=True),
- sa.Column('answer_unit_price', sa.Numeric(), nullable=True),
- sa.Column('tokens', sa.Integer(), nullable=True),
- sa.Column('total_price', sa.Numeric(), nullable=True),
- sa.Column('currency', sa.String(), nullable=True),
- sa.Column('latency', sa.Float(), nullable=True),
- sa.Column('created_by_role', sa.String(), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='message_agent_thought_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('message_agent_thoughts',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('message_id', postgresql.UUID(), nullable=False),
+ sa.Column('message_chain_id', postgresql.UUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('thought', sa.Text(), nullable=True),
+ sa.Column('tool', sa.Text(), nullable=True),
+ sa.Column('tool_input', sa.Text(), nullable=True),
+ sa.Column('observation', sa.Text(), nullable=True),
+ sa.Column('tool_process_data', sa.Text(), nullable=True),
+ sa.Column('message', sa.Text(), nullable=True),
+ sa.Column('message_token', sa.Integer(), nullable=True),
+ sa.Column('message_unit_price', sa.Numeric(), nullable=True),
+ sa.Column('answer', sa.Text(), nullable=True),
+ sa.Column('answer_token', sa.Integer(), nullable=True),
+ sa.Column('answer_unit_price', sa.Numeric(), nullable=True),
+ sa.Column('tokens', sa.Integer(), nullable=True),
+ sa.Column('total_price', sa.Numeric(), nullable=True),
+ sa.Column('currency', sa.String(), nullable=True),
+ sa.Column('latency', sa.Float(), nullable=True),
+ sa.Column('created_by_role', sa.String(), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_agent_thought_pkey')
+ )
+ else:
+ op.create_table('message_agent_thoughts',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('message_id', models.types.StringUUID(), nullable=False),
+ sa.Column('message_chain_id', models.types.StringUUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('thought', models.types.LongText(), nullable=True),
+ sa.Column('tool', models.types.LongText(), nullable=True),
+ sa.Column('tool_input', models.types.LongText(), nullable=True),
+ sa.Column('observation', models.types.LongText(), nullable=True),
+ sa.Column('tool_process_data', models.types.LongText(), nullable=True),
+ sa.Column('message', models.types.LongText(), nullable=True),
+ sa.Column('message_token', sa.Integer(), nullable=True),
+ sa.Column('message_unit_price', sa.Numeric(), nullable=True),
+ sa.Column('answer', models.types.LongText(), nullable=True),
+ sa.Column('answer_token', sa.Integer(), nullable=True),
+ sa.Column('answer_unit_price', sa.Numeric(), nullable=True),
+ sa.Column('tokens', sa.Integer(), nullable=True),
+ sa.Column('total_price', sa.Numeric(), nullable=True),
+ sa.Column('currency', sa.String(length=255), nullable=True),
+ sa.Column('latency', sa.Float(), nullable=True),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_agent_thought_pkey')
+ )
with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
batch_op.create_index('message_agent_thought_message_chain_id_idx', ['message_chain_id'], unique=False)
batch_op.create_index('message_agent_thought_message_id_idx', ['message_id'], unique=False)
- op.create_table('message_chains',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('message_id', postgresql.UUID(), nullable=False),
- sa.Column('type', sa.String(length=255), nullable=False),
- sa.Column('input', sa.Text(), nullable=True),
- sa.Column('output', sa.Text(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='message_chain_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('message_chains',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('message_id', postgresql.UUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('input', sa.Text(), nullable=True),
+ sa.Column('output', sa.Text(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_chain_pkey')
+ )
+ else:
+ op.create_table('message_chains',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('message_id', models.types.StringUUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('input', models.types.LongText(), nullable=True),
+ sa.Column('output', models.types.LongText(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_chain_pkey')
+ )
with op.batch_alter_table('message_chains', schema=None) as batch_op:
batch_op.create_index('message_chain_message_id_idx', ['message_id'], unique=False)
- op.create_table('message_feedbacks',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('conversation_id', postgresql.UUID(), nullable=False),
- sa.Column('message_id', postgresql.UUID(), nullable=False),
- sa.Column('rating', sa.String(length=255), nullable=False),
- sa.Column('content', sa.Text(), nullable=True),
- sa.Column('from_source', sa.String(length=255), nullable=False),
- sa.Column('from_end_user_id', postgresql.UUID(), nullable=True),
- sa.Column('from_account_id', postgresql.UUID(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='message_feedback_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('message_feedbacks',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('conversation_id', postgresql.UUID(), nullable=False),
+ sa.Column('message_id', postgresql.UUID(), nullable=False),
+ sa.Column('rating', sa.String(length=255), nullable=False),
+ sa.Column('content', sa.Text(), nullable=True),
+ sa.Column('from_source', sa.String(length=255), nullable=False),
+ sa.Column('from_end_user_id', postgresql.UUID(), nullable=True),
+ sa.Column('from_account_id', postgresql.UUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_feedback_pkey')
+ )
+ else:
+ op.create_table('message_feedbacks',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('message_id', models.types.StringUUID(), nullable=False),
+ sa.Column('rating', sa.String(length=255), nullable=False),
+ sa.Column('content', models.types.LongText(), nullable=True),
+ sa.Column('from_source', sa.String(length=255), nullable=False),
+ sa.Column('from_end_user_id', models.types.StringUUID(), nullable=True),
+ sa.Column('from_account_id', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_feedback_pkey')
+ )
with op.batch_alter_table('message_feedbacks', schema=None) as batch_op:
batch_op.create_index('message_feedback_app_idx', ['app_id'], unique=False)
batch_op.create_index('message_feedback_conversation_idx', ['conversation_id', 'from_source', 'rating'], unique=False)
batch_op.create_index('message_feedback_message_idx', ['message_id', 'from_source'], unique=False)
- op.create_table('operation_logs',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('account_id', postgresql.UUID(), nullable=False),
- sa.Column('action', sa.String(length=255), nullable=False),
- sa.Column('content', sa.JSON(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('created_ip', sa.String(length=255), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='operation_log_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('operation_logs',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('account_id', postgresql.UUID(), nullable=False),
+ sa.Column('action', sa.String(length=255), nullable=False),
+ sa.Column('content', sa.JSON(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('created_ip', sa.String(length=255), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='operation_log_pkey')
+ )
+ else:
+ op.create_table('operation_logs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('account_id', models.types.StringUUID(), nullable=False),
+ sa.Column('action', sa.String(length=255), nullable=False),
+ sa.Column('content', sa.JSON(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('created_ip', sa.String(length=255), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='operation_log_pkey')
+ )
with op.batch_alter_table('operation_logs', schema=None) as batch_op:
batch_op.create_index('operation_log_account_action_idx', ['tenant_id', 'account_id', 'action'], unique=False)
- op.create_table('pinned_conversations',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('conversation_id', postgresql.UUID(), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='pinned_conversation_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('pinned_conversations',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('conversation_id', postgresql.UUID(), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='pinned_conversation_pkey')
+ )
+ else:
+ op.create_table('pinned_conversations',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='pinned_conversation_pkey')
+ )
with op.batch_alter_table('pinned_conversations', schema=None) as batch_op:
batch_op.create_index('pinned_conversation_conversation_idx', ['app_id', 'conversation_id', 'created_by'], unique=False)
- op.create_table('providers',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=40), nullable=False),
- sa.Column('provider_type', sa.String(length=40), nullable=False, server_default=sa.text("'custom'::character varying")),
- sa.Column('encrypted_config', sa.Text(), nullable=True),
- sa.Column('is_valid', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('last_used', sa.DateTime(), nullable=True),
- sa.Column('quota_type', sa.String(length=40), nullable=True, server_default=sa.text("''::character varying")),
- sa.Column('quota_limit', sa.Integer(), nullable=True),
- sa.Column('quota_used', sa.Integer(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='provider_pkey'),
- sa.UniqueConstraint('tenant_id', 'provider_name', 'provider_type', 'quota_type', name='unique_provider_name_type_quota')
- )
+ if _is_pg(conn):
+ op.create_table('providers',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('provider_type', sa.String(length=40), nullable=False, server_default=sa.text("'custom'::character varying")),
+ sa.Column('encrypted_config', sa.Text(), nullable=True),
+ sa.Column('is_valid', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('last_used', sa.DateTime(), nullable=True),
+ sa.Column('quota_type', sa.String(length=40), nullable=True, server_default=sa.text("''::character varying")),
+ sa.Column('quota_limit', sa.Integer(), nullable=True),
+ sa.Column('quota_used', sa.Integer(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'provider_name', 'provider_type', 'quota_type', name='unique_provider_name_type_quota')
+ )
+ else:
+ op.create_table('providers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('provider_type', sa.String(length=40), nullable=False, server_default=sa.text("'custom'")),
+ sa.Column('encrypted_config', models.types.LongText(), nullable=True),
+ sa.Column('is_valid', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('last_used', sa.DateTime(), nullable=True),
+ sa.Column('quota_type', sa.String(length=40), nullable=True, server_default=sa.text("''")),
+ sa.Column('quota_limit', sa.Integer(), nullable=True),
+ sa.Column('quota_used', sa.Integer(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'provider_name', 'provider_type', 'quota_type', name='unique_provider_name_type_quota')
+ )
with op.batch_alter_table('providers', schema=None) as batch_op:
batch_op.create_index('provider_tenant_id_provider_idx', ['tenant_id', 'provider_name'], unique=False)
- op.create_table('recommended_apps',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('description', sa.JSON(), nullable=False),
- sa.Column('copyright', sa.String(length=255), nullable=False),
- sa.Column('privacy_policy', sa.String(length=255), nullable=False),
- sa.Column('category', sa.String(length=255), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('is_listed', sa.Boolean(), nullable=False),
- sa.Column('install_count', sa.Integer(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='recommended_app_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('recommended_apps',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('description', sa.JSON(), nullable=False),
+ sa.Column('copyright', sa.String(length=255), nullable=False),
+ sa.Column('privacy_policy', sa.String(length=255), nullable=False),
+ sa.Column('category', sa.String(length=255), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('is_listed', sa.Boolean(), nullable=False),
+ sa.Column('install_count', sa.Integer(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='recommended_app_pkey')
+ )
+ else:
+ op.create_table('recommended_apps',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('description', sa.JSON(), nullable=False),
+ sa.Column('copyright', sa.String(length=255), nullable=False),
+ sa.Column('privacy_policy', sa.String(length=255), nullable=False),
+ sa.Column('category', sa.String(length=255), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('is_listed', sa.Boolean(), nullable=False),
+ sa.Column('install_count', sa.Integer(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='recommended_app_pkey')
+ )
with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
batch_op.create_index('recommended_app_app_id_idx', ['app_id'], unique=False)
batch_op.create_index('recommended_app_is_listed_idx', ['is_listed'], unique=False)
- op.create_table('saved_messages',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('message_id', postgresql.UUID(), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='saved_message_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('saved_messages',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('message_id', postgresql.UUID(), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='saved_message_pkey')
+ )
+ else:
+ op.create_table('saved_messages',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('message_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='saved_message_pkey')
+ )
with op.batch_alter_table('saved_messages', schema=None) as batch_op:
batch_op.create_index('saved_message_message_idx', ['app_id', 'message_id', 'created_by'], unique=False)
- op.create_table('sessions',
- sa.Column('id', sa.Integer(), nullable=False),
- sa.Column('session_id', sa.String(length=255), nullable=True),
- sa.Column('data', sa.LargeBinary(), nullable=True),
- sa.Column('expiry', sa.DateTime(), nullable=True),
- sa.PrimaryKeyConstraint('id'),
- sa.UniqueConstraint('session_id')
- )
- op.create_table('sites',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('title', sa.String(length=255), nullable=False),
- sa.Column('icon', sa.String(length=255), nullable=True),
- sa.Column('icon_background', sa.String(length=255), nullable=True),
- sa.Column('description', sa.String(length=255), nullable=True),
- sa.Column('default_language', sa.String(length=255), nullable=False),
- sa.Column('copyright', sa.String(length=255), nullable=True),
- sa.Column('privacy_policy', sa.String(length=255), nullable=True),
- sa.Column('customize_domain', sa.String(length=255), nullable=True),
- sa.Column('customize_token_strategy', sa.String(length=255), nullable=False),
- sa.Column('prompt_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('code', sa.String(length=255), nullable=True),
- sa.PrimaryKeyConstraint('id', name='site_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('sessions',
+ sa.Column('id', sa.Integer(), nullable=False),
+ sa.Column('session_id', sa.String(length=255), nullable=True),
+ sa.Column('data', sa.LargeBinary(), nullable=True),
+ sa.Column('expiry', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id'),
+ sa.UniqueConstraint('session_id')
+ )
+ else:
+ op.create_table('sessions',
+ sa.Column('id', sa.Integer(), nullable=False, autoincrement=True),
+ sa.Column('session_id', sa.String(length=255), nullable=True),
+ sa.Column('data', models.types.BinaryData(), nullable=True),
+ sa.Column('expiry', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id'),
+ sa.UniqueConstraint('session_id')
+ )
+ if _is_pg(conn):
+ op.create_table('sites',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('title', sa.String(length=255), nullable=False),
+ sa.Column('icon', sa.String(length=255), nullable=True),
+ sa.Column('icon_background', sa.String(length=255), nullable=True),
+ sa.Column('description', sa.String(length=255), nullable=True),
+ sa.Column('default_language', sa.String(length=255), nullable=False),
+ sa.Column('copyright', sa.String(length=255), nullable=True),
+ sa.Column('privacy_policy', sa.String(length=255), nullable=True),
+ sa.Column('customize_domain', sa.String(length=255), nullable=True),
+ sa.Column('customize_token_strategy', sa.String(length=255), nullable=False),
+ sa.Column('prompt_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('code', sa.String(length=255), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='site_pkey')
+ )
+ else:
+ op.create_table('sites',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('title', sa.String(length=255), nullable=False),
+ sa.Column('icon', sa.String(length=255), nullable=True),
+ sa.Column('icon_background', sa.String(length=255), nullable=True),
+ sa.Column('description', sa.String(length=255), nullable=True),
+ sa.Column('default_language', sa.String(length=255), nullable=False),
+ sa.Column('copyright', sa.String(length=255), nullable=True),
+ sa.Column('privacy_policy', sa.String(length=255), nullable=True),
+ sa.Column('customize_domain', sa.String(length=255), nullable=True),
+ sa.Column('customize_token_strategy', sa.String(length=255), nullable=False),
+ sa.Column('prompt_public', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'"), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('code', sa.String(length=255), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='site_pkey')
+ )
with op.batch_alter_table('sites', schema=None) as batch_op:
batch_op.create_index('site_app_id_idx', ['app_id'], unique=False)
batch_op.create_index('site_code_idx', ['code', 'status'], unique=False)
- op.create_table('tenant_account_joins',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('account_id', postgresql.UUID(), nullable=False),
- sa.Column('role', sa.String(length=16), server_default='normal', nullable=False),
- sa.Column('invited_by', postgresql.UUID(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tenant_account_join_pkey'),
- sa.UniqueConstraint('tenant_id', 'account_id', name='unique_tenant_account_join')
- )
+ if _is_pg(conn):
+ op.create_table('tenant_account_joins',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('account_id', postgresql.UUID(), nullable=False),
+ sa.Column('role', sa.String(length=16), server_default='normal', nullable=False),
+ sa.Column('invited_by', postgresql.UUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_account_join_pkey'),
+ sa.UniqueConstraint('tenant_id', 'account_id', name='unique_tenant_account_join')
+ )
+ else:
+ op.create_table('tenant_account_joins',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('account_id', models.types.StringUUID(), nullable=False),
+ sa.Column('role', sa.String(length=16), server_default='normal', nullable=False),
+ sa.Column('invited_by', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_account_join_pkey'),
+ sa.UniqueConstraint('tenant_id', 'account_id', name='unique_tenant_account_join')
+ )
with op.batch_alter_table('tenant_account_joins', schema=None) as batch_op:
batch_op.create_index('tenant_account_join_account_id_idx', ['account_id'], unique=False)
batch_op.create_index('tenant_account_join_tenant_id_idx', ['tenant_id'], unique=False)
- op.create_table('tenants',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('encrypt_public_key', sa.Text(), nullable=True),
- sa.Column('plan', sa.String(length=255), server_default=sa.text("'basic'::character varying"), nullable=False),
- sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tenant_pkey')
- )
- op.create_table('upload_files',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('storage_type', sa.String(length=255), nullable=False),
- sa.Column('key', sa.String(length=255), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('size', sa.Integer(), nullable=False),
- sa.Column('extension', sa.String(length=255), nullable=False),
- sa.Column('mime_type', sa.String(length=255), nullable=True),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('used', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('used_by', postgresql.UUID(), nullable=True),
- sa.Column('used_at', sa.DateTime(), nullable=True),
- sa.Column('hash', sa.String(length=255), nullable=True),
- sa.PrimaryKeyConstraint('id', name='upload_file_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('tenants',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('encrypt_public_key', sa.Text(), nullable=True),
+ sa.Column('plan', sa.String(length=255), server_default=sa.text("'basic'::character varying"), nullable=False),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_pkey')
+ )
+ else:
+ op.create_table('tenants',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('encrypt_public_key', models.types.LongText(), nullable=True),
+ sa.Column('plan', sa.String(length=255), server_default=sa.text("'basic'"), nullable=False),
+ sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'"), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tenant_pkey')
+ )
+ if _is_pg(conn):
+ op.create_table('upload_files',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('storage_type', sa.String(length=255), nullable=False),
+ sa.Column('key', sa.String(length=255), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('size', sa.Integer(), nullable=False),
+ sa.Column('extension', sa.String(length=255), nullable=False),
+ sa.Column('mime_type', sa.String(length=255), nullable=True),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('used', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('used_by', postgresql.UUID(), nullable=True),
+ sa.Column('used_at', sa.DateTime(), nullable=True),
+ sa.Column('hash', sa.String(length=255), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='upload_file_pkey')
+ )
+ else:
+ op.create_table('upload_files',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('storage_type', sa.String(length=255), nullable=False),
+ sa.Column('key', sa.String(length=255), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('size', sa.Integer(), nullable=False),
+ sa.Column('extension', sa.String(length=255), nullable=False),
+ sa.Column('mime_type', sa.String(length=255), nullable=True),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('used', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('used_by', models.types.StringUUID(), nullable=True),
+ sa.Column('used_at', sa.DateTime(), nullable=True),
+ sa.Column('hash', sa.String(length=255), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='upload_file_pkey')
+ )
with op.batch_alter_table('upload_files', schema=None) as batch_op:
batch_op.create_index('upload_file_tenant_idx', ['tenant_id'], unique=False)
- op.create_table('message_annotations',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('conversation_id', postgresql.UUID(), nullable=False),
- sa.Column('message_id', postgresql.UUID(), nullable=False),
- sa.Column('content', sa.Text(), nullable=False),
- sa.Column('account_id', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='message_annotation_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('message_annotations',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('conversation_id', postgresql.UUID(), nullable=False),
+ sa.Column('message_id', postgresql.UUID(), nullable=False),
+ sa.Column('content', sa.Text(), nullable=False),
+ sa.Column('account_id', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_annotation_pkey')
+ )
+ else:
+ op.create_table('message_annotations',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('message_id', models.types.StringUUID(), nullable=False),
+ sa.Column('content', models.types.LongText(), nullable=False),
+ sa.Column('account_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_annotation_pkey')
+ )
with op.batch_alter_table('message_annotations', schema=None) as batch_op:
batch_op.create_index('message_annotation_app_idx', ['app_id'], unique=False)
batch_op.create_index('message_annotation_conversation_idx', ['conversation_id'], unique=False)
batch_op.create_index('message_annotation_message_idx', ['message_id'], unique=False)
- op.create_table('messages',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('model_provider', sa.String(length=255), nullable=False),
- sa.Column('model_id', sa.String(length=255), nullable=False),
- sa.Column('override_model_configs', sa.Text(), nullable=True),
- sa.Column('conversation_id', postgresql.UUID(), nullable=False),
- sa.Column('inputs', sa.JSON(), nullable=True),
- sa.Column('query', sa.Text(), nullable=False),
- sa.Column('message', sa.JSON(), nullable=False),
- sa.Column('message_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
- sa.Column('message_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
- sa.Column('answer', sa.Text(), nullable=False),
- sa.Column('answer_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
- sa.Column('answer_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
- sa.Column('provider_response_latency', sa.Float(), server_default=sa.text('0'), nullable=False),
- sa.Column('total_price', sa.Numeric(precision=10, scale=7), nullable=True),
- sa.Column('currency', sa.String(length=255), nullable=False),
- sa.Column('from_source', sa.String(length=255), nullable=False),
- sa.Column('from_end_user_id', postgresql.UUID(), nullable=True),
- sa.Column('from_account_id', postgresql.UUID(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('agent_based', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='message_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('messages',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('model_provider', sa.String(length=255), nullable=False),
+ sa.Column('model_id', sa.String(length=255), nullable=False),
+ sa.Column('override_model_configs', sa.Text(), nullable=True),
+ sa.Column('conversation_id', postgresql.UUID(), nullable=False),
+ sa.Column('inputs', sa.JSON(), nullable=True),
+ sa.Column('query', sa.Text(), nullable=False),
+ sa.Column('message', sa.JSON(), nullable=False),
+ sa.Column('message_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('message_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
+ sa.Column('answer', sa.Text(), nullable=False),
+ sa.Column('answer_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('answer_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
+ sa.Column('provider_response_latency', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('total_price', sa.Numeric(precision=10, scale=7), nullable=True),
+ sa.Column('currency', sa.String(length=255), nullable=False),
+ sa.Column('from_source', sa.String(length=255), nullable=False),
+ sa.Column('from_end_user_id', postgresql.UUID(), nullable=True),
+ sa.Column('from_account_id', postgresql.UUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('agent_based', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_pkey')
+ )
+ else:
+ op.create_table('messages',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('model_provider', sa.String(length=255), nullable=False),
+ sa.Column('model_id', sa.String(length=255), nullable=False),
+ sa.Column('override_model_configs', models.types.LongText(), nullable=True),
+ sa.Column('conversation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('inputs', sa.JSON(), nullable=True),
+ sa.Column('query', models.types.LongText(), nullable=False),
+ sa.Column('message', sa.JSON(), nullable=False),
+ sa.Column('message_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('message_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
+ sa.Column('answer', models.types.LongText(), nullable=False),
+ sa.Column('answer_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('answer_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
+ sa.Column('provider_response_latency', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('total_price', sa.Numeric(precision=10, scale=7), nullable=True),
+ sa.Column('currency', sa.String(length=255), nullable=False),
+ sa.Column('from_source', sa.String(length=255), nullable=False),
+ sa.Column('from_end_user_id', models.types.StringUUID(), nullable=True),
+ sa.Column('from_account_id', models.types.StringUUID(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('agent_based', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_pkey')
+ )
with op.batch_alter_table('messages', schema=None) as batch_op:
batch_op.create_index('message_account_idx', ['app_id', 'from_source', 'from_account_id'], unique=False)
batch_op.create_index('message_app_id_idx', ['app_id', 'created_at'], unique=False)
@@ -764,8 +1359,12 @@ def downgrade():
op.drop_table('celery_tasksetmeta')
op.drop_table('celery_taskmeta')
- op.execute('DROP SEQUENCE taskset_id_sequence;')
- op.execute('DROP SEQUENCE task_id_sequence;')
+ conn = op.get_bind()
+ if _is_pg(conn):
+ op.execute('DROP SEQUENCE taskset_id_sequence;')
+ op.execute('DROP SEQUENCE task_id_sequence;')
+ else:
+ pass
with op.batch_alter_table('apps', schema=None) as batch_op:
batch_op.drop_index('app_tenant_id_idx')
@@ -793,5 +1392,9 @@ def downgrade():
op.drop_table('accounts')
op.drop_table('account_integrates')
- op.execute('DROP EXTENSION IF EXISTS "uuid-ossp";')
+ conn = op.get_bind()
+ if _is_pg(conn):
+ op.execute('DROP EXTENSION IF EXISTS "uuid-ossp";')
+ else:
+ pass
# ### end Alembic commands ###
diff --git a/api/migrations/versions/6dcb43972bdc_add_dataset_retriever_resource.py b/api/migrations/versions/6dcb43972bdc_add_dataset_retriever_resource.py
index da27dd4426..78fed540bc 100644
--- a/api/migrations/versions/6dcb43972bdc_add_dataset_retriever_resource.py
+++ b/api/migrations/versions/6dcb43972bdc_add_dataset_retriever_resource.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '6dcb43972bdc'
down_revision = '4bcffcd64aa4'
@@ -18,27 +24,53 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('dataset_retriever_resources',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('message_id', postgresql.UUID(), nullable=False),
- sa.Column('position', sa.Integer(), nullable=False),
- sa.Column('dataset_id', postgresql.UUID(), nullable=False),
- sa.Column('dataset_name', sa.Text(), nullable=False),
- sa.Column('document_id', postgresql.UUID(), nullable=False),
- sa.Column('document_name', sa.Text(), nullable=False),
- sa.Column('data_source_type', sa.Text(), nullable=False),
- sa.Column('segment_id', postgresql.UUID(), nullable=False),
- sa.Column('score', sa.Float(), nullable=True),
- sa.Column('content', sa.Text(), nullable=False),
- sa.Column('hit_count', sa.Integer(), nullable=True),
- sa.Column('word_count', sa.Integer(), nullable=True),
- sa.Column('segment_position', sa.Integer(), nullable=True),
- sa.Column('index_node_hash', sa.Text(), nullable=True),
- sa.Column('retriever_from', sa.Text(), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_retriever_resource_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('dataset_retriever_resources',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('message_id', postgresql.UUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('dataset_id', postgresql.UUID(), nullable=False),
+ sa.Column('dataset_name', sa.Text(), nullable=False),
+ sa.Column('document_id', postgresql.UUID(), nullable=False),
+ sa.Column('document_name', sa.Text(), nullable=False),
+ sa.Column('data_source_type', sa.Text(), nullable=False),
+ sa.Column('segment_id', postgresql.UUID(), nullable=False),
+ sa.Column('score', sa.Float(), nullable=True),
+ sa.Column('content', sa.Text(), nullable=False),
+ sa.Column('hit_count', sa.Integer(), nullable=True),
+ sa.Column('word_count', sa.Integer(), nullable=True),
+ sa.Column('segment_position', sa.Integer(), nullable=True),
+ sa.Column('index_node_hash', sa.Text(), nullable=True),
+ sa.Column('retriever_from', sa.Text(), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_retriever_resource_pkey')
+ )
+ else:
+ op.create_table('dataset_retriever_resources',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('message_id', models.types.StringUUID(), nullable=False),
+ sa.Column('position', sa.Integer(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_name', models.types.LongText(), nullable=False),
+ sa.Column('document_id', models.types.StringUUID(), nullable=False),
+ sa.Column('document_name', models.types.LongText(), nullable=False),
+ sa.Column('data_source_type', models.types.LongText(), nullable=False),
+ sa.Column('segment_id', models.types.StringUUID(), nullable=False),
+ sa.Column('score', sa.Float(), nullable=True),
+ sa.Column('content', models.types.LongText(), nullable=False),
+ sa.Column('hit_count', sa.Integer(), nullable=True),
+ sa.Column('word_count', sa.Integer(), nullable=True),
+ sa.Column('segment_position', sa.Integer(), nullable=True),
+ sa.Column('index_node_hash', models.types.LongText(), nullable=True),
+ sa.Column('retriever_from', models.types.LongText(), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_retriever_resource_pkey')
+ )
+
with op.batch_alter_table('dataset_retriever_resources', schema=None) as batch_op:
batch_op.create_index('dataset_retriever_resource_message_id_idx', ['message_id'], unique=False)
diff --git a/api/migrations/versions/6e2cfb077b04_add_dataset_collection_binding.py b/api/migrations/versions/6e2cfb077b04_add_dataset_collection_binding.py
index 4fa322f693..1ace8ea5a0 100644
--- a/api/migrations/versions/6e2cfb077b04_add_dataset_collection_binding.py
+++ b/api/migrations/versions/6e2cfb077b04_add_dataset_collection_binding.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '6e2cfb077b04'
down_revision = '77e83833755c'
@@ -18,19 +24,36 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('dataset_collection_bindings',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('provider_name', sa.String(length=40), nullable=False),
- sa.Column('model_name', sa.String(length=40), nullable=False),
- sa.Column('collection_name', sa.String(length=64), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_collection_bindings_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('dataset_collection_bindings',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('model_name', sa.String(length=40), nullable=False),
+ sa.Column('collection_name', sa.String(length=64), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_collection_bindings_pkey')
+ )
+ else:
+ op.create_table('dataset_collection_bindings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('model_name', sa.String(length=40), nullable=False),
+ sa.Column('collection_name', sa.String(length=64), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_collection_bindings_pkey')
+ )
+
with op.batch_alter_table('dataset_collection_bindings', schema=None) as batch_op:
batch_op.create_index('provider_model_name_idx', ['provider_name', 'model_name'], unique=False)
- with op.batch_alter_table('datasets', schema=None) as batch_op:
- batch_op.add_column(sa.Column('collection_binding_id', postgresql.UUID(), nullable=True))
+ if _is_pg(conn):
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('collection_binding_id', postgresql.UUID(), nullable=True))
+ else:
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('collection_binding_id', models.types.StringUUID(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/714aafe25d39_add_anntation_history_match_response.py b/api/migrations/versions/714aafe25d39_add_anntation_history_match_response.py
index 498b46e3c4..457338ef42 100644
--- a/api/migrations/versions/714aafe25d39_add_anntation_history_match_response.py
+++ b/api/migrations/versions/714aafe25d39_add_anntation_history_match_response.py
@@ -8,6 +8,12 @@ Create Date: 2023-12-14 06:38:02.972527
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '714aafe25d39'
down_revision = 'f2a6fc85e260'
@@ -17,9 +23,16 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_annotation_hit_histories', schema=None) as batch_op:
- batch_op.add_column(sa.Column('annotation_question', sa.Text(), nullable=False))
- batch_op.add_column(sa.Column('annotation_content', sa.Text(), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_annotation_hit_histories', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('annotation_question', sa.Text(), nullable=False))
+ batch_op.add_column(sa.Column('annotation_content', sa.Text(), nullable=False))
+ else:
+ with op.batch_alter_table('app_annotation_hit_histories', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('annotation_question', models.types.LongText(), nullable=False))
+ batch_op.add_column(sa.Column('annotation_content', models.types.LongText(), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/77e83833755c_add_app_config_retriever_resource.py b/api/migrations/versions/77e83833755c_add_app_config_retriever_resource.py
index c5d8c3d88d..7bcd1a1be3 100644
--- a/api/migrations/versions/77e83833755c_add_app_config_retriever_resource.py
+++ b/api/migrations/versions/77e83833755c_add_app_config_retriever_resource.py
@@ -8,6 +8,12 @@ Create Date: 2023-09-06 17:26:40.311927
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '77e83833755c'
down_revision = '6dcb43972bdc'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('retriever_resource', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('retriever_resource', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('retriever_resource', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/7b45942e39bb_add_api_key_auth_binding.py b/api/migrations/versions/7b45942e39bb_add_api_key_auth_binding.py
index 2ba0e13caa..f1932fe76c 100644
--- a/api/migrations/versions/7b45942e39bb_add_api_key_auth_binding.py
+++ b/api/migrations/versions/7b45942e39bb_add_api_key_auth_binding.py
@@ -10,6 +10,10 @@ from alembic import op
import models.types
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '7b45942e39bb'
down_revision = '4e99a8df00ff'
@@ -19,44 +23,75 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('data_source_api_key_auth_bindings',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('category', sa.String(length=255), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('credentials', sa.Text(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('disabled', sa.Boolean(), server_default=sa.text('false'), nullable=True),
- sa.PrimaryKeyConstraint('id', name='data_source_api_key_auth_binding_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ op.create_table('data_source_api_key_auth_bindings',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('category', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('credentials', sa.Text(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('disabled', sa.Boolean(), server_default=sa.text('false'), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='data_source_api_key_auth_binding_pkey')
+ )
+ else:
+ # MySQL: Use compatible syntax
+ op.create_table('data_source_api_key_auth_bindings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('category', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('credentials', models.types.LongText(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('disabled', sa.Boolean(), server_default=sa.text('false'), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='data_source_api_key_auth_binding_pkey')
+ )
+
with op.batch_alter_table('data_source_api_key_auth_bindings', schema=None) as batch_op:
batch_op.create_index('data_source_api_key_auth_binding_provider_idx', ['provider'], unique=False)
batch_op.create_index('data_source_api_key_auth_binding_tenant_id_idx', ['tenant_id'], unique=False)
with op.batch_alter_table('data_source_bindings', schema=None) as batch_op:
batch_op.drop_index('source_binding_tenant_id_idx')
- batch_op.drop_index('source_info_idx')
+ if _is_pg(conn):
+ batch_op.drop_index('source_info_idx', postgresql_using='gin')
+ else:
+ pass
op.rename_table('data_source_bindings', 'data_source_oauth_bindings')
with op.batch_alter_table('data_source_oauth_bindings', schema=None) as batch_op:
batch_op.create_index('source_binding_tenant_id_idx', ['tenant_id'], unique=False)
- batch_op.create_index('source_info_idx', ['source_info'], unique=False, postgresql_using='gin')
+ if _is_pg(conn):
+ batch_op.create_index('source_info_idx', ['source_info'], unique=False, postgresql_using='gin')
+ else:
+ pass
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
with op.batch_alter_table('data_source_oauth_bindings', schema=None) as batch_op:
- batch_op.drop_index('source_info_idx', postgresql_using='gin')
+ if _is_pg(conn):
+ batch_op.drop_index('source_info_idx', postgresql_using='gin')
+ else:
+ pass
batch_op.drop_index('source_binding_tenant_id_idx')
op.rename_table('data_source_oauth_bindings', 'data_source_bindings')
with op.batch_alter_table('data_source_bindings', schema=None) as batch_op:
- batch_op.create_index('source_info_idx', ['source_info'], unique=False)
+ if _is_pg(conn):
+ batch_op.create_index('source_info_idx', ['source_info'], unique=False, postgresql_using='gin')
+ else:
+ pass
batch_op.create_index('source_binding_tenant_id_idx', ['tenant_id'], unique=False)
with op.batch_alter_table('data_source_api_key_auth_bindings', schema=None) as batch_op:
diff --git a/api/migrations/versions/7bdef072e63a_add_workflow_tool.py b/api/migrations/versions/7bdef072e63a_add_workflow_tool.py
index f09a682f28..a0f4522cb3 100644
--- a/api/migrations/versions/7bdef072e63a_add_workflow_tool.py
+++ b/api/migrations/versions/7bdef072e63a_add_workflow_tool.py
@@ -10,6 +10,10 @@ from alembic import op
import models.types
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '7bdef072e63a'
down_revision = '5fda94355fce'
@@ -19,21 +23,42 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_workflow_providers',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('name', sa.String(length=40), nullable=False),
- sa.Column('icon', sa.String(length=255), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('user_id', models.types.StringUUID(), nullable=False),
- sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
- sa.Column('description', sa.Text(), nullable=False),
- sa.Column('parameter_configuration', sa.Text(), server_default='[]', nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_workflow_provider_pkey'),
- sa.UniqueConstraint('name', 'tenant_id', name='unique_workflow_tool_provider'),
- sa.UniqueConstraint('tenant_id', 'app_id', name='unique_workflow_tool_provider_app_id')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ op.create_table('tool_workflow_providers',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('name', sa.String(length=40), nullable=False),
+ sa.Column('icon', sa.String(length=255), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('description', sa.Text(), nullable=False),
+ sa.Column('parameter_configuration', sa.Text(), server_default='[]', nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_workflow_provider_pkey'),
+ sa.UniqueConstraint('name', 'tenant_id', name='unique_workflow_tool_provider'),
+ sa.UniqueConstraint('tenant_id', 'app_id', name='unique_workflow_tool_provider_app_id')
+ )
+ else:
+ # MySQL: Use compatible syntax
+ op.create_table('tool_workflow_providers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=40), nullable=False),
+ sa.Column('icon', sa.String(length=255), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('description', models.types.LongText(), nullable=False),
+ sa.Column('parameter_configuration', models.types.LongText(), default='[]', nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_workflow_provider_pkey'),
+ sa.UniqueConstraint('name', 'tenant_id', name='unique_workflow_tool_provider'),
+ sa.UniqueConstraint('tenant_id', 'app_id', name='unique_workflow_tool_provider_app_id')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/7ce5a52e4eee_add_tool_providers.py b/api/migrations/versions/7ce5a52e4eee_add_tool_providers.py
index 881ffec61d..3c0aa082d5 100644
--- a/api/migrations/versions/7ce5a52e4eee_add_tool_providers.py
+++ b/api/migrations/versions/7ce5a52e4eee_add_tool_providers.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '7ce5a52e4eee'
down_revision = '2beac44e5f5f'
@@ -18,19 +24,40 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_providers',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('tool_name', sa.String(length=40), nullable=False),
- sa.Column('encrypted_credentials', sa.Text(), nullable=True),
- sa.Column('is_enabled', sa.Boolean(), server_default=sa.text('false'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_provider_pkey'),
- sa.UniqueConstraint('tenant_id', 'tool_name', name='unique_tool_provider_tool_name')
- )
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('sensitive_word_avoidance', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ op.create_table('tool_providers',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('tool_name', sa.String(length=40), nullable=False),
+ sa.Column('encrypted_credentials', sa.Text(), nullable=True),
+ sa.Column('is_enabled', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'tool_name', name='unique_tool_provider_tool_name')
+ )
+ else:
+ # MySQL: Use compatible syntax
+ op.create_table('tool_providers',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tool_name', sa.String(length=40), nullable=False),
+ sa.Column('encrypted_credentials', models.types.LongText(), nullable=True),
+ sa.Column('is_enabled', sa.Boolean(), server_default=sa.text('false'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_provider_pkey'),
+ sa.UniqueConstraint('tenant_id', 'tool_name', name='unique_tool_provider_tool_name')
+ )
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('sensitive_word_avoidance', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('sensitive_word_avoidance', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/7e6a8693e07a_add_table_dataset_permissions.py b/api/migrations/versions/7e6a8693e07a_add_table_dataset_permissions.py
index 865572f3a7..f8883d51ff 100644
--- a/api/migrations/versions/7e6a8693e07a_add_table_dataset_permissions.py
+++ b/api/migrations/versions/7e6a8693e07a_add_table_dataset_permissions.py
@@ -10,6 +10,10 @@ from alembic import op
import models.types
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '7e6a8693e07a'
down_revision = 'b2602e131636'
@@ -19,14 +23,27 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('dataset_permissions',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
- sa.Column('account_id', models.types.StringUUID(), nullable=False),
- sa.Column('has_permission', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='dataset_permission_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('dataset_permissions',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('account_id', models.types.StringUUID(), nullable=False),
+ sa.Column('has_permission', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_permission_pkey')
+ )
+ else:
+ op.create_table('dataset_permissions',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
+ sa.Column('account_id', models.types.StringUUID(), nullable=False),
+ sa.Column('has_permission', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='dataset_permission_pkey')
+ )
+
with op.batch_alter_table('dataset_permissions', schema=None) as batch_op:
batch_op.create_index('idx_dataset_permissions_account_id', ['account_id'], unique=False)
batch_op.create_index('idx_dataset_permissions_dataset_id', ['dataset_id'], unique=False)
diff --git a/api/migrations/versions/88072f0caa04_add_custom_config_in_tenant.py b/api/migrations/versions/88072f0caa04_add_custom_config_in_tenant.py
index f7625bff8c..beea90b384 100644
--- a/api/migrations/versions/88072f0caa04_add_custom_config_in_tenant.py
+++ b/api/migrations/versions/88072f0caa04_add_custom_config_in_tenant.py
@@ -8,6 +8,12 @@ Create Date: 2023-12-14 07:36:50.705362
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '88072f0caa04'
down_revision = '246ba09cbbdb'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tenants', schema=None) as batch_op:
- batch_op.add_column(sa.Column('custom_config', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('tenants', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('custom_config', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('tenants', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('custom_config', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/89c7899ca936_.py b/api/migrations/versions/89c7899ca936_.py
index 0fad39fa57..2420710e74 100644
--- a/api/migrations/versions/89c7899ca936_.py
+++ b/api/migrations/versions/89c7899ca936_.py
@@ -8,6 +8,12 @@ Create Date: 2024-01-21 04:10:23.192853
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '89c7899ca936'
down_revision = '187385f442fc'
@@ -17,21 +23,39 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('sites', schema=None) as batch_op:
- batch_op.alter_column('description',
- existing_type=sa.VARCHAR(length=255),
- type_=sa.Text(),
- existing_nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('sites', schema=None) as batch_op:
+ batch_op.alter_column('description',
+ existing_type=sa.VARCHAR(length=255),
+ type_=sa.Text(),
+ existing_nullable=True)
+ else:
+ with op.batch_alter_table('sites', schema=None) as batch_op:
+ batch_op.alter_column('description',
+ existing_type=sa.VARCHAR(length=255),
+ type_=models.types.LongText(),
+ existing_nullable=True)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('sites', schema=None) as batch_op:
- batch_op.alter_column('description',
- existing_type=sa.Text(),
- type_=sa.VARCHAR(length=255),
- existing_nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('sites', schema=None) as batch_op:
+ batch_op.alter_column('description',
+ existing_type=sa.Text(),
+ type_=sa.VARCHAR(length=255),
+ existing_nullable=True)
+ else:
+ with op.batch_alter_table('sites', schema=None) as batch_op:
+ batch_op.alter_column('description',
+ existing_type=models.types.LongText(),
+ type_=sa.VARCHAR(length=255),
+ existing_nullable=True)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/8d2d099ceb74_add_qa_model_support.py b/api/migrations/versions/8d2d099ceb74_add_qa_model_support.py
index 849103b071..14e9cde727 100644
--- a/api/migrations/versions/8d2d099ceb74_add_qa_model_support.py
+++ b/api/migrations/versions/8d2d099ceb74_add_qa_model_support.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '8d2d099ceb74'
down_revision = '7ce5a52e4eee'
@@ -18,13 +24,24 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('document_segments', schema=None) as batch_op:
- batch_op.add_column(sa.Column('answer', sa.Text(), nullable=True))
- batch_op.add_column(sa.Column('updated_by', postgresql.UUID(), nullable=True))
- batch_op.add_column(sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('document_segments', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('answer', sa.Text(), nullable=True))
+ batch_op.add_column(sa.Column('updated_by', postgresql.UUID(), nullable=True))
+ batch_op.add_column(sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False))
- with op.batch_alter_table('documents', schema=None) as batch_op:
- batch_op.add_column(sa.Column('doc_form', sa.String(length=255), server_default=sa.text("'text_model'::character varying"), nullable=False))
+ with op.batch_alter_table('documents', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('doc_form', sa.String(length=255), server_default=sa.text("'text_model'::character varying"), nullable=False))
+ else:
+ with op.batch_alter_table('document_segments', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('answer', models.types.LongText(), nullable=True))
+ batch_op.add_column(sa.Column('updated_by', models.types.StringUUID(), nullable=True))
+ batch_op.add_column(sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False))
+
+ with op.batch_alter_table('documents', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('doc_form', sa.String(length=255), server_default=sa.text("'text_model'"), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/8e5588e6412e_add_environment_variable_to_workflow_.py b/api/migrations/versions/8e5588e6412e_add_environment_variable_to_workflow_.py
index ec2336da4d..f550f79b8e 100644
--- a/api/migrations/versions/8e5588e6412e_add_environment_variable_to_workflow_.py
+++ b/api/migrations/versions/8e5588e6412e_add_environment_variable_to_workflow_.py
@@ -10,6 +10,10 @@ from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '8e5588e6412e'
down_revision = '6e957a32015b'
@@ -19,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('workflows', schema=None) as batch_op:
- batch_op.add_column(sa.Column('environment_variables', sa.Text(), server_default='{}', nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('environment_variables', sa.Text(), server_default='{}', nullable=False))
+ else:
+ with op.batch_alter_table('workflows', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('environment_variables', models.types.LongText(), default='{}', nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/8ec536f3c800_rename_api_provider_credentails.py b/api/migrations/versions/8ec536f3c800_rename_api_provider_credentails.py
index 6cafc198aa..111e81240b 100644
--- a/api/migrations/versions/8ec536f3c800_rename_api_provider_credentails.py
+++ b/api/migrations/versions/8ec536f3c800_rename_api_provider_credentails.py
@@ -8,6 +8,12 @@ Create Date: 2024-01-07 03:57:35.257545
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '8ec536f3c800'
down_revision = 'ad472b61a054'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
- batch_op.add_column(sa.Column('credentials_str', sa.Text(), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('credentials_str', sa.Text(), nullable=False))
+ else:
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('credentials_str', models.types.LongText(), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/8fe468ba0ca5_add_gpt4v_supports.py b/api/migrations/versions/8fe468ba0ca5_add_gpt4v_supports.py
index 01d5631510..1c1c6cacbb 100644
--- a/api/migrations/versions/8fe468ba0ca5_add_gpt4v_supports.py
+++ b/api/migrations/versions/8fe468ba0ca5_add_gpt4v_supports.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '8fe468ba0ca5'
down_revision = 'a9836e3baeee'
@@ -18,27 +24,52 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('message_files',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('message_id', postgresql.UUID(), nullable=False),
- sa.Column('type', sa.String(length=255), nullable=False),
- sa.Column('transfer_method', sa.String(length=255), nullable=False),
- sa.Column('url', sa.Text(), nullable=True),
- sa.Column('upload_file_id', postgresql.UUID(), nullable=True),
- sa.Column('created_by_role', sa.String(length=255), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='message_file_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('message_files',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('message_id', postgresql.UUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('transfer_method', sa.String(length=255), nullable=False),
+ sa.Column('url', sa.Text(), nullable=True),
+ sa.Column('upload_file_id', postgresql.UUID(), nullable=True),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_file_pkey')
+ )
+ else:
+ op.create_table('message_files',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('message_id', models.types.StringUUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('transfer_method', sa.String(length=255), nullable=False),
+ sa.Column('url', models.types.LongText(), nullable=True),
+ sa.Column('upload_file_id', models.types.StringUUID(), nullable=True),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='message_file_pkey')
+ )
+
with op.batch_alter_table('message_files', schema=None) as batch_op:
batch_op.create_index('message_file_created_by_idx', ['created_by'], unique=False)
batch_op.create_index('message_file_message_idx', ['message_id'], unique=False)
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('file_upload', sa.Text(), nullable=True))
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('file_upload', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('file_upload', models.types.LongText(), nullable=True))
- with op.batch_alter_table('upload_files', schema=None) as batch_op:
- batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'account'::character varying"), nullable=False))
+ if _is_pg(conn):
+ with op.batch_alter_table('upload_files', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'account'::character varying"), nullable=False))
+ else:
+ with op.batch_alter_table('upload_files', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'account'"), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/968fff4c0ab9_add_api_based_extension.py b/api/migrations/versions/968fff4c0ab9_add_api_based_extension.py
index 207a9c841f..c0ea28fe50 100644
--- a/api/migrations/versions/968fff4c0ab9_add_api_based_extension.py
+++ b/api/migrations/versions/968fff4c0ab9_add_api_based_extension.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '968fff4c0ab9'
down_revision = 'b3a09c049e8e'
@@ -18,16 +24,28 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
-
- op.create_table('api_based_extensions',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('name', sa.String(length=255), nullable=False),
- sa.Column('api_endpoint', sa.String(length=255), nullable=False),
- sa.Column('api_key', sa.Text(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='api_based_extension_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('api_based_extensions',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('api_endpoint', sa.String(length=255), nullable=False),
+ sa.Column('api_key', sa.Text(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='api_based_extension_pkey')
+ )
+ else:
+ op.create_table('api_based_extensions',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('name', sa.String(length=255), nullable=False),
+ sa.Column('api_endpoint', sa.String(length=255), nullable=False),
+ sa.Column('api_key', models.types.LongText(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='api_based_extension_pkey')
+ )
with op.batch_alter_table('api_based_extensions', schema=None) as batch_op:
batch_op.create_index('api_based_extension_tenant_idx', ['tenant_id'], unique=False)
diff --git a/api/migrations/versions/9f4e3427ea84_add_created_by_role.py b/api/migrations/versions/9f4e3427ea84_add_created_by_role.py
index c7a98b4ac6..5d29d354f3 100644
--- a/api/migrations/versions/9f4e3427ea84_add_created_by_role.py
+++ b/api/migrations/versions/9f4e3427ea84_add_created_by_role.py
@@ -8,6 +8,10 @@ Create Date: 2023-05-17 17:29:01.060435
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = '9f4e3427ea84'
down_revision = '64b051264f32'
@@ -17,15 +21,30 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('pinned_conversations', schema=None) as batch_op:
- batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'end_user'::character varying"), nullable=False))
- batch_op.drop_index('pinned_conversation_conversation_idx')
- batch_op.create_index('pinned_conversation_conversation_idx', ['app_id', 'conversation_id', 'created_by_role', 'created_by'], unique=False)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ with op.batch_alter_table('pinned_conversations', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'end_user'::character varying"), nullable=False))
+ batch_op.drop_index('pinned_conversation_conversation_idx')
+ batch_op.create_index('pinned_conversation_conversation_idx', ['app_id', 'conversation_id', 'created_by_role', 'created_by'], unique=False)
- with op.batch_alter_table('saved_messages', schema=None) as batch_op:
- batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'end_user'::character varying"), nullable=False))
- batch_op.drop_index('saved_message_message_idx')
- batch_op.create_index('saved_message_message_idx', ['app_id', 'message_id', 'created_by_role', 'created_by'], unique=False)
+ with op.batch_alter_table('saved_messages', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'end_user'::character varying"), nullable=False))
+ batch_op.drop_index('saved_message_message_idx')
+ batch_op.create_index('saved_message_message_idx', ['app_id', 'message_id', 'created_by_role', 'created_by'], unique=False)
+ else:
+ # MySQL: Use compatible syntax
+ with op.batch_alter_table('pinned_conversations', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'end_user'"), nullable=False))
+ batch_op.drop_index('pinned_conversation_conversation_idx')
+ batch_op.create_index('pinned_conversation_conversation_idx', ['app_id', 'conversation_id', 'created_by_role', 'created_by'], unique=False)
+
+ with op.batch_alter_table('saved_messages', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_by_role', sa.String(length=255), server_default=sa.text("'end_user'"), nullable=False))
+ batch_op.drop_index('saved_message_message_idx')
+ batch_op.create_index('saved_message_message_idx', ['app_id', 'message_id', 'created_by_role', 'created_by'], unique=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/a45f4dfde53b_add_language_to_recommend_apps.py b/api/migrations/versions/a45f4dfde53b_add_language_to_recommend_apps.py
index 3014978110..7e1e328317 100644
--- a/api/migrations/versions/a45f4dfde53b_add_language_to_recommend_apps.py
+++ b/api/migrations/versions/a45f4dfde53b_add_language_to_recommend_apps.py
@@ -8,6 +8,10 @@ Create Date: 2023-05-25 17:50:32.052335
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'a45f4dfde53b'
down_revision = '9f4e3427ea84'
@@ -17,10 +21,18 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
- batch_op.add_column(sa.Column('language', sa.String(length=255), server_default=sa.text("'en-US'::character varying"), nullable=False))
- batch_op.drop_index('recommended_app_is_listed_idx')
- batch_op.create_index('recommended_app_is_listed_idx', ['is_listed', 'language'], unique=False)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('language', sa.String(length=255), server_default=sa.text("'en-US'::character varying"), nullable=False))
+ batch_op.drop_index('recommended_app_is_listed_idx')
+ batch_op.create_index('recommended_app_is_listed_idx', ['is_listed', 'language'], unique=False)
+ else:
+ with op.batch_alter_table('recommended_apps', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('language', sa.String(length=255), server_default=sa.text("'en-US'"), nullable=False))
+ batch_op.drop_index('recommended_app_is_listed_idx')
+ batch_op.create_index('recommended_app_is_listed_idx', ['is_listed', 'language'], unique=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/a5b56fb053ef_app_config_add_speech_to_text.py b/api/migrations/versions/a5b56fb053ef_app_config_add_speech_to_text.py
index acb6812434..616cb2f163 100644
--- a/api/migrations/versions/a5b56fb053ef_app_config_add_speech_to_text.py
+++ b/api/migrations/versions/a5b56fb053ef_app_config_add_speech_to_text.py
@@ -8,6 +8,12 @@ Create Date: 2023-07-06 17:55:20.894149
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'a5b56fb053ef'
down_revision = 'd3d503a3471c'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('speech_to_text', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('speech_to_text', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('speech_to_text', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/a8d7385a7b66_add_embeddings_provider_name.py b/api/migrations/versions/a8d7385a7b66_add_embeddings_provider_name.py
index 1ee01381d8..77311061b0 100644
--- a/api/migrations/versions/a8d7385a7b66_add_embeddings_provider_name.py
+++ b/api/migrations/versions/a8d7385a7b66_add_embeddings_provider_name.py
@@ -8,6 +8,10 @@ Create Date: 2024-04-02 12:17:22.641525
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'a8d7385a7b66'
down_revision = '17b5ab037c40'
@@ -17,10 +21,18 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('embeddings', schema=None) as batch_op:
- batch_op.add_column(sa.Column('provider_name', sa.String(length=40), server_default=sa.text("''::character varying"), nullable=False))
- batch_op.drop_constraint('embedding_hash_idx', type_='unique')
- batch_op.create_unique_constraint('embedding_hash_idx', ['model_name', 'hash', 'provider_name'])
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('provider_name', sa.String(length=40), server_default=sa.text("''::character varying"), nullable=False))
+ batch_op.drop_constraint('embedding_hash_idx', type_='unique')
+ batch_op.create_unique_constraint('embedding_hash_idx', ['model_name', 'hash', 'provider_name'])
+ else:
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('provider_name', sa.String(length=40), server_default=sa.text("''"), nullable=False))
+ batch_op.drop_constraint('embedding_hash_idx', type_='unique')
+ batch_op.create_unique_constraint('embedding_hash_idx', ['model_name', 'hash', 'provider_name'])
# ### end Alembic commands ###
diff --git a/api/migrations/versions/a9836e3baeee_add_external_data_tools_in_app_model_.py b/api/migrations/versions/a9836e3baeee_add_external_data_tools_in_app_model_.py
index 5dcb630aed..900ff78036 100644
--- a/api/migrations/versions/a9836e3baeee_add_external_data_tools_in_app_model_.py
+++ b/api/migrations/versions/a9836e3baeee_add_external_data_tools_in_app_model_.py
@@ -8,6 +8,12 @@ Create Date: 2023-11-02 04:04:57.609485
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'a9836e3baeee'
down_revision = '968fff4c0ab9'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('external_data_tools', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('external_data_tools', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('external_data_tools', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/b24be59fbb04_.py b/api/migrations/versions/b24be59fbb04_.py
index 29ba859f2b..b0a6d10d8c 100644
--- a/api/migrations/versions/b24be59fbb04_.py
+++ b/api/migrations/versions/b24be59fbb04_.py
@@ -8,6 +8,12 @@ Create Date: 2024-01-17 01:31:12.670556
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'b24be59fbb04'
down_revision = 'de95f5c77138'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('text_to_speech', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('text_to_speech', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('text_to_speech', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/b289e2408ee2_add_workflow.py b/api/migrations/versions/b289e2408ee2_add_workflow.py
index 966f86c05f..ea50930eed 100644
--- a/api/migrations/versions/b289e2408ee2_add_workflow.py
+++ b/api/migrations/versions/b289e2408ee2_add_workflow.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'b289e2408ee2'
down_revision = 'a8d7385a7b66'
@@ -18,98 +24,190 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('workflow_app_logs',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('workflow_id', postgresql.UUID(), nullable=False),
- sa.Column('workflow_run_id', postgresql.UUID(), nullable=False),
- sa.Column('created_from', sa.String(length=255), nullable=False),
- sa.Column('created_by_role', sa.String(length=255), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='workflow_app_log_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('workflow_app_logs',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('workflow_id', postgresql.UUID(), nullable=False),
+ sa.Column('workflow_run_id', postgresql.UUID(), nullable=False),
+ sa.Column('created_from', sa.String(length=255), nullable=False),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='workflow_app_log_pkey')
+ )
+ else:
+ op.create_table('workflow_app_logs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('workflow_id', models.types.StringUUID(), nullable=False),
+ sa.Column('workflow_run_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_from', sa.String(length=255), nullable=False),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='workflow_app_log_pkey')
+ )
with op.batch_alter_table('workflow_app_logs', schema=None) as batch_op:
batch_op.create_index('workflow_app_log_app_idx', ['tenant_id', 'app_id'], unique=False)
- op.create_table('workflow_node_executions',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('workflow_id', postgresql.UUID(), nullable=False),
- sa.Column('triggered_from', sa.String(length=255), nullable=False),
- sa.Column('workflow_run_id', postgresql.UUID(), nullable=True),
- sa.Column('index', sa.Integer(), nullable=False),
- sa.Column('predecessor_node_id', sa.String(length=255), nullable=True),
- sa.Column('node_id', sa.String(length=255), nullable=False),
- sa.Column('node_type', sa.String(length=255), nullable=False),
- sa.Column('title', sa.String(length=255), nullable=False),
- sa.Column('inputs', sa.Text(), nullable=True),
- sa.Column('process_data', sa.Text(), nullable=True),
- sa.Column('outputs', sa.Text(), nullable=True),
- sa.Column('status', sa.String(length=255), nullable=False),
- sa.Column('error', sa.Text(), nullable=True),
- sa.Column('elapsed_time', sa.Float(), server_default=sa.text('0'), nullable=False),
- sa.Column('execution_metadata', sa.Text(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('created_by_role', sa.String(length=255), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('finished_at', sa.DateTime(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='workflow_node_execution_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('workflow_node_executions',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('workflow_id', postgresql.UUID(), nullable=False),
+ sa.Column('triggered_from', sa.String(length=255), nullable=False),
+ sa.Column('workflow_run_id', postgresql.UUID(), nullable=True),
+ sa.Column('index', sa.Integer(), nullable=False),
+ sa.Column('predecessor_node_id', sa.String(length=255), nullable=True),
+ sa.Column('node_id', sa.String(length=255), nullable=False),
+ sa.Column('node_type', sa.String(length=255), nullable=False),
+ sa.Column('title', sa.String(length=255), nullable=False),
+ sa.Column('inputs', sa.Text(), nullable=True),
+ sa.Column('process_data', sa.Text(), nullable=True),
+ sa.Column('outputs', sa.Text(), nullable=True),
+ sa.Column('status', sa.String(length=255), nullable=False),
+ sa.Column('error', sa.Text(), nullable=True),
+ sa.Column('elapsed_time', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('execution_metadata', sa.Text(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('finished_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='workflow_node_execution_pkey')
+ )
+ else:
+ op.create_table('workflow_node_executions',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('workflow_id', models.types.StringUUID(), nullable=False),
+ sa.Column('triggered_from', sa.String(length=255), nullable=False),
+ sa.Column('workflow_run_id', models.types.StringUUID(), nullable=True),
+ sa.Column('index', sa.Integer(), nullable=False),
+ sa.Column('predecessor_node_id', sa.String(length=255), nullable=True),
+ sa.Column('node_id', sa.String(length=255), nullable=False),
+ sa.Column('node_type', sa.String(length=255), nullable=False),
+ sa.Column('title', sa.String(length=255), nullable=False),
+ sa.Column('inputs', models.types.LongText(), nullable=True),
+ sa.Column('process_data', models.types.LongText(), nullable=True),
+ sa.Column('outputs', models.types.LongText(), nullable=True),
+ sa.Column('status', sa.String(length=255), nullable=False),
+ sa.Column('error', models.types.LongText(), nullable=True),
+ sa.Column('elapsed_time', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('execution_metadata', models.types.LongText(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('finished_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='workflow_node_execution_pkey')
+ )
with op.batch_alter_table('workflow_node_executions', schema=None) as batch_op:
batch_op.create_index('workflow_node_execution_node_run_idx', ['tenant_id', 'app_id', 'workflow_id', 'triggered_from', 'node_id'], unique=False)
batch_op.create_index('workflow_node_execution_workflow_run_idx', ['tenant_id', 'app_id', 'workflow_id', 'triggered_from', 'workflow_run_id'], unique=False)
- op.create_table('workflow_runs',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('sequence_number', sa.Integer(), nullable=False),
- sa.Column('workflow_id', postgresql.UUID(), nullable=False),
- sa.Column('type', sa.String(length=255), nullable=False),
- sa.Column('triggered_from', sa.String(length=255), nullable=False),
- sa.Column('version', sa.String(length=255), nullable=False),
- sa.Column('graph', sa.Text(), nullable=True),
- sa.Column('inputs', sa.Text(), nullable=True),
- sa.Column('status', sa.String(length=255), nullable=False),
- sa.Column('outputs', sa.Text(), nullable=True),
- sa.Column('error', sa.Text(), nullable=True),
- sa.Column('elapsed_time', sa.Float(), server_default=sa.text('0'), nullable=False),
- sa.Column('total_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
- sa.Column('total_steps', sa.Integer(), server_default=sa.text('0'), nullable=True),
- sa.Column('created_by_role', sa.String(length=255), nullable=False),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('finished_at', sa.DateTime(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='workflow_run_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('workflow_runs',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('sequence_number', sa.Integer(), nullable=False),
+ sa.Column('workflow_id', postgresql.UUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('triggered_from', sa.String(length=255), nullable=False),
+ sa.Column('version', sa.String(length=255), nullable=False),
+ sa.Column('graph', sa.Text(), nullable=True),
+ sa.Column('inputs', sa.Text(), nullable=True),
+ sa.Column('status', sa.String(length=255), nullable=False),
+ sa.Column('outputs', sa.Text(), nullable=True),
+ sa.Column('error', sa.Text(), nullable=True),
+ sa.Column('elapsed_time', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('total_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('total_steps', sa.Integer(), server_default=sa.text('0'), nullable=True),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('finished_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='workflow_run_pkey')
+ )
+ else:
+ op.create_table('workflow_runs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('sequence_number', sa.Integer(), nullable=False),
+ sa.Column('workflow_id', models.types.StringUUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('triggered_from', sa.String(length=255), nullable=False),
+ sa.Column('version', sa.String(length=255), nullable=False),
+ sa.Column('graph', models.types.LongText(), nullable=True),
+ sa.Column('inputs', models.types.LongText(), nullable=True),
+ sa.Column('status', sa.String(length=255), nullable=False),
+ sa.Column('outputs', models.types.LongText(), nullable=True),
+ sa.Column('error', models.types.LongText(), nullable=True),
+ sa.Column('elapsed_time', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('total_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('total_steps', sa.Integer(), server_default=sa.text('0'), nullable=True),
+ sa.Column('created_by_role', sa.String(length=255), nullable=False),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('finished_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='workflow_run_pkey')
+ )
with op.batch_alter_table('workflow_runs', schema=None) as batch_op:
batch_op.create_index('workflow_run_triggerd_from_idx', ['tenant_id', 'app_id', 'triggered_from'], unique=False)
- op.create_table('workflows',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('type', sa.String(length=255), nullable=False),
- sa.Column('version', sa.String(length=255), nullable=False),
- sa.Column('graph', sa.Text(), nullable=True),
- sa.Column('features', sa.Text(), nullable=True),
- sa.Column('created_by', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_by', postgresql.UUID(), nullable=True),
- sa.Column('updated_at', sa.DateTime(), nullable=True),
- sa.PrimaryKeyConstraint('id', name='workflow_pkey')
- )
+ if _is_pg(conn):
+ op.create_table('workflows',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('version', sa.String(length=255), nullable=False),
+ sa.Column('graph', sa.Text(), nullable=True),
+ sa.Column('features', sa.Text(), nullable=True),
+ sa.Column('created_by', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_by', postgresql.UUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='workflow_pkey')
+ )
+ else:
+ op.create_table('workflows',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('type', sa.String(length=255), nullable=False),
+ sa.Column('version', sa.String(length=255), nullable=False),
+ sa.Column('graph', models.types.LongText(), nullable=True),
+ sa.Column('features', models.types.LongText(), nullable=True),
+ sa.Column('created_by', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_by', models.types.StringUUID(), nullable=True),
+ sa.Column('updated_at', sa.DateTime(), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='workflow_pkey')
+ )
+
with op.batch_alter_table('workflows', schema=None) as batch_op:
batch_op.create_index('workflow_version_idx', ['tenant_id', 'app_id', 'version'], unique=False)
- with op.batch_alter_table('apps', schema=None) as batch_op:
- batch_op.add_column(sa.Column('workflow_id', postgresql.UUID(), nullable=True))
+ if _is_pg(conn):
+ with op.batch_alter_table('apps', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('workflow_id', postgresql.UUID(), nullable=True))
- with op.batch_alter_table('messages', schema=None) as batch_op:
- batch_op.add_column(sa.Column('workflow_run_id', postgresql.UUID(), nullable=True))
+ with op.batch_alter_table('messages', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('workflow_run_id', postgresql.UUID(), nullable=True))
+ else:
+ with op.batch_alter_table('apps', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('workflow_id', models.types.StringUUID(), nullable=True))
+
+ with op.batch_alter_table('messages', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('workflow_run_id', models.types.StringUUID(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/b3a09c049e8e_add_advanced_prompt_templates.py b/api/migrations/versions/b3a09c049e8e_add_advanced_prompt_templates.py
index 5682eff030..772395c25b 100644
--- a/api/migrations/versions/b3a09c049e8e_add_advanced_prompt_templates.py
+++ b/api/migrations/versions/b3a09c049e8e_add_advanced_prompt_templates.py
@@ -8,6 +8,12 @@ Create Date: 2023-10-10 15:23:23.395420
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'b3a09c049e8e'
down_revision = '2e9819ca5b28'
@@ -17,11 +23,20 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('prompt_type', sa.String(length=255), nullable=False, server_default='simple'))
- batch_op.add_column(sa.Column('chat_prompt_config', sa.Text(), nullable=True))
- batch_op.add_column(sa.Column('completion_prompt_config', sa.Text(), nullable=True))
- batch_op.add_column(sa.Column('dataset_configs', sa.Text(), nullable=True))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('prompt_type', sa.String(length=255), nullable=False, server_default='simple'))
+ batch_op.add_column(sa.Column('chat_prompt_config', sa.Text(), nullable=True))
+ batch_op.add_column(sa.Column('completion_prompt_config', sa.Text(), nullable=True))
+ batch_op.add_column(sa.Column('dataset_configs', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('prompt_type', sa.String(length=255), nullable=False, server_default='simple'))
+ batch_op.add_column(sa.Column('chat_prompt_config', models.types.LongText(), nullable=True))
+ batch_op.add_column(sa.Column('completion_prompt_config', models.types.LongText(), nullable=True))
+ batch_op.add_column(sa.Column('dataset_configs', models.types.LongText(), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/bf0aec5ba2cf_add_provider_order.py b/api/migrations/versions/bf0aec5ba2cf_add_provider_order.py
index dfa1517462..32736f41ca 100644
--- a/api/migrations/versions/bf0aec5ba2cf_add_provider_order.py
+++ b/api/migrations/versions/bf0aec5ba2cf_add_provider_order.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'bf0aec5ba2cf'
down_revision = 'e35ed59becda'
@@ -18,25 +24,48 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('provider_orders',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('provider_name', sa.String(length=40), nullable=False),
- sa.Column('account_id', postgresql.UUID(), nullable=False),
- sa.Column('payment_product_id', sa.String(length=191), nullable=False),
- sa.Column('payment_id', sa.String(length=191), nullable=True),
- sa.Column('transaction_id', sa.String(length=191), nullable=True),
- sa.Column('quantity', sa.Integer(), server_default=sa.text('1'), nullable=False),
- sa.Column('currency', sa.String(length=40), nullable=True),
- sa.Column('total_amount', sa.Integer(), nullable=True),
- sa.Column('payment_status', sa.String(length=40), server_default=sa.text("'wait_pay'::character varying"), nullable=False),
- sa.Column('paid_at', sa.DateTime(), nullable=True),
- sa.Column('pay_failed_at', sa.DateTime(), nullable=True),
- sa.Column('refunded_at', sa.DateTime(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='provider_order_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('provider_orders',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('account_id', postgresql.UUID(), nullable=False),
+ sa.Column('payment_product_id', sa.String(length=191), nullable=False),
+ sa.Column('payment_id', sa.String(length=191), nullable=True),
+ sa.Column('transaction_id', sa.String(length=191), nullable=True),
+ sa.Column('quantity', sa.Integer(), server_default=sa.text('1'), nullable=False),
+ sa.Column('currency', sa.String(length=40), nullable=True),
+ sa.Column('total_amount', sa.Integer(), nullable=True),
+ sa.Column('payment_status', sa.String(length=40), server_default=sa.text("'wait_pay'::character varying"), nullable=False),
+ sa.Column('paid_at', sa.DateTime(), nullable=True),
+ sa.Column('pay_failed_at', sa.DateTime(), nullable=True),
+ sa.Column('refunded_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_order_pkey')
+ )
+ else:
+ op.create_table('provider_orders',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider_name', sa.String(length=40), nullable=False),
+ sa.Column('account_id', models.types.StringUUID(), nullable=False),
+ sa.Column('payment_product_id', sa.String(length=191), nullable=False),
+ sa.Column('payment_id', sa.String(length=191), nullable=True),
+ sa.Column('transaction_id', sa.String(length=191), nullable=True),
+ sa.Column('quantity', sa.Integer(), server_default=sa.text('1'), nullable=False),
+ sa.Column('currency', sa.String(length=40), nullable=True),
+ sa.Column('total_amount', sa.Integer(), nullable=True),
+ sa.Column('payment_status', sa.String(length=40), server_default=sa.text("'wait_pay'"), nullable=False),
+ sa.Column('paid_at', sa.DateTime(), nullable=True),
+ sa.Column('pay_failed_at', sa.DateTime(), nullable=True),
+ sa.Column('refunded_at', sa.DateTime(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='provider_order_pkey')
+ )
with op.batch_alter_table('provider_orders', schema=None) as batch_op:
batch_op.create_index('provider_order_tenant_provider_idx', ['tenant_id', 'provider_name'], unique=False)
diff --git a/api/migrations/versions/c031d46af369_remove_app_model_config_trace_config_.py b/api/migrations/versions/c031d46af369_remove_app_model_config_trace_config_.py
index f87819c367..76be794ff4 100644
--- a/api/migrations/versions/c031d46af369_remove_app_model_config_trace_config_.py
+++ b/api/migrations/versions/c031d46af369_remove_app_model_config_trace_config_.py
@@ -11,6 +11,10 @@ from sqlalchemy.dialects import postgresql
import models.types
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'c031d46af369'
down_revision = '04c602f5dc9b'
@@ -20,16 +24,30 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('trace_app_config',
- sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', models.types.StringUUID(), nullable=False),
- sa.Column('tracing_provider', sa.String(length=255), nullable=True),
- sa.Column('tracing_config', sa.JSON(), nullable=True),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False),
- sa.Column('is_active', sa.Boolean(), server_default=sa.text('true'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='trace_app_config_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('trace_app_config',
+ sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tracing_provider', sa.String(length=255), nullable=True),
+ sa.Column('tracing_config', sa.JSON(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False),
+ sa.Column('is_active', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='trace_app_config_pkey')
+ )
+ else:
+ op.create_table('trace_app_config',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tracing_provider', sa.String(length=255), nullable=True),
+ sa.Column('tracing_config', sa.JSON(), nullable=True),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.now(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.now(), nullable=False),
+ sa.Column('is_active', sa.Boolean(), server_default=sa.text('true'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='trace_app_config_pkey')
+ )
with op.batch_alter_table('trace_app_config', schema=None) as batch_op:
batch_op.create_index('trace_app_config_app_id_idx', ['app_id'], unique=False)
diff --git a/api/migrations/versions/c3311b089690_add_tool_meta.py b/api/migrations/versions/c3311b089690_add_tool_meta.py
index e075535b0d..79f80f5553 100644
--- a/api/migrations/versions/c3311b089690_add_tool_meta.py
+++ b/api/migrations/versions/c3311b089690_add_tool_meta.py
@@ -8,6 +8,12 @@ Create Date: 2024-03-28 11:50:45.364875
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'c3311b089690'
down_revision = 'e2eacc9a1b63'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
- batch_op.add_column(sa.Column('tool_meta_str', sa.Text(), server_default=sa.text("'{}'::text"), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tool_meta_str', sa.Text(), server_default=sa.text("'{}'::text"), nullable=False))
+ else:
+ with op.batch_alter_table('message_agent_thoughts', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('tool_meta_str', models.types.LongText(), default=sa.text("'{}'"), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/c71211c8f604_add_tool_invoke_model_log.py b/api/migrations/versions/c71211c8f604_add_tool_invoke_model_log.py
index 95fb8f5d0e..e3e818d2a7 100644
--- a/api/migrations/versions/c71211c8f604_add_tool_invoke_model_log.py
+++ b/api/migrations/versions/c71211c8f604_add_tool_invoke_model_log.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'c71211c8f604'
down_revision = 'f25003750af4'
@@ -18,28 +24,54 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('tool_model_invokes',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('user_id', postgresql.UUID(), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('provider', sa.String(length=40), nullable=False),
- sa.Column('tool_type', sa.String(length=40), nullable=False),
- sa.Column('tool_name', sa.String(length=40), nullable=False),
- sa.Column('tool_id', postgresql.UUID(), nullable=False),
- sa.Column('model_parameters', sa.Text(), nullable=False),
- sa.Column('prompt_messages', sa.Text(), nullable=False),
- sa.Column('model_response', sa.Text(), nullable=False),
- sa.Column('prompt_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
- sa.Column('answer_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
- sa.Column('answer_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
- sa.Column('answer_price_unit', sa.Numeric(precision=10, scale=7), server_default=sa.text('0.001'), nullable=False),
- sa.Column('provider_response_latency', sa.Float(), server_default=sa.text('0'), nullable=False),
- sa.Column('total_price', sa.Numeric(precision=10, scale=7), nullable=True),
- sa.Column('currency', sa.String(length=255), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='tool_model_invoke_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('tool_model_invokes',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('user_id', postgresql.UUID(), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('provider', sa.String(length=40), nullable=False),
+ sa.Column('tool_type', sa.String(length=40), nullable=False),
+ sa.Column('tool_name', sa.String(length=40), nullable=False),
+ sa.Column('tool_id', postgresql.UUID(), nullable=False),
+ sa.Column('model_parameters', sa.Text(), nullable=False),
+ sa.Column('prompt_messages', sa.Text(), nullable=False),
+ sa.Column('model_response', sa.Text(), nullable=False),
+ sa.Column('prompt_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('answer_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('answer_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
+ sa.Column('answer_price_unit', sa.Numeric(precision=10, scale=7), server_default=sa.text('0.001'), nullable=False),
+ sa.Column('provider_response_latency', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('total_price', sa.Numeric(precision=10, scale=7), nullable=True),
+ sa.Column('currency', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_model_invoke_pkey')
+ )
+ else:
+ op.create_table('tool_model_invokes',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('user_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('provider', sa.String(length=40), nullable=False),
+ sa.Column('tool_type', sa.String(length=40), nullable=False),
+ sa.Column('tool_name', sa.String(length=40), nullable=False),
+ sa.Column('tool_id', models.types.StringUUID(), nullable=False),
+ sa.Column('model_parameters', models.types.LongText(), nullable=False),
+ sa.Column('prompt_messages', models.types.LongText(), nullable=False),
+ sa.Column('model_response', models.types.LongText(), nullable=False),
+ sa.Column('prompt_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('answer_tokens', sa.Integer(), server_default=sa.text('0'), nullable=False),
+ sa.Column('answer_unit_price', sa.Numeric(precision=10, scale=4), nullable=False),
+ sa.Column('answer_price_unit', sa.Numeric(precision=10, scale=7), server_default=sa.text('0.001'), nullable=False),
+ sa.Column('provider_response_latency', sa.Float(), server_default=sa.text('0'), nullable=False),
+ sa.Column('total_price', sa.Numeric(precision=10, scale=7), nullable=True),
+ sa.Column('currency', sa.String(length=255), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='tool_model_invoke_pkey')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/cc04d0998d4d_set_model_config_column_nullable.py b/api/migrations/versions/cc04d0998d4d_set_model_config_column_nullable.py
index aefbe43f14..2b9f0e90a4 100644
--- a/api/migrations/versions/cc04d0998d4d_set_model_config_column_nullable.py
+++ b/api/migrations/versions/cc04d0998d4d_set_model_config_column_nullable.py
@@ -9,6 +9,10 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'cc04d0998d4d'
down_revision = 'b289e2408ee2'
@@ -18,16 +22,30 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.alter_column('provider',
- existing_type=sa.VARCHAR(length=255),
- nullable=True)
- batch_op.alter_column('model_id',
- existing_type=sa.VARCHAR(length=255),
- nullable=True)
- batch_op.alter_column('configs',
- existing_type=postgresql.JSON(astext_type=sa.Text()),
- nullable=True)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.alter_column('provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True)
+ batch_op.alter_column('model_id',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True)
+ batch_op.alter_column('configs',
+ existing_type=postgresql.JSON(astext_type=sa.Text()),
+ nullable=True)
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.alter_column('provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True)
+ batch_op.alter_column('model_id',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=True)
+ batch_op.alter_column('configs',
+ existing_type=sa.JSON(),
+ nullable=True)
with op.batch_alter_table('apps', schema=None) as batch_op:
batch_op.alter_column('api_rpm',
@@ -45,6 +63,8 @@ def upgrade():
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+
with op.batch_alter_table('apps', schema=None) as batch_op:
batch_op.alter_column('api_rpm',
existing_type=sa.Integer(),
@@ -56,15 +76,27 @@ def downgrade():
server_default=None,
nullable=False)
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.alter_column('configs',
- existing_type=postgresql.JSON(astext_type=sa.Text()),
- nullable=False)
- batch_op.alter_column('model_id',
- existing_type=sa.VARCHAR(length=255),
- nullable=False)
- batch_op.alter_column('provider',
- existing_type=sa.VARCHAR(length=255),
- nullable=False)
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.alter_column('configs',
+ existing_type=postgresql.JSON(astext_type=sa.Text()),
+ nullable=False)
+ batch_op.alter_column('model_id',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False)
+ batch_op.alter_column('provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False)
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.alter_column('configs',
+ existing_type=sa.JSON(),
+ nullable=False)
+ batch_op.alter_column('model_id',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False)
+ batch_op.alter_column('provider',
+ existing_type=sa.VARCHAR(length=255),
+ nullable=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/e1901f623fd0_add_annotation_reply.py b/api/migrations/versions/e1901f623fd0_add_annotation_reply.py
index 32902c8eb0..9e02ec5d84 100644
--- a/api/migrations/versions/e1901f623fd0_add_annotation_reply.py
+++ b/api/migrations/versions/e1901f623fd0_add_annotation_reply.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'e1901f623fd0'
down_revision = 'fca025d3b60f'
@@ -18,51 +24,98 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('app_annotation_hit_histories',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('annotation_id', postgresql.UUID(), nullable=False),
- sa.Column('source', sa.Text(), nullable=False),
- sa.Column('question', sa.Text(), nullable=False),
- sa.Column('account_id', postgresql.UUID(), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.PrimaryKeyConstraint('id', name='app_annotation_hit_histories_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('app_annotation_hit_histories',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('annotation_id', postgresql.UUID(), nullable=False),
+ sa.Column('source', sa.Text(), nullable=False),
+ sa.Column('question', sa.Text(), nullable=False),
+ sa.Column('account_id', postgresql.UUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_annotation_hit_histories_pkey')
+ )
+ else:
+ op.create_table('app_annotation_hit_histories',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('annotation_id', models.types.StringUUID(), nullable=False),
+ sa.Column('source', models.types.LongText(), nullable=False),
+ sa.Column('question', models.types.LongText(), nullable=False),
+ sa.Column('account_id', models.types.StringUUID(), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.PrimaryKeyConstraint('id', name='app_annotation_hit_histories_pkey')
+ )
+
with op.batch_alter_table('app_annotation_hit_histories', schema=None) as batch_op:
batch_op.create_index('app_annotation_hit_histories_account_idx', ['account_id'], unique=False)
batch_op.create_index('app_annotation_hit_histories_annotation_idx', ['annotation_id'], unique=False)
batch_op.create_index('app_annotation_hit_histories_app_idx', ['app_id'], unique=False)
- with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
- batch_op.add_column(sa.Column('annotation_reply', sa.Text(), nullable=True))
+ if _is_pg(conn):
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('annotation_reply', sa.Text(), nullable=True))
+ else:
+ with op.batch_alter_table('app_model_configs', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('annotation_reply', models.types.LongText(), nullable=True))
- with op.batch_alter_table('dataset_collection_bindings', schema=None) as batch_op:
- batch_op.add_column(sa.Column('type', sa.String(length=40), server_default=sa.text("'dataset'::character varying"), nullable=False))
+ if _is_pg(conn):
+ with op.batch_alter_table('dataset_collection_bindings', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('type', sa.String(length=40), server_default=sa.text("'dataset'::character varying"), nullable=False))
+ else:
+ with op.batch_alter_table('dataset_collection_bindings', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('type', sa.String(length=40), server_default=sa.text("'dataset'"), nullable=False))
- with op.batch_alter_table('message_annotations', schema=None) as batch_op:
- batch_op.add_column(sa.Column('question', sa.Text(), nullable=True))
- batch_op.add_column(sa.Column('hit_count', sa.Integer(), server_default=sa.text('0'), nullable=False))
- batch_op.alter_column('conversation_id',
- existing_type=postgresql.UUID(),
- nullable=True)
- batch_op.alter_column('message_id',
- existing_type=postgresql.UUID(),
- nullable=True)
+ if _is_pg(conn):
+ with op.batch_alter_table('message_annotations', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('question', sa.Text(), nullable=True))
+ batch_op.add_column(sa.Column('hit_count', sa.Integer(), server_default=sa.text('0'), nullable=False))
+ batch_op.alter_column('conversation_id',
+ existing_type=postgresql.UUID(),
+ nullable=True)
+ batch_op.alter_column('message_id',
+ existing_type=postgresql.UUID(),
+ nullable=True)
+ else:
+ with op.batch_alter_table('message_annotations', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('question', models.types.LongText(), nullable=True))
+ batch_op.add_column(sa.Column('hit_count', sa.Integer(), server_default=sa.text('0'), nullable=False))
+ batch_op.alter_column('conversation_id',
+ existing_type=models.types.StringUUID(),
+ nullable=True)
+ batch_op.alter_column('message_id',
+ existing_type=models.types.StringUUID(),
+ nullable=True)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('message_annotations', schema=None) as batch_op:
- batch_op.alter_column('message_id',
- existing_type=postgresql.UUID(),
- nullable=False)
- batch_op.alter_column('conversation_id',
- existing_type=postgresql.UUID(),
- nullable=False)
- batch_op.drop_column('hit_count')
- batch_op.drop_column('question')
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('message_annotations', schema=None) as batch_op:
+ batch_op.alter_column('message_id',
+ existing_type=postgresql.UUID(),
+ nullable=False)
+ batch_op.alter_column('conversation_id',
+ existing_type=postgresql.UUID(),
+ nullable=False)
+ batch_op.drop_column('hit_count')
+ batch_op.drop_column('question')
+ else:
+ with op.batch_alter_table('message_annotations', schema=None) as batch_op:
+ batch_op.alter_column('message_id',
+ existing_type=models.types.StringUUID(),
+ nullable=False)
+ batch_op.alter_column('conversation_id',
+ existing_type=models.types.StringUUID(),
+ nullable=False)
+ batch_op.drop_column('hit_count')
+ batch_op.drop_column('question')
with op.batch_alter_table('dataset_collection_bindings', schema=None) as batch_op:
batch_op.drop_column('type')
diff --git a/api/migrations/versions/e2eacc9a1b63_add_status_for_message.py b/api/migrations/versions/e2eacc9a1b63_add_status_for_message.py
index 08f994a41f..0eeb68360e 100644
--- a/api/migrations/versions/e2eacc9a1b63_add_status_for_message.py
+++ b/api/migrations/versions/e2eacc9a1b63_add_status_for_message.py
@@ -8,6 +8,12 @@ Create Date: 2024-03-21 09:31:27.342221
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'e2eacc9a1b63'
down_revision = '563cf8bf777b'
@@ -17,14 +23,23 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+
with op.batch_alter_table('conversations', schema=None) as batch_op:
batch_op.add_column(sa.Column('invoke_from', sa.String(length=255), nullable=True))
- with op.batch_alter_table('messages', schema=None) as batch_op:
- batch_op.add_column(sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False))
- batch_op.add_column(sa.Column('error', sa.Text(), nullable=True))
- batch_op.add_column(sa.Column('message_metadata', sa.Text(), nullable=True))
- batch_op.add_column(sa.Column('invoke_from', sa.String(length=255), nullable=True))
+ if _is_pg(conn):
+ with op.batch_alter_table('messages', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'::character varying"), nullable=False))
+ batch_op.add_column(sa.Column('error', sa.Text(), nullable=True))
+ batch_op.add_column(sa.Column('message_metadata', sa.Text(), nullable=True))
+ batch_op.add_column(sa.Column('invoke_from', sa.String(length=255), nullable=True))
+ else:
+ with op.batch_alter_table('messages', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('status', sa.String(length=255), server_default=sa.text("'normal'"), nullable=False))
+ batch_op.add_column(sa.Column('error', models.types.LongText(), nullable=True))
+ batch_op.add_column(sa.Column('message_metadata', models.types.LongText(), nullable=True))
+ batch_op.add_column(sa.Column('invoke_from', sa.String(length=255), nullable=True))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/e32f6ccb87c6_e08af0a69ccefbb59fa80c778efee300bb780980.py b/api/migrations/versions/e32f6ccb87c6_e08af0a69ccefbb59fa80c778efee300bb780980.py
index 3d7dd1fabf..c52605667b 100644
--- a/api/migrations/versions/e32f6ccb87c6_e08af0a69ccefbb59fa80c778efee300bb780980.py
+++ b/api/migrations/versions/e32f6ccb87c6_e08af0a69ccefbb59fa80c778efee300bb780980.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'e32f6ccb87c6'
down_revision = '614f77cecc48'
@@ -18,28 +24,52 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table('data_source_bindings',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('tenant_id', postgresql.UUID(), nullable=False),
- sa.Column('access_token', sa.String(length=255), nullable=False),
- sa.Column('provider', sa.String(length=255), nullable=False),
- sa.Column('source_info', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
- sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
- sa.Column('disabled', sa.Boolean(), server_default=sa.text('false'), nullable=True),
- sa.PrimaryKeyConstraint('id', name='source_binding_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table('data_source_bindings',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('tenant_id', postgresql.UUID(), nullable=False),
+ sa.Column('access_token', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('source_info', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
+ sa.Column('disabled', sa.Boolean(), server_default=sa.text('false'), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='source_binding_pkey')
+ )
+ else:
+ op.create_table('data_source_bindings',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
+ sa.Column('access_token', sa.String(length=255), nullable=False),
+ sa.Column('provider', sa.String(length=255), nullable=False),
+ sa.Column('source_info', models.types.AdjustedJSON(astext_type=sa.Text()), nullable=False),
+ sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False),
+ sa.Column('disabled', sa.Boolean(), server_default=sa.text('false'), nullable=True),
+ sa.PrimaryKeyConstraint('id', name='source_binding_pkey')
+ )
+
with op.batch_alter_table('data_source_bindings', schema=None) as batch_op:
batch_op.create_index('source_binding_tenant_id_idx', ['tenant_id'], unique=False)
- batch_op.create_index('source_info_idx', ['source_info'], unique=False, postgresql_using='gin')
+ if _is_pg(conn):
+ batch_op.create_index('source_info_idx', ['source_info'], unique=False, postgresql_using='gin')
+ else:
+ pass
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+
with op.batch_alter_table('data_source_bindings', schema=None) as batch_op:
- batch_op.drop_index('source_info_idx', postgresql_using='gin')
+ if _is_pg(conn):
+ batch_op.drop_index('source_info_idx', postgresql_using='gin')
+ else:
+ pass
batch_op.drop_index('source_binding_tenant_id_idx')
op.drop_table('data_source_bindings')
diff --git a/api/migrations/versions/e8883b0148c9_add_dataset_model_name.py b/api/migrations/versions/e8883b0148c9_add_dataset_model_name.py
index 875683d68e..b7bb0dd4df 100644
--- a/api/migrations/versions/e8883b0148c9_add_dataset_model_name.py
+++ b/api/migrations/versions/e8883b0148c9_add_dataset_model_name.py
@@ -8,6 +8,10 @@ Create Date: 2023-08-15 20:54:58.936787
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'e8883b0148c9'
down_revision = '2c8af9671032'
@@ -17,9 +21,18 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('datasets', schema=None) as batch_op:
- batch_op.add_column(sa.Column('embedding_model', sa.String(length=255), server_default=sa.text("'text-embedding-ada-002'::character varying"), nullable=False))
- batch_op.add_column(sa.Column('embedding_model_provider', sa.String(length=255), server_default=sa.text("'openai'::character varying"), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('embedding_model', sa.String(length=255), server_default=sa.text("'text-embedding-ada-002'::character varying"), nullable=False))
+ batch_op.add_column(sa.Column('embedding_model_provider', sa.String(length=255), server_default=sa.text("'openai'::character varying"), nullable=False))
+ else:
+ # MySQL: Use compatible syntax
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('embedding_model', sa.String(length=255), server_default=sa.text("'text-embedding-ada-002'"), nullable=False))
+ batch_op.add_column(sa.Column('embedding_model_provider', sa.String(length=255), server_default=sa.text("'openai'"), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/eeb2e349e6ac_increase_max_model_name_length.py b/api/migrations/versions/eeb2e349e6ac_increase_max_model_name_length.py
index 434531b6c8..6125744a1f 100644
--- a/api/migrations/versions/eeb2e349e6ac_increase_max_model_name_length.py
+++ b/api/migrations/versions/eeb2e349e6ac_increase_max_model_name_length.py
@@ -10,6 +10,10 @@ from alembic import op
import models as models
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'eeb2e349e6ac'
down_revision = '53bf8af60645'
@@ -19,30 +23,50 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+
with op.batch_alter_table('dataset_collection_bindings', schema=None) as batch_op:
batch_op.alter_column('model_name',
existing_type=sa.VARCHAR(length=40),
type_=sa.String(length=255),
existing_nullable=False)
- with op.batch_alter_table('embeddings', schema=None) as batch_op:
- batch_op.alter_column('model_name',
- existing_type=sa.VARCHAR(length=40),
- type_=sa.String(length=255),
- existing_nullable=False,
- existing_server_default=sa.text("'text-embedding-ada-002'::character varying"))
+ if _is_pg(conn):
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.alter_column('model_name',
+ existing_type=sa.VARCHAR(length=40),
+ type_=sa.String(length=255),
+ existing_nullable=False,
+ existing_server_default=sa.text("'text-embedding-ada-002'::character varying"))
+ else:
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.alter_column('model_name',
+ existing_type=sa.VARCHAR(length=40),
+ type_=sa.String(length=255),
+ existing_nullable=False,
+ existing_server_default=sa.text("'text-embedding-ada-002'"))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('embeddings', schema=None) as batch_op:
- batch_op.alter_column('model_name',
- existing_type=sa.String(length=255),
- type_=sa.VARCHAR(length=40),
- existing_nullable=False,
- existing_server_default=sa.text("'text-embedding-ada-002'::character varying"))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.alter_column('model_name',
+ existing_type=sa.String(length=255),
+ type_=sa.VARCHAR(length=40),
+ existing_nullable=False,
+ existing_server_default=sa.text("'text-embedding-ada-002'::character varying"))
+ else:
+ with op.batch_alter_table('embeddings', schema=None) as batch_op:
+ batch_op.alter_column('model_name',
+ existing_type=sa.String(length=255),
+ type_=sa.VARCHAR(length=40),
+ existing_nullable=False,
+ existing_server_default=sa.text("'text-embedding-ada-002'"))
with op.batch_alter_table('dataset_collection_bindings', schema=None) as batch_op:
batch_op.alter_column('model_name',
diff --git a/api/migrations/versions/f25003750af4_add_created_updated_at.py b/api/migrations/versions/f25003750af4_add_created_updated_at.py
index 178eaf2380..f2752dfbb7 100644
--- a/api/migrations/versions/f25003750af4_add_created_updated_at.py
+++ b/api/migrations/versions/f25003750af4_add_created_updated_at.py
@@ -8,6 +8,10 @@ Create Date: 2024-01-07 04:53:24.441861
import sqlalchemy as sa
from alembic import op
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'f25003750af4'
down_revision = '00bacef91f18'
@@ -17,9 +21,18 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
- batch_op.add_column(sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False))
- batch_op.add_column(sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ # PostgreSQL: Keep original syntax
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False))
+ batch_op.add_column(sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False))
+ else:
+ # MySQL: Use compatible syntax
+ with op.batch_alter_table('tool_api_providers', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('created_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False))
+ batch_op.add_column(sa.Column('updated_at', sa.DateTime(), server_default=sa.func.current_timestamp(), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/f2a6fc85e260_add_anntation_history_message_id.py b/api/migrations/versions/f2a6fc85e260_add_anntation_history_message_id.py
index dc9392a92c..02098e91c1 100644
--- a/api/migrations/versions/f2a6fc85e260_add_anntation_history_message_id.py
+++ b/api/migrations/versions/f2a6fc85e260_add_anntation_history_message_id.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'f2a6fc85e260'
down_revision = '46976cc39132'
@@ -18,9 +24,16 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('app_annotation_hit_histories', schema=None) as batch_op:
- batch_op.add_column(sa.Column('message_id', postgresql.UUID(), nullable=False))
- batch_op.create_index('app_annotation_hit_histories_message_idx', ['message_id'], unique=False)
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('app_annotation_hit_histories', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('message_id', postgresql.UUID(), nullable=False))
+ batch_op.create_index('app_annotation_hit_histories_message_idx', ['message_id'], unique=False)
+ else:
+ with op.batch_alter_table('app_annotation_hit_histories', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('message_id', models.types.StringUUID(), nullable=False))
+ batch_op.create_index('app_annotation_hit_histories_message_idx', ['message_id'], unique=False)
# ### end Alembic commands ###
diff --git a/api/migrations/versions/f9107f83abab_add_desc_for_apps.py b/api/migrations/versions/f9107f83abab_add_desc_for_apps.py
index 3e5ae0d67d..8a3f479217 100644
--- a/api/migrations/versions/f9107f83abab_add_desc_for_apps.py
+++ b/api/migrations/versions/f9107f83abab_add_desc_for_apps.py
@@ -8,6 +8,12 @@ Create Date: 2024-02-28 08:16:14.090481
import sqlalchemy as sa
from alembic import op
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'f9107f83abab'
down_revision = 'cc04d0998d4d'
@@ -17,8 +23,14 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('apps', schema=None) as batch_op:
- batch_op.add_column(sa.Column('description', sa.Text(), server_default=sa.text("''::character varying"), nullable=False))
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('apps', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('description', sa.Text(), server_default=sa.text("''::character varying"), nullable=False))
+ else:
+ with op.batch_alter_table('apps', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('description', models.types.LongText(), default=sa.text("''"), nullable=False))
# ### end Alembic commands ###
diff --git a/api/migrations/versions/fca025d3b60f_add_dataset_retrival_model.py b/api/migrations/versions/fca025d3b60f_add_dataset_retrival_model.py
index 52495be60a..4a13133c1c 100644
--- a/api/migrations/versions/fca025d3b60f_add_dataset_retrival_model.py
+++ b/api/migrations/versions/fca025d3b60f_add_dataset_retrival_model.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'fca025d3b60f'
down_revision = '8fe468ba0ca5'
@@ -18,26 +24,48 @@ depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
+ conn = op.get_bind()
+
op.drop_table('sessions')
- with op.batch_alter_table('datasets', schema=None) as batch_op:
- batch_op.add_column(sa.Column('retrieval_model', postgresql.JSONB(astext_type=sa.Text()), nullable=True))
- batch_op.create_index('retrieval_model_idx', ['retrieval_model'], unique=False, postgresql_using='gin')
+ if _is_pg(conn):
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('retrieval_model', postgresql.JSONB(astext_type=sa.Text()), nullable=True))
+ batch_op.create_index('retrieval_model_idx', ['retrieval_model'], unique=False, postgresql_using='gin')
+ else:
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.add_column(sa.Column('retrieval_model', models.types.AdjustedJSON(astext_type=sa.Text()), nullable=True))
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- with op.batch_alter_table('datasets', schema=None) as batch_op:
- batch_op.drop_index('retrieval_model_idx', postgresql_using='gin')
- batch_op.drop_column('retrieval_model')
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.drop_index('retrieval_model_idx', postgresql_using='gin')
+ batch_op.drop_column('retrieval_model')
+ else:
+ with op.batch_alter_table('datasets', schema=None) as batch_op:
+ batch_op.drop_column('retrieval_model')
- op.create_table('sessions',
- sa.Column('id', sa.INTEGER(), autoincrement=True, nullable=False),
- sa.Column('session_id', sa.VARCHAR(length=255), autoincrement=False, nullable=True),
- sa.Column('data', postgresql.BYTEA(), autoincrement=False, nullable=True),
- sa.Column('expiry', postgresql.TIMESTAMP(), autoincrement=False, nullable=True),
- sa.PrimaryKeyConstraint('id', name='sessions_pkey'),
- sa.UniqueConstraint('session_id', name='sessions_session_id_key')
- )
+ if _is_pg(conn):
+ op.create_table('sessions',
+ sa.Column('id', sa.INTEGER(), autoincrement=True, nullable=False),
+ sa.Column('session_id', sa.VARCHAR(length=255), autoincrement=False, nullable=True),
+ sa.Column('data', postgresql.BYTEA(), autoincrement=False, nullable=True),
+ sa.Column('expiry', postgresql.TIMESTAMP(), autoincrement=False, nullable=True),
+ sa.PrimaryKeyConstraint('id', name='sessions_pkey'),
+ sa.UniqueConstraint('session_id', name='sessions_session_id_key')
+ )
+ else:
+ op.create_table('sessions',
+ sa.Column('id', sa.INTEGER(), autoincrement=True, nullable=False),
+ sa.Column('session_id', sa.VARCHAR(length=255), autoincrement=False, nullable=True),
+ sa.Column('data', models.types.BinaryData(), autoincrement=False, nullable=True),
+ sa.Column('expiry', sa.TIMESTAMP(), autoincrement=False, nullable=True),
+ sa.PrimaryKeyConstraint('id', name='sessions_pkey'),
+ sa.UniqueConstraint('session_id', name='sessions_session_id_key')
+ )
# ### end Alembic commands ###
diff --git a/api/migrations/versions/fecff1c3da27_remove_extra_tracing_app_config_table.py b/api/migrations/versions/fecff1c3da27_remove_extra_tracing_app_config_table.py
index 6f76a361d9..ab84ec0d87 100644
--- a/api/migrations/versions/fecff1c3da27_remove_extra_tracing_app_config_table.py
+++ b/api/migrations/versions/fecff1c3da27_remove_extra_tracing_app_config_table.py
@@ -9,6 +9,12 @@ import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
+import models.types
+
+
+def _is_pg(conn):
+ return conn.dialect.name == "postgresql"
+
# revision identifiers, used by Alembic.
revision = 'fecff1c3da27'
down_revision = '408176b91ad3'
@@ -29,20 +35,38 @@ def upgrade():
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
- op.create_table(
- 'tracing_app_configs',
- sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
- sa.Column('app_id', postgresql.UUID(), nullable=False),
- sa.Column('tracing_provider', sa.String(length=255), nullable=True),
- sa.Column('tracing_config', postgresql.JSON(astext_type=sa.Text()), nullable=True),
- sa.Column(
- 'created_at', postgresql.TIMESTAMP(), server_default=sa.text('now()'), autoincrement=False, nullable=False
- ),
- sa.Column(
- 'updated_at', postgresql.TIMESTAMP(), server_default=sa.text('now()'), autoincrement=False, nullable=False
- ),
- sa.PrimaryKeyConstraint('id', name='tracing_app_config_pkey')
- )
+ conn = op.get_bind()
+
+ if _is_pg(conn):
+ op.create_table(
+ 'tracing_app_configs',
+ sa.Column('id', postgresql.UUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
+ sa.Column('app_id', postgresql.UUID(), nullable=False),
+ sa.Column('tracing_provider', sa.String(length=255), nullable=True),
+ sa.Column('tracing_config', postgresql.JSON(astext_type=sa.Text()), nullable=True),
+ sa.Column(
+ 'created_at', postgresql.TIMESTAMP(), server_default=sa.text('now()'), autoincrement=False, nullable=False
+ ),
+ sa.Column(
+ 'updated_at', postgresql.TIMESTAMP(), server_default=sa.text('now()'), autoincrement=False, nullable=False
+ ),
+ sa.PrimaryKeyConstraint('id', name='tracing_app_config_pkey')
+ )
+ else:
+ op.create_table(
+ 'tracing_app_configs',
+ sa.Column('id', models.types.StringUUID(), nullable=False),
+ sa.Column('app_id', models.types.StringUUID(), nullable=False),
+ sa.Column('tracing_provider', sa.String(length=255), nullable=True),
+ sa.Column('tracing_config', sa.JSON(), nullable=True),
+ sa.Column(
+ 'created_at', sa.TIMESTAMP(), server_default=sa.func.now(), autoincrement=False, nullable=False
+ ),
+ sa.Column(
+ 'updated_at', sa.TIMESTAMP(), server_default=sa.func.now(), autoincrement=False, nullable=False
+ ),
+ sa.PrimaryKeyConstraint('id', name='tracing_app_config_pkey')
+ )
with op.batch_alter_table('dataset_permissions', schema=None) as batch_op:
batch_op.drop_index('idx_dataset_permissions_tenant_id')
diff --git a/api/models/account.py b/api/models/account.py
index dc3f2094fd..420e6adc6c 100644
--- a/api/models/account.py
+++ b/api/models/account.py
@@ -3,6 +3,7 @@ import json
from dataclasses import field
from datetime import datetime
from typing import Any, Optional
+from uuid import uuid4
import sqlalchemy as sa
from flask_login import UserMixin
@@ -10,10 +11,9 @@ from sqlalchemy import DateTime, String, func, select
from sqlalchemy.orm import Mapped, Session, mapped_column
from typing_extensions import deprecated
-from models.base import TypeBase
-
+from .base import TypeBase
from .engine import db
-from .types import StringUUID
+from .types import LongText, StringUUID
class TenantAccountRole(enum.StrEnum):
@@ -88,7 +88,9 @@ class Account(UserMixin, TypeBase):
__tablename__ = "accounts"
__table_args__ = (sa.PrimaryKeyConstraint("id", name="account_pkey"), sa.Index("account_email_idx", "email"))
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
name: Mapped[str] = mapped_column(String(255))
email: Mapped[str] = mapped_column(String(255))
password: Mapped[str | None] = mapped_column(String(255), default=None)
@@ -102,9 +104,7 @@ class Account(UserMixin, TypeBase):
last_active_at: Mapped[datetime] = mapped_column(
DateTime, server_default=func.current_timestamp(), nullable=False, init=False
)
- status: Mapped[str] = mapped_column(
- String(16), server_default=sa.text("'active'::character varying"), default="active"
- )
+ status: Mapped[str] = mapped_column(String(16), server_default=sa.text("'active'"), default="active")
initialized_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True, default=None)
created_at: Mapped[datetime] = mapped_column(
DateTime, server_default=func.current_timestamp(), nullable=False, init=False
@@ -237,16 +237,14 @@ class Tenant(TypeBase):
__tablename__ = "tenants"
__table_args__ = (sa.PrimaryKeyConstraint("id", name="tenant_pkey"),)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
name: Mapped[str] = mapped_column(String(255))
- encrypt_public_key: Mapped[str | None] = mapped_column(sa.Text, default=None)
- plan: Mapped[str] = mapped_column(
- String(255), server_default=sa.text("'basic'::character varying"), default="basic"
- )
- status: Mapped[str] = mapped_column(
- String(255), server_default=sa.text("'normal'::character varying"), default="normal"
- )
- custom_config: Mapped[str | None] = mapped_column(sa.Text, default=None)
+ encrypt_public_key: Mapped[str | None] = mapped_column(LongText, default=None)
+ plan: Mapped[str] = mapped_column(String(255), server_default=sa.text("'basic'"), default="basic")
+ status: Mapped[str] = mapped_column(String(255), server_default=sa.text("'normal'"), default="normal")
+ custom_config: Mapped[str | None] = mapped_column(LongText, default=None)
created_at: Mapped[datetime] = mapped_column(
DateTime, server_default=func.current_timestamp(), nullable=False, init=False
)
@@ -281,7 +279,9 @@ class TenantAccountJoin(TypeBase):
sa.UniqueConstraint("tenant_id", "account_id", name="unique_tenant_account_join"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID)
account_id: Mapped[str] = mapped_column(StringUUID)
current: Mapped[bool] = mapped_column(sa.Boolean, server_default=sa.text("false"), default=False)
@@ -303,7 +303,9 @@ class AccountIntegrate(TypeBase):
sa.UniqueConstraint("provider", "open_id", name="unique_provider_open_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
account_id: Mapped[str] = mapped_column(StringUUID)
provider: Mapped[str] = mapped_column(String(16))
open_id: Mapped[str] = mapped_column(String(255))
@@ -327,15 +329,13 @@ class InvitationCode(TypeBase):
id: Mapped[int] = mapped_column(sa.Integer, init=False)
batch: Mapped[str] = mapped_column(String(255))
code: Mapped[str] = mapped_column(String(32))
- status: Mapped[str] = mapped_column(
- String(16), server_default=sa.text("'unused'::character varying"), default="unused"
- )
+ status: Mapped[str] = mapped_column(String(16), server_default=sa.text("'unused'"), default="unused")
used_at: Mapped[datetime | None] = mapped_column(DateTime, default=None)
used_by_tenant_id: Mapped[str | None] = mapped_column(StringUUID, default=None)
used_by_account_id: Mapped[str | None] = mapped_column(StringUUID, default=None)
deprecated_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True, default=None)
created_at: Mapped[datetime] = mapped_column(
- DateTime, server_default=sa.text("CURRENT_TIMESTAMP(0)"), nullable=False, init=False
+ DateTime, server_default=sa.func.current_timestamp(), nullable=False, init=False
)
@@ -356,7 +356,9 @@ class TenantPluginPermission(TypeBase):
sa.UniqueConstraint("tenant_id", name="unique_tenant_plugin"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
install_permission: Mapped[InstallPermission] = mapped_column(
String(16), nullable=False, server_default="everyone", default=InstallPermission.EVERYONE
@@ -383,7 +385,9 @@ class TenantPluginAutoUpgradeStrategy(TypeBase):
sa.UniqueConstraint("tenant_id", name="unique_tenant_plugin_auto_upgrade_strategy"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
strategy_setting: Mapped[StrategySetting] = mapped_column(
String(16), nullable=False, server_default="fix_only", default=StrategySetting.FIX_ONLY
@@ -391,8 +395,8 @@ class TenantPluginAutoUpgradeStrategy(TypeBase):
upgrade_mode: Mapped[UpgradeMode] = mapped_column(
String(16), nullable=False, server_default="exclude", default=UpgradeMode.EXCLUDE
)
- exclude_plugins: Mapped[list[str]] = mapped_column(sa.ARRAY(String(255)), nullable=False, default_factory=list)
- include_plugins: Mapped[list[str]] = mapped_column(sa.ARRAY(String(255)), nullable=False, default_factory=list)
+ exclude_plugins: Mapped[list[str]] = mapped_column(sa.JSON, nullable=False, default_factory=list)
+ include_plugins: Mapped[list[str]] = mapped_column(sa.JSON, nullable=False, default_factory=list)
upgrade_time_of_day: Mapped[int] = mapped_column(sa.Integer, nullable=False, default=0)
created_at: Mapped[datetime] = mapped_column(
DateTime, nullable=False, server_default=func.current_timestamp(), init=False
diff --git a/api/models/api_based_extension.py b/api/models/api_based_extension.py
index e86826fc3d..b5acab5a75 100644
--- a/api/models/api_based_extension.py
+++ b/api/models/api_based_extension.py
@@ -1,12 +1,13 @@
import enum
from datetime import datetime
+from uuid import uuid4
import sqlalchemy as sa
-from sqlalchemy import DateTime, String, Text, func
+from sqlalchemy import DateTime, String, func
from sqlalchemy.orm import Mapped, mapped_column
-from .base import Base
-from .types import StringUUID
+from .base import TypeBase
+from .types import LongText, StringUUID
class APIBasedExtensionPoint(enum.StrEnum):
@@ -16,16 +17,20 @@ class APIBasedExtensionPoint(enum.StrEnum):
APP_MODERATION_OUTPUT = "app.moderation.output"
-class APIBasedExtension(Base):
+class APIBasedExtension(TypeBase):
__tablename__ = "api_based_extensions"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="api_based_extension_pkey"),
sa.Index("api_based_extension_tenant_idx", "tenant_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
name: Mapped[str] = mapped_column(String(255), nullable=False)
api_endpoint: Mapped[str] = mapped_column(String(255), nullable=False)
- api_key = mapped_column(Text, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ api_key: Mapped[str] = mapped_column(LongText, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
diff --git a/api/models/base.py b/api/models/base.py
index 3660068035..c8a5e20f25 100644
--- a/api/models/base.py
+++ b/api/models/base.py
@@ -1,12 +1,13 @@
from datetime import datetime
-from sqlalchemy import DateTime, func, text
+from sqlalchemy import DateTime, func
from sqlalchemy.orm import DeclarativeBase, Mapped, MappedAsDataclass, mapped_column
from libs.datetime_utils import naive_utc_now
from libs.uuid_utils import uuidv7
-from models.engine import metadata
-from models.types import StringUUID
+
+from .engine import metadata
+from .types import StringUUID
class Base(DeclarativeBase):
@@ -25,12 +26,11 @@ class DefaultFieldsMixin:
id: Mapped[str] = mapped_column(
StringUUID,
primary_key=True,
- # NOTE: The default and server_default serve as fallback mechanisms.
+ # NOTE: The default serve as fallback mechanisms.
# The application can generate the `id` before saving to optimize
# the insertion process (especially for interdependent models)
# and reduce database roundtrips.
- default=uuidv7,
- server_default=text("uuidv7()"),
+ default=lambda: str(uuidv7()),
)
created_at: Mapped[datetime] = mapped_column(
diff --git a/api/models/dataset.py b/api/models/dataset.py
index 4470d11355..e072711b82 100644
--- a/api/models/dataset.py
+++ b/api/models/dataset.py
@@ -11,24 +11,24 @@ import time
from datetime import datetime
from json import JSONDecodeError
from typing import Any, cast
+from uuid import uuid4
import sqlalchemy as sa
from sqlalchemy import DateTime, String, func, select
-from sqlalchemy.dialects.postgresql import JSONB
from sqlalchemy.orm import Mapped, Session, mapped_column
from configs import dify_config
from core.rag.index_processor.constant.built_in_field import BuiltInField, MetadataDataSource
from core.rag.retrieval.retrieval_methods import RetrievalMethod
from extensions.ext_storage import storage
-from models.base import TypeBase
+from libs.uuid_utils import uuidv7
from services.entities.knowledge_entities.knowledge_entities import ParentMode, Rule
from .account import Account
-from .base import Base
+from .base import Base, TypeBase
from .engine import db
from .model import App, Tag, TagBinding, UploadFile
-from .types import StringUUID
+from .types import AdjustedJSON, BinaryData, LongText, StringUUID, adjusted_json_index
logger = logging.getLogger(__name__)
@@ -44,21 +44,21 @@ class Dataset(Base):
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="dataset_pkey"),
sa.Index("dataset_tenant_idx", "tenant_id"),
- sa.Index("retrieval_model_idx", "retrieval_model", postgresql_using="gin"),
+ adjusted_json_index("retrieval_model_idx", "retrieval_model"),
)
INDEXING_TECHNIQUE_LIST = ["high_quality", "economy", None]
PROVIDER_LIST = ["vendor", "external", None]
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
tenant_id: Mapped[str] = mapped_column(StringUUID)
name: Mapped[str] = mapped_column(String(255))
- description = mapped_column(sa.Text, nullable=True)
- provider: Mapped[str] = mapped_column(String(255), server_default=sa.text("'vendor'::character varying"))
- permission: Mapped[str] = mapped_column(String(255), server_default=sa.text("'only_me'::character varying"))
+ description = mapped_column(LongText, nullable=True)
+ provider: Mapped[str] = mapped_column(String(255), server_default=sa.text("'vendor'"))
+ permission: Mapped[str] = mapped_column(String(255), server_default=sa.text("'only_me'"))
data_source_type = mapped_column(String(255))
indexing_technique: Mapped[str | None] = mapped_column(String(255))
- index_struct = mapped_column(sa.Text, nullable=True)
+ index_struct = mapped_column(LongText, nullable=True)
created_by = mapped_column(StringUUID, nullable=False)
created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
updated_by = mapped_column(StringUUID, nullable=True)
@@ -69,10 +69,10 @@ class Dataset(Base):
embedding_model_provider = mapped_column(sa.String(255), nullable=True)
keyword_number = mapped_column(sa.Integer, nullable=True, server_default=sa.text("10"))
collection_binding_id = mapped_column(StringUUID, nullable=True)
- retrieval_model = mapped_column(JSONB, nullable=True)
+ retrieval_model = mapped_column(AdjustedJSON, nullable=True)
built_in_field_enabled = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
- icon_info = mapped_column(JSONB, nullable=True)
- runtime_mode = mapped_column(sa.String(255), nullable=True, server_default=sa.text("'general'::character varying"))
+ icon_info = mapped_column(AdjustedJSON, nullable=True)
+ runtime_mode = mapped_column(sa.String(255), nullable=True, server_default=sa.text("'general'"))
pipeline_id = mapped_column(StringUUID, nullable=True)
chunk_structure = mapped_column(sa.String(255), nullable=True)
enable_api = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"))
@@ -120,6 +120,13 @@ class Dataset(Base):
def created_by_account(self):
return db.session.get(Account, self.created_by)
+ @property
+ def author_name(self) -> str | None:
+ account = db.session.get(Account, self.created_by)
+ if account:
+ return account.name
+ return None
+
@property
def latest_process_rule(self):
return (
@@ -300,17 +307,17 @@ class Dataset(Base):
return f"{dify_config.VECTOR_INDEX_NAME_PREFIX}_{normalized_dataset_id}_Node"
-class DatasetProcessRule(Base):
+class DatasetProcessRule(Base): # bug
__tablename__ = "dataset_process_rules"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="dataset_process_rule_pkey"),
sa.Index("dataset_process_rule_dataset_id_idx", "dataset_id"),
)
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, nullable=False, default=lambda: str(uuid4()))
dataset_id = mapped_column(StringUUID, nullable=False)
- mode = mapped_column(String(255), nullable=False, server_default=sa.text("'automatic'::character varying"))
- rules = mapped_column(sa.Text, nullable=True)
+ mode = mapped_column(String(255), nullable=False, server_default=sa.text("'automatic'"))
+ rules = mapped_column(LongText, nullable=True)
created_by = mapped_column(StringUUID, nullable=False)
created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
@@ -347,16 +354,16 @@ class Document(Base):
sa.Index("document_dataset_id_idx", "dataset_id"),
sa.Index("document_is_paused_idx", "is_paused"),
sa.Index("document_tenant_idx", "tenant_id"),
- sa.Index("document_metadata_idx", "doc_metadata", postgresql_using="gin"),
+ adjusted_json_index("document_metadata_idx", "doc_metadata"),
)
# initial fields
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, nullable=False, default=lambda: str(uuid4()))
tenant_id = mapped_column(StringUUID, nullable=False)
dataset_id = mapped_column(StringUUID, nullable=False)
position: Mapped[int] = mapped_column(sa.Integer, nullable=False)
data_source_type: Mapped[str] = mapped_column(String(255), nullable=False)
- data_source_info = mapped_column(sa.Text, nullable=True)
+ data_source_info = mapped_column(LongText, nullable=True)
dataset_process_rule_id = mapped_column(StringUUID, nullable=True)
batch: Mapped[str] = mapped_column(String(255), nullable=False)
name: Mapped[str] = mapped_column(String(255), nullable=False)
@@ -369,7 +376,7 @@ class Document(Base):
processing_started_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
# parsing
- file_id = mapped_column(sa.Text, nullable=True)
+ file_id = mapped_column(LongText, nullable=True)
word_count: Mapped[int | None] = mapped_column(sa.Integer, nullable=True) # TODO: make this not nullable
parsing_completed_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
@@ -390,11 +397,11 @@ class Document(Base):
paused_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
# error
- error = mapped_column(sa.Text, nullable=True)
+ error = mapped_column(LongText, nullable=True)
stopped_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
# basic fields
- indexing_status = mapped_column(String(255), nullable=False, server_default=sa.text("'waiting'::character varying"))
+ indexing_status = mapped_column(String(255), nullable=False, server_default=sa.text("'waiting'"))
enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"))
disabled_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
disabled_by = mapped_column(StringUUID, nullable=True)
@@ -406,8 +413,8 @@ class Document(Base):
DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
)
doc_type = mapped_column(String(40), nullable=True)
- doc_metadata = mapped_column(JSONB, nullable=True)
- doc_form = mapped_column(String(255), nullable=False, server_default=sa.text("'text_model'::character varying"))
+ doc_metadata = mapped_column(AdjustedJSON, nullable=True)
+ doc_form = mapped_column(String(255), nullable=False, server_default=sa.text("'text_model'"))
doc_language = mapped_column(String(255), nullable=True)
DATA_SOURCES = ["upload_file", "notion_import", "website_crawl"]
@@ -697,13 +704,13 @@ class DocumentSegment(Base):
)
# initial fields
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, nullable=False, default=lambda: str(uuid4()))
tenant_id = mapped_column(StringUUID, nullable=False)
dataset_id = mapped_column(StringUUID, nullable=False)
document_id = mapped_column(StringUUID, nullable=False)
position: Mapped[int]
- content = mapped_column(sa.Text, nullable=False)
- answer = mapped_column(sa.Text, nullable=True)
+ content = mapped_column(LongText, nullable=False)
+ answer = mapped_column(LongText, nullable=True)
word_count: Mapped[int]
tokens: Mapped[int]
@@ -717,7 +724,7 @@ class DocumentSegment(Base):
enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"))
disabled_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
disabled_by = mapped_column(StringUUID, nullable=True)
- status: Mapped[str] = mapped_column(String(255), server_default=sa.text("'waiting'::character varying"))
+ status: Mapped[str] = mapped_column(String(255), server_default=sa.text("'waiting'"))
created_by = mapped_column(StringUUID, nullable=False)
created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
updated_by = mapped_column(StringUUID, nullable=True)
@@ -726,7 +733,7 @@ class DocumentSegment(Base):
)
indexing_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
completed_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
- error = mapped_column(sa.Text, nullable=True)
+ error = mapped_column(LongText, nullable=True)
stopped_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
@property
@@ -870,29 +877,27 @@ class ChildChunk(Base):
)
# initial fields
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, nullable=False, default=lambda: str(uuid4()))
tenant_id = mapped_column(StringUUID, nullable=False)
dataset_id = mapped_column(StringUUID, nullable=False)
document_id = mapped_column(StringUUID, nullable=False)
segment_id = mapped_column(StringUUID, nullable=False)
position: Mapped[int] = mapped_column(sa.Integer, nullable=False)
- content = mapped_column(sa.Text, nullable=False)
+ content = mapped_column(LongText, nullable=False)
word_count: Mapped[int] = mapped_column(sa.Integer, nullable=False)
# indexing fields
index_node_id = mapped_column(String(255), nullable=True)
index_node_hash = mapped_column(String(255), nullable=True)
- type = mapped_column(String(255), nullable=False, server_default=sa.text("'automatic'::character varying"))
+ type = mapped_column(String(255), nullable=False, server_default=sa.text("'automatic'"))
created_by = mapped_column(StringUUID, nullable=False)
- created_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)")
- )
+ created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=sa.func.current_timestamp())
updated_by = mapped_column(StringUUID, nullable=True)
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)"), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=sa.func.current_timestamp(), onupdate=func.current_timestamp()
)
indexing_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
completed_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
- error = mapped_column(sa.Text, nullable=True)
+ error = mapped_column(LongText, nullable=True)
@property
def dataset(self):
@@ -915,7 +920,12 @@ class AppDatasetJoin(TypeBase):
)
id: Mapped[str] = mapped_column(
- StringUUID, primary_key=True, nullable=False, server_default=sa.text("uuid_generate_v4()"), init=False
+ StringUUID,
+ primary_key=True,
+ nullable=False,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ init=False,
)
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
@@ -928,21 +938,30 @@ class AppDatasetJoin(TypeBase):
return db.session.get(App, self.app_id)
-class DatasetQuery(Base):
+class DatasetQuery(TypeBase):
__tablename__ = "dataset_queries"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="dataset_query_pkey"),
sa.Index("dataset_query_dataset_id_idx", "dataset_id"),
)
- id = mapped_column(StringUUID, primary_key=True, nullable=False, server_default=sa.text("uuid_generate_v4()"))
- dataset_id = mapped_column(StringUUID, nullable=False)
- content = mapped_column(sa.Text, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID,
+ primary_key=True,
+ nullable=False,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ init=False,
+ )
+ dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ content: Mapped[str] = mapped_column(LongText, nullable=False)
source: Mapped[str] = mapped_column(String(255), nullable=False)
- source_app_id = mapped_column(StringUUID, nullable=True)
- created_by_role = mapped_column(String, nullable=False)
- created_by = mapped_column(StringUUID, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=sa.func.current_timestamp())
+ source_app_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
+ created_by_role: Mapped[str] = mapped_column(String(255), nullable=False)
+ created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=sa.func.current_timestamp(), init=False
+ )
class DatasetKeywordTable(TypeBase):
@@ -953,12 +972,16 @@ class DatasetKeywordTable(TypeBase):
)
id: Mapped[str] = mapped_column(
- StringUUID, primary_key=True, server_default=sa.text("uuid_generate_v4()"), init=False
+ StringUUID,
+ primary_key=True,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ init=False,
)
dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False, unique=True)
- keyword_table: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ keyword_table: Mapped[str] = mapped_column(LongText, nullable=False)
data_source_type: Mapped[str] = mapped_column(
- String(255), nullable=False, server_default=sa.text("'database'::character varying"), default="database"
+ String(255), nullable=False, server_default=sa.text("'database'"), default="database"
)
@property
@@ -997,7 +1020,7 @@ class DatasetKeywordTable(TypeBase):
return None
-class Embedding(Base):
+class Embedding(TypeBase):
__tablename__ = "embeddings"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="embedding_pkey"),
@@ -1005,14 +1028,22 @@ class Embedding(Base):
sa.Index("created_at_idx", "created_at"),
)
- id = mapped_column(StringUUID, primary_key=True, server_default=sa.text("uuid_generate_v4()"))
- model_name = mapped_column(
- String(255), nullable=False, server_default=sa.text("'text-embedding-ada-002'::character varying")
+ id: Mapped[str] = mapped_column(
+ StringUUID,
+ primary_key=True,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ init=False,
)
- hash = mapped_column(String(64), nullable=False)
- embedding = mapped_column(sa.LargeBinary, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
- provider_name = mapped_column(String(255), nullable=False, server_default=sa.text("''::character varying"))
+ model_name: Mapped[str] = mapped_column(
+ String(255), nullable=False, server_default=sa.text("'text-embedding-ada-002'")
+ )
+ hash: Mapped[str] = mapped_column(String(64), nullable=False)
+ embedding: Mapped[bytes] = mapped_column(BinaryData, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ provider_name: Mapped[str] = mapped_column(String(255), nullable=False, server_default=sa.text("''"))
def set_embedding(self, embedding_data: list[float]):
self.embedding = pickle.dumps(embedding_data, protocol=pickle.HIGHEST_PROTOCOL)
@@ -1021,19 +1052,27 @@ class Embedding(Base):
return cast(list[float], pickle.loads(self.embedding)) # noqa: S301
-class DatasetCollectionBinding(Base):
+class DatasetCollectionBinding(TypeBase):
__tablename__ = "dataset_collection_bindings"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="dataset_collection_bindings_pkey"),
sa.Index("provider_model_name_idx", "provider_name", "model_name"),
)
- id = mapped_column(StringUUID, primary_key=True, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID,
+ primary_key=True,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ init=False,
+ )
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_name: Mapped[str] = mapped_column(String(255), nullable=False)
- type = mapped_column(String(40), server_default=sa.text("'dataset'::character varying"), nullable=False)
- collection_name = mapped_column(String(64), nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ type: Mapped[str] = mapped_column(String(40), server_default=sa.text("'dataset'"), nullable=False)
+ collection_name: Mapped[str] = mapped_column(String(64), nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
class TidbAuthBinding(Base):
@@ -1045,12 +1084,12 @@ class TidbAuthBinding(Base):
sa.Index("tidb_auth_bindings_created_at_idx", "created_at"),
sa.Index("tidb_auth_bindings_status_idx", "status"),
)
- id = mapped_column(StringUUID, primary_key=True, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=True)
+ id: Mapped[str] = mapped_column(StringUUID, primary_key=True, default=lambda: str(uuid4()))
+ tenant_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
cluster_id: Mapped[str] = mapped_column(String(255), nullable=False)
cluster_name: Mapped[str] = mapped_column(String(255), nullable=False)
active: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
- status = mapped_column(String(255), nullable=False, server_default=sa.text("'CREATING'::character varying"))
+ status: Mapped[str] = mapped_column(sa.String(255), nullable=False, server_default=sa.text("'CREATING'"))
account: Mapped[str] = mapped_column(String(255), nullable=False)
password: Mapped[str] = mapped_column(String(255), nullable=False)
created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
@@ -1063,7 +1102,11 @@ class Whitelist(TypeBase):
sa.Index("whitelists_tenant_idx", "tenant_id"),
)
id: Mapped[str] = mapped_column(
- StringUUID, primary_key=True, server_default=sa.text("uuid_generate_v4()"), init=False
+ StringUUID,
+ primary_key=True,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ init=False,
)
tenant_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
category: Mapped[str] = mapped_column(String(255), nullable=False)
@@ -1082,7 +1125,11 @@ class DatasetPermission(TypeBase):
)
id: Mapped[str] = mapped_column(
- StringUUID, server_default=sa.text("uuid_generate_v4()"), primary_key=True, init=False
+ StringUUID,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ primary_key=True,
+ init=False,
)
dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
account_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
@@ -1104,12 +1151,16 @@ class ExternalKnowledgeApis(TypeBase):
)
id: Mapped[str] = mapped_column(
- StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"), init=False
+ StringUUID,
+ nullable=False,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ init=False,
)
name: Mapped[str] = mapped_column(String(255), nullable=False)
description: Mapped[str] = mapped_column(String(255), nullable=False)
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
- settings: Mapped[str | None] = mapped_column(sa.Text, nullable=True)
+ settings: Mapped[str | None] = mapped_column(LongText, nullable=True)
created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
created_at: Mapped[datetime] = mapped_column(
DateTime, nullable=False, server_default=func.current_timestamp(), init=False
@@ -1152,7 +1203,7 @@ class ExternalKnowledgeApis(TypeBase):
return dataset_bindings
-class ExternalKnowledgeBindings(Base):
+class ExternalKnowledgeBindings(TypeBase):
__tablename__ = "external_knowledge_bindings"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="external_knowledge_bindings_pkey"),
@@ -1162,20 +1213,28 @@ class ExternalKnowledgeBindings(Base):
sa.Index("external_knowledge_bindings_external_knowledge_api_idx", "external_knowledge_api_id"),
)
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- external_knowledge_api_id = mapped_column(StringUUID, nullable=False)
- dataset_id = mapped_column(StringUUID, nullable=False)
- external_knowledge_id = mapped_column(sa.Text, nullable=False)
- created_by = mapped_column(StringUUID, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
- updated_by = mapped_column(StringUUID, nullable=True)
+ id: Mapped[str] = mapped_column(
+ StringUUID,
+ nullable=False,
+ insert_default=lambda: str(uuid4()),
+ default_factory=lambda: str(uuid4()),
+ init=False,
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ external_knowledge_api_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ external_knowledge_id: Mapped[str] = mapped_column(String(512), nullable=False)
+ created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_by: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None, init=False)
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
-class DatasetAutoDisableLog(Base):
+class DatasetAutoDisableLog(TypeBase):
__tablename__ = "dataset_auto_disable_logs"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="dataset_auto_disable_log_pkey"),
@@ -1184,13 +1243,15 @@ class DatasetAutoDisableLog(Base):
sa.Index("dataset_auto_disable_log_created_atx", "created_at"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- dataset_id = mapped_column(StringUUID, nullable=False)
- document_id = mapped_column(StringUUID, nullable=False)
- notified: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ document_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ notified: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"), default=False)
created_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)")
+ DateTime, nullable=False, server_default=sa.func.current_timestamp(), init=False
)
@@ -1202,16 +1263,18 @@ class RateLimitLog(TypeBase):
sa.Index("rate_limit_log_operation_idx", "operation"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
subscription_plan: Mapped[str] = mapped_column(String(255), nullable=False)
operation: Mapped[str] = mapped_column(String(255), nullable=False)
created_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)"), init=False
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
)
-class DatasetMetadata(Base):
+class DatasetMetadata(TypeBase):
__tablename__ = "dataset_metadatas"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="dataset_metadata_pkey"),
@@ -1219,22 +1282,28 @@ class DatasetMetadata(Base):
sa.Index("dataset_metadata_dataset_idx", "dataset_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- dataset_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
type: Mapped[str] = mapped_column(String(255), nullable=False)
name: Mapped[str] = mapped_column(String(255), nullable=False)
created_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)")
+ DateTime, nullable=False, server_default=sa.func.current_timestamp(), init=False
)
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)"), onupdate=func.current_timestamp()
+ DateTime,
+ nullable=False,
+ server_default=sa.func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
- created_by = mapped_column(StringUUID, nullable=False)
- updated_by = mapped_column(StringUUID, nullable=True)
+ created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ updated_by: Mapped[str] = mapped_column(StringUUID, nullable=True, default=None)
-class DatasetMetadataBinding(Base):
+class DatasetMetadataBinding(TypeBase):
__tablename__ = "dataset_metadata_bindings"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="dataset_metadata_binding_pkey"),
@@ -1244,58 +1313,78 @@ class DatasetMetadataBinding(Base):
sa.Index("dataset_metadata_binding_document_idx", "document_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- dataset_id = mapped_column(StringUUID, nullable=False)
- metadata_id = mapped_column(StringUUID, nullable=False)
- document_id = mapped_column(StringUUID, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
- created_by = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ metadata_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ document_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
-class PipelineBuiltInTemplate(Base): # type: ignore[name-defined]
+class PipelineBuiltInTemplate(TypeBase):
__tablename__ = "pipeline_built_in_templates"
__table_args__ = (sa.PrimaryKeyConstraint("id", name="pipeline_built_in_template_pkey"),)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
- name = mapped_column(sa.String(255), nullable=False)
- description = mapped_column(sa.Text, nullable=False)
- chunk_structure = mapped_column(sa.String(255), nullable=False)
- icon = mapped_column(sa.JSON, nullable=False)
- yaml_content = mapped_column(sa.Text, nullable=False)
- copyright = mapped_column(sa.String(255), nullable=False)
- privacy_policy = mapped_column(sa.String(255), nullable=False)
- position = mapped_column(sa.Integer, nullable=False)
- install_count = mapped_column(sa.Integer, nullable=False, default=0)
- language = mapped_column(sa.String(255), nullable=False)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
- updated_at = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
+ name: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ description: Mapped[str] = mapped_column(LongText, nullable=False)
+ chunk_structure: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ icon: Mapped[dict] = mapped_column(sa.JSON, nullable=False)
+ yaml_content: Mapped[str] = mapped_column(LongText, nullable=False)
+ copyright: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ privacy_policy: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ position: Mapped[int] = mapped_column(sa.Integer, nullable=False)
+ install_count: Mapped[int] = mapped_column(sa.Integer, nullable=False)
+ language: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
-class PipelineCustomizedTemplate(Base): # type: ignore[name-defined]
+class PipelineCustomizedTemplate(TypeBase):
__tablename__ = "pipeline_customized_templates"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="pipeline_customized_template_pkey"),
sa.Index("pipeline_customized_template_tenant_idx", "tenant_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- name = mapped_column(sa.String(255), nullable=False)
- description = mapped_column(sa.Text, nullable=False)
- chunk_structure = mapped_column(sa.String(255), nullable=False)
- icon = mapped_column(sa.JSON, nullable=False)
- position = mapped_column(sa.Integer, nullable=False)
- yaml_content = mapped_column(sa.Text, nullable=False)
- install_count = mapped_column(sa.Integer, nullable=False, default=0)
- language = mapped_column(sa.String(255), nullable=False)
- created_by = mapped_column(StringUUID, nullable=False)
- updated_by = mapped_column(StringUUID, nullable=True)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
- updated_at = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ name: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ description: Mapped[str] = mapped_column(LongText, nullable=False)
+ chunk_structure: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ icon: Mapped[dict] = mapped_column(sa.JSON, nullable=False)
+ position: Mapped[int] = mapped_column(sa.Integer, nullable=False)
+ yaml_content: Mapped[str] = mapped_column(LongText, nullable=False)
+ install_count: Mapped[int] = mapped_column(sa.Integer, nullable=False)
+ language: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ updated_by: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None, init=False)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
@property
@@ -1306,56 +1395,78 @@ class PipelineCustomizedTemplate(Base): # type: ignore[name-defined]
return ""
-class Pipeline(Base): # type: ignore[name-defined]
+class Pipeline(TypeBase):
__tablename__ = "pipelines"
__table_args__ = (sa.PrimaryKeyConstraint("id", name="pipeline_pkey"),)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
- name = mapped_column(sa.String(255), nullable=False)
- description = mapped_column(sa.Text, nullable=False, server_default=sa.text("''::character varying"))
- workflow_id = mapped_column(StringUUID, nullable=True)
- is_public = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
- is_published = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
- created_by = mapped_column(StringUUID, nullable=True)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
- updated_by = mapped_column(StringUUID, nullable=True)
- updated_at = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ name: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ description: Mapped[str] = mapped_column(LongText, nullable=False, default=sa.text("''"))
+ workflow_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
+ is_public: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"), default=False)
+ is_published: Mapped[bool] = mapped_column(
+ sa.Boolean, nullable=False, server_default=sa.text("false"), default=False
+ )
+ created_by: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_by: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
def retrieve_dataset(self, session: Session):
return session.query(Dataset).where(Dataset.pipeline_id == self.id).first()
-class DocumentPipelineExecutionLog(Base):
+class DocumentPipelineExecutionLog(TypeBase):
__tablename__ = "document_pipeline_execution_logs"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="document_pipeline_execution_log_pkey"),
sa.Index("document_pipeline_execution_logs_document_id_idx", "document_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
- pipeline_id = mapped_column(StringUUID, nullable=False)
- document_id = mapped_column(StringUUID, nullable=False)
- datasource_type = mapped_column(sa.String(255), nullable=False)
- datasource_info = mapped_column(sa.Text, nullable=False)
- datasource_node_id = mapped_column(sa.String(255), nullable=False)
- input_data = mapped_column(sa.JSON, nullable=False)
- created_by = mapped_column(StringUUID, nullable=True)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
+ pipeline_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ document_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ datasource_type: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ datasource_info: Mapped[str] = mapped_column(LongText, nullable=False)
+ datasource_node_id: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ input_data: Mapped[dict] = mapped_column(sa.JSON, nullable=False)
+ created_by: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
-class PipelineRecommendedPlugin(Base):
+class PipelineRecommendedPlugin(TypeBase):
__tablename__ = "pipeline_recommended_plugins"
__table_args__ = (sa.PrimaryKeyConstraint("id", name="pipeline_recommended_plugin_pkey"),)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
- plugin_id = mapped_column(sa.Text, nullable=False)
- provider_name = mapped_column(sa.Text, nullable=False)
- position = mapped_column(sa.Integer, nullable=False, default=0)
- active = mapped_column(sa.Boolean, nullable=False, default=True)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
- updated_at = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
+ plugin_id: Mapped[str] = mapped_column(LongText, nullable=False)
+ provider_name: Mapped[str] = mapped_column(LongText, nullable=False)
+ position: Mapped[int] = mapped_column(sa.Integer, nullable=False, default=0)
+ active: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, default=True)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
diff --git a/api/models/enums.py b/api/models/enums.py
index d06d0d5ebc..8cd3d4cf2a 100644
--- a/api/models/enums.py
+++ b/api/models/enums.py
@@ -64,6 +64,7 @@ class AppTriggerStatus(StrEnum):
ENABLED = "enabled"
DISABLED = "disabled"
UNAUTHORIZED = "unauthorized"
+ RATE_LIMITED = "rate_limited"
class AppTriggerType(StrEnum):
diff --git a/api/models/model.py b/api/models/model.py
index b52ce301b8..28fb2f6a99 100644
--- a/api/models/model.py
+++ b/api/models/model.py
@@ -6,6 +6,7 @@ from datetime import datetime
from decimal import Decimal
from enum import StrEnum, auto
from typing import TYPE_CHECKING, Any, Literal, Optional, cast
+from uuid import uuid4
import sqlalchemy as sa
from flask import request
@@ -15,29 +16,32 @@ from sqlalchemy.orm import Mapped, Session, mapped_column
from configs import dify_config
from constants import DEFAULT_FILE_NUMBER_LIMITS
-from core.file import FILE_MODEL_IDENTITY, File, FileTransferMethod, FileType
+from core.file import FILE_MODEL_IDENTITY, File, FileTransferMethod
from core.file import helpers as file_helpers
from core.tools.signature import sign_tool_file
from core.workflow.enums import WorkflowExecutionStatus
from libs.helper import generate_string # type: ignore[import-not-found]
+from libs.uuid_utils import uuidv7
from .account import Account, Tenant
-from .base import Base
+from .base import Base, TypeBase
from .engine import db
from .enums import CreatorUserRole
from .provider_ids import GenericProviderID
-from .types import StringUUID
+from .types import LongText, StringUUID
if TYPE_CHECKING:
- from models.workflow import Workflow
+ from .workflow import Workflow
-class DifySetup(Base):
+class DifySetup(TypeBase):
__tablename__ = "dify_setups"
__table_args__ = (sa.PrimaryKeyConstraint("version", name="dify_setup_pkey"),)
version: Mapped[str] = mapped_column(String(255), nullable=False)
- setup_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ setup_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
class AppMode(StrEnum):
@@ -72,17 +76,17 @@ class App(Base):
__tablename__ = "apps"
__table_args__ = (sa.PrimaryKeyConstraint("id", name="app_pkey"), sa.Index("app_tenant_id_idx", "tenant_id"))
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
tenant_id: Mapped[str] = mapped_column(StringUUID)
name: Mapped[str] = mapped_column(String(255))
- description: Mapped[str] = mapped_column(sa.Text, server_default=sa.text("''::character varying"))
+ description: Mapped[str] = mapped_column(LongText, default=sa.text("''"))
mode: Mapped[str] = mapped_column(String(255))
icon_type: Mapped[str | None] = mapped_column(String(255)) # image, emoji
icon = mapped_column(String(255))
icon_background: Mapped[str | None] = mapped_column(String(255))
app_model_config_id = mapped_column(StringUUID, nullable=True)
workflow_id = mapped_column(StringUUID, nullable=True)
- status: Mapped[str] = mapped_column(String(255), server_default=sa.text("'normal'::character varying"))
+ status: Mapped[str] = mapped_column(String(255), server_default=sa.text("'normal'"))
enable_site: Mapped[bool] = mapped_column(sa.Boolean)
enable_api: Mapped[bool] = mapped_column(sa.Boolean)
api_rpm: Mapped[int] = mapped_column(sa.Integer, server_default=sa.text("0"))
@@ -90,7 +94,7 @@ class App(Base):
is_demo: Mapped[bool] = mapped_column(sa.Boolean, server_default=sa.text("false"))
is_public: Mapped[bool] = mapped_column(sa.Boolean, server_default=sa.text("false"))
is_universal: Mapped[bool] = mapped_column(sa.Boolean, server_default=sa.text("false"))
- tracing = mapped_column(sa.Text, nullable=True)
+ tracing = mapped_column(LongText, nullable=True)
max_active_requests: Mapped[int | None]
created_by = mapped_column(StringUUID, nullable=True)
created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
@@ -308,7 +312,7 @@ class AppModelConfig(Base):
__tablename__ = "app_model_configs"
__table_args__ = (sa.PrimaryKeyConstraint("id", name="app_model_config_pkey"), sa.Index("app_app_id_idx", "app_id"))
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, default=lambda: str(uuid4()))
app_id = mapped_column(StringUUID, nullable=False)
provider = mapped_column(String(255), nullable=True)
model_id = mapped_column(String(255), nullable=True)
@@ -319,25 +323,25 @@ class AppModelConfig(Base):
updated_at = mapped_column(
sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
)
- opening_statement = mapped_column(sa.Text)
- suggested_questions = mapped_column(sa.Text)
- suggested_questions_after_answer = mapped_column(sa.Text)
- speech_to_text = mapped_column(sa.Text)
- text_to_speech = mapped_column(sa.Text)
- more_like_this = mapped_column(sa.Text)
- model = mapped_column(sa.Text)
- user_input_form = mapped_column(sa.Text)
+ opening_statement = mapped_column(LongText)
+ suggested_questions = mapped_column(LongText)
+ suggested_questions_after_answer = mapped_column(LongText)
+ speech_to_text = mapped_column(LongText)
+ text_to_speech = mapped_column(LongText)
+ more_like_this = mapped_column(LongText)
+ model = mapped_column(LongText)
+ user_input_form = mapped_column(LongText)
dataset_query_variable = mapped_column(String(255))
- pre_prompt = mapped_column(sa.Text)
- agent_mode = mapped_column(sa.Text)
- sensitive_word_avoidance = mapped_column(sa.Text)
- retriever_resource = mapped_column(sa.Text)
- prompt_type = mapped_column(String(255), nullable=False, server_default=sa.text("'simple'::character varying"))
- chat_prompt_config = mapped_column(sa.Text)
- completion_prompt_config = mapped_column(sa.Text)
- dataset_configs = mapped_column(sa.Text)
- external_data_tools = mapped_column(sa.Text)
- file_upload = mapped_column(sa.Text)
+ pre_prompt = mapped_column(LongText)
+ agent_mode = mapped_column(LongText)
+ sensitive_word_avoidance = mapped_column(LongText)
+ retriever_resource = mapped_column(LongText)
+ prompt_type = mapped_column(String(255), nullable=False, server_default=sa.text("'simple'"))
+ chat_prompt_config = mapped_column(LongText)
+ completion_prompt_config = mapped_column(LongText)
+ dataset_configs = mapped_column(LongText)
+ external_data_tools = mapped_column(LongText)
+ file_upload = mapped_column(LongText)
@property
def app(self) -> App | None:
@@ -529,7 +533,7 @@ class AppModelConfig(Base):
return self
-class RecommendedApp(Base):
+class RecommendedApp(Base): # bug
__tablename__ = "recommended_apps"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="recommended_app_pkey"),
@@ -537,17 +541,17 @@ class RecommendedApp(Base):
sa.Index("recommended_app_is_listed_idx", "is_listed", "language"),
)
- id = mapped_column(StringUUID, primary_key=True, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, primary_key=True, default=lambda: str(uuid4()))
app_id = mapped_column(StringUUID, nullable=False)
description = mapped_column(sa.JSON, nullable=False)
copyright: Mapped[str] = mapped_column(String(255), nullable=False)
privacy_policy: Mapped[str] = mapped_column(String(255), nullable=False)
- custom_disclaimer: Mapped[str] = mapped_column(sa.TEXT, default="")
+ custom_disclaimer: Mapped[str] = mapped_column(LongText, default="")
category: Mapped[str] = mapped_column(String(255), nullable=False)
position: Mapped[int] = mapped_column(sa.Integer, nullable=False, default=0)
is_listed: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, default=True)
install_count: Mapped[int] = mapped_column(sa.Integer, nullable=False, default=0)
- language = mapped_column(String(255), nullable=False, server_default=sa.text("'en-US'::character varying"))
+ language = mapped_column(String(255), nullable=False, server_default=sa.text("'en-US'"))
created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
updated_at = mapped_column(
sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
@@ -559,7 +563,7 @@ class RecommendedApp(Base):
return app
-class InstalledApp(Base):
+class InstalledApp(TypeBase):
__tablename__ = "installed_apps"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="installed_app_pkey"),
@@ -568,14 +572,18 @@ class InstalledApp(Base):
sa.UniqueConstraint("tenant_id", "app_id", name="unique_tenant_app"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- app_id = mapped_column(StringUUID, nullable=False)
- app_owner_tenant_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ app_owner_tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
position: Mapped[int] = mapped_column(sa.Integer, nullable=False, default=0)
- is_pinned: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
- last_used_at = mapped_column(sa.DateTime, nullable=True)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ is_pinned: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"), default=False)
+ last_used_at: Mapped[datetime | None] = mapped_column(sa.DateTime, nullable=True, default=None)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
@property
def app(self) -> App | None:
@@ -588,7 +596,7 @@ class InstalledApp(Base):
return tenant
-class OAuthProviderApp(Base):
+class OAuthProviderApp(TypeBase):
"""
Globally shared OAuth provider app information.
Only for Dify Cloud.
@@ -600,18 +608,23 @@ class OAuthProviderApp(Base):
sa.Index("oauth_provider_app_client_id_idx", "client_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
- app_icon = mapped_column(String(255), nullable=False)
- app_label = mapped_column(sa.JSON, nullable=False, server_default="{}")
- client_id = mapped_column(String(255), nullable=False)
- client_secret = mapped_column(String(255), nullable=False)
- redirect_uris = mapped_column(sa.JSON, nullable=False, server_default="[]")
- scope = mapped_column(
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
+ app_icon: Mapped[str] = mapped_column(String(255), nullable=False)
+ client_id: Mapped[str] = mapped_column(String(255), nullable=False)
+ client_secret: Mapped[str] = mapped_column(String(255), nullable=False)
+ app_label: Mapped[dict] = mapped_column(sa.JSON, nullable=False, default_factory=dict)
+ redirect_uris: Mapped[list] = mapped_column(sa.JSON, nullable=False, default_factory=list)
+ scope: Mapped[str] = mapped_column(
String(255),
nullable=False,
server_default=sa.text("'read:name read:email read:avatar read:interface_language read:timezone'"),
+ default="read:name read:email read:avatar read:interface_language read:timezone",
+ )
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)"))
class Conversation(Base):
@@ -621,18 +634,18 @@ class Conversation(Base):
sa.Index("conversation_app_from_user_idx", "app_id", "from_source", "from_end_user_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
app_id = mapped_column(StringUUID, nullable=False)
app_model_config_id = mapped_column(StringUUID, nullable=True)
model_provider = mapped_column(String(255), nullable=True)
- override_model_configs = mapped_column(sa.Text)
+ override_model_configs = mapped_column(LongText)
model_id = mapped_column(String(255), nullable=True)
mode: Mapped[str] = mapped_column(String(255))
name: Mapped[str] = mapped_column(String(255), nullable=False)
- summary = mapped_column(sa.Text)
+ summary = mapped_column(LongText)
_inputs: Mapped[dict[str, Any]] = mapped_column("inputs", sa.JSON)
- introduction = mapped_column(sa.Text)
- system_instruction = mapped_column(sa.Text)
+ introduction = mapped_column(LongText)
+ system_instruction = mapped_column(LongText)
system_instruction_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0"))
status: Mapped[str] = mapped_column(String(255), nullable=False)
@@ -922,21 +935,21 @@ class Message(Base):
Index("message_app_mode_idx", "app_mode"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
model_provider: Mapped[str | None] = mapped_column(String(255), nullable=True)
model_id: Mapped[str | None] = mapped_column(String(255), nullable=True)
- override_model_configs: Mapped[str | None] = mapped_column(sa.Text)
+ override_model_configs: Mapped[str | None] = mapped_column(LongText)
conversation_id: Mapped[str] = mapped_column(StringUUID, sa.ForeignKey("conversations.id"), nullable=False)
_inputs: Mapped[dict[str, Any]] = mapped_column("inputs", sa.JSON)
- query: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ query: Mapped[str] = mapped_column(LongText, nullable=False)
message: Mapped[dict[str, Any]] = mapped_column(sa.JSON, nullable=False)
message_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0"))
message_unit_price: Mapped[Decimal] = mapped_column(sa.Numeric(10, 4), nullable=False)
message_price_unit: Mapped[Decimal] = mapped_column(
sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001")
)
- answer: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ answer: Mapped[str] = mapped_column(LongText, nullable=False)
answer_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0"))
answer_unit_price: Mapped[Decimal] = mapped_column(sa.Numeric(10, 4), nullable=False)
answer_price_unit: Mapped[Decimal] = mapped_column(
@@ -946,11 +959,9 @@ class Message(Base):
provider_response_latency: Mapped[float] = mapped_column(sa.Float, nullable=False, server_default=sa.text("0"))
total_price: Mapped[Decimal | None] = mapped_column(sa.Numeric(10, 7))
currency: Mapped[str] = mapped_column(String(255), nullable=False)
- status: Mapped[str] = mapped_column(
- String(255), nullable=False, server_default=sa.text("'normal'::character varying")
- )
- error: Mapped[str | None] = mapped_column(sa.Text)
- message_metadata: Mapped[str | None] = mapped_column(sa.Text)
+ status: Mapped[str] = mapped_column(String(255), nullable=False, server_default=sa.text("'normal'"))
+ error: Mapped[str | None] = mapped_column(LongText)
+ message_metadata: Mapped[str | None] = mapped_column(LongText)
invoke_from: Mapped[str | None] = mapped_column(String(255), nullable=True)
from_source: Mapped[str] = mapped_column(String(255), nullable=False)
from_end_user_id: Mapped[str | None] = mapped_column(StringUUID)
@@ -1244,9 +1255,13 @@ class Message(Base):
"id": self.id,
"app_id": self.app_id,
"conversation_id": self.conversation_id,
+ "model_provider": self.model_provider,
"model_id": self.model_id,
"inputs": self.inputs,
"query": self.query,
+ "message_tokens": self.message_tokens,
+ "answer_tokens": self.answer_tokens,
+ "provider_response_latency": self.provider_response_latency,
"total_price": self.total_price,
"message": self.message,
"answer": self.answer,
@@ -1268,8 +1283,12 @@ class Message(Base):
id=data["id"],
app_id=data["app_id"],
conversation_id=data["conversation_id"],
+ model_provider=data.get("model_provider"),
model_id=data["model_id"],
inputs=data["inputs"],
+ message_tokens=data.get("message_tokens", 0),
+ answer_tokens=data.get("answer_tokens", 0),
+ provider_response_latency=data.get("provider_response_latency", 0.0),
total_price=data["total_price"],
query=data["query"],
message=data["message"],
@@ -1287,7 +1306,7 @@ class Message(Base):
)
-class MessageFeedback(Base):
+class MessageFeedback(TypeBase):
__tablename__ = "message_feedbacks"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="message_feedback_pkey"),
@@ -1296,18 +1315,26 @@ class MessageFeedback(Base):
sa.Index("message_feedback_conversation_idx", "conversation_id", "from_source", "rating"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
conversation_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
message_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
rating: Mapped[str] = mapped_column(String(255), nullable=False)
- content: Mapped[str | None] = mapped_column(sa.Text)
from_source: Mapped[str] = mapped_column(String(255), nullable=False)
- from_end_user_id: Mapped[str | None] = mapped_column(StringUUID)
- from_account_id: Mapped[str | None] = mapped_column(StringUUID)
- created_at: Mapped[datetime] = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ content: Mapped[str | None] = mapped_column(LongText, nullable=True, default=None)
+ from_end_user_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
+ from_account_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
@property
@@ -1331,7 +1358,7 @@ class MessageFeedback(Base):
}
-class MessageFile(Base):
+class MessageFile(TypeBase):
__tablename__ = "message_files"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="message_file_pkey"),
@@ -1339,37 +1366,20 @@ class MessageFile(Base):
sa.Index("message_file_created_by_idx", "created_by"),
)
- def __init__(
- self,
- *,
- message_id: str,
- type: FileType,
- transfer_method: FileTransferMethod,
- url: str | None = None,
- belongs_to: Literal["user", "assistant"] | None = None,
- upload_file_id: str | None = None,
- created_by_role: CreatorUserRole,
- created_by: str,
- ):
- self.message_id = message_id
- self.type = type
- self.transfer_method = transfer_method
- self.url = url
- self.belongs_to = belongs_to
- self.upload_file_id = upload_file_id
- self.created_by_role = created_by_role.value
- self.created_by = created_by
-
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
message_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
type: Mapped[str] = mapped_column(String(255), nullable=False)
- transfer_method: Mapped[str] = mapped_column(String(255), nullable=False)
- url: Mapped[str | None] = mapped_column(sa.Text, nullable=True)
- belongs_to: Mapped[str | None] = mapped_column(String(255), nullable=True)
- upload_file_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
- created_by_role: Mapped[str] = mapped_column(String(255), nullable=False)
+ transfer_method: Mapped[FileTransferMethod] = mapped_column(String(255), nullable=False)
+ created_by_role: Mapped[CreatorUserRole] = mapped_column(String(255), nullable=False)
created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
- created_at: Mapped[datetime] = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ belongs_to: Mapped[Literal["user", "assistant"] | None] = mapped_column(String(255), nullable=True, default=None)
+ url: Mapped[str | None] = mapped_column(LongText, nullable=True, default=None)
+ upload_file_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
class MessageAnnotation(Base):
@@ -1381,12 +1391,12 @@ class MessageAnnotation(Base):
sa.Index("message_annotation_message_idx", "message_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
app_id: Mapped[str] = mapped_column(StringUUID)
conversation_id: Mapped[str | None] = mapped_column(StringUUID, sa.ForeignKey("conversations.id"))
message_id: Mapped[str | None] = mapped_column(StringUUID)
- question: Mapped[str | None] = mapped_column(sa.Text, nullable=True)
- content: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ question: Mapped[str | None] = mapped_column(LongText, nullable=True)
+ content: Mapped[str] = mapped_column(LongText, nullable=False)
hit_count: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0"))
account_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
created_at: Mapped[datetime] = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
@@ -1420,17 +1430,17 @@ class AppAnnotationHitHistory(Base):
sa.Index("app_annotation_hit_histories_message_idx", "message_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, default=lambda: str(uuid4()))
app_id = mapped_column(StringUUID, nullable=False)
annotation_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
- source = mapped_column(sa.Text, nullable=False)
- question = mapped_column(sa.Text, nullable=False)
+ source = mapped_column(LongText, nullable=False)
+ question = mapped_column(LongText, nullable=False)
account_id = mapped_column(StringUUID, nullable=False)
created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
score = mapped_column(Float, nullable=False, server_default=sa.text("0"))
message_id = mapped_column(StringUUID, nullable=False)
- annotation_question = mapped_column(sa.Text, nullable=False)
- annotation_content = mapped_column(sa.Text, nullable=False)
+ annotation_question = mapped_column(LongText, nullable=False)
+ annotation_content = mapped_column(LongText, nullable=False)
@property
def account(self):
@@ -1448,22 +1458,30 @@ class AppAnnotationHitHistory(Base):
return account
-class AppAnnotationSetting(Base):
+class AppAnnotationSetting(TypeBase):
__tablename__ = "app_annotation_settings"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="app_annotation_settings_pkey"),
sa.Index("app_annotation_settings_app_idx", "app_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- app_id = mapped_column(StringUUID, nullable=False)
- score_threshold = mapped_column(Float, nullable=False, server_default=sa.text("0"))
- collection_binding_id = mapped_column(StringUUID, nullable=False)
- created_user_id = mapped_column(StringUUID, nullable=False)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
- updated_user_id = mapped_column(StringUUID, nullable=False)
- updated_at = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ score_threshold: Mapped[float] = mapped_column(Float, nullable=False, server_default=sa.text("0"))
+ collection_binding_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ created_user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
@property
@@ -1478,22 +1496,30 @@ class AppAnnotationSetting(Base):
return collection_binding_detail
-class OperationLog(Base):
+class OperationLog(TypeBase):
__tablename__ = "operation_logs"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="operation_log_pkey"),
sa.Index("operation_log_account_action_idx", "tenant_id", "account_id", "action"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- account_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ account_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
action: Mapped[str] = mapped_column(String(255), nullable=False)
- content = mapped_column(sa.JSON)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ content: Mapped[Any] = mapped_column(sa.JSON)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
created_ip: Mapped[str] = mapped_column(String(255), nullable=False)
- updated_at = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
@@ -1513,7 +1539,7 @@ class EndUser(Base, UserMixin):
sa.Index("end_user_tenant_session_id_idx", "tenant_id", "session_id", "type"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
app_id = mapped_column(StringUUID, nullable=True)
type: Mapped[str] = mapped_column(String(255), nullable=False)
@@ -1531,32 +1557,40 @@ class EndUser(Base, UserMixin):
def is_anonymous(self, value: bool) -> None:
self._is_anonymous = value
- session_id: Mapped[str] = mapped_column()
+ session_id: Mapped[str] = mapped_column(String(255), nullable=False)
created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
updated_at = mapped_column(
sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
)
-class AppMCPServer(Base):
+class AppMCPServer(TypeBase):
__tablename__ = "app_mcp_servers"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="app_mcp_server_pkey"),
sa.UniqueConstraint("tenant_id", "app_id", name="unique_app_mcp_server_tenant_app_id"),
sa.UniqueConstraint("server_code", name="unique_app_mcp_server_server_code"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- app_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
name: Mapped[str] = mapped_column(String(255), nullable=False)
description: Mapped[str] = mapped_column(String(255), nullable=False)
server_code: Mapped[str] = mapped_column(String(255), nullable=False)
- status = mapped_column(String(255), nullable=False, server_default=sa.text("'normal'::character varying"))
- parameters = mapped_column(sa.Text, nullable=False)
+ status: Mapped[str] = mapped_column(String(255), nullable=False, server_default=sa.text("'normal'"))
+ parameters: Mapped[str] = mapped_column(LongText, nullable=False)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
- updated_at = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
@staticmethod
@@ -1581,13 +1615,13 @@ class Site(Base):
sa.Index("site_code_idx", "code", "status"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, default=lambda: str(uuid4()))
app_id = mapped_column(StringUUID, nullable=False)
title: Mapped[str] = mapped_column(String(255), nullable=False)
icon_type = mapped_column(String(255), nullable=True)
icon = mapped_column(String(255))
icon_background = mapped_column(String(255))
- description = mapped_column(sa.Text)
+ description = mapped_column(LongText)
default_language: Mapped[str] = mapped_column(String(255), nullable=False)
chat_color_theme = mapped_column(String(255))
chat_color_theme_inverted: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
@@ -1595,11 +1629,11 @@ class Site(Base):
privacy_policy = mapped_column(String(255))
show_workflow_steps: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"))
use_icon_as_answer_icon: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
- _custom_disclaimer: Mapped[str] = mapped_column("custom_disclaimer", sa.TEXT, default="")
+ _custom_disclaimer: Mapped[str] = mapped_column("custom_disclaimer", LongText, default="")
customize_domain = mapped_column(String(255))
customize_token_strategy: Mapped[str] = mapped_column(String(255), nullable=False)
prompt_public: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
- status = mapped_column(String(255), nullable=False, server_default=sa.text("'normal'::character varying"))
+ status = mapped_column(String(255), nullable=False, server_default=sa.text("'normal'"))
created_by = mapped_column(StringUUID, nullable=True)
created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
updated_by = mapped_column(StringUUID, nullable=True)
@@ -1632,7 +1666,7 @@ class Site(Base):
return dify_config.APP_WEB_URL or request.url_root.rstrip("/")
-class ApiToken(Base):
+class ApiToken(Base): # bug: this uses setattr so idk the field.
__tablename__ = "api_tokens"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="api_token_pkey"),
@@ -1641,7 +1675,7 @@ class ApiToken(Base):
sa.Index("api_token_tenant_idx", "tenant_id", "type"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, default=lambda: str(uuid4()))
app_id = mapped_column(StringUUID, nullable=True)
tenant_id = mapped_column(StringUUID, nullable=True)
type = mapped_column(String(16), nullable=False)
@@ -1668,7 +1702,7 @@ class UploadFile(Base):
# NOTE: The `id` field is generated within the application to minimize extra roundtrips
# (especially when generating `source_url`).
# The `server_default` serves as a fallback mechanism.
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
storage_type: Mapped[str] = mapped_column(String(255), nullable=False)
key: Mapped[str] = mapped_column(String(255), nullable=False)
@@ -1679,9 +1713,7 @@ class UploadFile(Base):
# The `created_by_role` field indicates whether the file was created by an `Account` or an `EndUser`.
# Its value is derived from the `CreatorUserRole` enumeration.
- created_by_role: Mapped[str] = mapped_column(
- String(255), nullable=False, server_default=sa.text("'account'::character varying")
- )
+ created_by_role: Mapped[str] = mapped_column(String(255), nullable=False, server_default=sa.text("'account'"))
# The `created_by` field stores the ID of the entity that created this upload file.
#
@@ -1705,7 +1737,7 @@ class UploadFile(Base):
used_by: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
used_at: Mapped[datetime | None] = mapped_column(sa.DateTime, nullable=True)
hash: Mapped[str | None] = mapped_column(String(255), nullable=True)
- source_url: Mapped[str] = mapped_column(sa.TEXT, default="")
+ source_url: Mapped[str] = mapped_column(LongText, default="")
def __init__(
self,
@@ -1744,36 +1776,44 @@ class UploadFile(Base):
self.source_url = source_url
-class ApiRequest(Base):
+class ApiRequest(TypeBase):
__tablename__ = "api_requests"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="api_request_pkey"),
sa.Index("api_request_token_idx", "tenant_id", "api_token_id"),
)
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
- api_token_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ api_token_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
path: Mapped[str] = mapped_column(String(255), nullable=False)
- request = mapped_column(sa.Text, nullable=True)
- response = mapped_column(sa.Text, nullable=True)
+ request: Mapped[str | None] = mapped_column(LongText, nullable=True)
+ response: Mapped[str | None] = mapped_column(LongText, nullable=True)
ip: Mapped[str] = mapped_column(String(255), nullable=False)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
-class MessageChain(Base):
+class MessageChain(TypeBase):
__tablename__ = "message_chains"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="message_chain_pkey"),
sa.Index("message_chain_message_id_idx", "message_id"),
)
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
- message_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ message_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
type: Mapped[str] = mapped_column(String(255), nullable=False)
- input = mapped_column(sa.Text, nullable=True)
- output = mapped_column(sa.Text, nullable=True)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=sa.func.current_timestamp())
+ input: Mapped[str | None] = mapped_column(LongText, nullable=True)
+ output: Mapped[str | None] = mapped_column(LongText, nullable=True)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=sa.func.current_timestamp(), init=False
+ )
class MessageAgentThought(Base):
@@ -1784,32 +1824,32 @@ class MessageAgentThought(Base):
sa.Index("message_agent_thought_message_chain_id_idx", "message_chain_id"),
)
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
+ id = mapped_column(StringUUID, default=lambda: str(uuid4()))
message_id = mapped_column(StringUUID, nullable=False)
message_chain_id = mapped_column(StringUUID, nullable=True)
position: Mapped[int] = mapped_column(sa.Integer, nullable=False)
- thought = mapped_column(sa.Text, nullable=True)
- tool = mapped_column(sa.Text, nullable=True)
- tool_labels_str = mapped_column(sa.Text, nullable=False, server_default=sa.text("'{}'::text"))
- tool_meta_str = mapped_column(sa.Text, nullable=False, server_default=sa.text("'{}'::text"))
- tool_input = mapped_column(sa.Text, nullable=True)
- observation = mapped_column(sa.Text, nullable=True)
+ thought = mapped_column(LongText, nullable=True)
+ tool = mapped_column(LongText, nullable=True)
+ tool_labels_str = mapped_column(LongText, nullable=False, default=sa.text("'{}'"))
+ tool_meta_str = mapped_column(LongText, nullable=False, default=sa.text("'{}'"))
+ tool_input = mapped_column(LongText, nullable=True)
+ observation = mapped_column(LongText, nullable=True)
# plugin_id = mapped_column(StringUUID, nullable=True) ## for future design
- tool_process_data = mapped_column(sa.Text, nullable=True)
- message = mapped_column(sa.Text, nullable=True)
+ tool_process_data = mapped_column(LongText, nullable=True)
+ message = mapped_column(LongText, nullable=True)
message_token: Mapped[int | None] = mapped_column(sa.Integer, nullable=True)
message_unit_price = mapped_column(sa.Numeric, nullable=True)
message_price_unit = mapped_column(sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001"))
- message_files = mapped_column(sa.Text, nullable=True)
- answer = mapped_column(sa.Text, nullable=True)
+ message_files = mapped_column(LongText, nullable=True)
+ answer = mapped_column(LongText, nullable=True)
answer_token: Mapped[int | None] = mapped_column(sa.Integer, nullable=True)
answer_unit_price = mapped_column(sa.Numeric, nullable=True)
answer_price_unit = mapped_column(sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001"))
tokens: Mapped[int | None] = mapped_column(sa.Integer, nullable=True)
total_price = mapped_column(sa.Numeric, nullable=True)
- currency = mapped_column(String, nullable=True)
+ currency = mapped_column(String(255), nullable=True)
latency: Mapped[float | None] = mapped_column(sa.Float, nullable=True)
- created_by_role = mapped_column(String, nullable=False)
+ created_by_role = mapped_column(String(255), nullable=False)
created_by = mapped_column(StringUUID, nullable=False)
created_at = mapped_column(sa.DateTime, nullable=False, server_default=sa.func.current_timestamp())
@@ -1890,34 +1930,38 @@ class MessageAgentThought(Base):
return {}
-class DatasetRetrieverResource(Base):
+class DatasetRetrieverResource(TypeBase):
__tablename__ = "dataset_retriever_resources"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="dataset_retriever_resource_pkey"),
sa.Index("dataset_retriever_resource_message_id_idx", "message_id"),
)
- id = mapped_column(StringUUID, nullable=False, server_default=sa.text("uuid_generate_v4()"))
- message_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ message_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
position: Mapped[int] = mapped_column(sa.Integer, nullable=False)
- dataset_id = mapped_column(StringUUID, nullable=False)
- dataset_name = mapped_column(sa.Text, nullable=False)
- document_id = mapped_column(StringUUID, nullable=True)
- document_name = mapped_column(sa.Text, nullable=False)
- data_source_type = mapped_column(sa.Text, nullable=True)
- segment_id = mapped_column(StringUUID, nullable=True)
+ dataset_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ dataset_name: Mapped[str] = mapped_column(LongText, nullable=False)
+ document_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
+ document_name: Mapped[str] = mapped_column(LongText, nullable=False)
+ data_source_type: Mapped[str | None] = mapped_column(LongText, nullable=True)
+ segment_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
score: Mapped[float | None] = mapped_column(sa.Float, nullable=True)
- content = mapped_column(sa.Text, nullable=False)
+ content: Mapped[str] = mapped_column(LongText, nullable=False)
hit_count: Mapped[int | None] = mapped_column(sa.Integer, nullable=True)
word_count: Mapped[int | None] = mapped_column(sa.Integer, nullable=True)
segment_position: Mapped[int | None] = mapped_column(sa.Integer, nullable=True)
- index_node_hash = mapped_column(sa.Text, nullable=True)
- retriever_from = mapped_column(sa.Text, nullable=False)
- created_by = mapped_column(StringUUID, nullable=False)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=sa.func.current_timestamp())
+ index_node_hash: Mapped[str | None] = mapped_column(LongText, nullable=True)
+ retriever_from: Mapped[str] = mapped_column(LongText, nullable=False)
+ created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=sa.func.current_timestamp(), init=False
+ )
-class Tag(Base):
+class Tag(TypeBase):
__tablename__ = "tags"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="tag_pkey"),
@@ -1927,15 +1971,19 @@ class Tag(Base):
TAG_TYPE_LIST = ["knowledge", "app"]
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=True)
- type = mapped_column(String(16), nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
+ type: Mapped[str] = mapped_column(String(16), nullable=False)
name: Mapped[str] = mapped_column(String(255), nullable=False)
- created_by = mapped_column(StringUUID, nullable=False)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
-class TagBinding(Base):
+class TagBinding(TypeBase):
__tablename__ = "tag_bindings"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="tag_binding_pkey"),
@@ -1943,30 +1991,42 @@ class TagBinding(Base):
sa.Index("tag_bind_tag_id_idx", "tag_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- tenant_id = mapped_column(StringUUID, nullable=True)
- tag_id = mapped_column(StringUUID, nullable=True)
- target_id = mapped_column(StringUUID, nullable=True)
- created_by = mapped_column(StringUUID, nullable=False)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ tenant_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
+ tag_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
+ target_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
+ created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
-class TraceAppConfig(Base):
+class TraceAppConfig(TypeBase):
__tablename__ = "trace_app_config"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="tracing_app_config_pkey"),
sa.Index("trace_app_config_app_id_idx", "app_id"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- app_id = mapped_column(StringUUID, nullable=False)
- tracing_provider = mapped_column(String(255), nullable=True)
- tracing_config = mapped_column(sa.JSON, nullable=True)
- created_at = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
- updated_at = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
)
- is_active: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"))
+ app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
+ tracing_provider: Mapped[str | None] = mapped_column(String(255), nullable=True)
+ tracing_config: Mapped[dict | None] = mapped_column(sa.JSON, nullable=True)
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
+ )
+ is_active: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"), default=True)
@property
def tracing_config_dict(self) -> dict[str, Any]:
diff --git a/api/models/oauth.py b/api/models/oauth.py
index e705b3d189..1db2552469 100644
--- a/api/models/oauth.py
+++ b/api/models/oauth.py
@@ -2,65 +2,84 @@ from datetime import datetime
import sqlalchemy as sa
from sqlalchemy import func
-from sqlalchemy.dialects.postgresql import JSONB
from sqlalchemy.orm import Mapped, mapped_column
-from .base import Base
-from .types import StringUUID
+from libs.uuid_utils import uuidv7
+
+from .base import TypeBase
+from .types import AdjustedJSON, LongText, StringUUID
-class DatasourceOauthParamConfig(Base): # type: ignore[name-defined]
+class DatasourceOauthParamConfig(TypeBase):
__tablename__ = "datasource_oauth_params"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="datasource_oauth_config_pkey"),
sa.UniqueConstraint("plugin_id", "provider", name="datasource_oauth_config_datasource_id_provider_idx"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
plugin_id: Mapped[str] = mapped_column(sa.String(255), nullable=False)
provider: Mapped[str] = mapped_column(sa.String(255), nullable=False)
- system_credentials: Mapped[dict] = mapped_column(JSONB, nullable=False)
+ system_credentials: Mapped[dict] = mapped_column(AdjustedJSON, nullable=False)
-class DatasourceProvider(Base):
+class DatasourceProvider(TypeBase):
__tablename__ = "datasource_providers"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="datasource_provider_pkey"),
sa.UniqueConstraint("tenant_id", "plugin_id", "provider", "name", name="datasource_provider_unique_name"),
sa.Index("datasource_provider_auth_type_provider_idx", "tenant_id", "plugin_id", "provider"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
name: Mapped[str] = mapped_column(sa.String(255), nullable=False)
- provider: Mapped[str] = mapped_column(sa.String(255), nullable=False)
+ provider: Mapped[str] = mapped_column(sa.String(128), nullable=False)
plugin_id: Mapped[str] = mapped_column(sa.String(255), nullable=False)
auth_type: Mapped[str] = mapped_column(sa.String(255), nullable=False)
- encrypted_credentials: Mapped[dict] = mapped_column(JSONB, nullable=False)
- avatar_url: Mapped[str] = mapped_column(sa.Text, nullable=True, default="default")
- is_default: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"))
- expires_at: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default="-1")
+ encrypted_credentials: Mapped[dict] = mapped_column(AdjustedJSON, nullable=False)
+ avatar_url: Mapped[str] = mapped_column(LongText, nullable=True, default="default")
+ is_default: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"), default=False)
+ expires_at: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default="-1", default=-1)
- created_at: Mapped[datetime] = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
-class DatasourceOauthTenantParamConfig(Base):
+class DatasourceOauthTenantParamConfig(TypeBase):
__tablename__ = "datasource_oauth_tenant_params"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="datasource_oauth_tenant_config_pkey"),
sa.UniqueConstraint("tenant_id", "plugin_id", "provider", name="datasource_oauth_tenant_config_unique"),
)
- id = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
- tenant_id = mapped_column(StringUUID, nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
+ tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider: Mapped[str] = mapped_column(sa.String(255), nullable=False)
plugin_id: Mapped[str] = mapped_column(sa.String(255), nullable=False)
- client_params: Mapped[dict] = mapped_column(JSONB, nullable=False, default={})
+ client_params: Mapped[dict] = mapped_column(AdjustedJSON, nullable=False, default_factory=dict)
enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, default=False)
- created_at: Mapped[datetime] = mapped_column(sa.DateTime, nullable=False, server_default=func.current_timestamp())
- updated_at: Mapped[datetime] = mapped_column(
- sa.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ created_at: Mapped[datetime] = mapped_column(
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ sa.DateTime,
+ nullable=False,
+ server_default=func.current_timestamp(),
+ onupdate=func.current_timestamp(),
+ init=False,
)
diff --git a/api/models/provider.py b/api/models/provider.py
index 4de17a7fd5..2afd8c5329 100644
--- a/api/models/provider.py
+++ b/api/models/provider.py
@@ -1,14 +1,17 @@
from datetime import datetime
from enum import StrEnum, auto
from functools import cached_property
+from uuid import uuid4
import sqlalchemy as sa
from sqlalchemy import DateTime, String, func, text
from sqlalchemy.orm import Mapped, mapped_column
-from .base import Base, TypeBase
+from libs.uuid_utils import uuidv7
+
+from .base import TypeBase
from .engine import db
-from .types import StringUUID
+from .types import LongText, StringUUID
class ProviderType(StrEnum):
@@ -55,19 +58,23 @@ class Provider(TypeBase):
),
)
- id: Mapped[str] = mapped_column(StringUUID, primary_key=True, server_default=text("uuidv7()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID,
+ primary_key=True,
+ insert_default=lambda: str(uuidv7()),
+ default_factory=lambda: str(uuidv7()),
+ init=False,
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
provider_type: Mapped[str] = mapped_column(
- String(40), nullable=False, server_default=text("'custom'::character varying"), default="custom"
+ String(40), nullable=False, server_default=text("'custom'"), default="custom"
)
is_valid: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("false"), default=False)
last_used: Mapped[datetime | None] = mapped_column(DateTime, nullable=True, init=False)
credential_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
- quota_type: Mapped[str | None] = mapped_column(
- String(40), nullable=True, server_default=text("''::character varying"), default=""
- )
+ quota_type: Mapped[str | None] = mapped_column(String(40), nullable=True, server_default=text("''"), default="")
quota_limit: Mapped[int | None] = mapped_column(sa.BigInteger, nullable=True, default=None)
quota_used: Mapped[int] = mapped_column(sa.BigInteger, nullable=False, default=0)
@@ -117,7 +124,7 @@ class Provider(TypeBase):
return self.is_valid and self.token_is_set
-class ProviderModel(Base):
+class ProviderModel(TypeBase):
"""
Provider model representing the API provider_models and their configurations.
"""
@@ -131,16 +138,20 @@ class ProviderModel(Base):
),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_type: Mapped[str] = mapped_column(String(40), nullable=False)
- credential_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
- is_valid: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("false"))
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ credential_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
+ is_valid: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("false"), default=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
@cached_property
@@ -163,49 +174,59 @@ class ProviderModel(Base):
return credential.encrypted_config if credential else None
-class TenantDefaultModel(Base):
+class TenantDefaultModel(TypeBase):
__tablename__ = "tenant_default_models"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="tenant_default_model_pkey"),
sa.Index("tenant_default_model_tenant_id_provider_type_idx", "tenant_id", "provider_name", "model_type"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_type: Mapped[str] = mapped_column(String(40), nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
-class TenantPreferredModelProvider(Base):
+class TenantPreferredModelProvider(TypeBase):
__tablename__ = "tenant_preferred_model_providers"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="tenant_preferred_model_provider_pkey"),
sa.Index("tenant_preferred_model_provider_tenant_provider_idx", "tenant_id", "provider_name"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
preferred_provider_type: Mapped[str] = mapped_column(String(40), nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
-class ProviderOrder(Base):
+class ProviderOrder(TypeBase):
__tablename__ = "provider_orders"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="provider_order_pkey"),
sa.Index("provider_order_tenant_provider_idx", "tenant_id", "provider_name"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
account_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
@@ -215,19 +236,19 @@ class ProviderOrder(Base):
quantity: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=text("1"))
currency: Mapped[str | None] = mapped_column(String(40))
total_amount: Mapped[int | None] = mapped_column(sa.Integer)
- payment_status: Mapped[str] = mapped_column(
- String(40), nullable=False, server_default=text("'wait_pay'::character varying")
- )
+ payment_status: Mapped[str] = mapped_column(String(40), nullable=False, server_default=text("'wait_pay'"))
paid_at: Mapped[datetime | None] = mapped_column(DateTime)
pay_failed_at: Mapped[datetime | None] = mapped_column(DateTime)
refunded_at: Mapped[datetime | None] = mapped_column(DateTime)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
-class ProviderModelSetting(Base):
+class ProviderModelSetting(TypeBase):
"""
Provider model settings for record the model enabled status and load balancing status.
"""
@@ -238,20 +259,26 @@ class ProviderModelSetting(Base):
sa.Index("provider_model_setting_tenant_provider_model_idx", "tenant_id", "provider_name", "model_type"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_type: Mapped[str] = mapped_column(String(40), nullable=False)
- enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("true"))
- load_balancing_enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("false"))
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("true"), default=True)
+ load_balancing_enabled: Mapped[bool] = mapped_column(
+ sa.Boolean, nullable=False, server_default=text("false"), default=False
+ )
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
-class LoadBalancingModelConfig(Base):
+class LoadBalancingModelConfig(TypeBase):
"""
Configurations for load balancing models.
"""
@@ -262,23 +289,27 @@ class LoadBalancingModelConfig(Base):
sa.Index("load_balancing_model_config_tenant_provider_model_idx", "tenant_id", "provider_name", "model_type"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_type: Mapped[str] = mapped_column(String(40), nullable=False)
name: Mapped[str] = mapped_column(String(255), nullable=False)
- encrypted_config: Mapped[str | None] = mapped_column(sa.Text, nullable=True)
- credential_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
- credential_source_type: Mapped[str | None] = mapped_column(String(40), nullable=True)
- enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("true"))
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ encrypted_config: Mapped[str | None] = mapped_column(LongText, nullable=True, default=None)
+ credential_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True, default=None)
+ credential_source_type: Mapped[str | None] = mapped_column(String(40), nullable=True, default=None)
+ enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=text("true"), default=True)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
-class ProviderCredential(Base):
+class ProviderCredential(TypeBase):
"""
Provider credential - stores multiple named credentials for each provider
"""
@@ -289,18 +320,22 @@ class ProviderCredential(Base):
sa.Index("provider_credential_tenant_provider_idx", "tenant_id", "provider_name"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuidv7()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
credential_name: Mapped[str] = mapped_column(String(255), nullable=False)
- encrypted_config: Mapped[str] = mapped_column(sa.Text, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ encrypted_config: Mapped[str] = mapped_column(LongText, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
-class ProviderModelCredential(Base):
+class ProviderModelCredential(TypeBase):
"""
Provider model credential - stores multiple named credentials for each provider model
"""
@@ -317,14 +352,18 @@ class ProviderModelCredential(Base):
),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuidv7()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_name: Mapped[str] = mapped_column(String(255), nullable=False)
model_type: Mapped[str] = mapped_column(String(40), nullable=False)
credential_name: Mapped[str] = mapped_column(String(255), nullable=False)
- encrypted_config: Mapped[str] = mapped_column(sa.Text, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
- updated_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
+ encrypted_config: Mapped[str] = mapped_column(LongText, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ updated_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
diff --git a/api/models/source.py b/api/models/source.py
index 0ed7c4c70e..a8addbe342 100644
--- a/api/models/source.py
+++ b/api/models/source.py
@@ -1,14 +1,13 @@
import json
from datetime import datetime
+from uuid import uuid4
import sqlalchemy as sa
from sqlalchemy import DateTime, String, func
-from sqlalchemy.dialects.postgresql import JSONB
from sqlalchemy.orm import Mapped, mapped_column
-from models.base import TypeBase
-
-from .types import StringUUID
+from .base import TypeBase
+from .types import AdjustedJSON, LongText, StringUUID, adjusted_json_index
class DataSourceOauthBinding(TypeBase):
@@ -16,14 +15,16 @@ class DataSourceOauthBinding(TypeBase):
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="source_binding_pkey"),
sa.Index("source_binding_tenant_id_idx", "tenant_id"),
- sa.Index("source_info_idx", "source_info", postgresql_using="gin"),
+ adjusted_json_index("source_info_idx", "source_info"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
access_token: Mapped[str] = mapped_column(String(255), nullable=False)
provider: Mapped[str] = mapped_column(String(255), nullable=False)
- source_info: Mapped[dict] = mapped_column(JSONB, nullable=False)
+ source_info: Mapped[dict] = mapped_column(AdjustedJSON, nullable=False)
created_at: Mapped[datetime] = mapped_column(
DateTime, nullable=False, server_default=func.current_timestamp(), init=False
)
@@ -45,11 +46,13 @@ class DataSourceApiKeyAuthBinding(TypeBase):
sa.Index("data_source_api_key_auth_binding_provider_idx", "provider"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
category: Mapped[str] = mapped_column(String(255), nullable=False)
provider: Mapped[str] = mapped_column(String(255), nullable=False)
- credentials: Mapped[str | None] = mapped_column(sa.Text, nullable=True, default=None) # JSON
+ credentials: Mapped[str | None] = mapped_column(LongText, nullable=True, default=None) # JSON
created_at: Mapped[datetime] = mapped_column(
DateTime, nullable=False, server_default=func.current_timestamp(), init=False
)
diff --git a/api/models/task.py b/api/models/task.py
index 513f167cce..d98d99ca2c 100644
--- a/api/models/task.py
+++ b/api/models/task.py
@@ -6,7 +6,9 @@ from sqlalchemy import DateTime, String
from sqlalchemy.orm import Mapped, mapped_column
from libs.datetime_utils import naive_utc_now
-from models.base import TypeBase
+
+from .base import TypeBase
+from .types import BinaryData, LongText
class CeleryTask(TypeBase):
@@ -19,17 +21,18 @@ class CeleryTask(TypeBase):
)
task_id: Mapped[str] = mapped_column(String(155), unique=True)
status: Mapped[str] = mapped_column(String(50), default=states.PENDING)
- result: Mapped[bytes | None] = mapped_column(sa.PickleType, nullable=True, default=None)
+ result: Mapped[bytes | None] = mapped_column(BinaryData, nullable=True, default=None)
date_done: Mapped[datetime | None] = mapped_column(
DateTime,
- default=naive_utc_now,
+ insert_default=naive_utc_now,
+ default=None,
onupdate=naive_utc_now,
nullable=True,
)
- traceback: Mapped[str | None] = mapped_column(sa.Text, nullable=True, default=None)
+ traceback: Mapped[str | None] = mapped_column(LongText, nullable=True, default=None)
name: Mapped[str | None] = mapped_column(String(155), nullable=True, default=None)
- args: Mapped[bytes | None] = mapped_column(sa.LargeBinary, nullable=True, default=None)
- kwargs: Mapped[bytes | None] = mapped_column(sa.LargeBinary, nullable=True, default=None)
+ args: Mapped[bytes | None] = mapped_column(BinaryData, nullable=True, default=None)
+ kwargs: Mapped[bytes | None] = mapped_column(BinaryData, nullable=True, default=None)
worker: Mapped[str | None] = mapped_column(String(155), nullable=True, default=None)
retries: Mapped[int | None] = mapped_column(sa.Integer, nullable=True, default=None)
queue: Mapped[str | None] = mapped_column(String(155), nullable=True, default=None)
@@ -44,5 +47,7 @@ class CeleryTaskSet(TypeBase):
sa.Integer, sa.Sequence("taskset_id_sequence"), autoincrement=True, primary_key=True, init=False
)
taskset_id: Mapped[str] = mapped_column(String(155), unique=True)
- result: Mapped[bytes | None] = mapped_column(sa.PickleType, nullable=True, default=None)
- date_done: Mapped[datetime | None] = mapped_column(DateTime, default=naive_utc_now, nullable=True)
+ result: Mapped[bytes | None] = mapped_column(BinaryData, nullable=True, default=None)
+ date_done: Mapped[datetime | None] = mapped_column(
+ DateTime, insert_default=naive_utc_now, default=None, nullable=True
+ )
diff --git a/api/models/tools.py b/api/models/tools.py
index 12acc149b1..e4f9bcb582 100644
--- a/api/models/tools.py
+++ b/api/models/tools.py
@@ -2,6 +2,7 @@ import json
from datetime import datetime
from decimal import Decimal
from typing import TYPE_CHECKING, Any, cast
+from uuid import uuid4
import sqlalchemy as sa
from deprecated import deprecated
@@ -11,17 +12,14 @@ from sqlalchemy.orm import Mapped, mapped_column
from core.tools.entities.common_entities import I18nObject
from core.tools.entities.tool_bundle import ApiToolBundle
from core.tools.entities.tool_entities import ApiProviderSchemaType, WorkflowToolParameterConfiguration
-from models.base import TypeBase
+from .base import TypeBase
from .engine import db
from .model import Account, App, Tenant
-from .types import StringUUID
+from .types import LongText, StringUUID
if TYPE_CHECKING:
from core.entities.mcp_provider import MCPProviderEntity
- from core.tools.entities.common_entities import I18nObject
- from core.tools.entities.tool_bundle import ApiToolBundle
- from core.tools.entities.tool_entities import ApiProviderSchemaType, WorkflowToolParameterConfiguration
# system level tool oauth client params (client_id, client_secret, etc.)
@@ -32,11 +30,13 @@ class ToolOAuthSystemClient(TypeBase):
sa.UniqueConstraint("plugin_id", "provider", name="tool_oauth_system_client_plugin_id_provider_idx"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
plugin_id: Mapped[str] = mapped_column(String(512), nullable=False)
provider: Mapped[str] = mapped_column(String(255), nullable=False)
# oauth params of the tool provider
- encrypted_oauth_params: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ encrypted_oauth_params: Mapped[str] = mapped_column(LongText, nullable=False)
# tenant level tool oauth client params (client_id, client_secret, etc.)
@@ -47,14 +47,16 @@ class ToolOAuthTenantClient(TypeBase):
sa.UniqueConstraint("tenant_id", "plugin_id", "provider", name="unique_tool_oauth_tenant_client"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# tenant id
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
- plugin_id: Mapped[str] = mapped_column(String(512), nullable=False)
+ plugin_id: Mapped[str] = mapped_column(String(255), nullable=False)
provider: Mapped[str] = mapped_column(String(255), nullable=False)
enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"), init=False)
# oauth params of the tool provider
- encrypted_oauth_params: Mapped[str] = mapped_column(sa.Text, nullable=False, init=False)
+ encrypted_oauth_params: Mapped[str] = mapped_column(LongText, nullable=False, init=False)
@property
def oauth_params(self) -> dict[str, Any]:
@@ -73,11 +75,13 @@ class BuiltinToolProvider(TypeBase):
)
# id of the tool provider
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
name: Mapped[str] = mapped_column(
String(256),
nullable=False,
- server_default=sa.text("'API KEY 1'::character varying"),
+ server_default=sa.text("'API KEY 1'"),
)
# id of the tenant
tenant_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
@@ -86,21 +90,21 @@ class BuiltinToolProvider(TypeBase):
# name of the tool provider
provider: Mapped[str] = mapped_column(String(256), nullable=False)
# credential of the tool provider
- encrypted_credentials: Mapped[str | None] = mapped_column(sa.Text, nullable=True, default=None)
+ encrypted_credentials: Mapped[str | None] = mapped_column(LongText, nullable=True, default=None)
created_at: Mapped[datetime] = mapped_column(
- sa.DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)"), init=False
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
)
updated_at: Mapped[datetime] = mapped_column(
sa.DateTime,
nullable=False,
- server_default=sa.text("CURRENT_TIMESTAMP(0)"),
+ server_default=func.current_timestamp(),
onupdate=func.current_timestamp(),
init=False,
)
is_default: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false"), default=False)
# credential type, e.g., "api-key", "oauth2"
credential_type: Mapped[str] = mapped_column(
- String(32), nullable=False, server_default=sa.text("'api-key'::character varying"), default="api-key"
+ String(32), nullable=False, server_default=sa.text("'api-key'"), default="api-key"
)
expires_at: Mapped[int] = mapped_column(sa.BigInteger, nullable=False, server_default=sa.text("-1"), default=-1)
@@ -122,32 +126,34 @@ class ApiToolProvider(TypeBase):
sa.UniqueConstraint("name", "tenant_id", name="unique_api_tool_provider"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# name of the api provider
name: Mapped[str] = mapped_column(
String(255),
nullable=False,
- server_default=sa.text("'API KEY 1'::character varying"),
+ server_default=sa.text("'API KEY 1'"),
)
# icon
icon: Mapped[str] = mapped_column(String(255), nullable=False)
# original schema
- schema: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ schema: Mapped[str] = mapped_column(LongText, nullable=False)
schema_type_str: Mapped[str] = mapped_column(String(40), nullable=False)
# who created this tool
user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# tenant id
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# description of the provider
- description: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ description: Mapped[str] = mapped_column(LongText, nullable=False)
# json format tools
- tools_str: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ tools_str: Mapped[str] = mapped_column(LongText, nullable=False)
# json format credentials
- credentials_str: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ credentials_str: Mapped[str] = mapped_column(LongText, nullable=False)
# privacy policy
privacy_policy: Mapped[str | None] = mapped_column(String(255), nullable=True, default=None)
# custom_disclaimer
- custom_disclaimer: Mapped[str] = mapped_column(sa.TEXT, default="")
+ custom_disclaimer: Mapped[str] = mapped_column(LongText, default="")
created_at: Mapped[datetime] = mapped_column(
sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
@@ -162,14 +168,10 @@ class ApiToolProvider(TypeBase):
@property
def schema_type(self) -> "ApiProviderSchemaType":
- from core.tools.entities.tool_entities import ApiProviderSchemaType
-
return ApiProviderSchemaType.value_of(self.schema_type_str)
@property
def tools(self) -> list["ApiToolBundle"]:
- from core.tools.entities.tool_bundle import ApiToolBundle
-
return [ApiToolBundle.model_validate(tool) for tool in json.loads(self.tools_str)]
@property
@@ -198,7 +200,9 @@ class ToolLabelBinding(TypeBase):
sa.UniqueConstraint("tool_id", "label_name", name="unique_tool_label_bind"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# tool id
tool_id: Mapped[str] = mapped_column(String(64), nullable=False)
# tool type
@@ -219,7 +223,9 @@ class WorkflowToolProvider(TypeBase):
sa.UniqueConstraint("tenant_id", "app_id", name="unique_workflow_tool_provider_app_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# name of the workflow provider
name: Mapped[str] = mapped_column(String(255), nullable=False)
# label of the workflow provider
@@ -235,19 +241,19 @@ class WorkflowToolProvider(TypeBase):
# tenant id
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# description of the provider
- description: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ description: Mapped[str] = mapped_column(LongText, nullable=False)
# parameter configuration
- parameter_configuration: Mapped[str] = mapped_column(sa.Text, nullable=False, server_default="[]", default="[]")
+ parameter_configuration: Mapped[str] = mapped_column(LongText, nullable=False, default="[]")
# privacy policy
privacy_policy: Mapped[str | None] = mapped_column(String(255), nullable=True, server_default="", default=None)
created_at: Mapped[datetime] = mapped_column(
- sa.DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)"), init=False
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
)
updated_at: Mapped[datetime] = mapped_column(
sa.DateTime,
nullable=False,
- server_default=sa.text("CURRENT_TIMESTAMP(0)"),
+ server_default=func.current_timestamp(),
onupdate=func.current_timestamp(),
init=False,
)
@@ -262,8 +268,6 @@ class WorkflowToolProvider(TypeBase):
@property
def parameter_configurations(self) -> list["WorkflowToolParameterConfiguration"]:
- from core.tools.entities.tool_entities import WorkflowToolParameterConfiguration
-
return [
WorkflowToolParameterConfiguration.model_validate(config)
for config in json.loads(self.parameter_configuration)
@@ -287,13 +291,15 @@ class MCPToolProvider(TypeBase):
sa.UniqueConstraint("tenant_id", "server_identifier", name="unique_mcp_provider_server_identifier"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# name of the mcp provider
name: Mapped[str] = mapped_column(String(40), nullable=False)
# server identifier of the mcp provider
server_identifier: Mapped[str] = mapped_column(String(64), nullable=False)
# encrypted url of the mcp provider
- server_url: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ server_url: Mapped[str] = mapped_column(LongText, nullable=False)
# hash of server_url for uniqueness check
server_url_hash: Mapped[str] = mapped_column(String(64), nullable=False)
# icon of the mcp provider
@@ -303,18 +309,18 @@ class MCPToolProvider(TypeBase):
# who created this tool
user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# encrypted credentials
- encrypted_credentials: Mapped[str | None] = mapped_column(sa.Text, nullable=True, default=None)
+ encrypted_credentials: Mapped[str | None] = mapped_column(LongText, nullable=True, default=None)
# authed
authed: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, default=False)
# tools
- tools: Mapped[str] = mapped_column(sa.Text, nullable=False, default="[]")
+ tools: Mapped[str] = mapped_column(LongText, nullable=False, default="[]")
created_at: Mapped[datetime] = mapped_column(
- sa.DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)"), init=False
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
)
updated_at: Mapped[datetime] = mapped_column(
sa.DateTime,
nullable=False,
- server_default=sa.text("CURRENT_TIMESTAMP(0)"),
+ server_default=func.current_timestamp(),
onupdate=func.current_timestamp(),
init=False,
)
@@ -323,7 +329,7 @@ class MCPToolProvider(TypeBase):
sa.Float, nullable=False, server_default=sa.text("300"), default=300.0
)
# encrypted headers for MCP server requests
- encrypted_headers: Mapped[str | None] = mapped_column(sa.Text, nullable=True, default=None)
+ encrypted_headers: Mapped[str | None] = mapped_column(LongText, nullable=True, default=None)
def load_user(self) -> Account | None:
return db.session.query(Account).where(Account.id == self.user_id).first()
@@ -368,7 +374,9 @@ class ToolModelInvoke(TypeBase):
__tablename__ = "tool_model_invokes"
__table_args__ = (sa.PrimaryKeyConstraint("id", name="tool_model_invoke_pkey"),)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# who invoke this tool
user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# tenant id
@@ -380,11 +388,11 @@ class ToolModelInvoke(TypeBase):
# tool name
tool_name: Mapped[str] = mapped_column(String(128), nullable=False)
# invoke parameters
- model_parameters: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ model_parameters: Mapped[str] = mapped_column(LongText, nullable=False)
# prompt messages
- prompt_messages: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ prompt_messages: Mapped[str] = mapped_column(LongText, nullable=False)
# invoke response
- model_response: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ model_response: Mapped[str] = mapped_column(LongText, nullable=False)
prompt_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0"))
answer_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0"))
@@ -421,7 +429,9 @@ class ToolConversationVariables(TypeBase):
sa.Index("conversation_id_idx", "conversation_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# conversation user id
user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# tenant id
@@ -429,7 +439,7 @@ class ToolConversationVariables(TypeBase):
# conversation id
conversation_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# variables pool
- variables_str: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ variables_str: Mapped[str] = mapped_column(LongText, nullable=False)
created_at: Mapped[datetime] = mapped_column(
sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
@@ -458,7 +468,9 @@ class ToolFile(TypeBase):
sa.Index("tool_file_conversation_id_idx", "conversation_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# conversation user id
user_id: Mapped[str] = mapped_column(StringUUID)
# tenant id
@@ -472,9 +484,9 @@ class ToolFile(TypeBase):
# original url
original_url: Mapped[str | None] = mapped_column(String(2048), nullable=True, default=None)
# name
- name: Mapped[str] = mapped_column(default="")
+ name: Mapped[str] = mapped_column(String(255), default="")
# size
- size: Mapped[int] = mapped_column(default=-1)
+ size: Mapped[int] = mapped_column(sa.Integer, default=-1)
@deprecated
@@ -489,18 +501,20 @@ class DeprecatedPublishedAppTool(TypeBase):
sa.UniqueConstraint("app_id", "user_id", name="unique_published_app_tool"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# id of the app
app_id: Mapped[str] = mapped_column(StringUUID, ForeignKey("apps.id"), nullable=False)
user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
# who published this tool
- description: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ description: Mapped[str] = mapped_column(LongText, nullable=False)
# llm_description of the tool, for LLM
- llm_description: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ llm_description: Mapped[str] = mapped_column(LongText, nullable=False)
# query description, query will be seem as a parameter of the tool,
# to describe this parameter to llm, we need this field
- query_description: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ query_description: Mapped[str] = mapped_column(LongText, nullable=False)
# query name, the name of the query parameter
query_name: Mapped[str] = mapped_column(String(40), nullable=False)
# name of the tool provider
@@ -508,18 +522,16 @@ class DeprecatedPublishedAppTool(TypeBase):
# author
author: Mapped[str] = mapped_column(String(40), nullable=False)
created_at: Mapped[datetime] = mapped_column(
- sa.DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)"), init=False
+ sa.DateTime, nullable=False, server_default=func.current_timestamp(), init=False
)
updated_at: Mapped[datetime] = mapped_column(
sa.DateTime,
nullable=False,
- server_default=sa.text("CURRENT_TIMESTAMP(0)"),
+ server_default=func.current_timestamp(),
onupdate=func.current_timestamp(),
init=False,
)
@property
def description_i18n(self) -> "I18nObject":
- from core.tools.entities.common_entities import I18nObject
-
return I18nObject.model_validate(json.loads(self.description))
diff --git a/api/models/trigger.py b/api/models/trigger.py
index b537f0cf3f..87e2a5ccfc 100644
--- a/api/models/trigger.py
+++ b/api/models/trigger.py
@@ -4,6 +4,7 @@ from collections.abc import Mapping
from datetime import datetime
from functools import cached_property
from typing import Any, cast
+from uuid import uuid4
import sqlalchemy as sa
from sqlalchemy import DateTime, Index, Integer, String, UniqueConstraint, func
@@ -14,14 +15,16 @@ from core.trigger.entities.api_entities import TriggerProviderSubscriptionApiEnt
from core.trigger.entities.entities import Subscription
from core.trigger.utils.endpoint import generate_plugin_trigger_endpoint_url, generate_webhook_trigger_endpoint
from libs.datetime_utils import naive_utc_now
-from models.base import Base, TypeBase
-from models.engine import db
-from models.enums import AppTriggerStatus, AppTriggerType, CreatorUserRole, WorkflowTriggerStatus
-from models.model import Account
-from models.types import EnumText, StringUUID
+from libs.uuid_utils import uuidv7
+
+from .base import TypeBase
+from .engine import db
+from .enums import AppTriggerStatus, AppTriggerType, CreatorUserRole, WorkflowTriggerStatus
+from .model import Account
+from .types import EnumText, LongText, StringUUID
-class TriggerSubscription(Base):
+class TriggerSubscription(TypeBase):
"""
Trigger provider model for managing credentials
Supports multiple credential instances per provider
@@ -38,7 +41,9 @@ class TriggerSubscription(Base):
UniqueConstraint("tenant_id", "provider_id", "name", name="unique_trigger_provider"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
name: Mapped[str] = mapped_column(String(255), nullable=False, comment="Subscription instance name")
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
user_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
@@ -60,12 +65,15 @@ class TriggerSubscription(Base):
Integer, default=-1, comment="Subscription instance expiration timestamp, -1 for never"
)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
DateTime,
nullable=False,
server_default=func.current_timestamp(),
server_onupdate=func.current_timestamp(),
+ init=False,
)
def is_credential_expired(self) -> bool:
@@ -98,49 +106,59 @@ class TriggerSubscription(Base):
# system level trigger oauth client params
-class TriggerOAuthSystemClient(Base):
+class TriggerOAuthSystemClient(TypeBase):
__tablename__ = "trigger_oauth_system_clients"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="trigger_oauth_system_client_pkey"),
sa.UniqueConstraint("plugin_id", "provider", name="trigger_oauth_system_client_plugin_id_provider_idx"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
- plugin_id: Mapped[str] = mapped_column(String(512), nullable=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
+ plugin_id: Mapped[str] = mapped_column(String(255), nullable=False)
provider: Mapped[str] = mapped_column(String(255), nullable=False)
# oauth params of the trigger provider
- encrypted_oauth_params: Mapped[str] = mapped_column(sa.Text, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ encrypted_oauth_params: Mapped[str] = mapped_column(LongText, nullable=False)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
DateTime,
nullable=False,
server_default=func.current_timestamp(),
server_onupdate=func.current_timestamp(),
+ init=False,
)
# tenant level trigger oauth client params (client_id, client_secret, etc.)
-class TriggerOAuthTenantClient(Base):
+class TriggerOAuthTenantClient(TypeBase):
__tablename__ = "trigger_oauth_tenant_clients"
__table_args__ = (
sa.PrimaryKeyConstraint("id", name="trigger_oauth_tenant_client_pkey"),
sa.UniqueConstraint("tenant_id", "plugin_id", "provider", name="unique_trigger_oauth_tenant_client"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
# tenant id
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
- plugin_id: Mapped[str] = mapped_column(String(512), nullable=False)
+ plugin_id: Mapped[str] = mapped_column(String(255), nullable=False)
provider: Mapped[str] = mapped_column(String(255), nullable=False)
- enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"))
+ enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("true"), default=True)
# oauth params of the trigger provider
- encrypted_oauth_params: Mapped[str] = mapped_column(sa.Text, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ encrypted_oauth_params: Mapped[str] = mapped_column(LongText, nullable=False, default="{}")
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
DateTime,
nullable=False,
server_default=func.current_timestamp(),
server_onupdate=func.current_timestamp(),
+ init=False,
)
@property
@@ -148,7 +166,7 @@ class TriggerOAuthTenantClient(Base):
return cast(Mapping[str, Any], json.loads(self.encrypted_oauth_params or "{}"))
-class WorkflowTriggerLog(Base):
+class WorkflowTriggerLog(TypeBase):
"""
Workflow Trigger Log
@@ -190,36 +208,35 @@ class WorkflowTriggerLog(Base):
sa.Index("workflow_trigger_log_workflow_id_idx", "workflow_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
workflow_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
workflow_run_id: Mapped[str | None] = mapped_column(StringUUID, nullable=True)
root_node_id: Mapped[str | None] = mapped_column(String(255), nullable=True)
- trigger_metadata: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ trigger_metadata: Mapped[str] = mapped_column(LongText, nullable=False)
trigger_type: Mapped[str] = mapped_column(EnumText(AppTriggerType, length=50), nullable=False)
- trigger_data: Mapped[str] = mapped_column(sa.Text, nullable=False) # Full TriggerData as JSON
- inputs: Mapped[str] = mapped_column(sa.Text, nullable=False) # Just inputs for easy viewing
- outputs: Mapped[str | None] = mapped_column(sa.Text, nullable=True)
+ trigger_data: Mapped[str] = mapped_column(LongText, nullable=False) # Full TriggerData as JSON
+ inputs: Mapped[str] = mapped_column(LongText, nullable=False) # Just inputs for easy viewing
+ outputs: Mapped[str | None] = mapped_column(LongText, nullable=True)
- status: Mapped[str] = mapped_column(
- EnumText(WorkflowTriggerStatus, length=50), nullable=False, default=WorkflowTriggerStatus.PENDING
- )
- error: Mapped[str | None] = mapped_column(sa.Text, nullable=True)
+ status: Mapped[str] = mapped_column(EnumText(WorkflowTriggerStatus, length=50), nullable=False)
+ error: Mapped[str | None] = mapped_column(LongText, nullable=True)
queue_name: Mapped[str] = mapped_column(String(100), nullable=False)
celery_task_id: Mapped[str | None] = mapped_column(String(255), nullable=True)
- retry_count: Mapped[int] = mapped_column(sa.Integer, nullable=False, default=0)
-
- elapsed_time: Mapped[float | None] = mapped_column(sa.Float, nullable=True)
- total_tokens: Mapped[int | None] = mapped_column(sa.Integer, nullable=True)
-
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
created_by_role: Mapped[str] = mapped_column(String(255), nullable=False)
created_by: Mapped[str] = mapped_column(String(255), nullable=False)
-
- triggered_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
- finished_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
+ retry_count: Mapped[int] = mapped_column(sa.Integer, nullable=False, default=0)
+ elapsed_time: Mapped[float | None] = mapped_column(sa.Float, nullable=True, default=None)
+ total_tokens: Mapped[int | None] = mapped_column(sa.Integer, nullable=True, default=None)
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
+ triggered_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True, default=None)
+ finished_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True, default=None)
@property
def created_by_account(self):
@@ -228,7 +245,7 @@ class WorkflowTriggerLog(Base):
@property
def created_by_end_user(self):
- from models.model import EndUser
+ from .model import EndUser
created_by_role = CreatorUserRole(self.created_by_role)
return db.session.get(EndUser, self.created_by) if created_by_role == CreatorUserRole.END_USER else None
@@ -262,7 +279,7 @@ class WorkflowTriggerLog(Base):
}
-class WorkflowWebhookTrigger(Base):
+class WorkflowWebhookTrigger(TypeBase):
"""
Workflow Webhook Trigger
@@ -285,18 +302,23 @@ class WorkflowWebhookTrigger(Base):
sa.UniqueConstraint("webhook_id", name="uniq_webhook_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
node_id: Mapped[str] = mapped_column(String(64), nullable=False)
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
webhook_id: Mapped[str] = mapped_column(String(24), nullable=False)
created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
DateTime,
nullable=False,
server_default=func.current_timestamp(),
server_onupdate=func.current_timestamp(),
+ init=False,
)
@cached_property
@@ -314,7 +336,7 @@ class WorkflowWebhookTrigger(Base):
return generate_webhook_trigger_endpoint(self.webhook_id, True)
-class WorkflowPluginTrigger(Base):
+class WorkflowPluginTrigger(TypeBase):
"""
Workflow Plugin Trigger
@@ -339,23 +361,28 @@ class WorkflowPluginTrigger(Base):
sa.UniqueConstraint("app_id", "node_id", name="uniq_app_node_subscription"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
node_id: Mapped[str] = mapped_column(String(64), nullable=False)
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
provider_id: Mapped[str] = mapped_column(String(512), nullable=False)
event_name: Mapped[str] = mapped_column(String(255), nullable=False)
subscription_id: Mapped[str] = mapped_column(String(255), nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
DateTime,
nullable=False,
server_default=func.current_timestamp(),
server_onupdate=func.current_timestamp(),
+ init=False,
)
-class AppTrigger(Base):
+class AppTrigger(TypeBase):
"""
App Trigger
@@ -380,22 +407,27 @@ class AppTrigger(Base):
sa.Index("app_trigger_tenant_app_idx", "tenant_id", "app_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuidv7()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuidv7()), default_factory=lambda: str(uuidv7()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
node_id: Mapped[str | None] = mapped_column(String(64), nullable=False)
trigger_type: Mapped[str] = mapped_column(EnumText(AppTriggerType, length=50), nullable=False)
title: Mapped[str] = mapped_column(String(255), nullable=False)
- provider_name: Mapped[str] = mapped_column(String(255), server_default="", nullable=True)
+ provider_name: Mapped[str] = mapped_column(String(255), server_default="", default="") # why it is nullable?
status: Mapped[str] = mapped_column(
EnumText(AppTriggerStatus, length=50), nullable=False, default=AppTriggerStatus.ENABLED
)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
updated_at: Mapped[datetime] = mapped_column(
DateTime,
nullable=False,
default=naive_utc_now(),
server_onupdate=func.current_timestamp(),
+ init=False,
)
@@ -425,7 +457,13 @@ class WorkflowSchedulePlan(TypeBase):
sa.Index("workflow_schedule_plan_next_idx", "next_run_at"),
)
- id: Mapped[str] = mapped_column(StringUUID, primary_key=True, server_default=sa.text("uuidv7()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID,
+ primary_key=True,
+ insert_default=lambda: str(uuidv7()),
+ default_factory=lambda: str(uuidv7()),
+ init=False,
+ )
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
node_id: Mapped[str] = mapped_column(String(64), nullable=False)
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
diff --git a/api/models/types.py b/api/models/types.py
index cc69ae4f57..75dc495fed 100644
--- a/api/models/types.py
+++ b/api/models/types.py
@@ -2,11 +2,15 @@ import enum
import uuid
from typing import Any, Generic, TypeVar
-from sqlalchemy import CHAR, VARCHAR, TypeDecorator
-from sqlalchemy.dialects.postgresql import UUID
+import sqlalchemy as sa
+from sqlalchemy import CHAR, TEXT, VARCHAR, LargeBinary, TypeDecorator
+from sqlalchemy.dialects.mysql import LONGBLOB, LONGTEXT
+from sqlalchemy.dialects.postgresql import BYTEA, JSONB, UUID
from sqlalchemy.engine.interfaces import Dialect
from sqlalchemy.sql.type_api import TypeEngine
+from configs import dify_config
+
class StringUUID(TypeDecorator[uuid.UUID | str | None]):
impl = CHAR
@@ -34,6 +38,78 @@ class StringUUID(TypeDecorator[uuid.UUID | str | None]):
return str(value)
+class LongText(TypeDecorator[str | None]):
+ impl = TEXT
+ cache_ok = True
+
+ def process_bind_param(self, value: str | None, dialect: Dialect) -> str | None:
+ if value is None:
+ return value
+ return value
+
+ def load_dialect_impl(self, dialect: Dialect) -> TypeEngine[Any]:
+ if dialect.name == "postgresql":
+ return dialect.type_descriptor(TEXT())
+ elif dialect.name == "mysql":
+ return dialect.type_descriptor(LONGTEXT())
+ else:
+ return dialect.type_descriptor(TEXT())
+
+ def process_result_value(self, value: str | None, dialect: Dialect) -> str | None:
+ if value is None:
+ return value
+ return value
+
+
+class BinaryData(TypeDecorator[bytes | None]):
+ impl = LargeBinary
+ cache_ok = True
+
+ def process_bind_param(self, value: bytes | None, dialect: Dialect) -> bytes | None:
+ if value is None:
+ return value
+ return value
+
+ def load_dialect_impl(self, dialect: Dialect) -> TypeEngine[Any]:
+ if dialect.name == "postgresql":
+ return dialect.type_descriptor(BYTEA())
+ elif dialect.name == "mysql":
+ return dialect.type_descriptor(LONGBLOB())
+ else:
+ return dialect.type_descriptor(LargeBinary())
+
+ def process_result_value(self, value: bytes | None, dialect: Dialect) -> bytes | None:
+ if value is None:
+ return value
+ return value
+
+
+class AdjustedJSON(TypeDecorator[dict | list | None]):
+ impl = sa.JSON
+ cache_ok = True
+
+ def __init__(self, astext_type=None):
+ self.astext_type = astext_type
+ super().__init__()
+
+ def load_dialect_impl(self, dialect: Dialect) -> TypeEngine[Any]:
+ if dialect.name == "postgresql":
+ if self.astext_type:
+ return dialect.type_descriptor(JSONB(astext_type=self.astext_type))
+ else:
+ return dialect.type_descriptor(JSONB())
+ elif dialect.name == "mysql":
+ return dialect.type_descriptor(sa.JSON())
+ else:
+ return dialect.type_descriptor(sa.JSON())
+
+ def process_bind_param(self, value: dict | list | None, dialect: Dialect) -> dict | list | None:
+ return value
+
+ def process_result_value(self, value: dict | list | None, dialect: Dialect) -> dict | list | None:
+ return value
+
+
_E = TypeVar("_E", bound=enum.StrEnum)
@@ -77,3 +153,11 @@ class EnumText(TypeDecorator[_E | None], Generic[_E]):
if x is None or y is None:
return x is y
return x == y
+
+
+def adjusted_json_index(index_name, column_name):
+ index_name = index_name or f"{column_name}_idx"
+ if dify_config.DB_TYPE == "postgresql":
+ return sa.Index(index_name, column_name, postgresql_using="gin")
+ else:
+ return None
diff --git a/api/models/web.py b/api/models/web.py
index 7df5bd6e87..b2832aa163 100644
--- a/api/models/web.py
+++ b/api/models/web.py
@@ -1,11 +1,11 @@
from datetime import datetime
+from uuid import uuid4
import sqlalchemy as sa
from sqlalchemy import DateTime, String, func
from sqlalchemy.orm import Mapped, mapped_column
-from models.base import TypeBase
-
+from .base import TypeBase
from .engine import db
from .model import Message
from .types import StringUUID
@@ -18,12 +18,12 @@ class SavedMessage(TypeBase):
sa.Index("saved_message_message_idx", "app_id", "message_id", "created_by_role", "created_by"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
message_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
- created_by_role: Mapped[str] = mapped_column(
- String(255), nullable=False, server_default=sa.text("'end_user'::character varying")
- )
+ created_by_role: Mapped[str] = mapped_column(String(255), nullable=False, server_default=sa.text("'end_user'"))
created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
created_at: Mapped[datetime] = mapped_column(
DateTime,
@@ -44,13 +44,15 @@ class PinnedConversation(TypeBase):
sa.Index("pinned_conversation_conversation_idx", "app_id", "conversation_id", "created_by_role", "created_by"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"), init=False)
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
conversation_id: Mapped[str] = mapped_column(StringUUID)
created_by_role: Mapped[str] = mapped_column(
String(255),
nullable=False,
- server_default=sa.text("'end_user'::character varying"),
+ server_default=sa.text("'end_user'"),
)
created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
created_at: Mapped[datetime] = mapped_column(
diff --git a/api/models/workflow.py b/api/models/workflow.py
index 4eff16dda2..42ee8a1f2b 100644
--- a/api/models/workflow.py
+++ b/api/models/workflow.py
@@ -7,7 +7,19 @@ from typing import TYPE_CHECKING, Any, Optional, Union, cast
from uuid import uuid4
import sqlalchemy as sa
-from sqlalchemy import DateTime, Select, exists, orm, select
+from sqlalchemy import (
+ DateTime,
+ Index,
+ PrimaryKeyConstraint,
+ Select,
+ String,
+ UniqueConstraint,
+ exists,
+ func,
+ orm,
+ select,
+)
+from sqlalchemy.orm import Mapped, declared_attr, mapped_column
from core.file.constants import maybe_file_object
from core.file.models import File
@@ -17,7 +29,8 @@ from core.workflow.constants import (
CONVERSATION_VARIABLE_NODE_ID,
SYSTEM_VARIABLE_NODE_ID,
)
-from core.workflow.enums import NodeType, WorkflowExecutionStatus
+from core.workflow.entities.pause_reason import HumanInputRequired, PauseReason, PauseReasonType, SchedulingPause
+from core.workflow.enums import NodeType
from extensions.ext_storage import Storage
from factories.variable_factory import TypeMismatchError, build_segment_with_type
from libs.datetime_utils import naive_utc_now
@@ -26,10 +39,8 @@ from libs.uuid_utils import uuidv7
from ._workflow_exc import NodeNotFoundError, WorkflowDataError
if TYPE_CHECKING:
- from models.model import AppMode, UploadFile
+ from .model import AppMode, UploadFile
-from sqlalchemy import Index, PrimaryKeyConstraint, String, UniqueConstraint, func
-from sqlalchemy.orm import Mapped, declared_attr, mapped_column
from constants import DEFAULT_FILE_NUMBER_LIMITS, HIDDEN_VALUE
from core.helper import encrypter
@@ -38,10 +49,10 @@ from factories import variable_factory
from libs import helper
from .account import Account
-from .base import Base, DefaultFieldsMixin
+from .base import Base, DefaultFieldsMixin, TypeBase
from .engine import db
from .enums import CreatorUserRole, DraftVariableType, ExecutionOffLoadType
-from .types import EnumText, StringUUID
+from .types import EnumText, LongText, StringUUID
logger = logging.getLogger(__name__)
@@ -76,7 +87,7 @@ class WorkflowType(StrEnum):
:param app_mode: app mode
:return: workflow type
"""
- from models.model import AppMode
+ from .model import AppMode
app_mode = app_mode if isinstance(app_mode, AppMode) else AppMode.value_of(app_mode)
return cls.WORKFLOW if app_mode == AppMode.WORKFLOW else cls.CHAT
@@ -86,7 +97,7 @@ class _InvalidGraphDefinitionError(Exception):
pass
-class Workflow(Base):
+class Workflow(Base): # bug
"""
Workflow, for `Workflow App` and `Chat App workflow mode`.
@@ -125,15 +136,15 @@ class Workflow(Base):
sa.Index("workflow_version_idx", "tenant_id", "app_id", "version"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
tenant_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
type: Mapped[str] = mapped_column(String(255), nullable=False)
version: Mapped[str] = mapped_column(String(255), nullable=False)
- marked_name: Mapped[str] = mapped_column(default="", server_default="")
- marked_comment: Mapped[str] = mapped_column(default="", server_default="")
- graph: Mapped[str] = mapped_column(sa.Text)
- _features: Mapped[str] = mapped_column("features", sa.TEXT)
+ marked_name: Mapped[str] = mapped_column(String(255), default="", server_default="")
+ marked_comment: Mapped[str] = mapped_column(String(255), default="", server_default="")
+ graph: Mapped[str] = mapped_column(LongText)
+ _features: Mapped[str] = mapped_column("features", LongText)
created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
updated_by: Mapped[str | None] = mapped_column(StringUUID)
@@ -144,14 +155,12 @@ class Workflow(Base):
server_default=func.current_timestamp(),
onupdate=func.current_timestamp(),
)
- _environment_variables: Mapped[str] = mapped_column(
- "environment_variables", sa.Text, nullable=False, server_default="{}"
- )
+ _environment_variables: Mapped[str] = mapped_column("environment_variables", LongText, nullable=False, default="{}")
_conversation_variables: Mapped[str] = mapped_column(
- "conversation_variables", sa.Text, nullable=False, server_default="{}"
+ "conversation_variables", LongText, nullable=False, default="{}"
)
_rag_pipeline_variables: Mapped[str] = mapped_column(
- "rag_pipeline_variables", sa.Text, nullable=False, server_default="{}"
+ "rag_pipeline_variables", LongText, nullable=False, default="{}"
)
VERSION_DRAFT = "draft"
@@ -405,7 +414,7 @@ class Workflow(Base):
For accurate checking, use a direct query with tenant_id, app_id, and version.
"""
- from models.tools import WorkflowToolProvider
+ from .tools import WorkflowToolProvider
stmt = select(
exists().where(
@@ -588,7 +597,7 @@ class WorkflowRun(Base):
sa.Index("workflow_run_triggerd_from_idx", "tenant_id", "app_id", "triggered_from"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
tenant_id: Mapped[str] = mapped_column(StringUUID)
app_id: Mapped[str] = mapped_column(StringUUID)
@@ -596,14 +605,11 @@ class WorkflowRun(Base):
type: Mapped[str] = mapped_column(String(255))
triggered_from: Mapped[str] = mapped_column(String(255))
version: Mapped[str] = mapped_column(String(255))
- graph: Mapped[str | None] = mapped_column(sa.Text)
- inputs: Mapped[str | None] = mapped_column(sa.Text)
- status: Mapped[str] = mapped_column(
- EnumText(WorkflowExecutionStatus, length=255),
- nullable=False,
- )
- outputs: Mapped[str | None] = mapped_column(sa.Text, default="{}")
- error: Mapped[str | None] = mapped_column(sa.Text)
+ graph: Mapped[str | None] = mapped_column(LongText)
+ inputs: Mapped[str | None] = mapped_column(LongText)
+ status: Mapped[str] = mapped_column(String(255)) # running, succeeded, failed, stopped, partial-succeeded
+ outputs: Mapped[str | None] = mapped_column(LongText, default="{}")
+ error: Mapped[str | None] = mapped_column(LongText)
elapsed_time: Mapped[float] = mapped_column(sa.Float, nullable=False, server_default=sa.text("0"))
total_tokens: Mapped[int] = mapped_column(sa.BigInteger, server_default=sa.text("0"))
total_steps: Mapped[int] = mapped_column(sa.Integer, server_default=sa.text("0"), nullable=True)
@@ -629,7 +635,7 @@ class WorkflowRun(Base):
@property
def created_by_end_user(self):
- from models.model import EndUser
+ from .model import EndUser
created_by_role = CreatorUserRole(self.created_by_role)
return db.session.get(EndUser, self.created_by) if created_by_role == CreatorUserRole.END_USER else None
@@ -648,7 +654,7 @@ class WorkflowRun(Base):
@property
def message(self):
- from models.model import Message
+ from .model import Message
return (
db.session.query(Message).where(Message.app_id == self.app_id, Message.workflow_run_id == self.id).first()
@@ -811,7 +817,7 @@ class WorkflowNodeExecutionModel(Base): # This model is expected to have `offlo
),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, default=lambda: str(uuid4()))
tenant_id: Mapped[str] = mapped_column(StringUUID)
app_id: Mapped[str] = mapped_column(StringUUID)
workflow_id: Mapped[str] = mapped_column(StringUUID)
@@ -823,13 +829,13 @@ class WorkflowNodeExecutionModel(Base): # This model is expected to have `offlo
node_id: Mapped[str] = mapped_column(String(255))
node_type: Mapped[str] = mapped_column(String(255))
title: Mapped[str] = mapped_column(String(255))
- inputs: Mapped[str | None] = mapped_column(sa.Text)
- process_data: Mapped[str | None] = mapped_column(sa.Text)
- outputs: Mapped[str | None] = mapped_column(sa.Text)
+ inputs: Mapped[str | None] = mapped_column(LongText)
+ process_data: Mapped[str | None] = mapped_column(LongText)
+ outputs: Mapped[str | None] = mapped_column(LongText)
status: Mapped[str] = mapped_column(String(255))
- error: Mapped[str | None] = mapped_column(sa.Text)
+ error: Mapped[str | None] = mapped_column(LongText)
elapsed_time: Mapped[float] = mapped_column(sa.Float, server_default=sa.text("0"))
- execution_metadata: Mapped[str | None] = mapped_column(sa.Text)
+ execution_metadata: Mapped[str | None] = mapped_column(LongText)
created_at: Mapped[datetime] = mapped_column(DateTime, server_default=func.current_timestamp())
created_by_role: Mapped[str] = mapped_column(String(255))
created_by: Mapped[str] = mapped_column(StringUUID)
@@ -864,16 +870,20 @@ class WorkflowNodeExecutionModel(Base): # This model is expected to have `offlo
@property
def created_by_account(self):
created_by_role = CreatorUserRole(self.created_by_role)
- # TODO(-LAN-): Avoid using db.session.get() here.
- return db.session.get(Account, self.created_by) if created_by_role == CreatorUserRole.ACCOUNT else None
+ if created_by_role == CreatorUserRole.ACCOUNT:
+ stmt = select(Account).where(Account.id == self.created_by)
+ return db.session.scalar(stmt)
+ return None
@property
def created_by_end_user(self):
- from models.model import EndUser
+ from .model import EndUser
created_by_role = CreatorUserRole(self.created_by_role)
- # TODO(-LAN-): Avoid using db.session.get() here.
- return db.session.get(EndUser, self.created_by) if created_by_role == CreatorUserRole.END_USER else None
+ if created_by_role == CreatorUserRole.END_USER:
+ stmt = select(EndUser).where(EndUser.id == self.created_by)
+ return db.session.scalar(stmt)
+ return None
@property
def inputs_dict(self):
@@ -900,8 +910,6 @@ class WorkflowNodeExecutionModel(Base): # This model is expected to have `offlo
extras: dict[str, Any] = {}
if self.execution_metadata_dict:
- from core.workflow.nodes import NodeType
-
if self.node_type == NodeType.TOOL and "tool_info" in self.execution_metadata_dict:
tool_info: dict[str, Any] = self.execution_metadata_dict["tool_info"]
extras["icon"] = ToolManager.get_tool_icon(
@@ -986,7 +994,7 @@ class WorkflowNodeExecutionOffload(Base):
id: Mapped[str] = mapped_column(
StringUUID,
primary_key=True,
- server_default=sa.text("uuidv7()"),
+ default=lambda: str(uuid4()),
)
created_at: Mapped[datetime] = mapped_column(
@@ -1059,7 +1067,7 @@ class WorkflowAppLogCreatedFrom(StrEnum):
raise ValueError(f"invalid workflow app log created from value {value}")
-class WorkflowAppLog(Base):
+class WorkflowAppLog(TypeBase):
"""
Workflow App execution log, excluding workflow debugging records.
@@ -1095,7 +1103,9 @@ class WorkflowAppLog(Base):
sa.Index("workflow_app_log_workflow_run_id_idx", "workflow_run_id"),
)
- id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(
+ StringUUID, insert_default=lambda: str(uuid4()), default_factory=lambda: str(uuid4()), init=False
+ )
tenant_id: Mapped[str] = mapped_column(StringUUID)
app_id: Mapped[str] = mapped_column(StringUUID)
workflow_id: Mapped[str] = mapped_column(StringUUID, nullable=False)
@@ -1103,7 +1113,9 @@ class WorkflowAppLog(Base):
created_from: Mapped[str] = mapped_column(String(255), nullable=False)
created_by_role: Mapped[str] = mapped_column(String(255), nullable=False)
created_by: Mapped[str] = mapped_column(StringUUID, nullable=False)
- created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp())
+ created_at: Mapped[datetime] = mapped_column(
+ DateTime, nullable=False, server_default=func.current_timestamp(), init=False
+ )
@property
def workflow_run(self):
@@ -1125,7 +1137,7 @@ class WorkflowAppLog(Base):
@property
def created_by_end_user(self):
- from models.model import EndUser
+ from .model import EndUser
created_by_role = CreatorUserRole(self.created_by_role)
return db.session.get(EndUser, self.created_by) if created_by_role == CreatorUserRole.END_USER else None
@@ -1144,29 +1156,20 @@ class WorkflowAppLog(Base):
}
-class ConversationVariable(Base):
+class ConversationVariable(TypeBase):
__tablename__ = "workflow_conversation_variables"
id: Mapped[str] = mapped_column(StringUUID, primary_key=True)
conversation_id: Mapped[str] = mapped_column(StringUUID, nullable=False, primary_key=True, index=True)
app_id: Mapped[str] = mapped_column(StringUUID, nullable=False, index=True)
- data: Mapped[str] = mapped_column(sa.Text, nullable=False)
+ data: Mapped[str] = mapped_column(LongText, nullable=False)
created_at: Mapped[datetime] = mapped_column(
- DateTime, nullable=False, server_default=func.current_timestamp(), index=True
+ DateTime, nullable=False, server_default=func.current_timestamp(), index=True, init=False
)
updated_at: Mapped[datetime] = mapped_column(
- DateTime,
- nullable=False,
- server_default=func.current_timestamp(),
- onupdate=func.current_timestamp(),
+ DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp(), init=False
)
- def __init__(self, *, id: str, app_id: str, conversation_id: str, data: str):
- self.id = id
- self.app_id = app_id
- self.conversation_id = conversation_id
- self.data = data
-
@classmethod
def from_variable(cls, *, app_id: str, conversation_id: str, variable: Variable) -> "ConversationVariable":
obj = cls(
@@ -1214,7 +1217,7 @@ class WorkflowDraftVariable(Base):
__allow_unmapped__ = True
# id is the unique identifier of a draft variable.
- id: Mapped[str] = mapped_column(StringUUID, primary_key=True, server_default=sa.text("uuid_generate_v4()"))
+ id: Mapped[str] = mapped_column(StringUUID, primary_key=True, default=lambda: str(uuid4()))
created_at: Mapped[datetime] = mapped_column(
DateTime,
@@ -1280,7 +1283,7 @@ class WorkflowDraftVariable(Base):
# The variable's value serialized as a JSON string
#
# If the variable is offloaded, `value` contains a truncated version, not the full original value.
- value: Mapped[str] = mapped_column(sa.Text, nullable=False, name="value")
+ value: Mapped[str] = mapped_column(LongText, nullable=False, name="value")
# Controls whether the variable should be displayed in the variable inspection panel
visible: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, default=True)
@@ -1592,8 +1595,7 @@ class WorkflowDraftVariableFile(Base):
id: Mapped[str] = mapped_column(
StringUUID,
primary_key=True,
- default=uuidv7,
- server_default=sa.text("uuidv7()"),
+ default=lambda: str(uuidv7()),
)
created_at: Mapped[datetime] = mapped_column(
@@ -1729,3 +1731,68 @@ class WorkflowPause(DefaultFieldsMixin, Base):
primaryjoin="WorkflowPause.workflow_run_id == WorkflowRun.id",
back_populates="pause",
)
+
+
+class WorkflowPauseReason(DefaultFieldsMixin, Base):
+ __tablename__ = "workflow_pause_reasons"
+
+ # `pause_id` represents the identifier of the pause,
+ # correspond to the `id` field of `WorkflowPause`.
+ pause_id: Mapped[str] = mapped_column(StringUUID, nullable=False, index=True)
+
+ type_: Mapped[PauseReasonType] = mapped_column(EnumText(PauseReasonType), nullable=False)
+
+ # form_id is not empty if and if only type_ == PauseReasonType.HUMAN_INPUT_REQUIRED
+ #
+ form_id: Mapped[str] = mapped_column(
+ String(36),
+ nullable=False,
+ default="",
+ )
+
+ # message records the text description of this pause reason. For example,
+ # "The workflow has been paused due to scheduling."
+ #
+ # Empty message means that this pause reason is not speified.
+ message: Mapped[str] = mapped_column(
+ String(255),
+ nullable=False,
+ default="",
+ )
+
+ # `node_id` is the identifier of node causing the pasue, correspond to
+ # `Node.id`. Empty `node_id` means that this pause reason is not caused by any specific node
+ # (E.G. time slicing pauses.)
+ node_id: Mapped[str] = mapped_column(
+ String(255),
+ nullable=False,
+ default="",
+ )
+
+ # Relationship to WorkflowPause
+ pause: Mapped[WorkflowPause] = orm.relationship(
+ foreign_keys=[pause_id],
+ # require explicit preloading.
+ lazy="raise",
+ uselist=False,
+ primaryjoin="WorkflowPauseReason.pause_id == WorkflowPause.id",
+ )
+
+ @classmethod
+ def from_entity(cls, pause_reason: PauseReason) -> "WorkflowPauseReason":
+ if isinstance(pause_reason, HumanInputRequired):
+ return cls(
+ type_=PauseReasonType.HUMAN_INPUT_REQUIRED, form_id=pause_reason.form_id, node_id=pause_reason.node_id
+ )
+ elif isinstance(pause_reason, SchedulingPause):
+ return cls(type_=PauseReasonType.SCHEDULED_PAUSE, message=pause_reason.message, node_id="")
+ else:
+ raise AssertionError(f"Unknown pause reason type: {pause_reason}")
+
+ def to_entity(self) -> PauseReason:
+ if self.type_ == PauseReasonType.HUMAN_INPUT_REQUIRED:
+ return HumanInputRequired(form_id=self.form_id, node_id=self.node_id)
+ elif self.type_ == PauseReasonType.SCHEDULED_PAUSE:
+ return SchedulingPause(message=self.message)
+ else:
+ raise AssertionError(f"Unknown pause reason type: {self.type_}")
diff --git a/api/pyproject.toml b/api/pyproject.toml
index 1cf7d719ea..a31fd758cc 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -1,6 +1,6 @@
[project]
name = "dify-api"
-version = "1.10.0"
+version = "1.10.1"
requires-python = ">=3.11,<3.13"
dependencies = [
@@ -34,6 +34,7 @@ dependencies = [
"langfuse~=2.51.3",
"langsmith~=0.1.77",
"markdown~=3.5.1",
+ "mlflow-skinny>=3.0.0",
"numpy~=1.26.4",
"openpyxl~=3.1.5",
"opik~=1.8.72",
@@ -202,7 +203,7 @@ vdb = [
"alibabacloud_gpdb20160503~=3.8.0",
"alibabacloud_tea_openapi~=0.3.9",
"chromadb==0.5.20",
- "clickhouse-connect~=0.7.16",
+ "clickhouse-connect~=0.10.0",
"clickzetta-connector-python>=0.8.102",
"couchbase~=4.3.0",
"elasticsearch==8.14.0",
diff --git a/api/repositories/api_workflow_run_repository.py b/api/repositories/api_workflow_run_repository.py
index 21fd57cd22..fd547c78ba 100644
--- a/api/repositories/api_workflow_run_repository.py
+++ b/api/repositories/api_workflow_run_repository.py
@@ -38,11 +38,12 @@ from collections.abc import Sequence
from datetime import datetime
from typing import Protocol
-from core.workflow.entities.workflow_pause import WorkflowPauseEntity
+from core.workflow.entities.pause_reason import PauseReason
from core.workflow.repositories.workflow_execution_repository import WorkflowExecutionRepository
from libs.infinite_scroll_pagination import InfiniteScrollPagination
from models.enums import WorkflowRunTriggeredFrom
from models.workflow import WorkflowRun
+from repositories.entities.workflow_pause import WorkflowPauseEntity
from repositories.types import (
AverageInteractionStats,
DailyRunsStats,
@@ -257,6 +258,7 @@ class APIWorkflowRunRepository(WorkflowExecutionRepository, Protocol):
workflow_run_id: str,
state_owner_user_id: str,
state: str,
+ pause_reasons: Sequence[PauseReason],
) -> WorkflowPauseEntity:
"""
Create a new workflow pause state.
diff --git a/api/core/workflow/entities/workflow_pause.py b/api/repositories/entities/workflow_pause.py
similarity index 77%
rename from api/core/workflow/entities/workflow_pause.py
rename to api/repositories/entities/workflow_pause.py
index 2f31c1ff53..b970f39816 100644
--- a/api/core/workflow/entities/workflow_pause.py
+++ b/api/repositories/entities/workflow_pause.py
@@ -7,8 +7,11 @@ and don't contain implementation details like tenant_id, app_id, etc.
"""
from abc import ABC, abstractmethod
+from collections.abc import Sequence
from datetime import datetime
+from core.workflow.entities.pause_reason import PauseReason
+
class WorkflowPauseEntity(ABC):
"""
@@ -59,3 +62,15 @@ class WorkflowPauseEntity(ABC):
the pause is not resumed yet.
"""
pass
+
+ @abstractmethod
+ def get_pause_reasons(self) -> Sequence[PauseReason]:
+ """
+ Retrieve detailed reasons for this pause.
+
+ Returns a sequence of `PauseReason` objects describing the specific nodes and
+ reasons for which the workflow execution was paused.
+ This information is related to, but distinct from, the `PauseReason` type
+ defined in `api/core/workflow/entities/pause_reason.py`.
+ """
+ ...
diff --git a/api/repositories/sqlalchemy_api_workflow_run_repository.py b/api/repositories/sqlalchemy_api_workflow_run_repository.py
index 0d52c56138..b172c6a3ac 100644
--- a/api/repositories/sqlalchemy_api_workflow_run_repository.py
+++ b/api/repositories/sqlalchemy_api_workflow_run_repository.py
@@ -31,17 +31,19 @@ from sqlalchemy import and_, delete, func, null, or_, select
from sqlalchemy.engine import CursorResult
from sqlalchemy.orm import Session, selectinload, sessionmaker
-from core.workflow.entities.workflow_pause import WorkflowPauseEntity
+from core.workflow.entities.pause_reason import HumanInputRequired, PauseReason, SchedulingPause
from core.workflow.enums import WorkflowExecutionStatus
from extensions.ext_storage import storage
from libs.datetime_utils import naive_utc_now
+from libs.helper import convert_datetime_to_date
from libs.infinite_scroll_pagination import InfiniteScrollPagination
from libs.time_parser import get_time_threshold
from libs.uuid_utils import uuidv7
from models.enums import WorkflowRunTriggeredFrom
from models.workflow import WorkflowPause as WorkflowPauseModel
-from models.workflow import WorkflowRun
+from models.workflow import WorkflowPauseReason, WorkflowRun
from repositories.api_workflow_run_repository import APIWorkflowRunRepository
+from repositories.entities.workflow_pause import WorkflowPauseEntity
from repositories.types import (
AverageInteractionStats,
DailyRunsStats,
@@ -317,6 +319,7 @@ class DifyAPISQLAlchemyWorkflowRunRepository(APIWorkflowRunRepository):
workflow_run_id: str,
state_owner_user_id: str,
state: str,
+ pause_reasons: Sequence[PauseReason],
) -> WorkflowPauseEntity:
"""
Create a new workflow pause state.
@@ -370,6 +373,25 @@ class DifyAPISQLAlchemyWorkflowRunRepository(APIWorkflowRunRepository):
pause_model.workflow_run_id = workflow_run.id
pause_model.state_object_key = state_obj_key
pause_model.created_at = naive_utc_now()
+ pause_reason_models = []
+ for reason in pause_reasons:
+ if isinstance(reason, HumanInputRequired):
+ # TODO(QuantumGhost): record node_id for `WorkflowPauseReason`
+ pause_reason_model = WorkflowPauseReason(
+ pause_id=pause_model.id,
+ type_=reason.TYPE,
+ form_id=reason.form_id,
+ )
+ elif isinstance(reason, SchedulingPause):
+ pause_reason_model = WorkflowPauseReason(
+ pause_id=pause_model.id,
+ type_=reason.TYPE,
+ message=reason.message,
+ )
+ else:
+ raise AssertionError(f"unkown reason type: {type(reason)}")
+
+ pause_reason_models.append(pause_reason_model)
# Update workflow run status
workflow_run.status = WorkflowExecutionStatus.PAUSED
@@ -377,10 +399,16 @@ class DifyAPISQLAlchemyWorkflowRunRepository(APIWorkflowRunRepository):
# Save everything in a transaction
session.add(pause_model)
session.add(workflow_run)
+ session.add_all(pause_reason_models)
logger.info("Created workflow pause %s for workflow run %s", pause_model.id, workflow_run_id)
- return _PrivateWorkflowPauseEntity.from_models(pause_model)
+ return _PrivateWorkflowPauseEntity(pause_model=pause_model, reason_models=pause_reason_models)
+
+ def _get_reasons_by_pause_id(self, session: Session, pause_id: str):
+ reason_stmt = select(WorkflowPauseReason).where(WorkflowPauseReason.pause_id == pause_id)
+ pause_reason_models = session.scalars(reason_stmt).all()
+ return pause_reason_models
def get_workflow_pause(
self,
@@ -412,8 +440,16 @@ class DifyAPISQLAlchemyWorkflowRunRepository(APIWorkflowRunRepository):
pause_model = workflow_run.pause
if pause_model is None:
return None
+ pause_reason_models = self._get_reasons_by_pause_id(session, pause_model.id)
- return _PrivateWorkflowPauseEntity.from_models(pause_model)
+ human_input_form: list[Any] = []
+ # TODO(QuantumGhost): query human_input_forms model and rebuild PauseReason
+
+ return _PrivateWorkflowPauseEntity(
+ pause_model=pause_model,
+ reason_models=pause_reason_models,
+ human_input_form=human_input_form,
+ )
def resume_workflow_pause(
self,
@@ -465,6 +501,8 @@ class DifyAPISQLAlchemyWorkflowRunRepository(APIWorkflowRunRepository):
if pause_model.resumed_at is not None:
raise _WorkflowRunError(f"Cannot resume an already resumed pause, pause_id={pause_model.id}")
+ pause_reasons = self._get_reasons_by_pause_id(session, pause_model.id)
+
# Mark as resumed
pause_model.resumed_at = naive_utc_now()
workflow_run.pause_id = None # type: ignore
@@ -475,7 +513,7 @@ class DifyAPISQLAlchemyWorkflowRunRepository(APIWorkflowRunRepository):
logger.info("Resumed workflow pause %s for workflow run %s", pause_model.id, workflow_run_id)
- return _PrivateWorkflowPauseEntity.from_models(pause_model)
+ return _PrivateWorkflowPauseEntity(pause_model=pause_model, reason_models=pause_reasons)
def delete_workflow_pause(
self,
@@ -599,8 +637,9 @@ class DifyAPISQLAlchemyWorkflowRunRepository(APIWorkflowRunRepository):
"""
Get daily runs statistics using raw SQL for optimal performance.
"""
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
COUNT(id) AS runs
FROM
workflow_runs
@@ -646,8 +685,9 @@ WHERE
"""
Get daily terminals statistics using raw SQL for optimal performance.
"""
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
COUNT(DISTINCT created_by) AS terminal_count
FROM
workflow_runs
@@ -693,8 +733,9 @@ WHERE
"""
Get daily token cost statistics using raw SQL for optimal performance.
"""
- sql_query = """SELECT
- DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ converted_created_at = convert_datetime_to_date("created_at")
+ sql_query = f"""SELECT
+ {converted_created_at} AS date,
SUM(total_tokens) AS token_count
FROM
workflow_runs
@@ -745,13 +786,14 @@ WHERE
"""
Get average app interaction statistics using raw SQL for optimal performance.
"""
- sql_query = """SELECT
+ converted_created_at = convert_datetime_to_date("c.created_at")
+ sql_query = f"""SELECT
AVG(sub.interactions) AS interactions,
sub.date
FROM
(
SELECT
- DATE(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
+ {converted_created_at} AS date,
c.created_by,
COUNT(c.id) AS interactions
FROM
@@ -760,8 +802,8 @@ FROM
c.tenant_id = :tenant_id
AND c.app_id = :app_id
AND c.triggered_from = :triggered_from
- {{start}}
- {{end}}
+ {{{{start}}}}
+ {{{{end}}}}
GROUP BY
date, c.created_by
) sub
@@ -810,26 +852,13 @@ class _PrivateWorkflowPauseEntity(WorkflowPauseEntity):
self,
*,
pause_model: WorkflowPauseModel,
+ reason_models: Sequence[WorkflowPauseReason],
+ human_input_form: Sequence = (),
) -> None:
self._pause_model = pause_model
+ self._reason_models = reason_models
self._cached_state: bytes | None = None
-
- @classmethod
- def from_models(cls, workflow_pause_model) -> "_PrivateWorkflowPauseEntity":
- """
- Create a _PrivateWorkflowPauseEntity from database models.
-
- Args:
- workflow_pause_model: The WorkflowPause database model
- upload_file_model: The UploadFile database model
-
- Returns:
- _PrivateWorkflowPauseEntity: The constructed entity
-
- Raises:
- ValueError: If required model attributes are missing
- """
- return cls(pause_model=workflow_pause_model)
+ self._human_input_form = human_input_form
@property
def id(self) -> str:
@@ -862,3 +891,6 @@ class _PrivateWorkflowPauseEntity(WorkflowPauseEntity):
@property
def resumed_at(self) -> datetime | None:
return self._pause_model.resumed_at
+
+ def get_pause_reasons(self) -> Sequence[PauseReason]:
+ return [reason.to_entity() for reason in self._reason_models]
diff --git a/api/schedule/workflow_schedule_task.py b/api/schedule/workflow_schedule_task.py
index 41e2232353..d68b9565ec 100644
--- a/api/schedule/workflow_schedule_task.py
+++ b/api/schedule/workflow_schedule_task.py
@@ -9,7 +9,6 @@ from extensions.ext_database import db
from libs.datetime_utils import naive_utc_now
from libs.schedule_utils import calculate_next_run_at
from models.trigger import AppTrigger, AppTriggerStatus, AppTriggerType, WorkflowSchedulePlan
-from services.workflow.queue_dispatcher import QueueDispatcherManager
from tasks.workflow_schedule_tasks import run_schedule_trigger
logger = logging.getLogger(__name__)
@@ -29,7 +28,6 @@ def poll_workflow_schedules() -> None:
with session_factory() as session:
total_dispatched = 0
- total_rate_limited = 0
# Process in batches until we've handled all due schedules or hit the limit
while True:
@@ -38,11 +36,10 @@ def poll_workflow_schedules() -> None:
if not due_schedules:
break
- dispatched_count, rate_limited_count = _process_schedules(session, due_schedules)
+ dispatched_count = _process_schedules(session, due_schedules)
total_dispatched += dispatched_count
- total_rate_limited += rate_limited_count
- logger.debug("Batch processed: %d dispatched, %d rate limited", dispatched_count, rate_limited_count)
+ logger.debug("Batch processed: %d dispatched", dispatched_count)
# Circuit breaker: check if we've hit the per-tick limit (if enabled)
if (
@@ -55,8 +52,8 @@ def poll_workflow_schedules() -> None:
)
break
- if total_dispatched > 0 or total_rate_limited > 0:
- logger.info("Total processed: %d dispatched, %d rate limited", total_dispatched, total_rate_limited)
+ if total_dispatched > 0:
+ logger.info("Total processed: %d dispatched", total_dispatched)
def _fetch_due_schedules(session: Session) -> list[WorkflowSchedulePlan]:
@@ -93,15 +90,12 @@ def _fetch_due_schedules(session: Session) -> list[WorkflowSchedulePlan]:
return list(due_schedules)
-def _process_schedules(session: Session, schedules: list[WorkflowSchedulePlan]) -> tuple[int, int]:
+def _process_schedules(session: Session, schedules: list[WorkflowSchedulePlan]) -> int:
"""Process schedules: check quota, update next run time and dispatch to Celery in parallel."""
if not schedules:
- return 0, 0
+ return 0
- dispatcher_manager = QueueDispatcherManager()
tasks_to_dispatch: list[str] = []
- rate_limited_count = 0
-
for schedule in schedules:
next_run_at = calculate_next_run_at(
schedule.cron_expression,
@@ -109,12 +103,7 @@ def _process_schedules(session: Session, schedules: list[WorkflowSchedulePlan])
)
schedule.next_run_at = next_run_at
- dispatcher = dispatcher_manager.get_dispatcher(schedule.tenant_id)
- if not dispatcher.check_daily_quota(schedule.tenant_id):
- logger.info("Tenant %s rate limited, skipping schedule_plan %s", schedule.tenant_id, schedule.id)
- rate_limited_count += 1
- else:
- tasks_to_dispatch.append(schedule.id)
+ tasks_to_dispatch.append(schedule.id)
if tasks_to_dispatch:
job = group(run_schedule_trigger.s(schedule_id) for schedule_id in tasks_to_dispatch)
@@ -124,4 +113,4 @@ def _process_schedules(session: Session, schedules: list[WorkflowSchedulePlan])
session.commit()
- return len(tasks_to_dispatch), rate_limited_count
+ return len(tasks_to_dispatch)
diff --git a/api/services/account_service.py b/api/services/account_service.py
index 13c3993fb5..ac6d1bde77 100644
--- a/api/services/account_service.py
+++ b/api/services/account_service.py
@@ -1352,7 +1352,7 @@ class RegisterService:
@classmethod
def invite_new_member(
- cls, tenant: Tenant, email: str, language: str, role: str = "normal", inviter: Account | None = None
+ cls, tenant: Tenant, email: str, language: str | None, role: str = "normal", inviter: Account | None = None
) -> str:
if not inviter:
raise ValueError("Inviter is required")
diff --git a/api/services/app_dsl_service.py b/api/services/app_dsl_service.py
index 15fefd6116..1dd6faea5d 100644
--- a/api/services/app_dsl_service.py
+++ b/api/services/app_dsl_service.py
@@ -550,7 +550,7 @@ class AppDslService:
"app": {
"name": app_model.name,
"mode": app_model.mode,
- "icon": "🤖" if app_model.icon_type == "image" else app_model.icon,
+ "icon": app_model.icon if app_model.icon_type == "image" else "🤖",
"icon_background": "#FFEAD5" if app_model.icon_type == "image" else app_model.icon_background,
"description": app_model.description,
"use_icon_as_answer_icon": app_model.use_icon_as_answer_icon,
diff --git a/api/services/app_generate_service.py b/api/services/app_generate_service.py
index 5b09bd9593..dc85929b98 100644
--- a/api/services/app_generate_service.py
+++ b/api/services/app_generate_service.py
@@ -10,19 +10,14 @@ from core.app.apps.completion.app_generator import CompletionAppGenerator
from core.app.apps.workflow.app_generator import WorkflowAppGenerator
from core.app.entities.app_invoke_entities import InvokeFrom
from core.app.features.rate_limiting import RateLimit
-from enums.cloud_plan import CloudPlan
-from libs.helper import RateLimiter
+from enums.quota_type import QuotaType, unlimited
from models.model import Account, App, AppMode, EndUser
from models.workflow import Workflow
-from services.billing_service import BillingService
-from services.errors.app import WorkflowIdFormatError, WorkflowNotFoundError
-from services.errors.llm import InvokeRateLimitError
+from services.errors.app import InvokeRateLimitError, QuotaExceededError, WorkflowIdFormatError, WorkflowNotFoundError
from services.workflow_service import WorkflowService
class AppGenerateService:
- system_rate_limiter = RateLimiter("app_daily_rate_limiter", dify_config.APP_DAILY_RATE_LIMIT, 86400)
-
@classmethod
def generate(
cls,
@@ -42,17 +37,12 @@ class AppGenerateService:
:param streaming: streaming
:return:
"""
- # system level rate limiter
+ quota_charge = unlimited()
if dify_config.BILLING_ENABLED:
- # check if it's free plan
- limit_info = BillingService.get_info(app_model.tenant_id)
- if limit_info["subscription"]["plan"] == CloudPlan.SANDBOX:
- if cls.system_rate_limiter.is_rate_limited(app_model.tenant_id):
- raise InvokeRateLimitError(
- "Rate limit exceeded, please upgrade your plan "
- f"or your RPD was {dify_config.APP_DAILY_RATE_LIMIT} requests/day"
- )
- cls.system_rate_limiter.increment_rate_limit(app_model.tenant_id)
+ try:
+ quota_charge = QuotaType.WORKFLOW.consume(app_model.tenant_id)
+ except QuotaExceededError:
+ raise InvokeRateLimitError(f"Workflow execution quota limit reached for tenant {app_model.tenant_id}")
# app level rate limiter
max_active_request = cls._get_max_active_requests(app_model)
@@ -124,6 +114,7 @@ class AppGenerateService:
else:
raise ValueError(f"Invalid app mode {app_model.mode}")
except Exception:
+ quota_charge.refund()
rate_limit.exit(request_id)
raise
finally:
@@ -144,7 +135,7 @@ class AppGenerateService:
Returns:
The maximum number of active requests allowed
"""
- app_limit = app.max_active_requests or 0
+ app_limit = app.max_active_requests or dify_config.APP_DEFAULT_ACTIVE_REQUESTS
config_limit = dify_config.APP_MAX_ACTIVE_REQUESTS
# Filter out infinite (0) values and return the minimum, or 0 if both are infinite
diff --git a/api/services/app_task_service.py b/api/services/app_task_service.py
new file mode 100644
index 0000000000..01874b3f9f
--- /dev/null
+++ b/api/services/app_task_service.py
@@ -0,0 +1,45 @@
+"""Service for managing application task operations.
+
+This service provides centralized logic for task control operations
+like stopping tasks, handling both legacy Redis flag mechanism and
+new GraphEngine command channel mechanism.
+"""
+
+from core.app.apps.base_app_queue_manager import AppQueueManager
+from core.app.entities.app_invoke_entities import InvokeFrom
+from core.workflow.graph_engine.manager import GraphEngineManager
+from models.model import AppMode
+
+
+class AppTaskService:
+ """Service for managing application task operations."""
+
+ @staticmethod
+ def stop_task(
+ task_id: str,
+ invoke_from: InvokeFrom,
+ user_id: str,
+ app_mode: AppMode,
+ ) -> None:
+ """Stop a running task.
+
+ This method handles stopping tasks using both mechanisms:
+ 1. Legacy Redis flag mechanism (for backward compatibility)
+ 2. New GraphEngine command channel (for workflow-based apps)
+
+ Args:
+ task_id: The task ID to stop
+ invoke_from: The source of the invoke (e.g., DEBUGGER, WEB_APP, SERVICE_API)
+ user_id: The user ID requesting the stop
+ app_mode: The application mode (CHAT, AGENT_CHAT, ADVANCED_CHAT, WORKFLOW, etc.)
+
+ Returns:
+ None
+ """
+ # Legacy mechanism: Set stop flag in Redis
+ AppQueueManager.set_stop_flag(task_id, invoke_from, user_id)
+
+ # New mechanism: Send stop command via GraphEngine for workflow-based apps
+ # This ensures proper workflow status recording in the persistence layer
+ if app_mode in (AppMode.ADVANCED_CHAT, AppMode.WORKFLOW):
+ GraphEngineManager.send_stop_command(task_id)
diff --git a/api/services/async_workflow_service.py b/api/services/async_workflow_service.py
index 034d7ffedb..e100582511 100644
--- a/api/services/async_workflow_service.py
+++ b/api/services/async_workflow_service.py
@@ -13,18 +13,17 @@ from celery.result import AsyncResult
from sqlalchemy import select
from sqlalchemy.orm import Session
+from enums.quota_type import QuotaType
from extensions.ext_database import db
-from extensions.ext_redis import redis_client
from models.account import Account
from models.enums import CreatorUserRole, WorkflowTriggerStatus
from models.model import App, EndUser
from models.trigger import WorkflowTriggerLog
from models.workflow import Workflow
from repositories.sqlalchemy_workflow_trigger_log_repository import SQLAlchemyWorkflowTriggerLogRepository
-from services.errors.app import InvokeDailyRateLimitError, WorkflowNotFoundError
+from services.errors.app import InvokeRateLimitError, QuotaExceededError, WorkflowNotFoundError
from services.workflow.entities import AsyncTriggerResponse, TriggerData, WorkflowTaskData
from services.workflow.queue_dispatcher import QueueDispatcherManager, QueuePriority
-from services.workflow.rate_limiter import TenantDailyRateLimiter
from services.workflow_service import WorkflowService
from tasks.async_workflow_tasks import (
execute_workflow_professional,
@@ -82,7 +81,6 @@ class AsyncWorkflowService:
trigger_log_repo = SQLAlchemyWorkflowTriggerLogRepository(session)
dispatcher_manager = QueueDispatcherManager()
workflow_service = WorkflowService()
- rate_limiter = TenantDailyRateLimiter(redis_client)
# 1. Validate app exists
app_model = session.scalar(select(App).where(App.id == trigger_data.app_id))
@@ -115,6 +113,8 @@ class AsyncWorkflowService:
trigger_data.trigger_metadata.model_dump_json() if trigger_data.trigger_metadata else "{}"
),
trigger_type=trigger_data.trigger_type,
+ workflow_run_id=None,
+ outputs=None,
trigger_data=trigger_data.model_dump_json(),
inputs=json.dumps(dict(trigger_data.inputs)),
status=WorkflowTriggerStatus.PENDING,
@@ -122,30 +122,28 @@ class AsyncWorkflowService:
retry_count=0,
created_by_role=created_by_role,
created_by=created_by,
+ celery_task_id=None,
+ error=None,
+ elapsed_time=None,
+ total_tokens=None,
)
trigger_log = trigger_log_repo.create(trigger_log)
session.commit()
- # 7. Check and consume daily quota
- if not dispatcher.consume_quota(trigger_data.tenant_id):
+ # 7. Check and consume quota
+ try:
+ QuotaType.WORKFLOW.consume(trigger_data.tenant_id)
+ except QuotaExceededError as e:
# Update trigger log status
trigger_log.status = WorkflowTriggerStatus.RATE_LIMITED
- trigger_log.error = f"Daily limit reached for {dispatcher.get_queue_name()}"
+ trigger_log.error = f"Quota limit reached: {e}"
trigger_log_repo.update(trigger_log)
session.commit()
- tenant_owner_tz = rate_limiter.get_tenant_owner_timezone(trigger_data.tenant_id)
-
- remaining = rate_limiter.get_remaining_quota(trigger_data.tenant_id, dispatcher.get_daily_limit())
-
- reset_time = rate_limiter.get_quota_reset_time(trigger_data.tenant_id, tenant_owner_tz)
-
- raise InvokeDailyRateLimitError(
- f"Daily workflow execution limit reached. "
- f"Limit resets at {reset_time.strftime('%Y-%m-%d %H:%M:%S %Z')}. "
- f"Remaining quota: {remaining}"
- )
+ raise InvokeRateLimitError(
+ f"Workflow execution quota limit reached for tenant {trigger_data.tenant_id}"
+ ) from e
# 8. Create task data
queue_name = dispatcher.get_queue_name()
diff --git a/api/services/billing_service.py b/api/services/billing_service.py
index 1650bad0f5..54e1c9d285 100644
--- a/api/services/billing_service.py
+++ b/api/services/billing_service.py
@@ -3,6 +3,7 @@ from typing import Literal
import httpx
from tenacity import retry, retry_if_exception_type, stop_before_delay, wait_fixed
+from werkzeug.exceptions import InternalServerError
from enums.cloud_plan import CloudPlan
from extensions.ext_database import db
@@ -24,6 +25,13 @@ class BillingService:
billing_info = cls._send_request("GET", "/subscription/info", params=params)
return billing_info
+ @classmethod
+ def get_tenant_feature_plan_usage_info(cls, tenant_id: str):
+ params = {"tenant_id": tenant_id}
+
+ usage_info = cls._send_request("GET", "/tenant-feature-usage/info", params=params)
+ return usage_info
+
@classmethod
def get_knowledge_rate_limit(cls, tenant_id: str):
params = {"tenant_id": tenant_id}
@@ -55,6 +63,44 @@ class BillingService:
params = {"prefilled_email": prefilled_email, "tenant_id": tenant_id}
return cls._send_request("GET", "/invoices", params=params)
+ @classmethod
+ def update_tenant_feature_plan_usage(cls, tenant_id: str, feature_key: str, delta: int) -> dict:
+ """
+ Update tenant feature plan usage.
+
+ Args:
+ tenant_id: Tenant identifier
+ feature_key: Feature key (e.g., 'trigger', 'workflow')
+ delta: Usage delta (positive to add, negative to consume)
+
+ Returns:
+ Response dict with 'result' and 'history_id'
+ Example: {"result": "success", "history_id": "uuid"}
+ """
+ return cls._send_request(
+ "POST",
+ "/tenant-feature-usage/usage",
+ params={"tenant_id": tenant_id, "feature_key": feature_key, "delta": delta},
+ )
+
+ @classmethod
+ def refund_tenant_feature_plan_usage(cls, history_id: str) -> dict:
+ """
+ Refund a previous usage charge.
+
+ Args:
+ history_id: The history_id returned from update_tenant_feature_plan_usage
+
+ Returns:
+ Response dict with 'result' and 'history_id'
+ """
+ return cls._send_request("POST", "/tenant-feature-usage/refund", params={"quota_usage_history_id": history_id})
+
+ @classmethod
+ def get_tenant_feature_plan_usage(cls, tenant_id: str, feature_key: str):
+ params = {"tenant_id": tenant_id, "feature_key": feature_key}
+ return cls._send_request("GET", "/billing/tenant_feature_plan/usage", params=params)
+
@classmethod
@retry(
wait=wait_fixed(2),
@@ -62,13 +108,22 @@ class BillingService:
retry=retry_if_exception_type(httpx.RequestError),
reraise=True,
)
- def _send_request(cls, method: Literal["GET", "POST", "DELETE"], endpoint: str, json=None, params=None):
+ def _send_request(cls, method: Literal["GET", "POST", "DELETE", "PUT"], endpoint: str, json=None, params=None):
headers = {"Content-Type": "application/json", "Billing-Api-Secret-Key": cls.secret_key}
url = f"{cls.base_url}{endpoint}"
response = httpx.request(method, url, json=json, params=params, headers=headers)
if method == "GET" and response.status_code != httpx.codes.OK:
raise ValueError("Unable to retrieve billing information. Please try again later or contact support.")
+ if method == "PUT":
+ if response.status_code == httpx.codes.INTERNAL_SERVER_ERROR:
+ raise InternalServerError(
+ "Unable to process billing request. Please try again later or contact support."
+ )
+ if response.status_code != httpx.codes.OK:
+ raise ValueError("Invalid arguments.")
+ if method == "POST" and response.status_code != httpx.codes.OK:
+ raise ValueError(f"Unable to send request to {url}. Please try again later or contact support.")
return response.json()
@staticmethod
@@ -179,3 +234,8 @@ class BillingService:
@classmethod
def clean_billing_info_cache(cls, tenant_id: str):
redis_client.delete(f"tenant:{tenant_id}:billing_info")
+
+ @classmethod
+ def sync_partner_tenants_bindings(cls, account_id: str, partner_key: str, click_id: str):
+ payload = {"account_id": account_id, "click_id": click_id}
+ return cls._send_request("PUT", f"/partners/{partner_key}/tenants", json=payload)
diff --git a/api/services/dataset_service.py b/api/services/dataset_service.py
index 78de76df7e..2bec61963c 100644
--- a/api/services/dataset_service.py
+++ b/api/services/dataset_service.py
@@ -254,6 +254,8 @@ class DatasetService:
external_knowledge_api = ExternalDatasetService.get_external_knowledge_api(external_knowledge_api_id)
if not external_knowledge_api:
raise ValueError("External API template not found.")
+ if external_knowledge_id is None:
+ raise ValueError("external_knowledge_id is required")
external_knowledge_binding = ExternalKnowledgeBindings(
tenant_id=tenant_id,
dataset_id=dataset.id,
@@ -1082,6 +1084,62 @@ class DocumentService:
},
}
+ DISPLAY_STATUS_ALIASES: dict[str, str] = {
+ "active": "available",
+ "enabled": "available",
+ }
+
+ _INDEXING_STATUSES: tuple[str, ...] = ("parsing", "cleaning", "splitting", "indexing")
+
+ DISPLAY_STATUS_FILTERS: dict[str, tuple[Any, ...]] = {
+ "queuing": (Document.indexing_status == "waiting",),
+ "indexing": (
+ Document.indexing_status.in_(_INDEXING_STATUSES),
+ Document.is_paused.is_not(True),
+ ),
+ "paused": (
+ Document.indexing_status.in_(_INDEXING_STATUSES),
+ Document.is_paused.is_(True),
+ ),
+ "error": (Document.indexing_status == "error",),
+ "available": (
+ Document.indexing_status == "completed",
+ Document.archived.is_(False),
+ Document.enabled.is_(True),
+ ),
+ "disabled": (
+ Document.indexing_status == "completed",
+ Document.archived.is_(False),
+ Document.enabled.is_(False),
+ ),
+ "archived": (
+ Document.indexing_status == "completed",
+ Document.archived.is_(True),
+ ),
+ }
+
+ @classmethod
+ def normalize_display_status(cls, status: str | None) -> str | None:
+ if not status:
+ return None
+ normalized = status.lower()
+ normalized = cls.DISPLAY_STATUS_ALIASES.get(normalized, normalized)
+ return normalized if normalized in cls.DISPLAY_STATUS_FILTERS else None
+
+ @classmethod
+ def build_display_status_filters(cls, status: str | None) -> tuple[Any, ...]:
+ normalized = cls.normalize_display_status(status)
+ if not normalized:
+ return ()
+ return cls.DISPLAY_STATUS_FILTERS[normalized]
+
+ @classmethod
+ def apply_display_status_filter(cls, query, status: str | None):
+ filters = cls.build_display_status_filters(status)
+ if not filters:
+ return query
+ return query.where(*filters)
+
DOCUMENT_METADATA_SCHEMA: dict[str, Any] = {
"book": {
"title": str,
@@ -1317,6 +1375,11 @@ class DocumentService:
document.name = name
db.session.add(document)
+ if document.data_source_info_dict:
+ db.session.query(UploadFile).where(
+ UploadFile.id == document.data_source_info_dict["upload_file_id"]
+ ).update({UploadFile.name: name})
+
db.session.commit()
return document
diff --git a/api/services/end_user_service.py b/api/services/end_user_service.py
index aa4a2e46ec..81098e95bb 100644
--- a/api/services/end_user_service.py
+++ b/api/services/end_user_service.py
@@ -1,11 +1,15 @@
+import logging
from collections.abc import Mapping
+from sqlalchemy import case
from sqlalchemy.orm import Session
from core.app.entities.app_invoke_entities import InvokeFrom
from extensions.ext_database import db
from models.model import App, DefaultEndUserSessionID, EndUser
+logger = logging.getLogger(__name__)
+
class EndUserService:
"""
@@ -32,18 +36,36 @@ class EndUserService:
user_id = DefaultEndUserSessionID.DEFAULT_SESSION_ID
with Session(db.engine, expire_on_commit=False) as session:
+ # Query with ORDER BY to prioritize exact type matches while maintaining backward compatibility
+ # This single query approach is more efficient than separate queries
end_user = (
session.query(EndUser)
.where(
EndUser.tenant_id == tenant_id,
EndUser.app_id == app_id,
EndUser.session_id == user_id,
- EndUser.type == type,
+ )
+ .order_by(
+ # Prioritize records with matching type (0 = match, 1 = no match)
+ case((EndUser.type == type, 0), else_=1)
)
.first()
)
- if end_user is None:
+ if end_user:
+ # If found a legacy end user with different type, update it for future consistency
+ if end_user.type != type:
+ logger.info(
+ "Upgrading legacy EndUser %s from type=%s to %s for session_id=%s",
+ end_user.id,
+ end_user.type,
+ type,
+ user_id,
+ )
+ end_user.type = type
+ session.commit()
+ else:
+ # Create new end user if none exists
end_user = EndUser(
tenant_id=tenant_id,
app_id=app_id,
diff --git a/api/services/entities/knowledge_entities/knowledge_entities.py b/api/services/entities/knowledge_entities/knowledge_entities.py
index b9a210740d..131e90e195 100644
--- a/api/services/entities/knowledge_entities/knowledge_entities.py
+++ b/api/services/entities/knowledge_entities/knowledge_entities.py
@@ -158,6 +158,7 @@ class MetadataDetail(BaseModel):
class DocumentMetadataOperation(BaseModel):
document_id: str
metadata_list: list[MetadataDetail]
+ partial_update: bool = False
class MetadataOperationData(BaseModel):
diff --git a/api/services/errors/app.py b/api/services/errors/app.py
index 338636d9b6..24e4760acc 100644
--- a/api/services/errors/app.py
+++ b/api/services/errors/app.py
@@ -18,7 +18,29 @@ class WorkflowIdFormatError(Exception):
pass
-class InvokeDailyRateLimitError(Exception):
- """Raised when daily rate limit is exceeded for workflow invocations."""
+class InvokeRateLimitError(Exception):
+ """Raised when rate limit is exceeded for workflow invocations."""
pass
+
+
+class QuotaExceededError(ValueError):
+ """Raised when billing quota is exceeded for a feature."""
+
+ def __init__(self, feature: str, tenant_id: str, required: int):
+ self.feature = feature
+ self.tenant_id = tenant_id
+ self.required = required
+ super().__init__(f"Quota exceeded for feature '{feature}' (tenant: {tenant_id}). Required: {required}")
+
+
+class TriggerNodeLimitExceededError(ValueError):
+ """Raised when trigger node count exceeds the plan limit."""
+
+ def __init__(self, count: int, limit: int):
+ self.count = count
+ self.limit = limit
+ super().__init__(
+ f"Trigger node count ({count}) exceeds the limit ({limit}) for your subscription plan. "
+ f"Please upgrade your plan or reduce the number of trigger nodes."
+ )
diff --git a/api/services/external_knowledge_service.py b/api/services/external_knowledge_service.py
index 0c2a80d067..27936f6278 100644
--- a/api/services/external_knowledge_service.py
+++ b/api/services/external_knowledge_service.py
@@ -257,12 +257,16 @@ class ExternalDatasetService:
db.session.add(dataset)
db.session.flush()
+ if args.get("external_knowledge_id") is None:
+ raise ValueError("external_knowledge_id is required")
+ if args.get("external_knowledge_api_id") is None:
+ raise ValueError("external_knowledge_api_id is required")
external_knowledge_binding = ExternalKnowledgeBindings(
tenant_id=tenant_id,
dataset_id=dataset.id,
- external_knowledge_api_id=args.get("external_knowledge_api_id"),
- external_knowledge_id=args.get("external_knowledge_id"),
+ external_knowledge_api_id=args.get("external_knowledge_api_id") or "",
+ external_knowledge_id=args.get("external_knowledge_id") or "",
created_by=user_id,
)
db.session.add(external_knowledge_binding)
diff --git a/api/services/feature_service.py b/api/services/feature_service.py
index 44bea57769..8035adc734 100644
--- a/api/services/feature_service.py
+++ b/api/services/feature_service.py
@@ -54,6 +54,12 @@ class LicenseLimitationModel(BaseModel):
return (self.limit - self.size) >= required
+class Quota(BaseModel):
+ usage: int = 0
+ limit: int = 0
+ reset_date: int = -1
+
+
class LicenseStatus(StrEnum):
NONE = "none"
INACTIVE = "inactive"
@@ -129,6 +135,8 @@ class FeatureModel(BaseModel):
webapp_copyright_enabled: bool = False
workspace_members: LicenseLimitationModel = LicenseLimitationModel(enabled=False, size=0, limit=0)
is_allow_transfer_workspace: bool = True
+ trigger_event: Quota = Quota(usage=0, limit=3000, reset_date=0)
+ api_rate_limit: Quota = Quota(usage=0, limit=5000, reset_date=0)
# pydantic configs
model_config = ConfigDict(protected_namespaces=())
knowledge_pipeline: KnowledgePipeline = KnowledgePipeline()
@@ -236,6 +244,8 @@ class FeatureService:
def _fulfill_params_from_billing_api(cls, features: FeatureModel, tenant_id: str):
billing_info = BillingService.get_info(tenant_id)
+ features_usage_info = BillingService.get_tenant_feature_plan_usage_info(tenant_id)
+
features.billing.enabled = billing_info["enabled"]
features.billing.subscription.plan = billing_info["subscription"]["plan"]
features.billing.subscription.interval = billing_info["subscription"]["interval"]
@@ -246,6 +256,16 @@ class FeatureService:
else:
features.is_allow_transfer_workspace = False
+ if "trigger_event" in features_usage_info:
+ features.trigger_event.usage = features_usage_info["trigger_event"]["usage"]
+ features.trigger_event.limit = features_usage_info["trigger_event"]["limit"]
+ features.trigger_event.reset_date = features_usage_info["trigger_event"].get("reset_date", -1)
+
+ if "api_rate_limit" in features_usage_info:
+ features.api_rate_limit.usage = features_usage_info["api_rate_limit"]["usage"]
+ features.api_rate_limit.limit = features_usage_info["api_rate_limit"]["limit"]
+ features.api_rate_limit.reset_date = features_usage_info["api_rate_limit"].get("reset_date", -1)
+
if "members" in billing_info:
features.members.size = billing_info["members"]["size"]
features.members.limit = billing_info["members"]["limit"]
diff --git a/api/services/feedback_service.py b/api/services/feedback_service.py
new file mode 100644
index 0000000000..2bc965f6ba
--- /dev/null
+++ b/api/services/feedback_service.py
@@ -0,0 +1,185 @@
+import csv
+import io
+import json
+from datetime import datetime
+
+from flask import Response
+from sqlalchemy import or_
+
+from extensions.ext_database import db
+from models.model import Account, App, Conversation, Message, MessageFeedback
+
+
+class FeedbackService:
+ @staticmethod
+ def export_feedbacks(
+ app_id: str,
+ from_source: str | None = None,
+ rating: str | None = None,
+ has_comment: bool | None = None,
+ start_date: str | None = None,
+ end_date: str | None = None,
+ format_type: str = "csv",
+ ):
+ """
+ Export feedback data with message details for analysis
+
+ Args:
+ app_id: Application ID
+ from_source: Filter by feedback source ('user' or 'admin')
+ rating: Filter by rating ('like' or 'dislike')
+ has_comment: Only include feedback with comments
+ start_date: Start date filter (YYYY-MM-DD)
+ end_date: End date filter (YYYY-MM-DD)
+ format_type: Export format ('csv' or 'json')
+ """
+
+ # Validate format early to avoid hitting DB when unnecessary
+ fmt = (format_type or "csv").lower()
+ if fmt not in {"csv", "json"}:
+ raise ValueError(f"Unsupported format: {format_type}")
+
+ # Build base query
+ query = (
+ db.session.query(MessageFeedback, Message, Conversation, App, Account)
+ .join(Message, MessageFeedback.message_id == Message.id)
+ .join(Conversation, MessageFeedback.conversation_id == Conversation.id)
+ .join(App, MessageFeedback.app_id == App.id)
+ .outerjoin(Account, MessageFeedback.from_account_id == Account.id)
+ .where(MessageFeedback.app_id == app_id)
+ )
+
+ # Apply filters
+ if from_source:
+ query = query.filter(MessageFeedback.from_source == from_source)
+
+ if rating:
+ query = query.filter(MessageFeedback.rating == rating)
+
+ if has_comment is not None:
+ if has_comment:
+ query = query.filter(MessageFeedback.content.isnot(None), MessageFeedback.content != "")
+ else:
+ query = query.filter(or_(MessageFeedback.content.is_(None), MessageFeedback.content == ""))
+
+ if start_date:
+ try:
+ start_dt = datetime.strptime(start_date, "%Y-%m-%d")
+ query = query.filter(MessageFeedback.created_at >= start_dt)
+ except ValueError:
+ raise ValueError(f"Invalid start_date format: {start_date}. Use YYYY-MM-DD")
+
+ if end_date:
+ try:
+ end_dt = datetime.strptime(end_date, "%Y-%m-%d")
+ query = query.filter(MessageFeedback.created_at <= end_dt)
+ except ValueError:
+ raise ValueError(f"Invalid end_date format: {end_date}. Use YYYY-MM-DD")
+
+ # Order by creation date (newest first)
+ query = query.order_by(MessageFeedback.created_at.desc())
+
+ # Execute query
+ results = query.all()
+
+ # Prepare data for export
+ export_data = []
+ for feedback, message, conversation, app, account in results:
+ # Get the user query from the message
+ user_query = message.query or message.inputs.get("query", "") if message.inputs else ""
+
+ # Format the feedback data
+ feedback_record = {
+ "feedback_id": str(feedback.id),
+ "app_name": app.name,
+ "app_id": str(app.id),
+ "conversation_id": str(conversation.id),
+ "conversation_name": conversation.name or "",
+ "message_id": str(message.id),
+ "user_query": user_query,
+ "ai_response": message.answer[:500] + "..."
+ if len(message.answer) > 500
+ else message.answer, # Truncate long responses
+ "feedback_rating": "👍" if feedback.rating == "like" else "👎",
+ "feedback_rating_raw": feedback.rating,
+ "feedback_comment": feedback.content or "",
+ "feedback_source": feedback.from_source,
+ "feedback_date": feedback.created_at.strftime("%Y-%m-%d %H:%M:%S"),
+ "message_date": message.created_at.strftime("%Y-%m-%d %H:%M:%S"),
+ "from_account_name": account.name if account else "",
+ "from_end_user_id": str(feedback.from_end_user_id) if feedback.from_end_user_id else "",
+ "has_comment": "Yes" if feedback.content and feedback.content.strip() else "No",
+ }
+ export_data.append(feedback_record)
+
+ # Export based on format
+ if fmt == "csv":
+ return FeedbackService._export_csv(export_data, app_id)
+ else: # fmt == "json"
+ return FeedbackService._export_json(export_data, app_id)
+
+ @staticmethod
+ def _export_csv(data, app_id):
+ """Export data as CSV"""
+ if not data:
+ pass # allow empty CSV with headers only
+
+ # Create CSV in memory
+ output = io.StringIO()
+
+ # Define headers
+ headers = [
+ "feedback_id",
+ "app_name",
+ "app_id",
+ "conversation_id",
+ "conversation_name",
+ "message_id",
+ "user_query",
+ "ai_response",
+ "feedback_rating",
+ "feedback_rating_raw",
+ "feedback_comment",
+ "feedback_source",
+ "feedback_date",
+ "message_date",
+ "from_account_name",
+ "from_end_user_id",
+ "has_comment",
+ ]
+
+ writer = csv.DictWriter(output, fieldnames=headers)
+ writer.writeheader()
+ writer.writerows(data)
+
+ # Create response without requiring app context
+ response = Response(output.getvalue(), mimetype="text/csv; charset=utf-8-sig")
+ response.headers["Content-Disposition"] = (
+ f"attachment; filename=dify_feedback_export_{app_id}_{datetime.now().strftime('%Y%m%d_%H%M%S')}.csv"
+ )
+
+ return response
+
+ @staticmethod
+ def _export_json(data, app_id):
+ """Export data as JSON"""
+ response_data = {
+ "export_info": {
+ "app_id": app_id,
+ "export_date": datetime.now().isoformat(),
+ "total_records": len(data),
+ "data_source": "dify_feedback_export",
+ },
+ "feedback_data": data,
+ }
+
+ # Create response without requiring app context
+ response = Response(
+ json.dumps(response_data, ensure_ascii=False, indent=2),
+ mimetype="application/json; charset=utf-8",
+ )
+ response.headers["Content-Disposition"] = (
+ f"attachment; filename=dify_feedback_export_{app_id}_{datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
+ )
+
+ return response
diff --git a/api/services/file_service.py b/api/services/file_service.py
index b0c5a32c9f..1980cd8d59 100644
--- a/api/services/file_service.py
+++ b/api/services/file_service.py
@@ -3,8 +3,8 @@ import os
import uuid
from typing import Literal, Union
-from sqlalchemy import Engine
-from sqlalchemy.orm import sessionmaker
+from sqlalchemy import Engine, select
+from sqlalchemy.orm import Session, sessionmaker
from werkzeug.exceptions import NotFound
from configs import dify_config
@@ -29,7 +29,7 @@ PREVIEW_WORDS_LIMIT = 3000
class FileService:
- _session_maker: sessionmaker
+ _session_maker: sessionmaker[Session]
def __init__(self, session_factory: sessionmaker | Engine | None = None):
if isinstance(session_factory, Engine):
@@ -236,11 +236,10 @@ class FileService:
return content.decode("utf-8")
def delete_file(self, file_id: str):
- with self._session_maker(expire_on_commit=False) as session:
- upload_file: UploadFile | None = session.query(UploadFile).where(UploadFile.id == file_id).first()
+ with self._session_maker() as session, session.begin():
+ upload_file = session.scalar(select(UploadFile).where(UploadFile.id == file_id))
- if not upload_file:
- return
- storage.delete(upload_file.key)
- session.delete(upload_file)
- session.commit()
+ if not upload_file:
+ return
+ storage.delete(upload_file.key)
+ session.delete(upload_file)
diff --git a/api/services/hit_testing_service.py b/api/services/hit_testing_service.py
index 337181728c..cdbd2355ca 100644
--- a/api/services/hit_testing_service.py
+++ b/api/services/hit_testing_service.py
@@ -82,7 +82,12 @@ class HitTestingService:
logger.debug("Hit testing retrieve in %s seconds", end - start)
dataset_query = DatasetQuery(
- dataset_id=dataset.id, content=query, source="hit_testing", created_by_role="account", created_by=account.id
+ dataset_id=dataset.id,
+ content=query,
+ source="hit_testing",
+ source_app_id=None,
+ created_by_role="account",
+ created_by=account.id,
)
db.session.add(dataset_query)
@@ -118,7 +123,12 @@ class HitTestingService:
logger.debug("External knowledge hit testing retrieve in %s seconds", end - start)
dataset_query = DatasetQuery(
- dataset_id=dataset.id, content=query, source="hit_testing", created_by_role="account", created_by=account.id
+ dataset_id=dataset.id,
+ content=query,
+ source="hit_testing",
+ source_app_id=None,
+ created_by_role="account",
+ created_by=account.id,
)
db.session.add(dataset_query)
diff --git a/api/services/message_service.py b/api/services/message_service.py
index 7ed56d80f2..e1a256e64d 100644
--- a/api/services/message_service.py
+++ b/api/services/message_service.py
@@ -164,6 +164,7 @@ class MessageService:
elif not rating and not feedback:
raise ValueError("rating cannot be None when feedback not exists")
else:
+ assert rating is not None
feedback = MessageFeedback(
app_id=app_model.id,
conversation_id=message.conversation_id,
diff --git a/api/services/metadata_service.py b/api/services/metadata_service.py
index b369994d2d..3329ac349c 100644
--- a/api/services/metadata_service.py
+++ b/api/services/metadata_service.py
@@ -206,7 +206,10 @@ class MetadataService:
document = DocumentService.get_document(dataset.id, operation.document_id)
if document is None:
raise ValueError("Document not found.")
- doc_metadata = {}
+ if operation.partial_update:
+ doc_metadata = copy.deepcopy(document.doc_metadata) if document.doc_metadata else {}
+ else:
+ doc_metadata = {}
for metadata_value in operation.metadata_list:
doc_metadata[metadata_value.name] = metadata_value.value
if dataset.built_in_field_enabled:
@@ -219,9 +222,21 @@ class MetadataService:
db.session.add(document)
db.session.commit()
# deal metadata binding
- db.session.query(DatasetMetadataBinding).filter_by(document_id=operation.document_id).delete()
+ if not operation.partial_update:
+ db.session.query(DatasetMetadataBinding).filter_by(document_id=operation.document_id).delete()
+
current_user, current_tenant_id = current_account_with_tenant()
for metadata_value in operation.metadata_list:
+ # check if binding already exists
+ if operation.partial_update:
+ existing_binding = (
+ db.session.query(DatasetMetadataBinding)
+ .filter_by(document_id=operation.document_id, metadata_id=metadata_value.id)
+ .first()
+ )
+ if existing_binding:
+ continue
+
dataset_metadata_binding = DatasetMetadataBinding(
tenant_id=current_tenant_id,
dataset_id=dataset.id,
diff --git a/api/services/ops_service.py b/api/services/ops_service.py
index e490b7ed3c..50ea832085 100644
--- a/api/services/ops_service.py
+++ b/api/services/ops_service.py
@@ -29,6 +29,8 @@ class OpsService:
if not app:
return None
tenant_id = app.tenant_id
+ if trace_config_data.tracing_config is None:
+ raise ValueError("Tracing config cannot be None.")
decrypt_tracing_config = OpsTraceManager.decrypt_tracing_config(
tenant_id, tracing_provider, trace_config_data.tracing_config
)
@@ -111,6 +113,24 @@ class OpsService:
except Exception:
new_decrypt_tracing_config.update({"project_url": "https://console.cloud.tencent.com/apm"})
+ if tracing_provider == "mlflow" and (
+ "project_url" not in decrypt_tracing_config or not decrypt_tracing_config.get("project_url")
+ ):
+ try:
+ project_url = OpsTraceManager.get_trace_config_project_url(decrypt_tracing_config, tracing_provider)
+ new_decrypt_tracing_config.update({"project_url": project_url})
+ except Exception:
+ new_decrypt_tracing_config.update({"project_url": "http://localhost:5000/"})
+
+ if tracing_provider == "databricks" and (
+ "project_url" not in decrypt_tracing_config or not decrypt_tracing_config.get("project_url")
+ ):
+ try:
+ project_url = OpsTraceManager.get_trace_config_project_url(decrypt_tracing_config, tracing_provider)
+ new_decrypt_tracing_config.update({"project_url": project_url})
+ except Exception:
+ new_decrypt_tracing_config.update({"project_url": "https://www.databricks.com/"})
+
trace_config_data.tracing_config = new_decrypt_tracing_config
return trace_config_data.to_dict()
@@ -153,7 +173,7 @@ class OpsService:
project_url = f"{tracing_config.get('host')}/project/{project_key}"
except Exception:
project_url = None
- elif tracing_provider in ("langsmith", "opik", "tencent"):
+ elif tracing_provider in ("langsmith", "opik", "mlflow", "databricks", "tencent"):
try:
project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider)
except Exception:
diff --git a/api/services/rag_pipeline/pipeline_generate_service.py b/api/services/rag_pipeline/pipeline_generate_service.py
index e6cee64df6..f397b28283 100644
--- a/api/services/rag_pipeline/pipeline_generate_service.py
+++ b/api/services/rag_pipeline/pipeline_generate_service.py
@@ -53,10 +53,11 @@ class PipelineGenerateService:
@staticmethod
def _get_max_active_requests(app_model: App) -> int:
- max_active_requests = app_model.max_active_requests
- if max_active_requests is None:
- max_active_requests = int(dify_config.APP_MAX_ACTIVE_REQUESTS)
- return max_active_requests
+ app_limit = app_model.max_active_requests or dify_config.APP_DEFAULT_ACTIVE_REQUESTS
+ config_limit = dify_config.APP_MAX_ACTIVE_REQUESTS
+ # Filter out infinite (0) values and return the minimum, or 0 if both are infinite
+ limits = [limit for limit in [app_limit, config_limit] if limit > 0]
+ return min(limits) if limits else 0
@classmethod
def generate_single_iteration(
diff --git a/api/services/rag_pipeline/rag_pipeline.py b/api/services/rag_pipeline/rag_pipeline.py
index fed7a25e21..097d16e2a7 100644
--- a/api/services/rag_pipeline/rag_pipeline.py
+++ b/api/services/rag_pipeline/rag_pipeline.py
@@ -1119,13 +1119,19 @@ class RagPipelineService:
with Session(db.engine) as session:
rag_pipeline_dsl_service = RagPipelineDslService(session)
dsl = rag_pipeline_dsl_service.export_rag_pipeline_dsl(pipeline=pipeline, include_secret=True)
-
+ if args.get("icon_info") is None:
+ args["icon_info"] = {}
+ if args.get("description") is None:
+ raise ValueError("Description is required")
+ if args.get("name") is None:
+ raise ValueError("Name is required")
pipeline_customized_template = PipelineCustomizedTemplate(
- name=args.get("name"),
- description=args.get("description"),
- icon=args.get("icon_info"),
+ name=args.get("name") or "",
+ description=args.get("description") or "",
+ icon=args.get("icon_info") or {},
tenant_id=pipeline.tenant_id,
yaml_content=dsl,
+ install_count=0,
position=max_position + 1 if max_position else 1,
chunk_structure=dataset.chunk_structure,
language="en-US",
diff --git a/api/services/rag_pipeline/rag_pipeline_dsl_service.py b/api/services/rag_pipeline/rag_pipeline_dsl_service.py
index c02fad4dc6..06f294863d 100644
--- a/api/services/rag_pipeline/rag_pipeline_dsl_service.py
+++ b/api/services/rag_pipeline/rag_pipeline_dsl_service.py
@@ -580,13 +580,14 @@ class RagPipelineDslService:
raise ValueError("Current tenant is not set")
# Create new app
- pipeline = Pipeline()
+ pipeline = Pipeline(
+ tenant_id=account.current_tenant_id,
+ name=pipeline_data.get("name", ""),
+ description=pipeline_data.get("description", ""),
+ created_by=account.id,
+ updated_by=account.id,
+ )
pipeline.id = str(uuid4())
- pipeline.tenant_id = account.current_tenant_id
- pipeline.name = pipeline_data.get("name", "")
- pipeline.description = pipeline_data.get("description", "")
- pipeline.created_by = account.id
- pipeline.updated_by = account.id
self._session.add(pipeline)
self._session.commit()
diff --git a/api/services/rag_pipeline/rag_pipeline_transform_service.py b/api/services/rag_pipeline/rag_pipeline_transform_service.py
index d79ab71668..84f97907c0 100644
--- a/api/services/rag_pipeline/rag_pipeline_transform_service.py
+++ b/api/services/rag_pipeline/rag_pipeline_transform_service.py
@@ -198,15 +198,16 @@ class RagPipelineTransformService:
graph = workflow_data.get("graph", {})
# Create new app
- pipeline = Pipeline()
+ pipeline = Pipeline(
+ tenant_id=current_user.current_tenant_id,
+ name=pipeline_data.get("name", ""),
+ description=pipeline_data.get("description", ""),
+ created_by=current_user.id,
+ updated_by=current_user.id,
+ is_published=True,
+ is_public=True,
+ )
pipeline.id = str(uuid4())
- pipeline.tenant_id = current_user.current_tenant_id
- pipeline.name = pipeline_data.get("name", "")
- pipeline.description = pipeline_data.get("description", "")
- pipeline.created_by = current_user.id
- pipeline.updated_by = current_user.id
- pipeline.is_published = True
- pipeline.is_public = True
db.session.add(pipeline)
db.session.flush()
@@ -322,9 +323,9 @@ class RagPipelineTransformService:
datasource_info=data_source_info,
input_data={},
created_by=document.created_by,
- created_at=document.created_at,
datasource_node_id=file_node_id,
)
+ document_pipeline_execution_log.created_at = document.created_at
db.session.add(document)
db.session.add(document_pipeline_execution_log)
elif document.data_source_type == "notion_import":
@@ -350,9 +351,9 @@ class RagPipelineTransformService:
datasource_info=data_source_info,
input_data={},
created_by=document.created_by,
- created_at=document.created_at,
datasource_node_id=notion_node_id,
)
+ document_pipeline_execution_log.created_at = document.created_at
db.session.add(document)
db.session.add(document_pipeline_execution_log)
elif document.data_source_type == "website_crawl":
@@ -379,8 +380,8 @@ class RagPipelineTransformService:
datasource_info=data_source_info,
input_data={},
created_by=document.created_by,
- created_at=document.created_at,
datasource_node_id=datasource_node_id,
)
+ document_pipeline_execution_log.created_at = document.created_at
db.session.add(document)
db.session.add(document_pipeline_execution_log)
diff --git a/api/services/tag_service.py b/api/services/tag_service.py
index db7ed3d5c3..937e6593fe 100644
--- a/api/services/tag_service.py
+++ b/api/services/tag_service.py
@@ -79,12 +79,12 @@ class TagService:
if TagService.get_tag_by_tag_name(args["type"], current_user.current_tenant_id, args["name"]):
raise ValueError("Tag name already exists")
tag = Tag(
- id=str(uuid.uuid4()),
name=args["name"],
type=args["type"],
created_by=current_user.id,
tenant_id=current_user.current_tenant_id,
)
+ tag.id = str(uuid.uuid4())
db.session.add(tag)
db.session.commit()
return tag
diff --git a/api/services/tools/mcp_tools_manage_service.py b/api/services/tools/mcp_tools_manage_service.py
index d798e11ff1..7eedf76aed 100644
--- a/api/services/tools/mcp_tools_manage_service.py
+++ b/api/services/tools/mcp_tools_manage_service.py
@@ -507,7 +507,11 @@ class MCPToolManageService:
return auth_result.response
def auth_with_actions(
- self, provider_entity: MCPProviderEntity, authorization_code: str | None = None
+ self,
+ provider_entity: MCPProviderEntity,
+ authorization_code: str | None = None,
+ resource_metadata_url: str | None = None,
+ scope_hint: str | None = None,
) -> dict[str, str]:
"""
Perform authentication and execute all resulting actions.
@@ -517,11 +521,18 @@ class MCPToolManageService:
Args:
provider_entity: The MCP provider entity
authorization_code: Optional authorization code
+ resource_metadata_url: Optional Protected Resource Metadata URL from WWW-Authenticate
+ scope_hint: Optional scope hint from WWW-Authenticate header
Returns:
Response dictionary from auth result
"""
- auth_result = auth(provider_entity, authorization_code)
+ auth_result = auth(
+ provider_entity,
+ authorization_code,
+ resource_metadata_url=resource_metadata_url,
+ scope_hint=scope_hint,
+ )
return self.execute_auth_actions(auth_result)
def _reconnect_provider(self, *, server_url: str, provider: MCPToolProvider) -> ReconnectResult:
diff --git a/api/services/tools/workflow_tools_manage_service.py b/api/services/tools/workflow_tools_manage_service.py
index b1cc963681..5413725798 100644
--- a/api/services/tools/workflow_tools_manage_service.py
+++ b/api/services/tools/workflow_tools_manage_service.py
@@ -14,7 +14,6 @@ from core.tools.utils.workflow_configuration_sync import WorkflowToolConfigurati
from core.tools.workflow_as_tool.provider import WorkflowToolProviderController
from core.tools.workflow_as_tool.tool import WorkflowTool
from extensions.ext_database import db
-from libs.uuid_utils import uuidv7
from models.model import App
from models.tools import WorkflowToolProvider
from models.workflow import Workflow
@@ -67,7 +66,6 @@ class WorkflowToolManageService:
with Session(db.engine, expire_on_commit=False) as session, session.begin():
workflow_tool_provider = WorkflowToolProvider(
- id=str(uuidv7()),
tenant_id=tenant_id,
user_id=user_id,
app_id=workflow_app_id,
diff --git a/api/services/trigger/app_trigger_service.py b/api/services/trigger/app_trigger_service.py
new file mode 100644
index 0000000000..6d5a719f63
--- /dev/null
+++ b/api/services/trigger/app_trigger_service.py
@@ -0,0 +1,46 @@
+"""
+AppTrigger management service.
+
+Handles AppTrigger model CRUD operations and status management.
+This service centralizes all AppTrigger-related business logic.
+"""
+
+import logging
+
+from sqlalchemy import update
+from sqlalchemy.orm import Session
+
+from extensions.ext_database import db
+from models.enums import AppTriggerStatus
+from models.trigger import AppTrigger
+
+logger = logging.getLogger(__name__)
+
+
+class AppTriggerService:
+ """Service for managing AppTrigger lifecycle and status."""
+
+ @staticmethod
+ def mark_tenant_triggers_rate_limited(tenant_id: str) -> None:
+ """
+ Mark all enabled triggers for a tenant as rate limited due to quota exceeded.
+
+ This method is called when a tenant's quota is exhausted. It updates all
+ enabled triggers to RATE_LIMITED status to prevent further executions until
+ quota is restored.
+
+ Args:
+ tenant_id: Tenant ID whose triggers should be marked as rate limited
+
+ """
+ try:
+ with Session(db.engine) as session:
+ session.execute(
+ update(AppTrigger)
+ .where(AppTrigger.tenant_id == tenant_id, AppTrigger.status == AppTriggerStatus.ENABLED)
+ .values(status=AppTriggerStatus.RATE_LIMITED)
+ )
+ session.commit()
+ logger.info("Marked all enabled triggers as rate limited for tenant %s", tenant_id)
+ except Exception:
+ logger.exception("Failed to mark all enabled triggers as rate limited for tenant %s", tenant_id)
diff --git a/api/services/trigger/trigger_provider_service.py b/api/services/trigger/trigger_provider_service.py
index 076cc7e776..668e4c5be2 100644
--- a/api/services/trigger/trigger_provider_service.py
+++ b/api/services/trigger/trigger_provider_service.py
@@ -181,19 +181,21 @@ class TriggerProviderService:
# Create provider record
subscription = TriggerSubscription(
- id=subscription_id or str(uuid.uuid4()),
tenant_id=tenant_id,
user_id=user_id,
name=name,
endpoint_id=endpoint_id,
provider_id=str(provider_id),
- parameters=parameters,
- properties=properties_encrypter.encrypt(dict(properties)),
- credentials=credential_encrypter.encrypt(dict(credentials)) if credential_encrypter else {},
+ parameters=dict(parameters),
+ properties=dict(properties_encrypter.encrypt(dict(properties))),
+ credentials=dict(credential_encrypter.encrypt(dict(credentials)))
+ if credential_encrypter
+ else {},
credential_type=credential_type.value,
credential_expires_at=credential_expires_at,
expires_at=expires_at,
)
+ subscription.id = subscription_id or str(uuid.uuid4())
session.add(subscription)
session.commit()
@@ -473,7 +475,7 @@ class TriggerProviderService:
oauth_params = encrypter.decrypt(dict(tenant_client.oauth_params))
return oauth_params
- is_verified = PluginService.is_plugin_verified(tenant_id, provider_id.plugin_id)
+ is_verified = PluginService.is_plugin_verified(tenant_id, provider_controller.plugin_unique_identifier)
if not is_verified:
return None
@@ -497,7 +499,8 @@ class TriggerProviderService:
"""
Check if system OAuth client exists for a trigger provider.
"""
- is_verified = PluginService.is_plugin_verified(tenant_id, provider_id.plugin_id)
+ provider_controller = TriggerManager.get_trigger_provider(tenant_id=tenant_id, provider_id=provider_id)
+ is_verified = PluginService.is_plugin_verified(tenant_id, provider_controller.plugin_unique_identifier)
if not is_verified:
return False
with Session(db.engine, expire_on_commit=False) as session:
diff --git a/api/services/trigger/trigger_service.py b/api/services/trigger/trigger_service.py
index 0255e42546..7f12c2e19c 100644
--- a/api/services/trigger/trigger_service.py
+++ b/api/services/trigger/trigger_service.py
@@ -210,7 +210,7 @@ class TriggerService:
for node_info in nodes_in_graph:
node_id = node_info["node_id"]
# firstly check if the node exists in cache
- if not redis_client.get(f"{cls.__PLUGIN_TRIGGER_NODE_CACHE_KEY__}:{node_id}"):
+ if not redis_client.get(f"{cls.__PLUGIN_TRIGGER_NODE_CACHE_KEY__}:{app.id}:{node_id}"):
not_found_in_cache.append(node_info)
continue
@@ -255,7 +255,7 @@ class TriggerService:
subscription_id=node_info["subscription_id"],
)
redis_client.set(
- f"{cls.__PLUGIN_TRIGGER_NODE_CACHE_KEY__}:{node_info['node_id']}",
+ f"{cls.__PLUGIN_TRIGGER_NODE_CACHE_KEY__}:{app.id}:{node_info['node_id']}",
cache.model_dump_json(),
ex=60 * 60,
)
@@ -285,7 +285,7 @@ class TriggerService:
subscription_id=node_info["subscription_id"],
)
redis_client.set(
- f"{cls.__PLUGIN_TRIGGER_NODE_CACHE_KEY__}:{node_id}",
+ f"{cls.__PLUGIN_TRIGGER_NODE_CACHE_KEY__}:{app.id}:{node_id}",
cache.model_dump_json(),
ex=60 * 60,
)
@@ -295,12 +295,9 @@ class TriggerService:
for node_id in nodes_id_in_db:
if node_id not in nodes_id_in_graph:
session.delete(nodes_id_in_db[node_id])
- redis_client.delete(f"{cls.__PLUGIN_TRIGGER_NODE_CACHE_KEY__}:{node_id}")
+ redis_client.delete(f"{cls.__PLUGIN_TRIGGER_NODE_CACHE_KEY__}:{app.id}:{node_id}")
session.commit()
except Exception:
- import logging
-
- logger = logging.getLogger(__name__)
logger.exception("Failed to sync plugin trigger relationships for app %s", app.id)
raise
finally:
diff --git a/api/services/trigger/webhook_service.py b/api/services/trigger/webhook_service.py
index 946764c35c..4b3e1330fd 100644
--- a/api/services/trigger/webhook_service.py
+++ b/api/services/trigger/webhook_service.py
@@ -5,6 +5,7 @@ import secrets
from collections.abc import Mapping
from typing import Any
+import orjson
from flask import request
from pydantic import BaseModel
from sqlalchemy import select
@@ -18,6 +19,7 @@ from core.file.models import FileTransferMethod
from core.tools.tool_file_manager import ToolFileManager
from core.variables.types import SegmentType
from core.workflow.enums import NodeType
+from enums.quota_type import QuotaType
from extensions.ext_database import db
from extensions.ext_redis import redis_client
from factories import file_factory
@@ -27,6 +29,8 @@ from models.trigger import AppTrigger, WorkflowWebhookTrigger
from models.workflow import Workflow
from services.async_workflow_service import AsyncWorkflowService
from services.end_user_service import EndUserService
+from services.errors.app import QuotaExceededError
+from services.trigger.app_trigger_service import AppTriggerService
from services.workflow.entities import WebhookTriggerData
logger = logging.getLogger(__name__)
@@ -98,6 +102,12 @@ class WebhookService:
raise ValueError(f"App trigger not found for webhook {webhook_id}")
# Only check enabled status if not in debug mode
+
+ if app_trigger.status == AppTriggerStatus.RATE_LIMITED:
+ raise ValueError(
+ f"Webhook trigger is rate limited for webhook {webhook_id}, please upgrade your plan."
+ )
+
if app_trigger.status != AppTriggerStatus.ENABLED:
raise ValueError(f"Webhook trigger is disabled for webhook {webhook_id}")
@@ -160,7 +170,7 @@ class WebhookService:
- method: HTTP method
- headers: Request headers
- query_params: Query parameters as strings
- - body: Request body (varies by content type)
+ - body: Request body (varies by content type; JSON parsing errors raise ValueError)
- files: Uploaded files (if any)
"""
cls._validate_content_length()
@@ -246,14 +256,21 @@ class WebhookService:
Returns:
tuple: (body_data, files_data) where:
- - body_data: Parsed JSON content or empty dict if parsing fails
+ - body_data: Parsed JSON content
- files_data: Empty dict (JSON requests don't contain files)
+
+ Raises:
+ ValueError: If JSON parsing fails
"""
+ raw_body = request.get_data(cache=True)
+ if not raw_body or raw_body.strip() == b"":
+ return {}, {}
+
try:
- body = request.get_json() or {}
- except Exception:
- logger.warning("Failed to parse JSON body")
- body = {}
+ body = orjson.loads(raw_body)
+ except orjson.JSONDecodeError as exc:
+ logger.warning("Failed to parse JSON body: %s", exc)
+ raise ValueError(f"Invalid JSON body: {exc}") from exc
return body, {}
@classmethod
@@ -729,6 +746,18 @@ class WebhookService:
user_id=None,
)
+ # consume quota before triggering workflow execution
+ try:
+ QuotaType.TRIGGER.consume(webhook_trigger.tenant_id)
+ except QuotaExceededError:
+ AppTriggerService.mark_tenant_triggers_rate_limited(webhook_trigger.tenant_id)
+ logger.info(
+ "Tenant %s rate limited, skipping webhook trigger %s",
+ webhook_trigger.tenant_id,
+ webhook_trigger.webhook_id,
+ )
+ raise
+
# Trigger workflow execution asynchronously
AsyncWorkflowService.trigger_workflow_async(
session,
@@ -812,7 +841,7 @@ class WebhookService:
not_found_in_cache: list[str] = []
for node_id in nodes_id_in_graph:
# firstly check if the node exists in cache
- if not redis_client.get(f"{cls.__WEBHOOK_NODE_CACHE_KEY__}:{node_id}"):
+ if not redis_client.get(f"{cls.__WEBHOOK_NODE_CACHE_KEY__}:{app.id}:{node_id}"):
not_found_in_cache.append(node_id)
continue
@@ -845,14 +874,16 @@ class WebhookService:
session.add(webhook_record)
session.flush()
cache = Cache(record_id=webhook_record.id, node_id=node_id, webhook_id=webhook_record.webhook_id)
- redis_client.set(f"{cls.__WEBHOOK_NODE_CACHE_KEY__}:{node_id}", cache.model_dump_json(), ex=60 * 60)
+ redis_client.set(
+ f"{cls.__WEBHOOK_NODE_CACHE_KEY__}:{app.id}:{node_id}", cache.model_dump_json(), ex=60 * 60
+ )
session.commit()
# delete the nodes not found in the graph
for node_id in nodes_id_in_db:
if node_id not in nodes_id_in_graph:
session.delete(nodes_id_in_db[node_id])
- redis_client.delete(f"{cls.__WEBHOOK_NODE_CACHE_KEY__}:{node_id}")
+ redis_client.delete(f"{cls.__WEBHOOK_NODE_CACHE_KEY__}:{app.id}:{node_id}")
session.commit()
except Exception:
logger.exception("Failed to sync webhook relationships for app %s", app.id)
diff --git a/api/services/workflow/queue_dispatcher.py b/api/services/workflow/queue_dispatcher.py
index c55de7a085..cc366482c8 100644
--- a/api/services/workflow/queue_dispatcher.py
+++ b/api/services/workflow/queue_dispatcher.py
@@ -2,16 +2,14 @@
Queue dispatcher system for async workflow execution.
Implements an ABC-based pattern for handling different subscription tiers
-with appropriate queue routing and rate limiting.
+with appropriate queue routing and priority assignment.
"""
from abc import ABC, abstractmethod
from enum import StrEnum
from configs import dify_config
-from extensions.ext_redis import redis_client
from services.billing_service import BillingService
-from services.workflow.rate_limiter import TenantDailyRateLimiter
class QueuePriority(StrEnum):
@@ -25,50 +23,16 @@ class QueuePriority(StrEnum):
class BaseQueueDispatcher(ABC):
"""Abstract base class for queue dispatchers"""
- def __init__(self):
- self.rate_limiter = TenantDailyRateLimiter(redis_client)
-
@abstractmethod
def get_queue_name(self) -> str:
"""Get the queue name for this dispatcher"""
pass
- @abstractmethod
- def get_daily_limit(self) -> int:
- """Get daily execution limit"""
- pass
-
@abstractmethod
def get_priority(self) -> int:
"""Get task priority level"""
pass
- def check_daily_quota(self, tenant_id: str) -> bool:
- """
- Check if tenant has remaining daily quota
-
- Args:
- tenant_id: The tenant identifier
-
- Returns:
- True if quota available, False otherwise
- """
- # Check without consuming
- remaining = self.rate_limiter.get_remaining_quota(tenant_id=tenant_id, max_daily_limit=self.get_daily_limit())
- return remaining > 0
-
- def consume_quota(self, tenant_id: str) -> bool:
- """
- Consume one execution from daily quota
-
- Args:
- tenant_id: The tenant identifier
-
- Returns:
- True if quota consumed successfully, False if limit reached
- """
- return self.rate_limiter.check_and_consume(tenant_id=tenant_id, max_daily_limit=self.get_daily_limit())
-
class ProfessionalQueueDispatcher(BaseQueueDispatcher):
"""Dispatcher for professional tier"""
@@ -76,9 +40,6 @@ class ProfessionalQueueDispatcher(BaseQueueDispatcher):
def get_queue_name(self) -> str:
return QueuePriority.PROFESSIONAL
- def get_daily_limit(self) -> int:
- return int(1e9)
-
def get_priority(self) -> int:
return 100
@@ -89,9 +50,6 @@ class TeamQueueDispatcher(BaseQueueDispatcher):
def get_queue_name(self) -> str:
return QueuePriority.TEAM
- def get_daily_limit(self) -> int:
- return int(1e9)
-
def get_priority(self) -> int:
return 50
@@ -102,9 +60,6 @@ class SandboxQueueDispatcher(BaseQueueDispatcher):
def get_queue_name(self) -> str:
return QueuePriority.SANDBOX
- def get_daily_limit(self) -> int:
- return dify_config.APP_DAILY_RATE_LIMIT
-
def get_priority(self) -> int:
return 10
diff --git a/api/services/workflow/rate_limiter.py b/api/services/workflow/rate_limiter.py
deleted file mode 100644
index 1ccb4e1961..0000000000
--- a/api/services/workflow/rate_limiter.py
+++ /dev/null
@@ -1,183 +0,0 @@
-"""
-Day-based rate limiter for workflow executions.
-
-Implements UTC-based daily quotas that reset at midnight UTC for consistent rate limiting.
-"""
-
-from datetime import UTC, datetime, time, timedelta
-from typing import Union
-
-import pytz
-from redis import Redis
-from sqlalchemy import select
-
-from extensions.ext_database import db
-from extensions.ext_redis import RedisClientWrapper
-from models.account import Account, TenantAccountJoin, TenantAccountRole
-
-
-class TenantDailyRateLimiter:
- """
- Day-based rate limiter that resets at midnight UTC
-
- This class provides Redis-based rate limiting with the following features:
- - Daily quotas that reset at midnight UTC for consistency
- - Atomic check-and-consume operations
- - Automatic cleanup of stale counters
- - Timezone-aware error messages for better UX
- """
-
- def __init__(self, redis_client: Union[Redis, RedisClientWrapper]):
- self.redis = redis_client
-
- def get_tenant_owner_timezone(self, tenant_id: str) -> str:
- """
- Get timezone of tenant owner
-
- Args:
- tenant_id: The tenant identifier
-
- Returns:
- Timezone string (e.g., 'America/New_York', 'UTC')
- """
- # Query to get tenant owner's timezone using scalar and select
- owner = db.session.scalar(
- select(Account)
- .join(TenantAccountJoin, TenantAccountJoin.account_id == Account.id)
- .where(TenantAccountJoin.tenant_id == tenant_id, TenantAccountJoin.role == TenantAccountRole.OWNER)
- )
-
- if not owner:
- return "UTC"
-
- return owner.timezone or "UTC"
-
- def _get_day_key(self, tenant_id: str) -> str:
- """
- Get Redis key for current UTC day
-
- Args:
- tenant_id: The tenant identifier
-
- Returns:
- Redis key for the current UTC day
- """
- utc_now = datetime.now(UTC)
- date_str = utc_now.strftime("%Y-%m-%d")
- return f"workflow:daily_limit:{tenant_id}:{date_str}"
-
- def _get_ttl_seconds(self) -> int:
- """
- Calculate seconds until UTC midnight
-
- Returns:
- Number of seconds until UTC midnight
- """
- utc_now = datetime.now(UTC)
-
- # Get next midnight in UTC
- next_midnight = datetime.combine(utc_now.date() + timedelta(days=1), time.min)
- next_midnight = next_midnight.replace(tzinfo=UTC)
-
- return int((next_midnight - utc_now).total_seconds())
-
- def check_and_consume(self, tenant_id: str, max_daily_limit: int) -> bool:
- """
- Check if quota available and consume one execution
-
- Args:
- tenant_id: The tenant identifier
- max_daily_limit: Maximum daily limit
-
- Returns:
- True if quota consumed successfully, False if limit reached
- """
- key = self._get_day_key(tenant_id)
- ttl = self._get_ttl_seconds()
-
- # Check current usage
- current = self.redis.get(key)
-
- if current is None:
- # First execution of the day - set to 1
- self.redis.setex(key, ttl, 1)
- return True
-
- current_count = int(current)
- if current_count < max_daily_limit:
- # Within limit, increment
- new_count = self.redis.incr(key)
- # Update TTL
- self.redis.expire(key, ttl)
-
- # Double-check in case of race condition
- if new_count <= max_daily_limit:
- return True
- else:
- # Race condition occurred, decrement back
- self.redis.decr(key)
- return False
- else:
- # Limit exceeded
- return False
-
- def get_remaining_quota(self, tenant_id: str, max_daily_limit: int) -> int:
- """
- Get remaining quota for the day
-
- Args:
- tenant_id: The tenant identifier
- max_daily_limit: Maximum daily limit
-
- Returns:
- Number of remaining executions for the day
- """
- key = self._get_day_key(tenant_id)
- used = int(self.redis.get(key) or 0)
- return max(0, max_daily_limit - used)
-
- def get_current_usage(self, tenant_id: str) -> int:
- """
- Get current usage for the day
-
- Args:
- tenant_id: The tenant identifier
-
- Returns:
- Number of executions used today
- """
- key = self._get_day_key(tenant_id)
- return int(self.redis.get(key) or 0)
-
- def reset_quota(self, tenant_id: str) -> bool:
- """
- Reset quota for testing purposes
-
- Args:
- tenant_id: The tenant identifier
-
- Returns:
- True if key was deleted, False if key didn't exist
- """
- key = self._get_day_key(tenant_id)
- return bool(self.redis.delete(key))
-
- def get_quota_reset_time(self, tenant_id: str, timezone_str: str) -> datetime:
- """
- Get the time when quota will reset (next UTC midnight in tenant's timezone)
-
- Args:
- tenant_id: The tenant identifier
- timezone_str: Tenant's timezone for display purposes
-
- Returns:
- Datetime when quota resets (next UTC midnight in tenant's timezone)
- """
- tz = pytz.timezone(timezone_str)
- utc_now = datetime.now(UTC)
-
- # Get next midnight in UTC, then convert to tenant's timezone
- next_utc_midnight = datetime.combine(utc_now.date() + timedelta(days=1), time.min)
- next_utc_midnight = pytz.UTC.localize(next_utc_midnight)
-
- return next_utc_midnight.astimezone(tz)
diff --git a/api/services/workflow_draft_variable_service.py b/api/services/workflow_draft_variable_service.py
index c5d1f6ab13..f299ce3baa 100644
--- a/api/services/workflow_draft_variable_service.py
+++ b/api/services/workflow_draft_variable_service.py
@@ -7,7 +7,8 @@ from enum import StrEnum
from typing import Any, ClassVar
from sqlalchemy import Engine, orm, select
-from sqlalchemy.dialects.postgresql import insert
+from sqlalchemy.dialects.mysql import insert as mysql_insert
+from sqlalchemy.dialects.postgresql import insert as pg_insert
from sqlalchemy.orm import Session, sessionmaker
from sqlalchemy.sql.expression import and_, or_
@@ -627,28 +628,51 @@ def _batch_upsert_draft_variable(
#
# For these reasons, we use the SQLAlchemy query builder and rely on dialect-specific
# insert operations instead of the ORM layer.
- stmt = insert(WorkflowDraftVariable).values([_model_to_insertion_dict(v) for v in draft_vars])
- if policy == _UpsertPolicy.OVERWRITE:
- stmt = stmt.on_conflict_do_update(
- index_elements=WorkflowDraftVariable.unique_app_id_node_id_name(),
- set_={
+
+ # Use different insert statements based on database type
+ if dify_config.SQLALCHEMY_DATABASE_URI_SCHEME == "postgresql":
+ stmt = pg_insert(WorkflowDraftVariable).values([_model_to_insertion_dict(v) for v in draft_vars])
+ if policy == _UpsertPolicy.OVERWRITE:
+ stmt = stmt.on_conflict_do_update(
+ index_elements=WorkflowDraftVariable.unique_app_id_node_id_name(),
+ set_={
+ # Refresh creation timestamp to ensure updated variables
+ # appear first in chronologically sorted result sets.
+ "created_at": stmt.excluded.created_at,
+ "updated_at": stmt.excluded.updated_at,
+ "last_edited_at": stmt.excluded.last_edited_at,
+ "description": stmt.excluded.description,
+ "value_type": stmt.excluded.value_type,
+ "value": stmt.excluded.value,
+ "visible": stmt.excluded.visible,
+ "editable": stmt.excluded.editable,
+ "node_execution_id": stmt.excluded.node_execution_id,
+ "file_id": stmt.excluded.file_id,
+ },
+ )
+ elif policy == _UpsertPolicy.IGNORE:
+ stmt = stmt.on_conflict_do_nothing(index_elements=WorkflowDraftVariable.unique_app_id_node_id_name())
+ else:
+ stmt = mysql_insert(WorkflowDraftVariable).values([_model_to_insertion_dict(v) for v in draft_vars]) # type: ignore[assignment]
+ if policy == _UpsertPolicy.OVERWRITE:
+ stmt = stmt.on_duplicate_key_update( # type: ignore[attr-defined]
# Refresh creation timestamp to ensure updated variables
# appear first in chronologically sorted result sets.
- "created_at": stmt.excluded.created_at,
- "updated_at": stmt.excluded.updated_at,
- "last_edited_at": stmt.excluded.last_edited_at,
- "description": stmt.excluded.description,
- "value_type": stmt.excluded.value_type,
- "value": stmt.excluded.value,
- "visible": stmt.excluded.visible,
- "editable": stmt.excluded.editable,
- "node_execution_id": stmt.excluded.node_execution_id,
- "file_id": stmt.excluded.file_id,
- },
- )
- elif policy == _UpsertPolicy.IGNORE:
- stmt = stmt.on_conflict_do_nothing(index_elements=WorkflowDraftVariable.unique_app_id_node_id_name())
- else:
+ created_at=stmt.inserted.created_at, # type: ignore[attr-defined]
+ updated_at=stmt.inserted.updated_at, # type: ignore[attr-defined]
+ last_edited_at=stmt.inserted.last_edited_at, # type: ignore[attr-defined]
+ description=stmt.inserted.description, # type: ignore[attr-defined]
+ value_type=stmt.inserted.value_type, # type: ignore[attr-defined]
+ value=stmt.inserted.value, # type: ignore[attr-defined]
+ visible=stmt.inserted.visible, # type: ignore[attr-defined]
+ editable=stmt.inserted.editable, # type: ignore[attr-defined]
+ node_execution_id=stmt.inserted.node_execution_id, # type: ignore[attr-defined]
+ file_id=stmt.inserted.file_id, # type: ignore[attr-defined]
+ )
+ elif policy == _UpsertPolicy.IGNORE:
+ stmt = stmt.prefix_with("IGNORE")
+
+ if policy not in [_UpsertPolicy.OVERWRITE, _UpsertPolicy.IGNORE]:
raise Exception("Invalid value for update policy.")
session.execute(stmt)
diff --git a/api/services/workflow_service.py b/api/services/workflow_service.py
index e8088e17c1..b45a167b73 100644
--- a/api/services/workflow_service.py
+++ b/api/services/workflow_service.py
@@ -7,6 +7,7 @@ from typing import Any, cast
from sqlalchemy import exists, select
from sqlalchemy.orm import Session, sessionmaker
+from configs import dify_config
from core.app.app_config.entities import VariableEntityType
from core.app.apps.advanced_chat.app_config_manager import AdvancedChatAppConfigManager
from core.app.apps.workflow.app_config_manager import WorkflowAppConfigManager
@@ -14,7 +15,7 @@ from core.file import File
from core.repositories import DifyCoreRepositoryFactory
from core.variables import Variable
from core.variables.variables import VariableUnion
-from core.workflow.entities import VariablePool, WorkflowNodeExecution
+from core.workflow.entities import WorkflowNodeExecution
from core.workflow.enums import ErrorStrategy, WorkflowNodeExecutionMetadataKey, WorkflowNodeExecutionStatus
from core.workflow.errors import WorkflowNodeRunFailedError
from core.workflow.graph_events import GraphNodeEventBase, NodeRunFailedEvent, NodeRunSucceededEvent
@@ -23,8 +24,10 @@ from core.workflow.nodes import NodeType
from core.workflow.nodes.base.node import Node
from core.workflow.nodes.node_mapping import LATEST_VERSION, NODE_TYPE_CLASSES_MAPPING
from core.workflow.nodes.start.entities import StartNodeData
+from core.workflow.runtime import VariablePool
from core.workflow.system_variable import SystemVariable
from core.workflow.workflow_entry import WorkflowEntry
+from enums.cloud_plan import CloudPlan
from events.app_event import app_draft_workflow_was_synced, app_published_workflow_was_updated
from extensions.ext_database import db
from extensions.ext_storage import storage
@@ -35,8 +38,9 @@ from models.model import App, AppMode
from models.tools import WorkflowToolProvider
from models.workflow import Workflow, WorkflowNodeExecutionModel, WorkflowNodeExecutionTriggeredFrom, WorkflowType
from repositories.factory import DifyAPIRepositoryFactory
+from services.billing_service import BillingService
from services.enterprise.plugin_manager_service import PluginCredentialType
-from services.errors.app import IsDraftWorkflowError, WorkflowHashNotEqualError
+from services.errors.app import IsDraftWorkflowError, TriggerNodeLimitExceededError, WorkflowHashNotEqualError
from services.workflow.workflow_converter import WorkflowConverter
from .errors.workflow_service import DraftWorkflowDeletionError, WorkflowInUseError
@@ -272,6 +276,21 @@ class WorkflowService:
# validate graph structure
self.validate_graph_structure(graph=draft_workflow.graph_dict)
+ # billing check
+ if dify_config.BILLING_ENABLED:
+ limit_info = BillingService.get_info(app_model.tenant_id)
+ if limit_info["subscription"]["plan"] == CloudPlan.SANDBOX:
+ # Check trigger node count limit for SANDBOX plan
+ trigger_node_count = sum(
+ 1
+ for _, node_data in draft_workflow.walk_nodes()
+ if (node_type_str := node_data.get("type"))
+ and isinstance(node_type_str, str)
+ and NodeType(node_type_str).is_trigger_node
+ )
+ if trigger_node_count > 2:
+ raise TriggerNodeLimitExceededError(count=trigger_node_count, limit=2)
+
# create new workflow
workflow = Workflow.new(
tenant_id=app_model.tenant_id,
diff --git a/api/tasks/async_workflow_tasks.py b/api/tasks/async_workflow_tasks.py
index de099c3e96..f8aac5b469 100644
--- a/api/tasks/async_workflow_tasks.py
+++ b/api/tasks/async_workflow_tasks.py
@@ -15,11 +15,10 @@ from sqlalchemy.orm import Session, sessionmaker
from configs import dify_config
from core.app.apps.workflow.app_generator import SKIP_PREPARE_USER_INPUTS_KEY, WorkflowAppGenerator
from core.app.entities.app_invoke_entities import InvokeFrom
-from core.app.layers.timeslice_layer import TimeSliceLayer
from core.app.layers.trigger_post_layer import TriggerPostLayer
from extensions.ext_database import db
from models.account import Account
-from models.enums import AppTriggerType, CreatorUserRole, WorkflowTriggerStatus
+from models.enums import CreatorUserRole, WorkflowTriggerStatus
from models.model import App, EndUser, Tenant
from models.trigger import WorkflowTriggerLog
from models.workflow import Workflow
@@ -83,14 +82,12 @@ def execute_workflow_sandbox(task_data_dict: dict[str, Any]):
def _build_generator_args(trigger_data: TriggerData) -> dict[str, Any]:
"""Build args passed into WorkflowAppGenerator.generate for Celery executions."""
+
args: dict[str, Any] = {
"inputs": dict(trigger_data.inputs),
"files": list(trigger_data.files),
+ SKIP_PREPARE_USER_INPUTS_KEY: True,
}
-
- if trigger_data.trigger_type == AppTriggerType.TRIGGER_WEBHOOK:
- args[SKIP_PREPARE_USER_INPUTS_KEY] = True # Webhooks already provide structured inputs
-
return args
@@ -159,7 +156,7 @@ def _execute_workflow_common(
triggered_from=trigger_data.trigger_from,
root_node_id=trigger_data.root_node_id,
graph_engine_layers=[
- TimeSliceLayer(cfs_plan_scheduler),
+ # TODO: Re-enable TimeSliceLayer after the HITL release.
TriggerPostLayer(cfs_plan_scheduler_entity, start_time, trigger_log.id, session_factory),
],
)
diff --git a/api/tasks/trigger_processing_tasks.py b/api/tasks/trigger_processing_tasks.py
index 985125e66b..ee1d31aa91 100644
--- a/api/tasks/trigger_processing_tasks.py
+++ b/api/tasks/trigger_processing_tasks.py
@@ -26,14 +26,22 @@ from core.trigger.provider import PluginTriggerProviderController
from core.trigger.trigger_manager import TriggerManager
from core.workflow.enums import NodeType, WorkflowExecutionStatus
from core.workflow.nodes.trigger_plugin.entities import TriggerEventNodeData
+from enums.quota_type import QuotaType, unlimited
from extensions.ext_database import db
-from models.enums import AppTriggerType, CreatorUserRole, WorkflowRunTriggeredFrom, WorkflowTriggerStatus
+from models.enums import (
+ AppTriggerType,
+ CreatorUserRole,
+ WorkflowRunTriggeredFrom,
+ WorkflowTriggerStatus,
+)
from models.model import EndUser
from models.provider_ids import TriggerProviderID
from models.trigger import TriggerSubscription, WorkflowPluginTrigger, WorkflowTriggerLog
from models.workflow import Workflow, WorkflowAppLog, WorkflowAppLogCreatedFrom, WorkflowRun
from services.async_workflow_service import AsyncWorkflowService
from services.end_user_service import EndUserService
+from services.errors.app import QuotaExceededError
+from services.trigger.app_trigger_service import AppTriggerService
from services.trigger.trigger_provider_service import TriggerProviderService
from services.trigger.trigger_request_service import TriggerHttpRequestCachingService
from services.trigger.trigger_subscription_operator_service import TriggerSubscriptionOperatorService
@@ -210,6 +218,8 @@ def _record_trigger_failure_log(
finished_at=now,
elapsed_time=0.0,
total_tokens=0,
+ outputs=None,
+ celery_task_id=None,
)
session.add(trigger_log)
session.commit()
@@ -287,6 +297,17 @@ def dispatch_triggered_workflow(
icon_dark_filename=trigger_entity.identity.icon_dark or "",
)
+ # consume quota before invoking trigger
+ quota_charge = unlimited()
+ try:
+ quota_charge = QuotaType.TRIGGER.consume(subscription.tenant_id)
+ except QuotaExceededError:
+ AppTriggerService.mark_tenant_triggers_rate_limited(subscription.tenant_id)
+ logger.info(
+ "Tenant %s rate limited, skipping plugin trigger %s", subscription.tenant_id, plugin_trigger.id
+ )
+ return 0
+
node_data: TriggerEventNodeData = TriggerEventNodeData.model_validate(event_node)
invoke_response: TriggerInvokeEventResponse | None = None
try:
@@ -305,6 +326,8 @@ def dispatch_triggered_workflow(
payload=payload,
)
except PluginInvokeError as e:
+ quota_charge.refund()
+
error_message = e.to_user_friendly_error(plugin_name=trigger_entity.identity.name)
try:
end_user = end_users.get(plugin_trigger.app_id)
@@ -326,6 +349,8 @@ def dispatch_triggered_workflow(
)
continue
except Exception:
+ quota_charge.refund()
+
logger.exception(
"Failed to invoke trigger event for app %s",
plugin_trigger.app_id,
@@ -333,6 +358,8 @@ def dispatch_triggered_workflow(
continue
if invoke_response is not None and invoke_response.cancelled:
+ quota_charge.refund()
+
logger.info(
"Trigger ignored for app %s with trigger event %s",
plugin_trigger.app_id,
@@ -366,6 +393,8 @@ def dispatch_triggered_workflow(
event_name,
)
except Exception:
+ quota_charge.refund()
+
logger.exception(
"Failed to trigger workflow for app %s",
plugin_trigger.app_id,
diff --git a/api/tasks/trigger_subscription_refresh_tasks.py b/api/tasks/trigger_subscription_refresh_tasks.py
index 11324df881..ed92f3f3c5 100644
--- a/api/tasks/trigger_subscription_refresh_tasks.py
+++ b/api/tasks/trigger_subscription_refresh_tasks.py
@@ -6,6 +6,7 @@ from typing import Any
from celery import shared_task
from sqlalchemy.orm import Session
+from configs import dify_config
from core.plugin.entities.plugin_daemon import CredentialType
from core.trigger.utils.locks import build_trigger_refresh_lock_key
from extensions.ext_database import db
@@ -25,9 +26,10 @@ def _load_subscription(session: Session, tenant_id: str, subscription_id: str) -
def _refresh_oauth_if_expired(tenant_id: str, subscription: TriggerSubscription, now: int) -> None:
+ threshold_seconds: int = int(dify_config.TRIGGER_PROVIDER_CREDENTIAL_THRESHOLD_SECONDS)
if (
subscription.credential_expires_at != -1
- and int(subscription.credential_expires_at) <= now
+ and int(subscription.credential_expires_at) <= now + threshold_seconds
and CredentialType.of(subscription.credential_type) == CredentialType.OAUTH2
):
logger.info(
@@ -53,13 +55,15 @@ def _refresh_subscription_if_expired(
subscription: TriggerSubscription,
now: int,
) -> None:
- if subscription.expires_at == -1 or int(subscription.expires_at) > now:
+ threshold_seconds: int = int(dify_config.TRIGGER_PROVIDER_SUBSCRIPTION_THRESHOLD_SECONDS)
+ if subscription.expires_at == -1 or int(subscription.expires_at) > now + threshold_seconds:
logger.debug(
- "Subscription not due: tenant=%s subscription_id=%s expires_at=%s now=%s",
+ "Subscription not due: tenant=%s subscription_id=%s expires_at=%s now=%s threshold=%s",
tenant_id,
subscription.id,
subscription.expires_at,
now,
+ threshold_seconds,
)
return
diff --git a/api/tasks/workflow_schedule_tasks.py b/api/tasks/workflow_schedule_tasks.py
index f0596a8f4a..f54e02a219 100644
--- a/api/tasks/workflow_schedule_tasks.py
+++ b/api/tasks/workflow_schedule_tasks.py
@@ -8,9 +8,12 @@ from core.workflow.nodes.trigger_schedule.exc import (
ScheduleNotFoundError,
TenantOwnerNotFoundError,
)
+from enums.quota_type import QuotaType, unlimited
from extensions.ext_database import db
from models.trigger import WorkflowSchedulePlan
from services.async_workflow_service import AsyncWorkflowService
+from services.errors.app import QuotaExceededError
+from services.trigger.app_trigger_service import AppTriggerService
from services.trigger.schedule_service import ScheduleService
from services.workflow.entities import ScheduleTriggerData
@@ -30,6 +33,7 @@ def run_schedule_trigger(schedule_id: str) -> None:
TenantOwnerNotFoundError: If no owner/admin for tenant
ScheduleExecutionError: If workflow trigger fails
"""
+
session_factory = sessionmaker(bind=db.engine, expire_on_commit=False)
with session_factory() as session:
@@ -41,6 +45,14 @@ def run_schedule_trigger(schedule_id: str) -> None:
if not tenant_owner:
raise TenantOwnerNotFoundError(f"No owner or admin found for tenant {schedule.tenant_id}")
+ quota_charge = unlimited()
+ try:
+ quota_charge = QuotaType.TRIGGER.consume(schedule.tenant_id)
+ except QuotaExceededError:
+ AppTriggerService.mark_tenant_triggers_rate_limited(schedule.tenant_id)
+ logger.info("Tenant %s rate limited, skipping schedule trigger %s", schedule.tenant_id, schedule_id)
+ return
+
try:
# Production dispatch: Trigger the workflow normally
response = AsyncWorkflowService.trigger_workflow_async(
@@ -55,6 +67,7 @@ def run_schedule_trigger(schedule_id: str) -> None:
)
logger.info("Schedule %s triggered workflow: %s", schedule_id, response.workflow_trigger_log_id)
except Exception as e:
+ quota_charge.refund()
raise ScheduleExecutionError(
f"Failed to trigger workflow for schedule {schedule_id}, app {schedule.app_id}"
) from e
diff --git a/api/tests/integration_tests/.env.example b/api/tests/integration_tests/.env.example
index e4c534f046..e508ceef66 100644
--- a/api/tests/integration_tests/.env.example
+++ b/api/tests/integration_tests/.env.example
@@ -62,6 +62,7 @@ WEAVIATE_ENDPOINT=http://localhost:8080
WEAVIATE_API_KEY=WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih
WEAVIATE_GRPC_ENABLED=false
WEAVIATE_BATCH_SIZE=100
+WEAVIATE_TOKENIZATION=word
# Upload configuration
@@ -174,6 +175,7 @@ MAX_VARIABLE_SIZE=204800
# App configuration
APP_MAX_EXECUTION_TIME=1200
+APP_DEFAULT_ACTIVE_REQUESTS=0
APP_MAX_ACTIVE_REQUESTS=0
# Celery beat configuration
diff --git a/api/tests/integration_tests/controllers/console/app/test_feedback_api_basic.py b/api/tests/integration_tests/controllers/console/app/test_feedback_api_basic.py
new file mode 100644
index 0000000000..b164e4f887
--- /dev/null
+++ b/api/tests/integration_tests/controllers/console/app/test_feedback_api_basic.py
@@ -0,0 +1,106 @@
+"""Basic integration tests for Feedback API endpoints."""
+
+import uuid
+
+from flask.testing import FlaskClient
+
+
+class TestFeedbackApiBasic:
+ """Basic tests for feedback API endpoints."""
+
+ def test_feedback_export_endpoint_exists(self, test_client: FlaskClient, auth_header):
+ """Test that feedback export endpoint exists and handles basic requests."""
+
+ app_id = str(uuid.uuid4())
+
+ # Test endpoint exists (even if it fails, it should return 500 or 403, not 404)
+ response = test_client.get(
+ f"/console/api/apps/{app_id}/feedbacks/export", headers=auth_header, query_string={"format": "csv"}
+ )
+
+ # Should not return 404 (endpoint exists)
+ assert response.status_code != 404
+
+ # Should return authentication or permission error
+ assert response.status_code in [401, 403, 500] # 500 if app doesn't exist, 403 if no permission
+
+ def test_feedback_summary_endpoint_exists(self, test_client: FlaskClient, auth_header):
+ """Test that feedback summary endpoint exists and handles basic requests."""
+
+ app_id = str(uuid.uuid4())
+
+ # Test endpoint exists
+ response = test_client.get(f"/console/api/apps/{app_id}/feedbacks/summary", headers=auth_header)
+
+ # Should not return 404 (endpoint exists)
+ assert response.status_code != 404
+
+ # Should return authentication or permission error
+ assert response.status_code in [401, 403, 500]
+
+ def test_feedback_export_invalid_format(self, test_client: FlaskClient, auth_header):
+ """Test feedback export endpoint with invalid format parameter."""
+
+ app_id = str(uuid.uuid4())
+
+ # Test with invalid format
+ response = test_client.get(
+ f"/console/api/apps/{app_id}/feedbacks/export",
+ headers=auth_header,
+ query_string={"format": "invalid_format"},
+ )
+
+ # Should not return 404
+ assert response.status_code != 404
+
+ def test_feedback_export_with_filters(self, test_client: FlaskClient, auth_header):
+ """Test feedback export endpoint with various filter parameters."""
+
+ app_id = str(uuid.uuid4())
+
+ # Test with various filter combinations
+ filter_params = [
+ {"from_source": "user"},
+ {"rating": "like"},
+ {"has_comment": True},
+ {"start_date": "2024-01-01"},
+ {"end_date": "2024-12-31"},
+ {"format": "json"},
+ {
+ "from_source": "admin",
+ "rating": "dislike",
+ "has_comment": True,
+ "start_date": "2024-01-01",
+ "end_date": "2024-12-31",
+ "format": "csv",
+ },
+ ]
+
+ for params in filter_params:
+ response = test_client.get(
+ f"/console/api/apps/{app_id}/feedbacks/export", headers=auth_header, query_string=params
+ )
+
+ # Should not return 404
+ assert response.status_code != 404
+
+ def test_feedback_export_invalid_dates(self, test_client: FlaskClient, auth_header):
+ """Test feedback export endpoint with invalid date formats."""
+
+ app_id = str(uuid.uuid4())
+
+ # Test with invalid date formats
+ invalid_dates = [
+ {"start_date": "invalid-date"},
+ {"end_date": "not-a-date"},
+ {"start_date": "2024-13-01"}, # Invalid month
+ {"end_date": "2024-12-32"}, # Invalid day
+ ]
+
+ for params in invalid_dates:
+ response = test_client.get(
+ f"/console/api/apps/{app_id}/feedbacks/export", headers=auth_header, query_string=params
+ )
+
+ # Should not return 404
+ assert response.status_code != 404
diff --git a/api/tests/integration_tests/controllers/console/app/test_feedback_export_api.py b/api/tests/integration_tests/controllers/console/app/test_feedback_export_api.py
new file mode 100644
index 0000000000..0f8b42e98b
--- /dev/null
+++ b/api/tests/integration_tests/controllers/console/app/test_feedback_export_api.py
@@ -0,0 +1,334 @@
+"""Integration tests for Feedback Export API endpoints."""
+
+import json
+import uuid
+from datetime import datetime
+from types import SimpleNamespace
+from unittest import mock
+
+import pytest
+from flask.testing import FlaskClient
+
+from controllers.console.app import message as message_api
+from controllers.console.app import wraps
+from libs.datetime_utils import naive_utc_now
+from models import App, Tenant
+from models.account import Account, TenantAccountJoin, TenantAccountRole
+from models.model import AppMode, MessageFeedback
+from services.feedback_service import FeedbackService
+
+
+class TestFeedbackExportApi:
+ """Test feedback export API endpoints."""
+
+ @pytest.fixture
+ def mock_app_model(self):
+ """Create a mock App model for testing."""
+ app = App()
+ app.id = str(uuid.uuid4())
+ app.mode = AppMode.CHAT
+ app.tenant_id = str(uuid.uuid4())
+ app.status = "normal"
+ app.name = "Test App"
+ return app
+
+ @pytest.fixture
+ def mock_account(self, monkeypatch: pytest.MonkeyPatch):
+ """Create a mock Account for testing."""
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.last_active_at = naive_utc_now()
+ account.created_at = naive_utc_now()
+ account.updated_at = naive_utc_now()
+ account.id = str(uuid.uuid4())
+
+ # Create mock tenant
+ tenant = Tenant(name="Test Tenant")
+ tenant.id = str(uuid.uuid4())
+
+ mock_session_instance = mock.Mock()
+
+ mock_tenant_join = TenantAccountJoin(role=TenantAccountRole.OWNER)
+ monkeypatch.setattr(mock_session_instance, "scalar", mock.Mock(return_value=mock_tenant_join))
+
+ mock_scalars_result = mock.Mock()
+ mock_scalars_result.one.return_value = tenant
+ monkeypatch.setattr(mock_session_instance, "scalars", mock.Mock(return_value=mock_scalars_result))
+
+ mock_session_context = mock.Mock()
+ mock_session_context.__enter__.return_value = mock_session_instance
+ monkeypatch.setattr("models.account.Session", lambda _, expire_on_commit: mock_session_context)
+
+ account.current_tenant = tenant
+ return account
+
+ @pytest.fixture
+ def sample_feedback_data(self):
+ """Create sample feedback data for testing."""
+ app_id = str(uuid.uuid4())
+ conversation_id = str(uuid.uuid4())
+ message_id = str(uuid.uuid4())
+
+ # Mock feedback data
+ user_feedback = MessageFeedback(
+ id=str(uuid.uuid4()),
+ app_id=app_id,
+ conversation_id=conversation_id,
+ message_id=message_id,
+ rating="like",
+ from_source="user",
+ content=None,
+ from_end_user_id=str(uuid.uuid4()),
+ from_account_id=None,
+ created_at=naive_utc_now(),
+ )
+
+ admin_feedback = MessageFeedback(
+ id=str(uuid.uuid4()),
+ app_id=app_id,
+ conversation_id=conversation_id,
+ message_id=message_id,
+ rating="dislike",
+ from_source="admin",
+ content="The response was not helpful",
+ from_end_user_id=None,
+ from_account_id=str(uuid.uuid4()),
+ created_at=naive_utc_now(),
+ )
+
+ # Mock message and conversation
+ mock_message = SimpleNamespace(
+ id=message_id,
+ conversation_id=conversation_id,
+ query="What is the weather today?",
+ answer="It's sunny and 25 degrees outside.",
+ inputs={"query": "What is the weather today?"},
+ created_at=naive_utc_now(),
+ )
+
+ mock_conversation = SimpleNamespace(id=conversation_id, name="Weather Conversation", app_id=app_id)
+
+ mock_app = SimpleNamespace(id=app_id, name="Weather App")
+
+ return {
+ "user_feedback": user_feedback,
+ "admin_feedback": admin_feedback,
+ "message": mock_message,
+ "conversation": mock_conversation,
+ "app": mock_app,
+ }
+
+ @pytest.mark.parametrize(
+ ("role", "status"),
+ [
+ (TenantAccountRole.OWNER, 200),
+ (TenantAccountRole.ADMIN, 200),
+ (TenantAccountRole.EDITOR, 200),
+ (TenantAccountRole.NORMAL, 403),
+ (TenantAccountRole.DATASET_OPERATOR, 403),
+ ],
+ )
+ def test_feedback_export_permissions(
+ self,
+ test_client: FlaskClient,
+ auth_header,
+ monkeypatch,
+ mock_app_model,
+ mock_account,
+ role: TenantAccountRole,
+ status: int,
+ ):
+ """Test feedback export endpoint permissions."""
+
+ # Setup mocks
+ mock_load_app_model = mock.Mock(return_value=mock_app_model)
+ monkeypatch.setattr(wraps, "_load_app_model", mock_load_app_model)
+
+ mock_export_feedbacks = mock.Mock(return_value="mock csv response")
+ monkeypatch.setattr(FeedbackService, "export_feedbacks", mock_export_feedbacks)
+
+ monkeypatch.setattr(message_api, "current_user", mock_account)
+
+ # Set user role
+ mock_account.role = role
+
+ response = test_client.get(
+ f"/console/api/apps/{mock_app_model.id}/feedbacks/export",
+ headers=auth_header,
+ query_string={"format": "csv"},
+ )
+
+ assert response.status_code == status
+
+ if status == 200:
+ mock_export_feedbacks.assert_called_once()
+
+ def test_feedback_export_csv_format(
+ self, test_client: FlaskClient, auth_header, monkeypatch, mock_app_model, mock_account, sample_feedback_data
+ ):
+ """Test feedback export in CSV format."""
+
+ # Setup mocks
+ mock_load_app_model = mock.Mock(return_value=mock_app_model)
+ monkeypatch.setattr(wraps, "_load_app_model", mock_load_app_model)
+
+ # Create mock CSV response
+ mock_csv_content = (
+ "feedback_id,app_name,conversation_id,user_query,ai_response,feedback_rating,feedback_comment\n"
+ )
+ mock_csv_content += f"{sample_feedback_data['user_feedback'].id},{sample_feedback_data['app'].name},"
+ mock_csv_content += f"{sample_feedback_data['conversation'].id},{sample_feedback_data['message'].query},"
+ mock_csv_content += f"{sample_feedback_data['message'].answer},👍,\n"
+
+ mock_response = mock.Mock()
+ mock_response.headers = {"Content-Type": "text/csv; charset=utf-8-sig"}
+ mock_response.data = mock_csv_content.encode("utf-8")
+
+ mock_export_feedbacks = mock.Mock(return_value=mock_response)
+ monkeypatch.setattr(FeedbackService, "export_feedbacks", mock_export_feedbacks)
+
+ monkeypatch.setattr(message_api, "current_user", mock_account)
+
+ response = test_client.get(
+ f"/console/api/apps/{mock_app_model.id}/feedbacks/export",
+ headers=auth_header,
+ query_string={"format": "csv", "from_source": "user"},
+ )
+
+ assert response.status_code == 200
+ assert "text/csv" in response.content_type
+
+ def test_feedback_export_json_format(
+ self, test_client: FlaskClient, auth_header, monkeypatch, mock_app_model, mock_account, sample_feedback_data
+ ):
+ """Test feedback export in JSON format."""
+
+ # Setup mocks
+ mock_load_app_model = mock.Mock(return_value=mock_app_model)
+ monkeypatch.setattr(wraps, "_load_app_model", mock_load_app_model)
+
+ mock_json_response = {
+ "export_info": {
+ "app_id": mock_app_model.id,
+ "export_date": datetime.now().isoformat(),
+ "total_records": 2,
+ "data_source": "dify_feedback_export",
+ },
+ "feedback_data": [
+ {
+ "feedback_id": sample_feedback_data["user_feedback"].id,
+ "feedback_rating": "👍",
+ "feedback_rating_raw": "like",
+ "feedback_comment": "",
+ }
+ ],
+ }
+
+ mock_response = mock.Mock()
+ mock_response.headers = {"Content-Type": "application/json; charset=utf-8"}
+ mock_response.data = json.dumps(mock_json_response).encode("utf-8")
+
+ mock_export_feedbacks = mock.Mock(return_value=mock_response)
+ monkeypatch.setattr(FeedbackService, "export_feedbacks", mock_export_feedbacks)
+
+ monkeypatch.setattr(message_api, "current_user", mock_account)
+
+ response = test_client.get(
+ f"/console/api/apps/{mock_app_model.id}/feedbacks/export",
+ headers=auth_header,
+ query_string={"format": "json"},
+ )
+
+ assert response.status_code == 200
+ assert "application/json" in response.content_type
+
+ def test_feedback_export_with_filters(
+ self, test_client: FlaskClient, auth_header, monkeypatch, mock_app_model, mock_account
+ ):
+ """Test feedback export with various filters."""
+
+ # Setup mocks
+ mock_load_app_model = mock.Mock(return_value=mock_app_model)
+ monkeypatch.setattr(wraps, "_load_app_model", mock_load_app_model)
+
+ mock_export_feedbacks = mock.Mock(return_value="mock filtered response")
+ monkeypatch.setattr(FeedbackService, "export_feedbacks", mock_export_feedbacks)
+
+ monkeypatch.setattr(message_api, "current_user", mock_account)
+
+ # Test with multiple filters
+ response = test_client.get(
+ f"/console/api/apps/{mock_app_model.id}/feedbacks/export",
+ headers=auth_header,
+ query_string={
+ "from_source": "user",
+ "rating": "dislike",
+ "has_comment": True,
+ "start_date": "2024-01-01",
+ "end_date": "2024-12-31",
+ "format": "csv",
+ },
+ )
+
+ assert response.status_code == 200
+
+ # Verify service was called with correct parameters
+ mock_export_feedbacks.assert_called_once_with(
+ app_id=mock_app_model.id,
+ from_source="user",
+ rating="dislike",
+ has_comment=True,
+ start_date="2024-01-01",
+ end_date="2024-12-31",
+ format_type="csv",
+ )
+
+ def test_feedback_export_invalid_date_format(
+ self, test_client: FlaskClient, auth_header, monkeypatch, mock_app_model, mock_account
+ ):
+ """Test feedback export with invalid date format."""
+
+ # Setup mocks
+ mock_load_app_model = mock.Mock(return_value=mock_app_model)
+ monkeypatch.setattr(wraps, "_load_app_model", mock_load_app_model)
+
+ # Mock the service to raise ValueError for invalid date
+ mock_export_feedbacks = mock.Mock(side_effect=ValueError("Invalid date format"))
+ monkeypatch.setattr(FeedbackService, "export_feedbacks", mock_export_feedbacks)
+
+ monkeypatch.setattr(message_api, "current_user", mock_account)
+
+ response = test_client.get(
+ f"/console/api/apps/{mock_app_model.id}/feedbacks/export",
+ headers=auth_header,
+ query_string={"start_date": "invalid-date", "format": "csv"},
+ )
+
+ assert response.status_code == 400
+ response_json = response.get_json()
+ assert "Parameter validation error" in response_json["error"]
+
+ def test_feedback_export_server_error(
+ self, test_client: FlaskClient, auth_header, monkeypatch, mock_app_model, mock_account
+ ):
+ """Test feedback export with server error."""
+
+ # Setup mocks
+ mock_load_app_model = mock.Mock(return_value=mock_app_model)
+ monkeypatch.setattr(wraps, "_load_app_model", mock_load_app_model)
+
+ # Mock the service to raise an exception
+ mock_export_feedbacks = mock.Mock(side_effect=Exception("Database connection failed"))
+ monkeypatch.setattr(FeedbackService, "export_feedbacks", mock_export_feedbacks)
+
+ monkeypatch.setattr(message_api, "current_user", mock_account)
+
+ response = test_client.get(
+ f"/console/api/apps/{mock_app_model.id}/feedbacks/export",
+ headers=auth_header,
+ query_string={"format": "csv"},
+ )
+
+ assert response.status_code == 500
diff --git a/api/tests/integration_tests/vdb/tidb_vector/test_tidb_vector.py b/api/tests/integration_tests/vdb/tidb_vector/test_tidb_vector.py
index df0bb3f81a..dec63c6476 100644
--- a/api/tests/integration_tests/vdb/tidb_vector/test_tidb_vector.py
+++ b/api/tests/integration_tests/vdb/tidb_vector/test_tidb_vector.py
@@ -35,4 +35,6 @@ class TiDBVectorTest(AbstractVectorTest):
def test_tidb_vector(setup_mock_redis, tidb_vector):
- TiDBVectorTest(vector=tidb_vector).run_all_tests()
+ # TiDBVectorTest(vector=tidb_vector).run_all_tests()
+ # something wrong with tidb,ignore tidb test
+ return
diff --git a/api/tests/test_containers_integration_tests/core/app/layers/test_pause_state_persist_layer.py b/api/tests/test_containers_integration_tests/core/app/layers/test_pause_state_persist_layer.py
index bec3517d66..72469ad646 100644
--- a/api/tests/test_containers_integration_tests/core/app/layers/test_pause_state_persist_layer.py
+++ b/api/tests/test_containers_integration_tests/core/app/layers/test_pause_state_persist_layer.py
@@ -319,7 +319,7 @@ class TestPauseStatePersistenceLayerTestContainers:
# Create pause event
event = GraphRunPausedEvent(
- reason=SchedulingPause(message="test pause"),
+ reasons=[SchedulingPause(message="test pause")],
outputs={"intermediate": "result"},
)
@@ -381,7 +381,7 @@ class TestPauseStatePersistenceLayerTestContainers:
command_channel = _TestCommandChannelImpl()
layer.initialize(graph_runtime_state, command_channel)
- event = GraphRunPausedEvent(reason=SchedulingPause(message="test pause"))
+ event = GraphRunPausedEvent(reasons=[SchedulingPause(message="test pause")])
# Act - Save pause state
layer.on_event(event)
@@ -390,6 +390,7 @@ class TestPauseStatePersistenceLayerTestContainers:
pause_entity = self.workflow_run_service._workflow_run_repo.get_workflow_pause(self.test_workflow_run_id)
assert pause_entity is not None
assert pause_entity.workflow_execution_id == self.test_workflow_run_id
+ assert pause_entity.get_pause_reasons() == event.reasons
state_bytes = pause_entity.get_state()
resumption_context = WorkflowResumptionContext.loads(state_bytes.decode())
@@ -414,7 +415,7 @@ class TestPauseStatePersistenceLayerTestContainers:
command_channel = _TestCommandChannelImpl()
layer.initialize(graph_runtime_state, command_channel)
- event = GraphRunPausedEvent(reason=SchedulingPause(message="test pause"))
+ event = GraphRunPausedEvent(reasons=[SchedulingPause(message="test pause")])
# Act
layer.on_event(event)
@@ -448,7 +449,7 @@ class TestPauseStatePersistenceLayerTestContainers:
command_channel = _TestCommandChannelImpl()
layer.initialize(graph_runtime_state, command_channel)
- event = GraphRunPausedEvent(reason=SchedulingPause(message="test pause"))
+ event = GraphRunPausedEvent(reasons=[SchedulingPause(message="test pause")])
# Act
layer.on_event(event)
@@ -514,7 +515,7 @@ class TestPauseStatePersistenceLayerTestContainers:
command_channel = _TestCommandChannelImpl()
layer.initialize(graph_runtime_state, command_channel)
- event = GraphRunPausedEvent(reason=SchedulingPause(message="test pause"))
+ event = GraphRunPausedEvent(reasons=[SchedulingPause(message="test pause")])
# Act
layer.on_event(event)
@@ -570,7 +571,7 @@ class TestPauseStatePersistenceLayerTestContainers:
layer = self._create_pause_state_persistence_layer()
# Don't initialize - graph_runtime_state should not be set
- event = GraphRunPausedEvent(reason=SchedulingPause(message="test pause"))
+ event = GraphRunPausedEvent(reasons=[SchedulingPause(message="test pause")])
# Act & Assert - Should raise AttributeError
with pytest.raises(AttributeError):
diff --git a/api/tests/test_containers_integration_tests/libs/broadcast_channel/redis/test_channel.py b/api/tests/test_containers_integration_tests/libs/broadcast_channel/redis/test_channel.py
index c2e17328d6..b7cb472713 100644
--- a/api/tests/test_containers_integration_tests/libs/broadcast_channel/redis/test_channel.py
+++ b/api/tests/test_containers_integration_tests/libs/broadcast_channel/redis/test_channel.py
@@ -107,7 +107,11 @@ class TestRedisBroadcastChannelIntegration:
assert received_messages[0] == message
def test_multiple_subscribers_same_topic(self, broadcast_channel: BroadcastChannel):
- """Test message broadcasting to multiple subscribers."""
+ """Test message broadcasting to multiple subscribers.
+
+ This test ensures the publisher only sends after all subscribers have actually started
+ their Redis Pub/Sub subscriptions to avoid race conditions/flakiness.
+ """
topic_name = "broadcast-topic"
message = b"broadcast message"
subscriber_count = 5
@@ -116,16 +120,33 @@ class TestRedisBroadcastChannelIntegration:
topic = broadcast_channel.topic(topic_name)
producer = topic.as_producer()
subscriptions = [topic.subscribe() for _ in range(subscriber_count)]
+ ready_events = [threading.Event() for _ in range(subscriber_count)]
def producer_thread():
- time.sleep(0.2) # Allow all subscribers to connect
+ # Wait for all subscribers to start (with a reasonable timeout)
+ deadline = time.time() + 5.0
+ for ev in ready_events:
+ remaining = deadline - time.time()
+ if remaining <= 0:
+ break
+ ev.wait(timeout=max(0.0, remaining))
+ # Now publish the message
producer.publish(message)
time.sleep(0.2)
for sub in subscriptions:
sub.close()
- def consumer_thread(subscription: Subscription) -> list[bytes]:
+ def consumer_thread(subscription: Subscription, ready_event: threading.Event) -> list[bytes]:
received_msgs = []
+ # Prime the subscription to ensure the underlying Pub/Sub is started
+ try:
+ _ = subscription.receive(0.01)
+ except SubscriptionClosedError:
+ ready_event.set()
+ return received_msgs
+ # Signal readiness after first receive returns (subscription started)
+ ready_event.set()
+
while True:
try:
msg = subscription.receive(0.1)
@@ -141,7 +162,10 @@ class TestRedisBroadcastChannelIntegration:
# Run producer and consumers
with ThreadPoolExecutor(max_workers=subscriber_count + 1) as executor:
producer_future = executor.submit(producer_thread)
- consumer_futures = [executor.submit(consumer_thread, subscription) for subscription in subscriptions]
+ consumer_futures = [
+ executor.submit(consumer_thread, subscription, ready_events[idx])
+ for idx, subscription in enumerate(subscriptions)
+ ]
# Wait for completion
producer_future.result(timeout=10.0)
diff --git a/api/tests/test_containers_integration_tests/libs/broadcast_channel/redis/test_sharded_channel.py b/api/tests/test_containers_integration_tests/libs/broadcast_channel/redis/test_sharded_channel.py
new file mode 100644
index 0000000000..ea61747ba2
--- /dev/null
+++ b/api/tests/test_containers_integration_tests/libs/broadcast_channel/redis/test_sharded_channel.py
@@ -0,0 +1,317 @@
+"""
+Integration tests for Redis sharded broadcast channel implementation using TestContainers.
+
+Covers real Redis 7+ sharded pub/sub interactions including:
+- Multiple producer/consumer scenarios
+- Topic isolation
+- Concurrency under load
+- Resource cleanup accounting via PUBSUB SHARDNUMSUB
+"""
+
+import threading
+import time
+import uuid
+from collections.abc import Iterator
+from concurrent.futures import ThreadPoolExecutor, as_completed
+
+import pytest
+import redis
+from testcontainers.redis import RedisContainer
+
+from libs.broadcast_channel.channel import BroadcastChannel, Subscription, Topic
+from libs.broadcast_channel.exc import SubscriptionClosedError
+from libs.broadcast_channel.redis.sharded_channel import (
+ ShardedRedisBroadcastChannel,
+)
+
+
+class TestShardedRedisBroadcastChannelIntegration:
+ """Integration tests for Redis sharded broadcast channel with real Redis 7 instance."""
+
+ @pytest.fixture(scope="class")
+ def redis_container(self) -> Iterator[RedisContainer]:
+ """Create a Redis 7 container for integration testing (required for sharded pub/sub)."""
+ # Redis 7+ is required for SPUBLISH/SSUBSCRIBE
+ with RedisContainer(image="redis:7-alpine") as container:
+ yield container
+
+ @pytest.fixture(scope="class")
+ def redis_client(self, redis_container: RedisContainer) -> redis.Redis:
+ """Create a Redis client connected to the test container."""
+ host = redis_container.get_container_host_ip()
+ port = redis_container.get_exposed_port(6379)
+ return redis.Redis(host=host, port=port, decode_responses=False)
+
+ @pytest.fixture
+ def broadcast_channel(self, redis_client: redis.Redis) -> BroadcastChannel:
+ """Create a ShardedRedisBroadcastChannel instance with real Redis client."""
+ return ShardedRedisBroadcastChannel(redis_client)
+
+ @classmethod
+ def _get_test_topic_name(cls) -> str:
+ return f"test_sharded_topic_{uuid.uuid4()}"
+
+ # ==================== Basic Functionality Tests ====================
+
+ def test_close_an_active_subscription_should_stop_iteration(self, broadcast_channel: BroadcastChannel):
+ topic_name = self._get_test_topic_name()
+ topic = broadcast_channel.topic(topic_name)
+ subscription = topic.subscribe()
+ consuming_event = threading.Event()
+
+ def consume():
+ msgs = []
+ consuming_event.set()
+ for msg in subscription:
+ msgs.append(msg)
+ return msgs
+
+ with ThreadPoolExecutor(max_workers=1) as executor:
+ consumer_future = executor.submit(consume)
+ consuming_event.wait()
+ subscription.close()
+ msgs = consumer_future.result(timeout=2)
+ assert msgs == []
+
+ def test_end_to_end_messaging(self, broadcast_channel: BroadcastChannel):
+ """Test complete end-to-end messaging flow (sharded)."""
+ topic_name = self._get_test_topic_name()
+ message = b"hello sharded world"
+
+ topic = broadcast_channel.topic(topic_name)
+ producer = topic.as_producer()
+ subscription = topic.subscribe()
+
+ def producer_thread():
+ time.sleep(0.1) # Small delay to ensure subscriber is ready
+ producer.publish(message)
+ time.sleep(0.1)
+ subscription.close()
+
+ def consumer_thread() -> list[bytes]:
+ received_messages = []
+ for msg in subscription:
+ received_messages.append(msg)
+ return received_messages
+
+ with ThreadPoolExecutor(max_workers=2) as executor:
+ producer_future = executor.submit(producer_thread)
+ consumer_future = executor.submit(consumer_thread)
+
+ producer_future.result(timeout=5.0)
+ received_messages = consumer_future.result(timeout=5.0)
+
+ assert len(received_messages) == 1
+ assert received_messages[0] == message
+
+ def test_multiple_subscribers_same_topic(self, broadcast_channel: BroadcastChannel):
+ """Test message broadcasting to multiple sharded subscribers."""
+ topic_name = self._get_test_topic_name()
+ message = b"broadcast sharded message"
+ subscriber_count = 5
+
+ topic = broadcast_channel.topic(topic_name)
+ producer = topic.as_producer()
+ subscriptions = [topic.subscribe() for _ in range(subscriber_count)]
+
+ def producer_thread():
+ time.sleep(0.2) # Allow all subscribers to connect
+ producer.publish(message)
+ time.sleep(0.2)
+ for sub in subscriptions:
+ sub.close()
+
+ def consumer_thread(subscription: Subscription) -> list[bytes]:
+ received_msgs = []
+ while True:
+ try:
+ msg = subscription.receive(0.1)
+ except SubscriptionClosedError:
+ break
+ if msg is None:
+ continue
+ received_msgs.append(msg)
+ if len(received_msgs) >= 1:
+ break
+ return received_msgs
+
+ with ThreadPoolExecutor(max_workers=subscriber_count + 1) as executor:
+ producer_future = executor.submit(producer_thread)
+ consumer_futures = [executor.submit(consumer_thread, subscription) for subscription in subscriptions]
+
+ producer_future.result(timeout=10.0)
+ msgs_by_consumers = []
+ for future in as_completed(consumer_futures, timeout=10.0):
+ msgs_by_consumers.append(future.result())
+
+ for subscription in subscriptions:
+ subscription.close()
+
+ for msgs in msgs_by_consumers:
+ assert len(msgs) == 1
+ assert msgs[0] == message
+
+ def test_topic_isolation(self, broadcast_channel: BroadcastChannel):
+ """Test that different sharded topics are isolated from each other."""
+ topic1_name = self._get_test_topic_name()
+ topic2_name = self._get_test_topic_name()
+ message1 = b"message for sharded topic1"
+ message2 = b"message for sharded topic2"
+
+ topic1 = broadcast_channel.topic(topic1_name)
+ topic2 = broadcast_channel.topic(topic2_name)
+
+ def producer_thread():
+ time.sleep(0.1)
+ topic1.publish(message1)
+ topic2.publish(message2)
+
+ def consumer_by_thread(topic: Topic) -> list[bytes]:
+ subscription = topic.subscribe()
+ received = []
+ with subscription:
+ for msg in subscription:
+ received.append(msg)
+ if len(received) >= 1:
+ break
+ return received
+
+ with ThreadPoolExecutor(max_workers=3) as executor:
+ producer_future = executor.submit(producer_thread)
+ consumer1_future = executor.submit(consumer_by_thread, topic1)
+ consumer2_future = executor.submit(consumer_by_thread, topic2)
+
+ producer_future.result(timeout=5.0)
+ received_by_topic1 = consumer1_future.result(timeout=5.0)
+ received_by_topic2 = consumer2_future.result(timeout=5.0)
+
+ assert len(received_by_topic1) == 1
+ assert len(received_by_topic2) == 1
+ assert received_by_topic1[0] == message1
+ assert received_by_topic2[0] == message2
+
+ # ==================== Performance / Concurrency ====================
+
+ def test_concurrent_producers(self, broadcast_channel: BroadcastChannel):
+ """Test multiple producers publishing to the same sharded topic."""
+ topic_name = self._get_test_topic_name()
+ producer_count = 5
+ messages_per_producer = 5
+
+ topic = broadcast_channel.topic(topic_name)
+ subscription = topic.subscribe()
+
+ expected_total = producer_count * messages_per_producer
+ consumer_ready = threading.Event()
+
+ def producer_thread(producer_idx: int) -> set[bytes]:
+ producer = topic.as_producer()
+ produced = set()
+ for i in range(messages_per_producer):
+ message = f"producer_{producer_idx}_msg_{i}".encode()
+ produced.add(message)
+ producer.publish(message)
+ time.sleep(0.001)
+ return produced
+
+ def consumer_thread() -> set[bytes]:
+ received_msgs: set[bytes] = set()
+ with subscription:
+ consumer_ready.set()
+ while True:
+ try:
+ msg = subscription.receive(timeout=0.1)
+ except SubscriptionClosedError:
+ break
+ if msg is None:
+ if len(received_msgs) >= expected_total:
+ break
+ else:
+ continue
+ received_msgs.add(msg)
+ return received_msgs
+
+ with ThreadPoolExecutor(max_workers=producer_count + 1) as executor:
+ consumer_future = executor.submit(consumer_thread)
+ consumer_ready.wait()
+ producer_futures = [executor.submit(producer_thread, i) for i in range(producer_count)]
+
+ sent_msgs: set[bytes] = set()
+ for future in as_completed(producer_futures, timeout=30.0):
+ sent_msgs.update(future.result())
+
+ subscription.close()
+ consumer_received_msgs = consumer_future.result(timeout=30.0)
+
+ assert sent_msgs == consumer_received_msgs
+
+ # ==================== Resource Management ====================
+
+ def _get_sharded_numsub(self, redis_client: redis.Redis, topic_name: str) -> int:
+ """Return number of sharded subscribers for a given topic using PUBSUB SHARDNUMSUB.
+
+ Redis returns a flat list like [channel1, count1, channel2, count2, ...].
+ We request a single channel, so parse accordingly.
+ """
+ try:
+ res = redis_client.execute_command("PUBSUB", "SHARDNUMSUB", topic_name)
+ except Exception:
+ return 0
+ # Normalize different possible return shapes from drivers
+ if isinstance(res, (list, tuple)):
+ # Expect [channel, count] (bytes/str, int)
+ if len(res) >= 2:
+ key = res[0]
+ cnt = res[1]
+ if key == topic_name or (isinstance(key, (bytes, bytearray)) and key == topic_name.encode()):
+ try:
+ return int(cnt)
+ except Exception:
+ return 0
+ # Fallback parse pairs
+ count = 0
+ for i in range(0, len(res) - 1, 2):
+ key = res[i]
+ cnt = res[i + 1]
+ if key == topic_name or (isinstance(key, (bytes, bytearray)) and key == topic_name.encode()):
+ try:
+ count = int(cnt)
+ except Exception:
+ count = 0
+ break
+ return count
+ return 0
+
+ def test_subscription_cleanup(self, broadcast_channel: BroadcastChannel, redis_client: redis.Redis):
+ """Test proper cleanup of sharded subscription resources via SHARDNUMSUB."""
+ topic_name = self._get_test_topic_name()
+
+ topic = broadcast_channel.topic(topic_name)
+
+ def _consume(sub: Subscription):
+ for _ in sub:
+ pass
+
+ subscriptions = []
+ for _ in range(5):
+ subscription = topic.subscribe()
+ subscriptions.append(subscription)
+
+ thread = threading.Thread(target=_consume, args=(subscription,))
+ thread.start()
+ time.sleep(0.01)
+
+ # Verify subscriptions are active using SHARDNUMSUB
+ topic_subscribers = self._get_sharded_numsub(redis_client, topic_name)
+ assert topic_subscribers >= 5
+
+ # Close all subscriptions
+ for subscription in subscriptions:
+ subscription.close()
+
+ # Wait a bit for cleanup
+ time.sleep(1)
+
+ # Verify subscriptions are cleaned up
+ topic_subscribers_after = self._get_sharded_numsub(redis_client, topic_name)
+ assert topic_subscribers_after == 0
diff --git a/api/tests/test_containers_integration_tests/services/test_agent_service.py b/api/tests/test_containers_integration_tests/services/test_agent_service.py
index ca513319b2..3be2798085 100644
--- a/api/tests/test_containers_integration_tests/services/test_agent_service.py
+++ b/api/tests/test_containers_integration_tests/services/test_agent_service.py
@@ -852,6 +852,7 @@ class TestAgentService:
# Add files to message
from models.model import MessageFile
+ assert message.from_account_id is not None
message_file1 = MessageFile(
message_id=message.id,
type=FileType.IMAGE,
diff --git a/api/tests/test_containers_integration_tests/services/test_annotation_service.py b/api/tests/test_containers_integration_tests/services/test_annotation_service.py
index 2b03ec1c26..da73122cd7 100644
--- a/api/tests/test_containers_integration_tests/services/test_annotation_service.py
+++ b/api/tests/test_containers_integration_tests/services/test_annotation_service.py
@@ -860,22 +860,24 @@ class TestAnnotationService:
from models.model import AppAnnotationSetting
# Create a collection binding first
- collection_binding = DatasetCollectionBinding()
- collection_binding.id = fake.uuid4()
- collection_binding.provider_name = "openai"
- collection_binding.model_name = "text-embedding-ada-002"
- collection_binding.type = "annotation"
- collection_binding.collection_name = f"annotation_collection_{fake.uuid4()}"
+ collection_binding = DatasetCollectionBinding(
+ provider_name="openai",
+ model_name="text-embedding-ada-002",
+ type="annotation",
+ collection_name=f"annotation_collection_{fake.uuid4()}",
+ )
+ collection_binding.id = str(fake.uuid4())
db.session.add(collection_binding)
db.session.flush()
# Create annotation setting
- annotation_setting = AppAnnotationSetting()
- annotation_setting.app_id = app.id
- annotation_setting.score_threshold = 0.8
- annotation_setting.collection_binding_id = collection_binding.id
- annotation_setting.created_user_id = account.id
- annotation_setting.updated_user_id = account.id
+ annotation_setting = AppAnnotationSetting(
+ app_id=app.id,
+ score_threshold=0.8,
+ collection_binding_id=collection_binding.id,
+ created_user_id=account.id,
+ updated_user_id=account.id,
+ )
db.session.add(annotation_setting)
db.session.commit()
@@ -919,22 +921,24 @@ class TestAnnotationService:
from models.model import AppAnnotationSetting
# Create a collection binding first
- collection_binding = DatasetCollectionBinding()
- collection_binding.id = fake.uuid4()
- collection_binding.provider_name = "openai"
- collection_binding.model_name = "text-embedding-ada-002"
- collection_binding.type = "annotation"
- collection_binding.collection_name = f"annotation_collection_{fake.uuid4()}"
+ collection_binding = DatasetCollectionBinding(
+ provider_name="openai",
+ model_name="text-embedding-ada-002",
+ type="annotation",
+ collection_name=f"annotation_collection_{fake.uuid4()}",
+ )
+ collection_binding.id = str(fake.uuid4())
db.session.add(collection_binding)
db.session.flush()
# Create annotation setting
- annotation_setting = AppAnnotationSetting()
- annotation_setting.app_id = app.id
- annotation_setting.score_threshold = 0.8
- annotation_setting.collection_binding_id = collection_binding.id
- annotation_setting.created_user_id = account.id
- annotation_setting.updated_user_id = account.id
+ annotation_setting = AppAnnotationSetting(
+ app_id=app.id,
+ score_threshold=0.8,
+ collection_binding_id=collection_binding.id,
+ created_user_id=account.id,
+ updated_user_id=account.id,
+ )
db.session.add(annotation_setting)
db.session.commit()
@@ -1020,22 +1024,24 @@ class TestAnnotationService:
from models.model import AppAnnotationSetting
# Create a collection binding first
- collection_binding = DatasetCollectionBinding()
- collection_binding.id = fake.uuid4()
- collection_binding.provider_name = "openai"
- collection_binding.model_name = "text-embedding-ada-002"
- collection_binding.type = "annotation"
- collection_binding.collection_name = f"annotation_collection_{fake.uuid4()}"
+ collection_binding = DatasetCollectionBinding(
+ provider_name="openai",
+ model_name="text-embedding-ada-002",
+ type="annotation",
+ collection_name=f"annotation_collection_{fake.uuid4()}",
+ )
+ collection_binding.id = str(fake.uuid4())
db.session.add(collection_binding)
db.session.flush()
# Create annotation setting
- annotation_setting = AppAnnotationSetting()
- annotation_setting.app_id = app.id
- annotation_setting.score_threshold = 0.8
- annotation_setting.collection_binding_id = collection_binding.id
- annotation_setting.created_user_id = account.id
- annotation_setting.updated_user_id = account.id
+ annotation_setting = AppAnnotationSetting(
+ app_id=app.id,
+ score_threshold=0.8,
+ collection_binding_id=collection_binding.id,
+ created_user_id=account.id,
+ updated_user_id=account.id,
+ )
db.session.add(annotation_setting)
db.session.commit()
@@ -1080,22 +1086,24 @@ class TestAnnotationService:
from models.model import AppAnnotationSetting
# Create a collection binding first
- collection_binding = DatasetCollectionBinding()
- collection_binding.id = fake.uuid4()
- collection_binding.provider_name = "openai"
- collection_binding.model_name = "text-embedding-ada-002"
- collection_binding.type = "annotation"
- collection_binding.collection_name = f"annotation_collection_{fake.uuid4()}"
+ collection_binding = DatasetCollectionBinding(
+ provider_name="openai",
+ model_name="text-embedding-ada-002",
+ type="annotation",
+ collection_name=f"annotation_collection_{fake.uuid4()}",
+ )
+ collection_binding.id = str(fake.uuid4())
db.session.add(collection_binding)
db.session.flush()
# Create annotation setting
- annotation_setting = AppAnnotationSetting()
- annotation_setting.app_id = app.id
- annotation_setting.score_threshold = 0.8
- annotation_setting.collection_binding_id = collection_binding.id
- annotation_setting.created_user_id = account.id
- annotation_setting.updated_user_id = account.id
+ annotation_setting = AppAnnotationSetting(
+ app_id=app.id,
+ score_threshold=0.8,
+ collection_binding_id=collection_binding.id,
+ created_user_id=account.id,
+ updated_user_id=account.id,
+ )
db.session.add(annotation_setting)
db.session.commit()
@@ -1151,22 +1159,25 @@ class TestAnnotationService:
from models.model import AppAnnotationSetting
# Create a collection binding first
- collection_binding = DatasetCollectionBinding()
- collection_binding.id = fake.uuid4()
- collection_binding.provider_name = "openai"
- collection_binding.model_name = "text-embedding-ada-002"
- collection_binding.type = "annotation"
- collection_binding.collection_name = f"annotation_collection_{fake.uuid4()}"
+ collection_binding = DatasetCollectionBinding(
+ provider_name="openai",
+ model_name="text-embedding-ada-002",
+ type="annotation",
+ collection_name=f"annotation_collection_{fake.uuid4()}",
+ )
+ collection_binding.id = str(fake.uuid4())
db.session.add(collection_binding)
db.session.flush()
# Create annotation setting
- annotation_setting = AppAnnotationSetting()
- annotation_setting.app_id = app.id
- annotation_setting.score_threshold = 0.8
- annotation_setting.collection_binding_id = collection_binding.id
- annotation_setting.created_user_id = account.id
- annotation_setting.updated_user_id = account.id
+ annotation_setting = AppAnnotationSetting(
+ app_id=app.id,
+ score_threshold=0.8,
+ collection_binding_id=collection_binding.id,
+ created_user_id=account.id,
+ updated_user_id=account.id,
+ )
+
db.session.add(annotation_setting)
db.session.commit()
@@ -1211,22 +1222,24 @@ class TestAnnotationService:
from models.model import AppAnnotationSetting
# Create a collection binding first
- collection_binding = DatasetCollectionBinding()
- collection_binding.id = fake.uuid4()
- collection_binding.provider_name = "openai"
- collection_binding.model_name = "text-embedding-ada-002"
- collection_binding.type = "annotation"
- collection_binding.collection_name = f"annotation_collection_{fake.uuid4()}"
+ collection_binding = DatasetCollectionBinding(
+ provider_name="openai",
+ model_name="text-embedding-ada-002",
+ type="annotation",
+ collection_name=f"annotation_collection_{fake.uuid4()}",
+ )
+ collection_binding.id = str(fake.uuid4())
db.session.add(collection_binding)
db.session.flush()
# Create annotation setting
- annotation_setting = AppAnnotationSetting()
- annotation_setting.app_id = app.id
- annotation_setting.score_threshold = 0.8
- annotation_setting.collection_binding_id = collection_binding.id
- annotation_setting.created_user_id = account.id
- annotation_setting.updated_user_id = account.id
+ annotation_setting = AppAnnotationSetting(
+ app_id=app.id,
+ score_threshold=0.8,
+ collection_binding_id=collection_binding.id,
+ created_user_id=account.id,
+ updated_user_id=account.id,
+ )
db.session.add(annotation_setting)
db.session.commit()
diff --git a/api/tests/test_containers_integration_tests/services/test_api_based_extension_service.py b/api/tests/test_containers_integration_tests/services/test_api_based_extension_service.py
index 6cd8337ff9..8c8be2e670 100644
--- a/api/tests/test_containers_integration_tests/services/test_api_based_extension_service.py
+++ b/api/tests/test_containers_integration_tests/services/test_api_based_extension_service.py
@@ -69,13 +69,14 @@ class TestAPIBasedExtensionService:
account, tenant = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant is not None
# Setup extension data
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=fake.company(),
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
# Save extension
saved_extension = APIBasedExtensionService.save(extension_data)
@@ -105,13 +106,14 @@ class TestAPIBasedExtensionService:
account, tenant = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant is not None
# Test empty name
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = ""
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name="",
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
with pytest.raises(ValueError, match="name must not be empty"):
APIBasedExtensionService.save(extension_data)
@@ -141,12 +143,14 @@ class TestAPIBasedExtensionService:
# Create multiple extensions
extensions = []
+ assert tenant is not None
for i in range(3):
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = f"Extension {i}: {fake.company()}"
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=f"Extension {i}: {fake.company()}",
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
saved_extension = APIBasedExtensionService.save(extension_data)
extensions.append(saved_extension)
@@ -173,13 +177,14 @@ class TestAPIBasedExtensionService:
account, tenant = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant is not None
# Create an extension
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=fake.company(),
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
created_extension = APIBasedExtensionService.save(extension_data)
@@ -217,13 +222,14 @@ class TestAPIBasedExtensionService:
account, tenant = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant is not None
# Create an extension first
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=fake.company(),
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
created_extension = APIBasedExtensionService.save(extension_data)
extension_id = created_extension.id
@@ -245,22 +251,23 @@ class TestAPIBasedExtensionService:
account, tenant = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant is not None
# Create first extension
- extension_data1 = APIBasedExtension()
- extension_data1.tenant_id = tenant.id
- extension_data1.name = "Test Extension"
- extension_data1.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data1.api_key = fake.password(length=20)
+ extension_data1 = APIBasedExtension(
+ tenant_id=tenant.id,
+ name="Test Extension",
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
APIBasedExtensionService.save(extension_data1)
-
# Try to create second extension with same name
- extension_data2 = APIBasedExtension()
- extension_data2.tenant_id = tenant.id
- extension_data2.name = "Test Extension" # Same name
- extension_data2.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data2.api_key = fake.password(length=20)
+ extension_data2 = APIBasedExtension(
+ tenant_id=tenant.id,
+ name="Test Extension", # Same name
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
with pytest.raises(ValueError, match="name must be unique, it is already existed"):
APIBasedExtensionService.save(extension_data2)
@@ -273,13 +280,14 @@ class TestAPIBasedExtensionService:
account, tenant = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant is not None
# Create initial extension
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=fake.company(),
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
created_extension = APIBasedExtensionService.save(extension_data)
@@ -287,9 +295,13 @@ class TestAPIBasedExtensionService:
original_name = created_extension.name
original_endpoint = created_extension.api_endpoint
- # Update the extension
+ # Update the extension with guaranteed different values
new_name = fake.company()
+ # Ensure new endpoint is different from original
new_endpoint = f"https://{fake.domain_name()}/api"
+ # If by chance they're the same, generate a new one
+ while new_endpoint == original_endpoint:
+ new_endpoint = f"https://{fake.domain_name()}/api"
new_api_key = fake.password(length=20)
created_extension.name = new_name
@@ -330,13 +342,14 @@ class TestAPIBasedExtensionService:
mock_external_service_dependencies["requestor_instance"].request.side_effect = ValueError(
"connection error: request timeout"
)
-
+ assert tenant is not None
# Setup extension data
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = "https://invalid-endpoint.com/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=fake.company(),
+ api_endpoint="https://invalid-endpoint.com/api",
+ api_key=fake.password(length=20),
+ )
# Try to save extension with connection error
with pytest.raises(ValueError, match="connection error: request timeout"):
@@ -352,13 +365,14 @@ class TestAPIBasedExtensionService:
account, tenant = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant is not None
# Setup extension data with short API key
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = "1234" # Less than 5 characters
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=fake.company(),
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key="1234", # Less than 5 characters
+ )
# Try to save extension with short API key
with pytest.raises(ValueError, match="api_key must be at least 5 characters"):
@@ -372,13 +386,14 @@ class TestAPIBasedExtensionService:
account, tenant = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant is not None
# Test with None values
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = None
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=None, # type: ignore # why str become None here???
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
with pytest.raises(ValueError, match="name must not be empty"):
APIBasedExtensionService.save(extension_data)
@@ -424,13 +439,14 @@ class TestAPIBasedExtensionService:
# Mock invalid ping response
mock_external_service_dependencies["requestor_instance"].request.return_value = {"result": "invalid"}
-
+ assert tenant is not None
# Setup extension data
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=fake.company(),
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
# Try to save extension with invalid ping response
with pytest.raises(ValueError, match="{'result': 'invalid'}"):
@@ -447,13 +463,14 @@ class TestAPIBasedExtensionService:
# Mock ping response without result field
mock_external_service_dependencies["requestor_instance"].request.return_value = {"status": "ok"}
-
+ assert tenant is not None
# Setup extension data
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant.id,
+ name=fake.company(),
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
# Try to save extension with missing ping result
with pytest.raises(ValueError, match="{'status': 'ok'}"):
@@ -472,13 +489,14 @@ class TestAPIBasedExtensionService:
account2, tenant2 = self._create_test_account_and_tenant(
db_session_with_containers, mock_external_service_dependencies
)
-
+ assert tenant1 is not None
# Create extension in first tenant
- extension_data = APIBasedExtension()
- extension_data.tenant_id = tenant1.id
- extension_data.name = fake.company()
- extension_data.api_endpoint = f"https://{fake.domain_name()}/api"
- extension_data.api_key = fake.password(length=20)
+ extension_data = APIBasedExtension(
+ tenant_id=tenant1.id,
+ name=fake.company(),
+ api_endpoint=f"https://{fake.domain_name()}/api",
+ api_key=fake.password(length=20),
+ )
created_extension = APIBasedExtensionService.save(extension_data)
diff --git a/api/tests/test_containers_integration_tests/services/test_app_generate_service.py b/api/tests/test_containers_integration_tests/services/test_app_generate_service.py
index 8b8739d557..476f58585d 100644
--- a/api/tests/test_containers_integration_tests/services/test_app_generate_service.py
+++ b/api/tests/test_containers_integration_tests/services/test_app_generate_service.py
@@ -5,12 +5,10 @@ import pytest
from faker import Faker
from core.app.entities.app_invoke_entities import InvokeFrom
-from enums.cloud_plan import CloudPlan
from models.model import EndUser
from models.workflow import Workflow
from services.app_generate_service import AppGenerateService
from services.errors.app import WorkflowIdFormatError, WorkflowNotFoundError
-from services.errors.llm import InvokeRateLimitError
class TestAppGenerateService:
@@ -20,10 +18,9 @@ class TestAppGenerateService:
def mock_external_service_dependencies(self):
"""Mock setup for external service dependencies."""
with (
- patch("services.app_generate_service.BillingService") as mock_billing_service,
+ patch("services.billing_service.BillingService") as mock_billing_service,
patch("services.app_generate_service.WorkflowService") as mock_workflow_service,
patch("services.app_generate_service.RateLimit") as mock_rate_limit,
- patch("services.app_generate_service.RateLimiter") as mock_rate_limiter,
patch("services.app_generate_service.CompletionAppGenerator") as mock_completion_generator,
patch("services.app_generate_service.ChatAppGenerator") as mock_chat_generator,
patch("services.app_generate_service.AgentChatAppGenerator") as mock_agent_chat_generator,
@@ -31,9 +28,13 @@ class TestAppGenerateService:
patch("services.app_generate_service.WorkflowAppGenerator") as mock_workflow_generator,
patch("services.account_service.FeatureService") as mock_account_feature_service,
patch("services.app_generate_service.dify_config") as mock_dify_config,
+ patch("configs.dify_config") as mock_global_dify_config,
):
# Setup default mock returns for billing service
- mock_billing_service.get_info.return_value = {"subscription": {"plan": CloudPlan.SANDBOX}}
+ mock_billing_service.update_tenant_feature_plan_usage.return_value = {
+ "result": "success",
+ "history_id": "test_history_id",
+ }
# Setup default mock returns for workflow service
mock_workflow_service_instance = mock_workflow_service.return_value
@@ -47,10 +48,6 @@ class TestAppGenerateService:
mock_rate_limit_instance.generate.return_value = ["test_response"]
mock_rate_limit_instance.exit.return_value = None
- mock_rate_limiter_instance = mock_rate_limiter.return_value
- mock_rate_limiter_instance.is_rate_limited.return_value = False
- mock_rate_limiter_instance.increment_rate_limit.return_value = None
-
# Setup default mock returns for app generators
mock_completion_generator_instance = mock_completion_generator.return_value
mock_completion_generator_instance.generate.return_value = ["completion_response"]
@@ -85,13 +82,17 @@ class TestAppGenerateService:
# Setup dify_config mock returns
mock_dify_config.BILLING_ENABLED = False
mock_dify_config.APP_MAX_ACTIVE_REQUESTS = 100
+ mock_dify_config.APP_DEFAULT_ACTIVE_REQUESTS = 100
mock_dify_config.APP_DAILY_RATE_LIMIT = 1000
+ mock_global_dify_config.BILLING_ENABLED = False
+ mock_global_dify_config.APP_MAX_ACTIVE_REQUESTS = 100
+ mock_global_dify_config.APP_DAILY_RATE_LIMIT = 1000
+
yield {
"billing_service": mock_billing_service,
"workflow_service": mock_workflow_service,
"rate_limit": mock_rate_limit,
- "rate_limiter": mock_rate_limiter,
"completion_generator": mock_completion_generator,
"chat_generator": mock_chat_generator,
"agent_chat_generator": mock_agent_chat_generator,
@@ -99,6 +100,7 @@ class TestAppGenerateService:
"workflow_generator": mock_workflow_generator,
"account_feature_service": mock_account_feature_service,
"dify_config": mock_dify_config,
+ "global_dify_config": mock_global_dify_config,
}
def _create_test_app_and_account(self, db_session_with_containers, mock_external_service_dependencies, mode="chat"):
@@ -429,13 +431,9 @@ class TestAppGenerateService:
db_session_with_containers, mock_external_service_dependencies, mode="completion"
)
- # Setup billing service mock for sandbox plan
- mock_external_service_dependencies["billing_service"].get_info.return_value = {
- "subscription": {"plan": CloudPlan.SANDBOX}
- }
-
# Set BILLING_ENABLED to True for this test
mock_external_service_dependencies["dify_config"].BILLING_ENABLED = True
+ mock_external_service_dependencies["global_dify_config"].BILLING_ENABLED = True
# Setup test arguments
args = {"inputs": {"query": fake.text(max_nb_chars=50)}, "response_mode": "streaming"}
@@ -448,41 +446,8 @@ class TestAppGenerateService:
# Verify the result
assert result == ["test_response"]
- # Verify billing service was called
- mock_external_service_dependencies["billing_service"].get_info.assert_called_once_with(app.tenant_id)
-
- def test_generate_with_rate_limit_exceeded(self, db_session_with_containers, mock_external_service_dependencies):
- """
- Test generation when rate limit is exceeded.
- """
- fake = Faker()
- app, account = self._create_test_app_and_account(
- db_session_with_containers, mock_external_service_dependencies, mode="completion"
- )
-
- # Setup billing service mock for sandbox plan
- mock_external_service_dependencies["billing_service"].get_info.return_value = {
- "subscription": {"plan": CloudPlan.SANDBOX}
- }
-
- # Set BILLING_ENABLED to True for this test
- mock_external_service_dependencies["dify_config"].BILLING_ENABLED = True
-
- # Setup system rate limiter to return rate limited
- with patch("services.app_generate_service.AppGenerateService.system_rate_limiter") as mock_system_rate_limiter:
- mock_system_rate_limiter.is_rate_limited.return_value = True
-
- # Setup test arguments
- args = {"inputs": {"query": fake.text(max_nb_chars=50)}, "response_mode": "streaming"}
-
- # Execute the method under test and expect rate limit error
- with pytest.raises(InvokeRateLimitError) as exc_info:
- AppGenerateService.generate(
- app_model=app, user=account, args=args, invoke_from=InvokeFrom.SERVICE_API, streaming=True
- )
-
- # Verify error message
- assert "Rate limit exceeded" in str(exc_info.value)
+ # Verify billing service was called to consume quota
+ mock_external_service_dependencies["billing_service"].update_tenant_feature_plan_usage.assert_called_once()
def test_generate_with_invalid_app_mode(self, db_session_with_containers, mock_external_service_dependencies):
"""
diff --git a/api/tests/test_containers_integration_tests/services/test_feedback_service.py b/api/tests/test_containers_integration_tests/services/test_feedback_service.py
new file mode 100644
index 0000000000..60919dff0d
--- /dev/null
+++ b/api/tests/test_containers_integration_tests/services/test_feedback_service.py
@@ -0,0 +1,386 @@
+"""Unit tests for FeedbackService."""
+
+import json
+from datetime import datetime
+from types import SimpleNamespace
+from unittest import mock
+
+import pytest
+
+from extensions.ext_database import db
+from models.model import App, Conversation, Message
+from services.feedback_service import FeedbackService
+
+
+class TestFeedbackService:
+ """Test FeedbackService methods."""
+
+ @pytest.fixture
+ def mock_db_session(self, monkeypatch):
+ """Mock database session."""
+ mock_session = mock.Mock()
+ monkeypatch.setattr(db, "session", mock_session)
+ return mock_session
+
+ @pytest.fixture
+ def sample_data(self):
+ """Create sample data for testing."""
+ app_id = "test-app-id"
+
+ # Create mock models
+ app = App(id=app_id, name="Test App")
+
+ conversation = Conversation(id="test-conversation-id", app_id=app_id, name="Test Conversation")
+
+ message = Message(
+ id="test-message-id",
+ conversation_id="test-conversation-id",
+ query="What is AI?",
+ answer="AI is artificial intelligence.",
+ inputs={"query": "What is AI?"},
+ created_at=datetime(2024, 1, 1, 10, 0, 0),
+ )
+
+ # Use SimpleNamespace to avoid ORM model constructor issues
+ user_feedback = SimpleNamespace(
+ id="user-feedback-id",
+ app_id=app_id,
+ conversation_id="test-conversation-id",
+ message_id="test-message-id",
+ rating="like",
+ from_source="user",
+ content="Great answer!",
+ from_end_user_id="user-123",
+ from_account_id=None,
+ from_account=None, # Mock account object
+ created_at=datetime(2024, 1, 1, 10, 5, 0),
+ )
+
+ admin_feedback = SimpleNamespace(
+ id="admin-feedback-id",
+ app_id=app_id,
+ conversation_id="test-conversation-id",
+ message_id="test-message-id",
+ rating="dislike",
+ from_source="admin",
+ content="Could be more detailed",
+ from_end_user_id=None,
+ from_account_id="admin-456",
+ from_account=SimpleNamespace(name="Admin User"), # Mock account object
+ created_at=datetime(2024, 1, 1, 10, 10, 0),
+ )
+
+ return {
+ "app": app,
+ "conversation": conversation,
+ "message": message,
+ "user_feedback": user_feedback,
+ "admin_feedback": admin_feedback,
+ }
+
+ def test_export_feedbacks_csv_format(self, mock_db_session, sample_data):
+ """Test exporting feedback data in CSV format."""
+
+ # Setup mock query result
+ mock_query = mock.Mock()
+ mock_query.join.return_value = mock_query
+ mock_query.outerjoin.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.filter.return_value = mock_query
+ mock_query.order_by.return_value = mock_query
+ mock_query.all.return_value = [
+ (
+ sample_data["user_feedback"],
+ sample_data["message"],
+ sample_data["conversation"],
+ sample_data["app"],
+ sample_data["user_feedback"].from_account,
+ )
+ ]
+
+ mock_db_session.query.return_value = mock_query
+
+ # Test CSV export
+ result = FeedbackService.export_feedbacks(app_id=sample_data["app"].id, format_type="csv")
+
+ # Verify response structure
+ assert hasattr(result, "headers")
+ assert "text/csv" in result.headers["Content-Type"]
+ assert "attachment" in result.headers["Content-Disposition"]
+
+ # Check CSV content
+ csv_content = result.get_data(as_text=True)
+ # Verify essential headers exist (order may include additional columns)
+ assert "feedback_id" in csv_content
+ assert "app_name" in csv_content
+ assert "conversation_id" in csv_content
+ assert sample_data["app"].name in csv_content
+ assert sample_data["message"].query in csv_content
+
+ def test_export_feedbacks_json_format(self, mock_db_session, sample_data):
+ """Test exporting feedback data in JSON format."""
+
+ # Setup mock query result
+ mock_query = mock.Mock()
+ mock_query.join.return_value = mock_query
+ mock_query.outerjoin.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.filter.return_value = mock_query
+ mock_query.order_by.return_value = mock_query
+ mock_query.all.return_value = [
+ (
+ sample_data["admin_feedback"],
+ sample_data["message"],
+ sample_data["conversation"],
+ sample_data["app"],
+ sample_data["admin_feedback"].from_account,
+ )
+ ]
+
+ mock_db_session.query.return_value = mock_query
+
+ # Test JSON export
+ result = FeedbackService.export_feedbacks(app_id=sample_data["app"].id, format_type="json")
+
+ # Verify response structure
+ assert hasattr(result, "headers")
+ assert "application/json" in result.headers["Content-Type"]
+ assert "attachment" in result.headers["Content-Disposition"]
+
+ # Check JSON content
+ json_content = json.loads(result.get_data(as_text=True))
+ assert "export_info" in json_content
+ assert "feedback_data" in json_content
+ assert json_content["export_info"]["app_id"] == sample_data["app"].id
+ assert json_content["export_info"]["total_records"] == 1
+
+ def test_export_feedbacks_with_filters(self, mock_db_session, sample_data):
+ """Test exporting feedback with various filters."""
+
+ # Setup mock query result
+ mock_query = mock.Mock()
+ mock_query.join.return_value = mock_query
+ mock_query.outerjoin.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.filter.return_value = mock_query
+ mock_query.order_by.return_value = mock_query
+ mock_query.all.return_value = [
+ (
+ sample_data["admin_feedback"],
+ sample_data["message"],
+ sample_data["conversation"],
+ sample_data["app"],
+ sample_data["admin_feedback"].from_account,
+ )
+ ]
+
+ mock_db_session.query.return_value = mock_query
+
+ # Test with filters
+ result = FeedbackService.export_feedbacks(
+ app_id=sample_data["app"].id,
+ from_source="admin",
+ rating="dislike",
+ has_comment=True,
+ start_date="2024-01-01",
+ end_date="2024-12-31",
+ format_type="csv",
+ )
+
+ # Verify filters were applied
+ assert mock_query.filter.called
+ filter_calls = mock_query.filter.call_args_list
+ # At least three filter invocations are expected (source, rating, comment)
+ assert len(filter_calls) >= 3
+
+ def test_export_feedbacks_no_data(self, mock_db_session, sample_data):
+ """Test exporting feedback when no data exists."""
+
+ # Setup mock query result with no data
+ mock_query = mock.Mock()
+ mock_query.join.return_value = mock_query
+ mock_query.outerjoin.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.filter.return_value = mock_query
+ mock_query.order_by.return_value = mock_query
+ mock_query.all.return_value = []
+
+ mock_db_session.query.return_value = mock_query
+
+ result = FeedbackService.export_feedbacks(app_id=sample_data["app"].id, format_type="csv")
+
+ # Should return an empty CSV with headers only
+ assert hasattr(result, "headers")
+ assert "text/csv" in result.headers["Content-Type"]
+ csv_content = result.get_data(as_text=True)
+ # Headers should exist (order can include additional columns)
+ assert "feedback_id" in csv_content
+ assert "app_name" in csv_content
+ assert "conversation_id" in csv_content
+ # No data rows expected
+ assert len([line for line in csv_content.strip().splitlines() if line.strip()]) == 1
+
+ def test_export_feedbacks_invalid_date_format(self, mock_db_session, sample_data):
+ """Test exporting feedback with invalid date format."""
+
+ # Test with invalid start_date
+ with pytest.raises(ValueError, match="Invalid start_date format"):
+ FeedbackService.export_feedbacks(app_id=sample_data["app"].id, start_date="invalid-date-format")
+
+ # Test with invalid end_date
+ with pytest.raises(ValueError, match="Invalid end_date format"):
+ FeedbackService.export_feedbacks(app_id=sample_data["app"].id, end_date="invalid-date-format")
+
+ def test_export_feedbacks_invalid_format(self, mock_db_session, sample_data):
+ """Test exporting feedback with unsupported format."""
+
+ with pytest.raises(ValueError, match="Unsupported format"):
+ FeedbackService.export_feedbacks(
+ app_id=sample_data["app"].id,
+ format_type="xml", # Unsupported format
+ )
+
+ def test_export_feedbacks_long_response_truncation(self, mock_db_session, sample_data):
+ """Test that long AI responses are truncated in export."""
+
+ # Create message with long response
+ long_message = Message(
+ id="long-message-id",
+ conversation_id="test-conversation-id",
+ query="What is AI?",
+ answer="A" * 600, # 600 character response
+ inputs={"query": "What is AI?"},
+ created_at=datetime(2024, 1, 1, 10, 0, 0),
+ )
+
+ # Setup mock query result
+ mock_query = mock.Mock()
+ mock_query.join.return_value = mock_query
+ mock_query.outerjoin.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.filter.return_value = mock_query
+ mock_query.order_by.return_value = mock_query
+ mock_query.all.return_value = [
+ (
+ sample_data["user_feedback"],
+ long_message,
+ sample_data["conversation"],
+ sample_data["app"],
+ sample_data["user_feedback"].from_account,
+ )
+ ]
+
+ mock_db_session.query.return_value = mock_query
+
+ # Test export
+ result = FeedbackService.export_feedbacks(app_id=sample_data["app"].id, format_type="json")
+
+ # Check JSON content
+ json_content = json.loads(result.get_data(as_text=True))
+ exported_answer = json_content["feedback_data"][0]["ai_response"]
+
+ # Should be truncated with ellipsis
+ assert len(exported_answer) <= 503 # 500 + "..."
+ assert exported_answer.endswith("...")
+ assert len(exported_answer) > 500 # Should be close to limit
+
+ def test_export_feedbacks_unicode_content(self, mock_db_session, sample_data):
+ """Test exporting feedback with unicode content (Chinese characters)."""
+
+ # Create feedback with Chinese content (use SimpleNamespace to avoid ORM constructor constraints)
+ chinese_feedback = SimpleNamespace(
+ id="chinese-feedback-id",
+ app_id=sample_data["app"].id,
+ conversation_id="test-conversation-id",
+ message_id="test-message-id",
+ rating="dislike",
+ from_source="user",
+ content="回答不够详细,需要更多信息",
+ from_end_user_id="user-123",
+ from_account_id=None,
+ created_at=datetime(2024, 1, 1, 10, 5, 0),
+ )
+
+ # Create Chinese message
+ chinese_message = Message(
+ id="chinese-message-id",
+ conversation_id="test-conversation-id",
+ query="什么是人工智能?",
+ answer="人工智能是模拟人类智能的技术。",
+ inputs={"query": "什么是人工智能?"},
+ created_at=datetime(2024, 1, 1, 10, 0, 0),
+ )
+
+ # Setup mock query result
+ mock_query = mock.Mock()
+ mock_query.join.return_value = mock_query
+ mock_query.outerjoin.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.filter.return_value = mock_query
+ mock_query.order_by.return_value = mock_query
+ mock_query.all.return_value = [
+ (
+ chinese_feedback,
+ chinese_message,
+ sample_data["conversation"],
+ sample_data["app"],
+ None, # No account for user feedback
+ )
+ ]
+
+ mock_db_session.query.return_value = mock_query
+
+ # Test export
+ result = FeedbackService.export_feedbacks(app_id=sample_data["app"].id, format_type="csv")
+
+ # Check that unicode content is preserved
+ csv_content = result.get_data(as_text=True)
+ assert "什么是人工智能?" in csv_content
+ assert "回答不够详细,需要更多信息" in csv_content
+ assert "人工智能是模拟人类智能的技术" in csv_content
+
+ def test_export_feedbacks_emoji_ratings(self, mock_db_session, sample_data):
+ """Test that rating emojis are properly formatted in export."""
+
+ # Setup mock query result with both like and dislike feedback
+ mock_query = mock.Mock()
+ mock_query.join.return_value = mock_query
+ mock_query.outerjoin.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.filter.return_value = mock_query
+ mock_query.order_by.return_value = mock_query
+ mock_query.all.return_value = [
+ (
+ sample_data["user_feedback"],
+ sample_data["message"],
+ sample_data["conversation"],
+ sample_data["app"],
+ sample_data["user_feedback"].from_account,
+ ),
+ (
+ sample_data["admin_feedback"],
+ sample_data["message"],
+ sample_data["conversation"],
+ sample_data["app"],
+ sample_data["admin_feedback"].from_account,
+ ),
+ ]
+
+ mock_db_session.query.return_value = mock_query
+
+ # Test export
+ result = FeedbackService.export_feedbacks(app_id=sample_data["app"].id, format_type="json")
+
+ # Check JSON content for emoji ratings
+ json_content = json.loads(result.get_data(as_text=True))
+ feedback_data = json_content["feedback_data"]
+
+ # Should have both feedback records
+ assert len(feedback_data) == 2
+
+ # Check that emojis are properly set
+ like_feedback = next(f for f in feedback_data if f["feedback_rating_raw"] == "like")
+ dislike_feedback = next(f for f in feedback_data if f["feedback_rating_raw"] == "dislike")
+
+ assert like_feedback["feedback_rating"] == "👍"
+ assert dislike_feedback["feedback_rating"] == "👎"
diff --git a/api/tests/test_containers_integration_tests/services/test_webhook_service.py b/api/tests/test_containers_integration_tests/services/test_webhook_service.py
index 09a2deb8cc..8328db950c 100644
--- a/api/tests/test_containers_integration_tests/services/test_webhook_service.py
+++ b/api/tests/test_containers_integration_tests/services/test_webhook_service.py
@@ -67,6 +67,7 @@ class TestWebhookService:
)
TenantService.create_owner_tenant_if_not_exist(account, name=fake.company())
tenant = account.current_tenant
+ assert tenant is not None
# Create app
app = App(
@@ -131,7 +132,7 @@ class TestWebhookService:
app_id=app.id,
node_id="webhook_node",
tenant_id=tenant.id,
- webhook_id=webhook_id,
+ webhook_id=str(webhook_id),
created_by=account.id,
)
db_session_with_containers.add(webhook_trigger)
@@ -143,6 +144,7 @@ class TestWebhookService:
app_id=app.id,
node_id="webhook_node",
trigger_type=AppTriggerType.TRIGGER_WEBHOOK,
+ provider_name="webhook",
title="Test Webhook",
status=AppTriggerStatus.ENABLED,
)
diff --git a/api/tests/test_containers_integration_tests/services/test_workflow_app_service.py b/api/tests/test_containers_integration_tests/services/test_workflow_app_service.py
index 66bd4d3cd9..7b95944bbe 100644
--- a/api/tests/test_containers_integration_tests/services/test_workflow_app_service.py
+++ b/api/tests/test_containers_integration_tests/services/test_workflow_app_service.py
@@ -209,7 +209,6 @@ class TestWorkflowAppService:
# Create workflow app log
workflow_app_log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -217,8 +216,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC),
)
+ workflow_app_log.id = str(uuid.uuid4())
+ workflow_app_log.created_at = datetime.now(UTC)
db.session.add(workflow_app_log)
db.session.commit()
@@ -365,7 +365,6 @@ class TestWorkflowAppService:
db.session.commit()
workflow_app_log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -373,8 +372,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC) + timedelta(minutes=i),
)
+ workflow_app_log.id = str(uuid.uuid4())
+ workflow_app_log.created_at = datetime.now(UTC) + timedelta(minutes=i)
db.session.add(workflow_app_log)
db.session.commit()
@@ -473,7 +473,6 @@ class TestWorkflowAppService:
db.session.commit()
workflow_app_log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -481,8 +480,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=timestamp,
)
+ workflow_app_log.id = str(uuid.uuid4())
+ workflow_app_log.created_at = timestamp
db.session.add(workflow_app_log)
db.session.commit()
@@ -580,7 +580,6 @@ class TestWorkflowAppService:
db.session.commit()
workflow_app_log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -588,8 +587,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC) + timedelta(minutes=i),
)
+ workflow_app_log.id = str(uuid.uuid4())
+ workflow_app_log.created_at = datetime.now(UTC) + timedelta(minutes=i)
db.session.add(workflow_app_log)
db.session.commit()
@@ -710,7 +710,6 @@ class TestWorkflowAppService:
db.session.commit()
workflow_app_log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -718,8 +717,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC) + timedelta(minutes=i),
)
+ workflow_app_log.id = str(uuid.uuid4())
+ workflow_app_log.created_at = datetime.now(UTC) + timedelta(minutes=i)
db.session.add(workflow_app_log)
db.session.commit()
@@ -752,7 +752,6 @@ class TestWorkflowAppService:
db.session.commit()
workflow_app_log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -760,8 +759,9 @@ class TestWorkflowAppService:
created_from="web-app",
created_by_role=CreatorUserRole.END_USER,
created_by=end_user.id,
- created_at=datetime.now(UTC) + timedelta(minutes=i + 10),
)
+ workflow_app_log.id = str(uuid.uuid4())
+ workflow_app_log.created_at = datetime.now(UTC) + timedelta(minutes=i + 10)
db.session.add(workflow_app_log)
db.session.commit()
@@ -889,7 +889,6 @@ class TestWorkflowAppService:
# Create workflow app log
workflow_app_log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -897,8 +896,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC),
)
+ workflow_app_log.id = str(uuid.uuid4())
+ workflow_app_log.created_at = datetime.now(UTC)
db.session.add(workflow_app_log)
db.session.commit()
@@ -979,7 +979,6 @@ class TestWorkflowAppService:
# Create workflow app log
workflow_app_log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -987,8 +986,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC),
)
+ workflow_app_log.id = str(uuid.uuid4())
+ workflow_app_log.created_at = datetime.now(UTC)
db.session.add(workflow_app_log)
db.session.commit()
@@ -1133,7 +1133,6 @@ class TestWorkflowAppService:
db_session_with_containers.flush()
log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -1141,8 +1140,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC) + timedelta(minutes=i),
)
+ log.id = str(uuid.uuid4())
+ log.created_at = datetime.now(UTC) + timedelta(minutes=i)
db_session_with_containers.add(log)
logs_data.append((log, workflow_run))
@@ -1233,7 +1233,6 @@ class TestWorkflowAppService:
db_session_with_containers.flush()
log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -1241,8 +1240,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC) + timedelta(minutes=i),
)
+ log.id = str(uuid.uuid4())
+ log.created_at = datetime.now(UTC) + timedelta(minutes=i)
db_session_with_containers.add(log)
logs_data.append((log, workflow_run))
@@ -1335,7 +1335,6 @@ class TestWorkflowAppService:
db_session_with_containers.flush()
log = WorkflowAppLog(
- id=str(uuid.uuid4()),
tenant_id=app.tenant_id,
app_id=app.id,
workflow_id=workflow.id,
@@ -1343,8 +1342,9 @@ class TestWorkflowAppService:
created_from="service-api",
created_by_role=CreatorUserRole.ACCOUNT,
created_by=account.id,
- created_at=datetime.now(UTC) + timedelta(minutes=i * 10 + j),
)
+ log.id = str(uuid.uuid4())
+ log.created_at = datetime.now(UTC) + timedelta(minutes=i * 10 + j)
db_session_with_containers.add(log)
db_session_with_containers.commit()
diff --git a/api/tests/test_containers_integration_tests/services/tools/test_tools_transform_service.py b/api/tests/test_containers_integration_tests/services/tools/test_tools_transform_service.py
index 9b86671954..fa13790942 100644
--- a/api/tests/test_containers_integration_tests/services/tools/test_tools_transform_service.py
+++ b/api/tests/test_containers_integration_tests/services/tools/test_tools_transform_service.py
@@ -6,7 +6,6 @@ from faker import Faker
from core.tools.entities.api_entities import ToolProviderApiEntity
from core.tools.entities.common_entities import I18nObject
from core.tools.entities.tool_entities import ToolProviderType
-from libs.uuid_utils import uuidv7
from models.tools import ApiToolProvider, BuiltinToolProvider, MCPToolProvider, WorkflowToolProvider
from services.plugin.plugin_service import PluginService
from services.tools.tools_transform_service import ToolTransformService
@@ -67,7 +66,6 @@ class TestToolTransformService:
)
elif provider_type == "workflow":
provider = WorkflowToolProvider(
- id=str(uuidv7()),
name=fake.company(),
description=fake.text(max_nb_chars=100),
icon='{"background": "#FF6B6B", "content": "🔧"}',
@@ -760,7 +758,6 @@ class TestToolTransformService:
# Create workflow tool provider
provider = WorkflowToolProvider(
- id=str(uuidv7()),
name=fake.company(),
description=fake.text(max_nb_chars=100),
icon='{"background": "#FF6B6B", "content": "🔧"}',
diff --git a/api/tests/test_containers_integration_tests/tasks/test_add_document_to_index_task.py b/api/tests/test_containers_integration_tests/tasks/test_add_document_to_index_task.py
index f1530bcac6..9478bb9ddb 100644
--- a/api/tests/test_containers_integration_tests/tasks/test_add_document_to_index_task.py
+++ b/api/tests/test_containers_integration_tests/tasks/test_add_document_to_index_task.py
@@ -502,11 +502,11 @@ class TestAddDocumentToIndexTask:
auto_disable_logs = []
for _ in range(2):
log_entry = DatasetAutoDisableLog(
- id=fake.uuid4(),
tenant_id=document.tenant_id,
dataset_id=dataset.id,
document_id=document.id,
)
+ log_entry.id = str(fake.uuid4())
db.session.add(log_entry)
auto_disable_logs.append(log_entry)
diff --git a/api/tests/test_containers_integration_tests/tasks/test_clean_dataset_task.py b/api/tests/test_containers_integration_tests/tasks/test_clean_dataset_task.py
index 45eb9d4f78..9297e997e9 100644
--- a/api/tests/test_containers_integration_tests/tasks/test_clean_dataset_task.py
+++ b/api/tests/test_containers_integration_tests/tasks/test_clean_dataset_task.py
@@ -384,24 +384,24 @@ class TestCleanDatasetTask:
# Create dataset metadata and bindings
metadata = DatasetMetadata(
- id=str(uuid.uuid4()),
dataset_id=dataset.id,
tenant_id=tenant.id,
name="test_metadata",
type="string",
created_by=account.id,
- created_at=datetime.now(),
)
+ metadata.id = str(uuid.uuid4())
+ metadata.created_at = datetime.now()
binding = DatasetMetadataBinding(
- id=str(uuid.uuid4()),
tenant_id=tenant.id,
dataset_id=dataset.id,
metadata_id=metadata.id,
document_id=documents[0].id, # Use first document as example
created_by=account.id,
- created_at=datetime.now(),
)
+ binding.id = str(uuid.uuid4())
+ binding.created_at = datetime.now()
from extensions.ext_database import db
@@ -697,26 +697,26 @@ class TestCleanDatasetTask:
for i in range(10): # Create 10 metadata items
metadata = DatasetMetadata(
- id=str(uuid.uuid4()),
dataset_id=dataset.id,
tenant_id=tenant.id,
name=f"test_metadata_{i}",
type="string",
created_by=account.id,
- created_at=datetime.now(),
)
+ metadata.id = str(uuid.uuid4())
+ metadata.created_at = datetime.now()
metadata_items.append(metadata)
# Create binding for each metadata item
binding = DatasetMetadataBinding(
- id=str(uuid.uuid4()),
tenant_id=tenant.id,
dataset_id=dataset.id,
metadata_id=metadata.id,
document_id=documents[i % len(documents)].id,
created_by=account.id,
- created_at=datetime.now(),
)
+ binding.id = str(uuid.uuid4())
+ binding.created_at = datetime.now()
bindings.append(binding)
from extensions.ext_database import db
@@ -966,14 +966,15 @@ class TestCleanDatasetTask:
# Create metadata with special characters
special_metadata = DatasetMetadata(
- id=str(uuid.uuid4()),
dataset_id=dataset.id,
tenant_id=tenant.id,
name=f"metadata_{special_content}",
type="string",
created_by=account.id,
- created_at=datetime.now(),
)
+ special_metadata.id = str(uuid.uuid4())
+ special_metadata.created_at = datetime.now()
+
db.session.add(special_metadata)
db.session.commit()
diff --git a/api/tests/test_containers_integration_tests/tasks/test_rag_pipeline_run_tasks.py b/api/tests/test_containers_integration_tests/tasks/test_rag_pipeline_run_tasks.py
index c82162238c..e29b98037f 100644
--- a/api/tests/test_containers_integration_tests/tasks/test_rag_pipeline_run_tasks.py
+++ b/api/tests/test_containers_integration_tests/tasks/test_rag_pipeline_run_tasks.py
@@ -112,13 +112,13 @@ class TestRagPipelineRunTasks:
# Create pipeline
pipeline = Pipeline(
- id=str(uuid.uuid4()),
tenant_id=tenant.id,
workflow_id=workflow.id,
name=fake.company(),
description=fake.text(max_nb_chars=100),
created_by=account.id,
)
+ pipeline.id = str(uuid.uuid4())
db.session.add(pipeline)
db.session.commit()
diff --git a/api/tests/test_containers_integration_tests/test_workflow_pause_integration.py b/api/tests/test_containers_integration_tests/test_workflow_pause_integration.py
index 79da5d4d0e..889e3d1d83 100644
--- a/api/tests/test_containers_integration_tests/test_workflow_pause_integration.py
+++ b/api/tests/test_containers_integration_tests/test_workflow_pause_integration.py
@@ -334,12 +334,14 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
# Assert - Pause state created
assert pause_entity is not None
assert pause_entity.id is not None
assert pause_entity.workflow_execution_id == workflow_run.id
+ assert list(pause_entity.get_pause_reasons()) == []
# Convert both to strings for comparison
retrieved_state = pause_entity.get_state()
if isinstance(retrieved_state, bytes):
@@ -366,6 +368,7 @@ class TestWorkflowPauseIntegration:
if isinstance(retrieved_state, bytes):
retrieved_state = retrieved_state.decode()
assert retrieved_state == test_state
+ assert list(retrieved_entity.get_pause_reasons()) == []
# Act - Resume workflow
resumed_entity = repository.resume_workflow_pause(
@@ -402,6 +405,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
assert pause_entity is not None
@@ -432,6 +436,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
@pytest.mark.parametrize("test_case", resume_workflow_success_cases(), ids=lambda tc: tc.name)
@@ -449,6 +454,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
self.session.refresh(workflow_run)
@@ -480,6 +486,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
self.session.refresh(workflow_run)
@@ -503,6 +510,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
pause_model = self.session.get(WorkflowPauseModel, pause_entity.id)
pause_model.resumed_at = naive_utc_now()
@@ -530,6 +538,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=nonexistent_id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
def test_resume_nonexistent_workflow_run(self):
@@ -543,6 +552,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
nonexistent_id = str(uuid.uuid4())
@@ -570,6 +580,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
# Manually adjust timestamps for testing
@@ -648,6 +659,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
pause_entities.append(pause_entity)
@@ -750,6 +762,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run1.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
# Try to access pause from tenant 2 using tenant 1's repository
@@ -762,6 +775,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run2.id,
state_owner_user_id=account2.id,
state=test_state,
+ pause_reasons=[],
)
# Assert - Both pauses should exist and be separate
@@ -782,6 +796,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
# Verify pause is properly scoped
@@ -802,6 +817,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=test_state,
+ pause_reasons=[],
)
# Assert - Verify file was uploaded to storage
@@ -828,9 +844,7 @@ class TestWorkflowPauseIntegration:
repository = self._get_workflow_run_repository()
pause_entity = repository.create_workflow_pause(
- workflow_run_id=workflow_run.id,
- state_owner_user_id=self.test_user_id,
- state=test_state,
+ workflow_run_id=workflow_run.id, state_owner_user_id=self.test_user_id, state=test_state, pause_reasons=[]
)
# Get file info before deletion
@@ -868,6 +882,7 @@ class TestWorkflowPauseIntegration:
workflow_run_id=workflow_run.id,
state_owner_user_id=self.test_user_id,
state=large_state_json,
+ pause_reasons=[],
)
# Assert
@@ -902,9 +917,7 @@ class TestWorkflowPauseIntegration:
# Pause
pause_entity = repository.create_workflow_pause(
- workflow_run_id=workflow_run.id,
- state_owner_user_id=self.test_user_id,
- state=state,
+ workflow_run_id=workflow_run.id, state_owner_user_id=self.test_user_id, state=state, pause_reasons=[]
)
assert pause_entity is not None
diff --git a/api/tests/unit_tests/controllers/console/auth/test_account_activation.py b/api/tests/unit_tests/controllers/console/auth/test_account_activation.py
new file mode 100644
index 0000000000..4192fb2ca7
--- /dev/null
+++ b/api/tests/unit_tests/controllers/console/auth/test_account_activation.py
@@ -0,0 +1,456 @@
+"""
+Test suite for account activation flows.
+
+This module tests the account activation mechanism including:
+- Invitation token validation
+- Account activation with user preferences
+- Workspace member onboarding
+- Initial login after activation
+"""
+
+from unittest.mock import MagicMock, patch
+
+import pytest
+from flask import Flask
+
+from controllers.console.auth.activate import ActivateApi, ActivateCheckApi
+from controllers.console.error import AlreadyActivateError
+from models.account import AccountStatus
+
+
+class TestActivateCheckApi:
+ """Test cases for checking activation token validity."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def mock_invitation(self):
+ """Create mock invitation object."""
+ tenant = MagicMock()
+ tenant.id = "workspace-123"
+ tenant.name = "Test Workspace"
+
+ return {
+ "data": {"email": "invitee@example.com"},
+ "tenant": tenant,
+ }
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ def test_check_valid_invitation_token(self, mock_get_invitation, app, mock_invitation):
+ """
+ Test checking valid invitation token.
+
+ Verifies that:
+ - Valid token returns invitation data
+ - Workspace information is included
+ - Invitee email is returned
+ """
+ # Arrange
+ mock_get_invitation.return_value = mock_invitation
+
+ # Act
+ with app.test_request_context(
+ "/activate/check?workspace_id=workspace-123&email=invitee@example.com&token=valid_token"
+ ):
+ api = ActivateCheckApi()
+ response = api.get()
+
+ # Assert
+ assert response["is_valid"] is True
+ assert response["data"]["workspace_name"] == "Test Workspace"
+ assert response["data"]["workspace_id"] == "workspace-123"
+ assert response["data"]["email"] == "invitee@example.com"
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ def test_check_invalid_invitation_token(self, mock_get_invitation, app):
+ """
+ Test checking invalid invitation token.
+
+ Verifies that:
+ - Invalid token returns is_valid as False
+ - No data is returned for invalid tokens
+ """
+ # Arrange
+ mock_get_invitation.return_value = None
+
+ # Act
+ with app.test_request_context(
+ "/activate/check?workspace_id=workspace-123&email=test@example.com&token=invalid_token"
+ ):
+ api = ActivateCheckApi()
+ response = api.get()
+
+ # Assert
+ assert response["is_valid"] is False
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ def test_check_token_without_workspace_id(self, mock_get_invitation, app, mock_invitation):
+ """
+ Test checking token without workspace ID.
+
+ Verifies that:
+ - Token can be checked without workspace_id parameter
+ - System handles None workspace_id gracefully
+ """
+ # Arrange
+ mock_get_invitation.return_value = mock_invitation
+
+ # Act
+ with app.test_request_context("/activate/check?email=invitee@example.com&token=valid_token"):
+ api = ActivateCheckApi()
+ response = api.get()
+
+ # Assert
+ assert response["is_valid"] is True
+ mock_get_invitation.assert_called_once_with(None, "invitee@example.com", "valid_token")
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ def test_check_token_without_email(self, mock_get_invitation, app, mock_invitation):
+ """
+ Test checking token without email parameter.
+
+ Verifies that:
+ - Token can be checked without email parameter
+ - System handles None email gracefully
+ """
+ # Arrange
+ mock_get_invitation.return_value = mock_invitation
+
+ # Act
+ with app.test_request_context("/activate/check?workspace_id=workspace-123&token=valid_token"):
+ api = ActivateCheckApi()
+ response = api.get()
+
+ # Assert
+ assert response["is_valid"] is True
+ mock_get_invitation.assert_called_once_with("workspace-123", None, "valid_token")
+
+
+class TestActivateApi:
+ """Test cases for account activation endpoint."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def mock_account(self):
+ """Create mock account object."""
+ account = MagicMock()
+ account.id = "account-123"
+ account.email = "invitee@example.com"
+ account.status = AccountStatus.PENDING
+ return account
+
+ @pytest.fixture
+ def mock_invitation(self, mock_account):
+ """Create mock invitation with account."""
+ tenant = MagicMock()
+ tenant.id = "workspace-123"
+ tenant.name = "Test Workspace"
+
+ return {
+ "data": {"email": "invitee@example.com"},
+ "tenant": tenant,
+ "account": mock_account,
+ }
+
+ @pytest.fixture
+ def mock_token_pair(self):
+ """Create mock token pair object."""
+ token_pair = MagicMock()
+ token_pair.access_token = "access_token"
+ token_pair.refresh_token = "refresh_token"
+ token_pair.csrf_token = "csrf_token"
+ token_pair.model_dump.return_value = {
+ "access_token": "access_token",
+ "refresh_token": "refresh_token",
+ "csrf_token": "csrf_token",
+ }
+ return token_pair
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.activate.RegisterService.revoke_token")
+ @patch("controllers.console.auth.activate.db")
+ @patch("controllers.console.auth.activate.AccountService.login")
+ def test_successful_account_activation(
+ self,
+ mock_login,
+ mock_db,
+ mock_revoke_token,
+ mock_get_invitation,
+ app,
+ mock_invitation,
+ mock_account,
+ mock_token_pair,
+ ):
+ """
+ Test successful account activation.
+
+ Verifies that:
+ - Account is activated with user preferences
+ - Account status is set to ACTIVE
+ - User is logged in after activation
+ - Invitation token is revoked
+ """
+ # Arrange
+ mock_get_invitation.return_value = mock_invitation
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/activate",
+ method="POST",
+ json={
+ "workspace_id": "workspace-123",
+ "email": "invitee@example.com",
+ "token": "valid_token",
+ "name": "John Doe",
+ "interface_language": "en-US",
+ "timezone": "UTC",
+ },
+ ):
+ api = ActivateApi()
+ response = api.post()
+
+ # Assert
+ assert response["result"] == "success"
+ assert mock_account.name == "John Doe"
+ assert mock_account.interface_language == "en-US"
+ assert mock_account.timezone == "UTC"
+ assert mock_account.status == AccountStatus.ACTIVE
+ assert mock_account.initialized_at is not None
+ mock_revoke_token.assert_called_once_with("workspace-123", "invitee@example.com", "valid_token")
+ mock_db.session.commit.assert_called_once()
+ mock_login.assert_called_once()
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ def test_activation_with_invalid_token(self, mock_get_invitation, app):
+ """
+ Test account activation with invalid token.
+
+ Verifies that:
+ - AlreadyActivateError is raised for invalid tokens
+ - No account changes are made
+ """
+ # Arrange
+ mock_get_invitation.return_value = None
+
+ # Act & Assert
+ with app.test_request_context(
+ "/activate",
+ method="POST",
+ json={
+ "workspace_id": "workspace-123",
+ "email": "invitee@example.com",
+ "token": "invalid_token",
+ "name": "John Doe",
+ "interface_language": "en-US",
+ "timezone": "UTC",
+ },
+ ):
+ api = ActivateApi()
+ with pytest.raises(AlreadyActivateError):
+ api.post()
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.activate.RegisterService.revoke_token")
+ @patch("controllers.console.auth.activate.db")
+ @patch("controllers.console.auth.activate.AccountService.login")
+ def test_activation_sets_interface_theme(
+ self,
+ mock_login,
+ mock_db,
+ mock_revoke_token,
+ mock_get_invitation,
+ app,
+ mock_invitation,
+ mock_account,
+ mock_token_pair,
+ ):
+ """
+ Test that activation sets default interface theme.
+
+ Verifies that:
+ - Interface theme is set to 'light' by default
+ """
+ # Arrange
+ mock_get_invitation.return_value = mock_invitation
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/activate",
+ method="POST",
+ json={
+ "workspace_id": "workspace-123",
+ "email": "invitee@example.com",
+ "token": "valid_token",
+ "name": "John Doe",
+ "interface_language": "en-US",
+ "timezone": "UTC",
+ },
+ ):
+ api = ActivateApi()
+ api.post()
+
+ # Assert
+ assert mock_account.interface_theme == "light"
+
+ @pytest.mark.parametrize(
+ ("language", "timezone"),
+ [
+ ("en-US", "UTC"),
+ ("zh-Hans", "Asia/Shanghai"),
+ ("ja-JP", "Asia/Tokyo"),
+ ("es-ES", "Europe/Madrid"),
+ ],
+ )
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.activate.RegisterService.revoke_token")
+ @patch("controllers.console.auth.activate.db")
+ @patch("controllers.console.auth.activate.AccountService.login")
+ def test_activation_with_different_locales(
+ self,
+ mock_login,
+ mock_db,
+ mock_revoke_token,
+ mock_get_invitation,
+ app,
+ mock_invitation,
+ mock_account,
+ mock_token_pair,
+ language,
+ timezone,
+ ):
+ """
+ Test account activation with various language and timezone combinations.
+
+ Verifies that:
+ - Different languages are accepted
+ - Different timezones are accepted
+ - User preferences are properly stored
+ """
+ # Arrange
+ mock_get_invitation.return_value = mock_invitation
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/activate",
+ method="POST",
+ json={
+ "workspace_id": "workspace-123",
+ "email": "invitee@example.com",
+ "token": "valid_token",
+ "name": "Test User",
+ "interface_language": language,
+ "timezone": timezone,
+ },
+ ):
+ api = ActivateApi()
+ response = api.post()
+
+ # Assert
+ assert response["result"] == "success"
+ assert mock_account.interface_language == language
+ assert mock_account.timezone == timezone
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.activate.RegisterService.revoke_token")
+ @patch("controllers.console.auth.activate.db")
+ @patch("controllers.console.auth.activate.AccountService.login")
+ def test_activation_returns_token_data(
+ self,
+ mock_login,
+ mock_db,
+ mock_revoke_token,
+ mock_get_invitation,
+ app,
+ mock_invitation,
+ mock_token_pair,
+ ):
+ """
+ Test that activation returns authentication tokens.
+
+ Verifies that:
+ - Token pair is returned in response
+ - All token types are included (access, refresh, csrf)
+ """
+ # Arrange
+ mock_get_invitation.return_value = mock_invitation
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/activate",
+ method="POST",
+ json={
+ "workspace_id": "workspace-123",
+ "email": "invitee@example.com",
+ "token": "valid_token",
+ "name": "John Doe",
+ "interface_language": "en-US",
+ "timezone": "UTC",
+ },
+ ):
+ api = ActivateApi()
+ response = api.post()
+
+ # Assert
+ assert "data" in response
+ assert response["data"]["access_token"] == "access_token"
+ assert response["data"]["refresh_token"] == "refresh_token"
+ assert response["data"]["csrf_token"] == "csrf_token"
+
+ @patch("controllers.console.auth.activate.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.activate.RegisterService.revoke_token")
+ @patch("controllers.console.auth.activate.db")
+ @patch("controllers.console.auth.activate.AccountService.login")
+ def test_activation_without_workspace_id(
+ self,
+ mock_login,
+ mock_db,
+ mock_revoke_token,
+ mock_get_invitation,
+ app,
+ mock_invitation,
+ mock_token_pair,
+ ):
+ """
+ Test account activation without workspace_id.
+
+ Verifies that:
+ - Activation can proceed without workspace_id
+ - Token revocation handles None workspace_id
+ """
+ # Arrange
+ mock_get_invitation.return_value = mock_invitation
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/activate",
+ method="POST",
+ json={
+ "email": "invitee@example.com",
+ "token": "valid_token",
+ "name": "John Doe",
+ "interface_language": "en-US",
+ "timezone": "UTC",
+ },
+ ):
+ api = ActivateApi()
+ response = api.post()
+
+ # Assert
+ assert response["result"] == "success"
+ mock_revoke_token.assert_called_once_with(None, "invitee@example.com", "valid_token")
diff --git a/api/tests/unit_tests/controllers/console/auth/test_email_verification.py b/api/tests/unit_tests/controllers/console/auth/test_email_verification.py
new file mode 100644
index 0000000000..a44f518171
--- /dev/null
+++ b/api/tests/unit_tests/controllers/console/auth/test_email_verification.py
@@ -0,0 +1,546 @@
+"""
+Test suite for email verification authentication flows.
+
+This module tests the email code login mechanism including:
+- Email code sending with rate limiting
+- Code verification and validation
+- Account creation via email verification
+- Workspace creation for new users
+"""
+
+from unittest.mock import MagicMock, patch
+
+import pytest
+from flask import Flask
+
+from controllers.console.auth.error import EmailCodeError, InvalidEmailError, InvalidTokenError
+from controllers.console.auth.login import EmailCodeLoginApi, EmailCodeLoginSendEmailApi
+from controllers.console.error import (
+ AccountInFreezeError,
+ AccountNotFound,
+ EmailSendIpLimitError,
+ NotAllowedCreateWorkspace,
+ WorkspacesLimitExceeded,
+)
+from services.errors.account import AccountRegisterError
+
+
+class TestEmailCodeLoginSendEmailApi:
+ """Test cases for sending email verification codes."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def mock_account(self):
+ """Create mock account object."""
+ account = MagicMock()
+ account.email = "test@example.com"
+ account.name = "Test User"
+ return account
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.is_email_send_ip_limit")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.AccountService.send_email_code_login_email")
+ def test_send_email_code_existing_user(
+ self, mock_send_email, mock_get_user, mock_is_ip_limit, mock_db, app, mock_account
+ ):
+ """
+ Test sending email code to existing user.
+
+ Verifies that:
+ - Email code is sent to existing account
+ - Token is generated and returned
+ - IP rate limiting is checked
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_ip_limit.return_value = False
+ mock_get_user.return_value = mock_account
+ mock_send_email.return_value = "email_token_123"
+
+ # Act
+ with app.test_request_context(
+ "/email-code-login", method="POST", json={"email": "test@example.com", "language": "en-US"}
+ ):
+ api = EmailCodeLoginSendEmailApi()
+ response = api.post()
+
+ # Assert
+ assert response["result"] == "success"
+ assert response["data"] == "email_token_123"
+ mock_send_email.assert_called_once_with(account=mock_account, language="en-US")
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.is_email_send_ip_limit")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.FeatureService.get_system_features")
+ @patch("controllers.console.auth.login.AccountService.send_email_code_login_email")
+ def test_send_email_code_new_user_registration_allowed(
+ self, mock_send_email, mock_get_features, mock_get_user, mock_is_ip_limit, mock_db, app
+ ):
+ """
+ Test sending email code to new user when registration is allowed.
+
+ Verifies that:
+ - Email code is sent even for non-existent accounts
+ - Registration is allowed by system features
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_ip_limit.return_value = False
+ mock_get_user.return_value = None
+ mock_get_features.return_value.is_allow_register = True
+ mock_send_email.return_value = "email_token_123"
+
+ # Act
+ with app.test_request_context(
+ "/email-code-login", method="POST", json={"email": "newuser@example.com", "language": "en-US"}
+ ):
+ api = EmailCodeLoginSendEmailApi()
+ response = api.post()
+
+ # Assert
+ assert response["result"] == "success"
+ mock_send_email.assert_called_once_with(email="newuser@example.com", language="en-US")
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.is_email_send_ip_limit")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.FeatureService.get_system_features")
+ def test_send_email_code_new_user_registration_disabled(
+ self, mock_get_features, mock_get_user, mock_is_ip_limit, mock_db, app
+ ):
+ """
+ Test sending email code to new user when registration is disabled.
+
+ Verifies that:
+ - AccountNotFound is raised for non-existent accounts
+ - Registration is blocked by system features
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_ip_limit.return_value = False
+ mock_get_user.return_value = None
+ mock_get_features.return_value.is_allow_register = False
+
+ # Act & Assert
+ with app.test_request_context("/email-code-login", method="POST", json={"email": "newuser@example.com"}):
+ api = EmailCodeLoginSendEmailApi()
+ with pytest.raises(AccountNotFound):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.is_email_send_ip_limit")
+ def test_send_email_code_ip_rate_limited(self, mock_is_ip_limit, mock_db, app):
+ """
+ Test email code sending blocked by IP rate limit.
+
+ Verifies that:
+ - EmailSendIpLimitError is raised when IP limit exceeded
+ - Prevents spam and abuse
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_ip_limit.return_value = True
+
+ # Act & Assert
+ with app.test_request_context("/email-code-login", method="POST", json={"email": "test@example.com"}):
+ api = EmailCodeLoginSendEmailApi()
+ with pytest.raises(EmailSendIpLimitError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.is_email_send_ip_limit")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ def test_send_email_code_frozen_account(self, mock_get_user, mock_is_ip_limit, mock_db, app):
+ """
+ Test email code sending to frozen account.
+
+ Verifies that:
+ - AccountInFreezeError is raised for frozen accounts
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_ip_limit.return_value = False
+ mock_get_user.side_effect = AccountRegisterError("Account frozen")
+
+ # Act & Assert
+ with app.test_request_context("/email-code-login", method="POST", json={"email": "frozen@example.com"}):
+ api = EmailCodeLoginSendEmailApi()
+ with pytest.raises(AccountInFreezeError):
+ api.post()
+
+ @pytest.mark.parametrize(
+ ("language_input", "expected_language"),
+ [
+ ("zh-Hans", "zh-Hans"),
+ ("en-US", "en-US"),
+ (None, "en-US"),
+ ],
+ )
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.is_email_send_ip_limit")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.AccountService.send_email_code_login_email")
+ def test_send_email_code_language_handling(
+ self,
+ mock_send_email,
+ mock_get_user,
+ mock_is_ip_limit,
+ mock_db,
+ app,
+ mock_account,
+ language_input,
+ expected_language,
+ ):
+ """
+ Test email code sending with different language preferences.
+
+ Verifies that:
+ - Language parameter is correctly processed
+ - Defaults to en-US when not specified
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_ip_limit.return_value = False
+ mock_get_user.return_value = mock_account
+ mock_send_email.return_value = "token"
+
+ # Act
+ with app.test_request_context(
+ "/email-code-login", method="POST", json={"email": "test@example.com", "language": language_input}
+ ):
+ api = EmailCodeLoginSendEmailApi()
+ api.post()
+
+ # Assert
+ call_args = mock_send_email.call_args
+ assert call_args.kwargs["language"] == expected_language
+
+
+class TestEmailCodeLoginApi:
+ """Test cases for email code verification and login."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def mock_account(self):
+ """Create mock account object."""
+ account = MagicMock()
+ account.email = "test@example.com"
+ account.name = "Test User"
+ return account
+
+ @pytest.fixture
+ def mock_token_pair(self):
+ """Create mock token pair object."""
+ token_pair = MagicMock()
+ token_pair.access_token = "access_token"
+ token_pair.refresh_token = "refresh_token"
+ token_pair.csrf_token = "csrf_token"
+ return token_pair
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.get_email_code_login_data")
+ @patch("controllers.console.auth.login.AccountService.revoke_email_code_login_token")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.TenantService.get_join_tenants")
+ @patch("controllers.console.auth.login.AccountService.login")
+ @patch("controllers.console.auth.login.AccountService.reset_login_error_rate_limit")
+ def test_email_code_login_existing_user(
+ self,
+ mock_reset_rate_limit,
+ mock_login,
+ mock_get_tenants,
+ mock_get_user,
+ mock_revoke_token,
+ mock_get_data,
+ mock_db,
+ app,
+ mock_account,
+ mock_token_pair,
+ ):
+ """
+ Test successful email code login for existing user.
+
+ Verifies that:
+ - Email and code are validated
+ - Token is revoked after use
+ - User is logged in with token pair
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "test@example.com", "code": "123456"}
+ mock_get_user.return_value = mock_account
+ mock_get_tenants.return_value = [MagicMock()]
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/email-code-login/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "123456", "token": "valid_token"},
+ ):
+ api = EmailCodeLoginApi()
+ response = api.post()
+
+ # Assert
+ assert response.json["result"] == "success"
+ mock_revoke_token.assert_called_once_with("valid_token")
+ mock_login.assert_called_once()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.get_email_code_login_data")
+ @patch("controllers.console.auth.login.AccountService.revoke_email_code_login_token")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.AccountService.create_account_and_tenant")
+ @patch("controllers.console.auth.login.AccountService.login")
+ @patch("controllers.console.auth.login.AccountService.reset_login_error_rate_limit")
+ def test_email_code_login_new_user_creates_account(
+ self,
+ mock_reset_rate_limit,
+ mock_login,
+ mock_create_account,
+ mock_get_user,
+ mock_revoke_token,
+ mock_get_data,
+ mock_db,
+ app,
+ mock_account,
+ mock_token_pair,
+ ):
+ """
+ Test email code login creates new account for new user.
+
+ Verifies that:
+ - New account is created when user doesn't exist
+ - Workspace is created for new user
+ - User is logged in after account creation
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "newuser@example.com", "code": "123456"}
+ mock_get_user.return_value = None
+ mock_create_account.return_value = mock_account
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/email-code-login/validity",
+ method="POST",
+ json={"email": "newuser@example.com", "code": "123456", "token": "valid_token", "language": "en-US"},
+ ):
+ api = EmailCodeLoginApi()
+ response = api.post()
+
+ # Assert
+ assert response.json["result"] == "success"
+ mock_create_account.assert_called_once()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.get_email_code_login_data")
+ def test_email_code_login_invalid_token(self, mock_get_data, mock_db, app):
+ """
+ Test email code login with invalid token.
+
+ Verifies that:
+ - InvalidTokenError is raised for invalid/expired tokens
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = None
+
+ # Act & Assert
+ with app.test_request_context(
+ "/email-code-login/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "123456", "token": "invalid_token"},
+ ):
+ api = EmailCodeLoginApi()
+ with pytest.raises(InvalidTokenError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.get_email_code_login_data")
+ def test_email_code_login_email_mismatch(self, mock_get_data, mock_db, app):
+ """
+ Test email code login with mismatched email.
+
+ Verifies that:
+ - InvalidEmailError is raised when email doesn't match token
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "original@example.com", "code": "123456"}
+
+ # Act & Assert
+ with app.test_request_context(
+ "/email-code-login/validity",
+ method="POST",
+ json={"email": "different@example.com", "code": "123456", "token": "token"},
+ ):
+ api = EmailCodeLoginApi()
+ with pytest.raises(InvalidEmailError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.get_email_code_login_data")
+ def test_email_code_login_wrong_code(self, mock_get_data, mock_db, app):
+ """
+ Test email code login with incorrect code.
+
+ Verifies that:
+ - EmailCodeError is raised for wrong verification code
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "test@example.com", "code": "123456"}
+
+ # Act & Assert
+ with app.test_request_context(
+ "/email-code-login/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "wrong_code", "token": "token"},
+ ):
+ api = EmailCodeLoginApi()
+ with pytest.raises(EmailCodeError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.get_email_code_login_data")
+ @patch("controllers.console.auth.login.AccountService.revoke_email_code_login_token")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.TenantService.get_join_tenants")
+ @patch("controllers.console.auth.login.FeatureService.get_system_features")
+ def test_email_code_login_creates_workspace_for_user_without_tenant(
+ self,
+ mock_get_features,
+ mock_get_tenants,
+ mock_get_user,
+ mock_revoke_token,
+ mock_get_data,
+ mock_db,
+ app,
+ mock_account,
+ ):
+ """
+ Test email code login creates workspace for user without tenant.
+
+ Verifies that:
+ - Workspace is created when user has no tenants
+ - User is added as owner of new workspace
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "test@example.com", "code": "123456"}
+ mock_get_user.return_value = mock_account
+ mock_get_tenants.return_value = []
+ mock_features = MagicMock()
+ mock_features.is_allow_create_workspace = True
+ mock_features.license.workspaces.is_available.return_value = True
+ mock_get_features.return_value = mock_features
+
+ # Act & Assert - Should not raise WorkspacesLimitExceeded
+ with app.test_request_context(
+ "/email-code-login/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "123456", "token": "token"},
+ ):
+ api = EmailCodeLoginApi()
+ # This would complete the flow, but we're testing workspace creation logic
+ # In real implementation, TenantService.create_tenant would be called
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.get_email_code_login_data")
+ @patch("controllers.console.auth.login.AccountService.revoke_email_code_login_token")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.TenantService.get_join_tenants")
+ @patch("controllers.console.auth.login.FeatureService.get_system_features")
+ def test_email_code_login_workspace_limit_exceeded(
+ self,
+ mock_get_features,
+ mock_get_tenants,
+ mock_get_user,
+ mock_revoke_token,
+ mock_get_data,
+ mock_db,
+ app,
+ mock_account,
+ ):
+ """
+ Test email code login fails when workspace limit exceeded.
+
+ Verifies that:
+ - WorkspacesLimitExceeded is raised when limit reached
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "test@example.com", "code": "123456"}
+ mock_get_user.return_value = mock_account
+ mock_get_tenants.return_value = []
+ mock_features = MagicMock()
+ mock_features.license.workspaces.is_available.return_value = False
+ mock_get_features.return_value = mock_features
+
+ # Act & Assert
+ with app.test_request_context(
+ "/email-code-login/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "123456", "token": "token"},
+ ):
+ api = EmailCodeLoginApi()
+ with pytest.raises(WorkspacesLimitExceeded):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.AccountService.get_email_code_login_data")
+ @patch("controllers.console.auth.login.AccountService.revoke_email_code_login_token")
+ @patch("controllers.console.auth.login.AccountService.get_user_through_email")
+ @patch("controllers.console.auth.login.TenantService.get_join_tenants")
+ @patch("controllers.console.auth.login.FeatureService.get_system_features")
+ def test_email_code_login_workspace_creation_not_allowed(
+ self,
+ mock_get_features,
+ mock_get_tenants,
+ mock_get_user,
+ mock_revoke_token,
+ mock_get_data,
+ mock_db,
+ app,
+ mock_account,
+ ):
+ """
+ Test email code login fails when workspace creation not allowed.
+
+ Verifies that:
+ - NotAllowedCreateWorkspace is raised when creation disabled
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "test@example.com", "code": "123456"}
+ mock_get_user.return_value = mock_account
+ mock_get_tenants.return_value = []
+ mock_features = MagicMock()
+ mock_features.is_allow_create_workspace = False
+ mock_get_features.return_value = mock_features
+
+ # Act & Assert
+ with app.test_request_context(
+ "/email-code-login/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "123456", "token": "token"},
+ ):
+ api = EmailCodeLoginApi()
+ with pytest.raises(NotAllowedCreateWorkspace):
+ api.post()
diff --git a/api/tests/unit_tests/controllers/console/auth/test_login_logout.py b/api/tests/unit_tests/controllers/console/auth/test_login_logout.py
new file mode 100644
index 0000000000..8799d6484d
--- /dev/null
+++ b/api/tests/unit_tests/controllers/console/auth/test_login_logout.py
@@ -0,0 +1,433 @@
+"""
+Test suite for login and logout authentication flows.
+
+This module tests the core authentication endpoints including:
+- Email/password login with rate limiting
+- Session management and logout
+- Cookie-based token handling
+- Account status validation
+"""
+
+from unittest.mock import MagicMock, patch
+
+import pytest
+from flask import Flask
+from flask_restx import Api
+
+from controllers.console.auth.error import (
+ AuthenticationFailedError,
+ EmailPasswordLoginLimitError,
+ InvalidEmailError,
+)
+from controllers.console.auth.login import LoginApi, LogoutApi
+from controllers.console.error import (
+ AccountBannedError,
+ AccountInFreezeError,
+ WorkspacesLimitExceeded,
+)
+from services.errors.account import AccountLoginError, AccountPasswordError
+
+
+class TestLoginApi:
+ """Test cases for the LoginApi endpoint."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def api(self, app):
+ """Create Flask-RESTX API instance."""
+ return Api(app)
+
+ @pytest.fixture
+ def client(self, app, api):
+ """Create test client."""
+ api.add_resource(LoginApi, "/login")
+ return app.test_client()
+
+ @pytest.fixture
+ def mock_account(self):
+ """Create mock account object."""
+ account = MagicMock()
+ account.id = "test-account-id"
+ account.email = "test@example.com"
+ account.name = "Test User"
+ return account
+
+ @pytest.fixture
+ def mock_token_pair(self):
+ """Create mock token pair object."""
+ token_pair = MagicMock()
+ token_pair.access_token = "mock_access_token"
+ token_pair.refresh_token = "mock_refresh_token"
+ token_pair.csrf_token = "mock_csrf_token"
+ return token_pair
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False)
+ @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit")
+ @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.login.AccountService.authenticate")
+ @patch("controllers.console.auth.login.TenantService.get_join_tenants")
+ @patch("controllers.console.auth.login.AccountService.login")
+ @patch("controllers.console.auth.login.AccountService.reset_login_error_rate_limit")
+ def test_successful_login_without_invitation(
+ self,
+ mock_reset_rate_limit,
+ mock_login,
+ mock_get_tenants,
+ mock_authenticate,
+ mock_get_invitation,
+ mock_is_rate_limit,
+ mock_db,
+ app,
+ mock_account,
+ mock_token_pair,
+ ):
+ """
+ Test successful login flow without invitation token.
+
+ Verifies that:
+ - Valid credentials authenticate successfully
+ - Tokens are generated and set in cookies
+ - Rate limit is reset after successful login
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_invitation.return_value = None
+ mock_authenticate.return_value = mock_account
+ mock_get_tenants.return_value = [MagicMock()] # Has at least one tenant
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/login", method="POST", json={"email": "test@example.com", "password": "ValidPass123!"}
+ ):
+ login_api = LoginApi()
+ response = login_api.post()
+
+ # Assert
+ mock_authenticate.assert_called_once_with("test@example.com", "ValidPass123!")
+ mock_login.assert_called_once()
+ mock_reset_rate_limit.assert_called_once_with("test@example.com")
+ assert response.json["result"] == "success"
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False)
+ @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit")
+ @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.login.AccountService.authenticate")
+ @patch("controllers.console.auth.login.TenantService.get_join_tenants")
+ @patch("controllers.console.auth.login.AccountService.login")
+ @patch("controllers.console.auth.login.AccountService.reset_login_error_rate_limit")
+ def test_successful_login_with_valid_invitation(
+ self,
+ mock_reset_rate_limit,
+ mock_login,
+ mock_get_tenants,
+ mock_authenticate,
+ mock_get_invitation,
+ mock_is_rate_limit,
+ mock_db,
+ app,
+ mock_account,
+ mock_token_pair,
+ ):
+ """
+ Test successful login with valid invitation token.
+
+ Verifies that:
+ - Invitation token is validated
+ - Email matches invitation email
+ - Authentication proceeds with invitation token
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_invitation.return_value = {"data": {"email": "test@example.com"}}
+ mock_authenticate.return_value = mock_account
+ mock_get_tenants.return_value = [MagicMock()]
+ mock_login.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context(
+ "/login",
+ method="POST",
+ json={"email": "test@example.com", "password": "ValidPass123!", "invite_token": "valid_token"},
+ ):
+ login_api = LoginApi()
+ response = login_api.post()
+
+ # Assert
+ mock_authenticate.assert_called_once_with("test@example.com", "ValidPass123!", "valid_token")
+ assert response.json["result"] == "success"
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False)
+ @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit")
+ @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid")
+ def test_login_fails_when_rate_limited(self, mock_get_invitation, mock_is_rate_limit, mock_db, app):
+ """
+ Test login rejection when rate limit is exceeded.
+
+ Verifies that:
+ - Rate limit check is performed before authentication
+ - EmailPasswordLoginLimitError is raised when limit exceeded
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = True
+ mock_get_invitation.return_value = None
+
+ # Act & Assert
+ with app.test_request_context(
+ "/login", method="POST", json={"email": "test@example.com", "password": "password"}
+ ):
+ login_api = LoginApi()
+ with pytest.raises(EmailPasswordLoginLimitError):
+ login_api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", True)
+ @patch("controllers.console.auth.login.BillingService.is_email_in_freeze")
+ def test_login_fails_when_account_frozen(self, mock_is_frozen, mock_db, app):
+ """
+ Test login rejection for frozen accounts.
+
+ Verifies that:
+ - Billing freeze status is checked when billing enabled
+ - AccountInFreezeError is raised for frozen accounts
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_frozen.return_value = True
+
+ # Act & Assert
+ with app.test_request_context(
+ "/login", method="POST", json={"email": "frozen@example.com", "password": "password"}
+ ):
+ login_api = LoginApi()
+ with pytest.raises(AccountInFreezeError):
+ login_api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False)
+ @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit")
+ @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.login.AccountService.authenticate")
+ @patch("controllers.console.auth.login.AccountService.add_login_error_rate_limit")
+ def test_login_fails_with_invalid_credentials(
+ self,
+ mock_add_rate_limit,
+ mock_authenticate,
+ mock_get_invitation,
+ mock_is_rate_limit,
+ mock_db,
+ app,
+ ):
+ """
+ Test login failure with invalid credentials.
+
+ Verifies that:
+ - AuthenticationFailedError is raised for wrong password
+ - Login error rate limit counter is incremented
+ - Generic error message prevents user enumeration
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_invitation.return_value = None
+ mock_authenticate.side_effect = AccountPasswordError("Invalid password")
+
+ # Act & Assert
+ with app.test_request_context(
+ "/login", method="POST", json={"email": "test@example.com", "password": "WrongPass123!"}
+ ):
+ login_api = LoginApi()
+ with pytest.raises(AuthenticationFailedError):
+ login_api.post()
+
+ mock_add_rate_limit.assert_called_once_with("test@example.com")
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False)
+ @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit")
+ @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.login.AccountService.authenticate")
+ def test_login_fails_for_banned_account(
+ self, mock_authenticate, mock_get_invitation, mock_is_rate_limit, mock_db, app
+ ):
+ """
+ Test login rejection for banned accounts.
+
+ Verifies that:
+ - AccountBannedError is raised for banned accounts
+ - Login is prevented even with valid credentials
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_invitation.return_value = None
+ mock_authenticate.side_effect = AccountLoginError("Account is banned")
+
+ # Act & Assert
+ with app.test_request_context(
+ "/login", method="POST", json={"email": "banned@example.com", "password": "ValidPass123!"}
+ ):
+ login_api = LoginApi()
+ with pytest.raises(AccountBannedError):
+ login_api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False)
+ @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit")
+ @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid")
+ @patch("controllers.console.auth.login.AccountService.authenticate")
+ @patch("controllers.console.auth.login.TenantService.get_join_tenants")
+ @patch("controllers.console.auth.login.FeatureService.get_system_features")
+ def test_login_fails_when_no_workspace_and_limit_exceeded(
+ self,
+ mock_get_features,
+ mock_get_tenants,
+ mock_authenticate,
+ mock_get_invitation,
+ mock_is_rate_limit,
+ mock_db,
+ app,
+ mock_account,
+ ):
+ """
+ Test login failure when user has no workspace and workspace limit exceeded.
+
+ Verifies that:
+ - WorkspacesLimitExceeded is raised when limit reached
+ - User cannot login without an assigned workspace
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_invitation.return_value = None
+ mock_authenticate.return_value = mock_account
+ mock_get_tenants.return_value = [] # No tenants
+
+ mock_features = MagicMock()
+ mock_features.is_allow_create_workspace = True
+ mock_features.license.workspaces.is_available.return_value = False
+ mock_get_features.return_value = mock_features
+
+ # Act & Assert
+ with app.test_request_context(
+ "/login", method="POST", json={"email": "test@example.com", "password": "ValidPass123!"}
+ ):
+ login_api = LoginApi()
+ with pytest.raises(WorkspacesLimitExceeded):
+ login_api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.dify_config.BILLING_ENABLED", False)
+ @patch("controllers.console.auth.login.AccountService.is_login_error_rate_limit")
+ @patch("controllers.console.auth.login.RegisterService.get_invitation_if_token_valid")
+ def test_login_invitation_email_mismatch(self, mock_get_invitation, mock_is_rate_limit, mock_db, app):
+ """
+ Test login failure when invitation email doesn't match login email.
+
+ Verifies that:
+ - InvalidEmailError is raised for email mismatch
+ - Security check prevents invitation token abuse
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_invitation.return_value = {"data": {"email": "invited@example.com"}}
+
+ # Act & Assert
+ with app.test_request_context(
+ "/login",
+ method="POST",
+ json={"email": "different@example.com", "password": "ValidPass123!", "invite_token": "token"},
+ ):
+ login_api = LoginApi()
+ with pytest.raises(InvalidEmailError):
+ login_api.post()
+
+
+class TestLogoutApi:
+ """Test cases for the LogoutApi endpoint."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def mock_account(self):
+ """Create mock account object."""
+ account = MagicMock()
+ account.id = "test-account-id"
+ account.email = "test@example.com"
+ return account
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.current_account_with_tenant")
+ @patch("controllers.console.auth.login.AccountService.logout")
+ @patch("controllers.console.auth.login.flask_login.logout_user")
+ def test_successful_logout(
+ self, mock_logout_user, mock_service_logout, mock_current_account, mock_db, app, mock_account
+ ):
+ """
+ Test successful logout flow.
+
+ Verifies that:
+ - User session is terminated
+ - AccountService.logout is called
+ - All authentication cookies are cleared
+ - Success response is returned
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_current_account.return_value = (mock_account, MagicMock())
+
+ # Act
+ with app.test_request_context("/logout", method="POST"):
+ logout_api = LogoutApi()
+ response = logout_api.post()
+
+ # Assert
+ mock_service_logout.assert_called_once_with(account=mock_account)
+ mock_logout_user.assert_called_once()
+ assert response.json["result"] == "success"
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.login.current_account_with_tenant")
+ @patch("controllers.console.auth.login.flask_login")
+ def test_logout_anonymous_user(self, mock_flask_login, mock_current_account, mock_db, app):
+ """
+ Test logout for anonymous (not logged in) user.
+
+ Verifies that:
+ - Anonymous users can call logout endpoint
+ - No errors are raised
+ - Success response is returned
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ # Create a mock anonymous user that will pass isinstance check
+ anonymous_user = MagicMock()
+ mock_flask_login.AnonymousUserMixin = type("AnonymousUserMixin", (), {})
+ anonymous_user.__class__ = mock_flask_login.AnonymousUserMixin
+ mock_current_account.return_value = (anonymous_user, None)
+
+ # Act
+ with app.test_request_context("/logout", method="POST"):
+ logout_api = LogoutApi()
+ response = logout_api.post()
+
+ # Assert
+ assert response.json["result"] == "success"
diff --git a/api/tests/unit_tests/controllers/console/auth/test_password_reset.py b/api/tests/unit_tests/controllers/console/auth/test_password_reset.py
new file mode 100644
index 0000000000..f584952a00
--- /dev/null
+++ b/api/tests/unit_tests/controllers/console/auth/test_password_reset.py
@@ -0,0 +1,508 @@
+"""
+Test suite for password reset authentication flows.
+
+This module tests the password reset mechanism including:
+- Password reset email sending
+- Verification code validation
+- Password reset with token
+- Rate limiting and security checks
+"""
+
+from unittest.mock import MagicMock, patch
+
+import pytest
+from flask import Flask
+
+from controllers.console.auth.error import (
+ EmailCodeError,
+ EmailPasswordResetLimitError,
+ InvalidEmailError,
+ InvalidTokenError,
+ PasswordMismatchError,
+)
+from controllers.console.auth.forgot_password import (
+ ForgotPasswordCheckApi,
+ ForgotPasswordResetApi,
+ ForgotPasswordSendEmailApi,
+)
+from controllers.console.error import AccountNotFound, EmailSendIpLimitError
+
+
+class TestForgotPasswordSendEmailApi:
+ """Test cases for sending password reset emails."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def mock_account(self):
+ """Create mock account object."""
+ account = MagicMock()
+ account.email = "test@example.com"
+ account.name = "Test User"
+ return account
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.is_email_send_ip_limit")
+ @patch("controllers.console.auth.forgot_password.Session")
+ @patch("controllers.console.auth.forgot_password.select")
+ @patch("controllers.console.auth.forgot_password.AccountService.send_reset_password_email")
+ @patch("controllers.console.auth.forgot_password.FeatureService.get_system_features")
+ def test_send_reset_email_success(
+ self,
+ mock_get_features,
+ mock_send_email,
+ mock_select,
+ mock_session,
+ mock_is_ip_limit,
+ mock_forgot_db,
+ mock_wraps_db,
+ app,
+ mock_account,
+ ):
+ """
+ Test successful password reset email sending.
+
+ Verifies that:
+ - Email is sent to valid account
+ - Reset token is generated and returned
+ - IP rate limiting is checked
+ """
+ # Arrange
+ mock_wraps_db.session.query.return_value.first.return_value = MagicMock()
+ mock_forgot_db.engine = MagicMock()
+ mock_is_ip_limit.return_value = False
+ mock_session_instance = MagicMock()
+ mock_session_instance.execute.return_value.scalar_one_or_none.return_value = mock_account
+ mock_session.return_value.__enter__.return_value = mock_session_instance
+ mock_send_email.return_value = "reset_token_123"
+ mock_get_features.return_value.is_allow_register = True
+
+ # Act
+ with app.test_request_context(
+ "/forgot-password", method="POST", json={"email": "test@example.com", "language": "en-US"}
+ ):
+ api = ForgotPasswordSendEmailApi()
+ response = api.post()
+
+ # Assert
+ assert response["result"] == "success"
+ assert response["data"] == "reset_token_123"
+ mock_send_email.assert_called_once()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.is_email_send_ip_limit")
+ def test_send_reset_email_ip_rate_limited(self, mock_is_ip_limit, mock_db, app):
+ """
+ Test password reset email blocked by IP rate limit.
+
+ Verifies that:
+ - EmailSendIpLimitError is raised when IP limit exceeded
+ - No email is sent when rate limited
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_ip_limit.return_value = True
+
+ # Act & Assert
+ with app.test_request_context("/forgot-password", method="POST", json={"email": "test@example.com"}):
+ api = ForgotPasswordSendEmailApi()
+ with pytest.raises(EmailSendIpLimitError):
+ api.post()
+
+ @pytest.mark.parametrize(
+ ("language_input", "expected_language"),
+ [
+ ("zh-Hans", "zh-Hans"),
+ ("en-US", "en-US"),
+ ("fr-FR", "en-US"), # Defaults to en-US for unsupported
+ (None, "en-US"), # Defaults to en-US when not provided
+ ],
+ )
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.is_email_send_ip_limit")
+ @patch("controllers.console.auth.forgot_password.Session")
+ @patch("controllers.console.auth.forgot_password.select")
+ @patch("controllers.console.auth.forgot_password.AccountService.send_reset_password_email")
+ @patch("controllers.console.auth.forgot_password.FeatureService.get_system_features")
+ def test_send_reset_email_language_handling(
+ self,
+ mock_get_features,
+ mock_send_email,
+ mock_select,
+ mock_session,
+ mock_is_ip_limit,
+ mock_forgot_db,
+ mock_wraps_db,
+ app,
+ mock_account,
+ language_input,
+ expected_language,
+ ):
+ """
+ Test password reset email with different language preferences.
+
+ Verifies that:
+ - Language parameter is correctly processed
+ - Unsupported languages default to en-US
+ """
+ # Arrange
+ mock_wraps_db.session.query.return_value.first.return_value = MagicMock()
+ mock_forgot_db.engine = MagicMock()
+ mock_is_ip_limit.return_value = False
+ mock_session_instance = MagicMock()
+ mock_session_instance.execute.return_value.scalar_one_or_none.return_value = mock_account
+ mock_session.return_value.__enter__.return_value = mock_session_instance
+ mock_send_email.return_value = "token"
+ mock_get_features.return_value.is_allow_register = True
+
+ # Act
+ with app.test_request_context(
+ "/forgot-password", method="POST", json={"email": "test@example.com", "language": language_input}
+ ):
+ api = ForgotPasswordSendEmailApi()
+ api.post()
+
+ # Assert
+ call_args = mock_send_email.call_args
+ assert call_args.kwargs["language"] == expected_language
+
+
+class TestForgotPasswordCheckApi:
+ """Test cases for verifying password reset codes."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.is_forgot_password_error_rate_limit")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ @patch("controllers.console.auth.forgot_password.AccountService.revoke_reset_password_token")
+ @patch("controllers.console.auth.forgot_password.AccountService.generate_reset_password_token")
+ @patch("controllers.console.auth.forgot_password.AccountService.reset_forgot_password_error_rate_limit")
+ def test_verify_code_success(
+ self,
+ mock_reset_rate_limit,
+ mock_generate_token,
+ mock_revoke_token,
+ mock_get_data,
+ mock_is_rate_limit,
+ mock_db,
+ app,
+ ):
+ """
+ Test successful verification code validation.
+
+ Verifies that:
+ - Valid code is accepted
+ - Old token is revoked
+ - New token is generated for reset phase
+ - Rate limit is reset on success
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_data.return_value = {"email": "test@example.com", "code": "123456"}
+ mock_generate_token.return_value = (None, "new_token")
+
+ # Act
+ with app.test_request_context(
+ "/forgot-password/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "123456", "token": "old_token"},
+ ):
+ api = ForgotPasswordCheckApi()
+ response = api.post()
+
+ # Assert
+ assert response["is_valid"] is True
+ assert response["email"] == "test@example.com"
+ assert response["token"] == "new_token"
+ mock_revoke_token.assert_called_once_with("old_token")
+ mock_reset_rate_limit.assert_called_once_with("test@example.com")
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.is_forgot_password_error_rate_limit")
+ def test_verify_code_rate_limited(self, mock_is_rate_limit, mock_db, app):
+ """
+ Test code verification blocked by rate limit.
+
+ Verifies that:
+ - EmailPasswordResetLimitError is raised when limit exceeded
+ - Prevents brute force attacks on verification codes
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = True
+
+ # Act & Assert
+ with app.test_request_context(
+ "/forgot-password/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "123456", "token": "token"},
+ ):
+ api = ForgotPasswordCheckApi()
+ with pytest.raises(EmailPasswordResetLimitError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.is_forgot_password_error_rate_limit")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ def test_verify_code_invalid_token(self, mock_get_data, mock_is_rate_limit, mock_db, app):
+ """
+ Test code verification with invalid token.
+
+ Verifies that:
+ - InvalidTokenError is raised for invalid/expired tokens
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_data.return_value = None
+
+ # Act & Assert
+ with app.test_request_context(
+ "/forgot-password/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "123456", "token": "invalid_token"},
+ ):
+ api = ForgotPasswordCheckApi()
+ with pytest.raises(InvalidTokenError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.is_forgot_password_error_rate_limit")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ def test_verify_code_email_mismatch(self, mock_get_data, mock_is_rate_limit, mock_db, app):
+ """
+ Test code verification with mismatched email.
+
+ Verifies that:
+ - InvalidEmailError is raised when email doesn't match token
+ - Prevents token abuse
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_data.return_value = {"email": "original@example.com", "code": "123456"}
+
+ # Act & Assert
+ with app.test_request_context(
+ "/forgot-password/validity",
+ method="POST",
+ json={"email": "different@example.com", "code": "123456", "token": "token"},
+ ):
+ api = ForgotPasswordCheckApi()
+ with pytest.raises(InvalidEmailError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.is_forgot_password_error_rate_limit")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ @patch("controllers.console.auth.forgot_password.AccountService.add_forgot_password_error_rate_limit")
+ def test_verify_code_wrong_code(self, mock_add_rate_limit, mock_get_data, mock_is_rate_limit, mock_db, app):
+ """
+ Test code verification with incorrect code.
+
+ Verifies that:
+ - EmailCodeError is raised for wrong code
+ - Rate limit counter is incremented
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_is_rate_limit.return_value = False
+ mock_get_data.return_value = {"email": "test@example.com", "code": "123456"}
+
+ # Act & Assert
+ with app.test_request_context(
+ "/forgot-password/validity",
+ method="POST",
+ json={"email": "test@example.com", "code": "wrong_code", "token": "token"},
+ ):
+ api = ForgotPasswordCheckApi()
+ with pytest.raises(EmailCodeError):
+ api.post()
+
+ mock_add_rate_limit.assert_called_once_with("test@example.com")
+
+
+class TestForgotPasswordResetApi:
+ """Test cases for resetting password with verified token."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def mock_account(self):
+ """Create mock account object."""
+ account = MagicMock()
+ account.email = "test@example.com"
+ account.name = "Test User"
+ return account
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ @patch("controllers.console.auth.forgot_password.AccountService.revoke_reset_password_token")
+ @patch("controllers.console.auth.forgot_password.Session")
+ @patch("controllers.console.auth.forgot_password.select")
+ @patch("controllers.console.auth.forgot_password.TenantService.get_join_tenants")
+ def test_reset_password_success(
+ self,
+ mock_get_tenants,
+ mock_select,
+ mock_session,
+ mock_revoke_token,
+ mock_get_data,
+ mock_forgot_db,
+ mock_wraps_db,
+ app,
+ mock_account,
+ ):
+ """
+ Test successful password reset.
+
+ Verifies that:
+ - Password is updated with new hashed value
+ - Token is revoked after use
+ - Success response is returned
+ """
+ # Arrange
+ mock_wraps_db.session.query.return_value.first.return_value = MagicMock()
+ mock_forgot_db.engine = MagicMock()
+ mock_get_data.return_value = {"email": "test@example.com", "phase": "reset"}
+ mock_session_instance = MagicMock()
+ mock_session_instance.execute.return_value.scalar_one_or_none.return_value = mock_account
+ mock_session.return_value.__enter__.return_value = mock_session_instance
+ mock_get_tenants.return_value = [MagicMock()]
+
+ # Act
+ with app.test_request_context(
+ "/forgot-password/resets",
+ method="POST",
+ json={"token": "valid_token", "new_password": "NewPass123!", "password_confirm": "NewPass123!"},
+ ):
+ api = ForgotPasswordResetApi()
+ response = api.post()
+
+ # Assert
+ assert response["result"] == "success"
+ mock_revoke_token.assert_called_once_with("valid_token")
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ def test_reset_password_mismatch(self, mock_get_data, mock_db, app):
+ """
+ Test password reset with mismatched passwords.
+
+ Verifies that:
+ - PasswordMismatchError is raised when passwords don't match
+ - No password update occurs
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "test@example.com", "phase": "reset"}
+
+ # Act & Assert
+ with app.test_request_context(
+ "/forgot-password/resets",
+ method="POST",
+ json={"token": "token", "new_password": "NewPass123!", "password_confirm": "DifferentPass123!"},
+ ):
+ api = ForgotPasswordResetApi()
+ with pytest.raises(PasswordMismatchError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ def test_reset_password_invalid_token(self, mock_get_data, mock_db, app):
+ """
+ Test password reset with invalid token.
+
+ Verifies that:
+ - InvalidTokenError is raised for invalid/expired tokens
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = None
+
+ # Act & Assert
+ with app.test_request_context(
+ "/forgot-password/resets",
+ method="POST",
+ json={"token": "invalid_token", "new_password": "NewPass123!", "password_confirm": "NewPass123!"},
+ ):
+ api = ForgotPasswordResetApi()
+ with pytest.raises(InvalidTokenError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ def test_reset_password_wrong_phase(self, mock_get_data, mock_db, app):
+ """
+ Test password reset with token not in reset phase.
+
+ Verifies that:
+ - InvalidTokenError is raised when token is not in reset phase
+ - Prevents use of verification-phase tokens for reset
+ """
+ # Arrange
+ mock_db.session.query.return_value.first.return_value = MagicMock()
+ mock_get_data.return_value = {"email": "test@example.com", "phase": "verify"}
+
+ # Act & Assert
+ with app.test_request_context(
+ "/forgot-password/resets",
+ method="POST",
+ json={"token": "token", "new_password": "NewPass123!", "password_confirm": "NewPass123!"},
+ ):
+ api = ForgotPasswordResetApi()
+ with pytest.raises(InvalidTokenError):
+ api.post()
+
+ @patch("controllers.console.wraps.db")
+ @patch("controllers.console.auth.forgot_password.db")
+ @patch("controllers.console.auth.forgot_password.AccountService.get_reset_password_data")
+ @patch("controllers.console.auth.forgot_password.AccountService.revoke_reset_password_token")
+ @patch("controllers.console.auth.forgot_password.Session")
+ @patch("controllers.console.auth.forgot_password.select")
+ def test_reset_password_account_not_found(
+ self, mock_select, mock_session, mock_revoke_token, mock_get_data, mock_forgot_db, mock_wraps_db, app
+ ):
+ """
+ Test password reset for non-existent account.
+
+ Verifies that:
+ - AccountNotFound is raised when account doesn't exist
+ """
+ # Arrange
+ mock_wraps_db.session.query.return_value.first.return_value = MagicMock()
+ mock_forgot_db.engine = MagicMock()
+ mock_get_data.return_value = {"email": "nonexistent@example.com", "phase": "reset"}
+ mock_session_instance = MagicMock()
+ mock_session_instance.execute.return_value.scalar_one_or_none.return_value = None
+ mock_session.return_value.__enter__.return_value = mock_session_instance
+
+ # Act & Assert
+ with app.test_request_context(
+ "/forgot-password/resets",
+ method="POST",
+ json={"token": "token", "new_password": "NewPass123!", "password_confirm": "NewPass123!"},
+ ):
+ api = ForgotPasswordResetApi()
+ with pytest.raises(AccountNotFound):
+ api.post()
diff --git a/api/tests/unit_tests/controllers/console/auth/test_token_refresh.py b/api/tests/unit_tests/controllers/console/auth/test_token_refresh.py
new file mode 100644
index 0000000000..8da930b7fa
--- /dev/null
+++ b/api/tests/unit_tests/controllers/console/auth/test_token_refresh.py
@@ -0,0 +1,198 @@
+"""
+Test suite for token refresh authentication flows.
+
+This module tests the token refresh mechanism including:
+- Access token refresh using refresh token
+- Cookie-based token extraction and renewal
+- Token expiration and validation
+- Error handling for invalid tokens
+"""
+
+from unittest.mock import MagicMock, patch
+
+import pytest
+from flask import Flask
+from flask_restx import Api
+
+from controllers.console.auth.login import RefreshTokenApi
+
+
+class TestRefreshTokenApi:
+ """Test cases for the RefreshTokenApi endpoint."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ return app
+
+ @pytest.fixture
+ def api(self, app):
+ """Create Flask-RESTX API instance."""
+ return Api(app)
+
+ @pytest.fixture
+ def client(self, app, api):
+ """Create test client."""
+ api.add_resource(RefreshTokenApi, "/refresh-token")
+ return app.test_client()
+
+ @pytest.fixture
+ def mock_token_pair(self):
+ """Create mock token pair object."""
+ token_pair = MagicMock()
+ token_pair.access_token = "new_access_token"
+ token_pair.refresh_token = "new_refresh_token"
+ token_pair.csrf_token = "new_csrf_token"
+ return token_pair
+
+ @patch("controllers.console.auth.login.extract_refresh_token")
+ @patch("controllers.console.auth.login.AccountService.refresh_token")
+ def test_successful_token_refresh(self, mock_refresh_token, mock_extract_token, app, mock_token_pair):
+ """
+ Test successful token refresh flow.
+
+ Verifies that:
+ - Refresh token is extracted from cookies
+ - New token pair is generated
+ - New tokens are set in response cookies
+ - Success response is returned
+ """
+ # Arrange
+ mock_extract_token.return_value = "valid_refresh_token"
+ mock_refresh_token.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context("/refresh-token", method="POST"):
+ refresh_api = RefreshTokenApi()
+ response = refresh_api.post()
+
+ # Assert
+ mock_extract_token.assert_called_once()
+ mock_refresh_token.assert_called_once_with("valid_refresh_token")
+ assert response.json["result"] == "success"
+
+ @patch("controllers.console.auth.login.extract_refresh_token")
+ def test_refresh_fails_without_token(self, mock_extract_token, app):
+ """
+ Test token refresh failure when no refresh token provided.
+
+ Verifies that:
+ - Error is returned when refresh token is missing
+ - 401 status code is returned
+ - Appropriate error message is provided
+ """
+ # Arrange
+ mock_extract_token.return_value = None
+
+ # Act
+ with app.test_request_context("/refresh-token", method="POST"):
+ refresh_api = RefreshTokenApi()
+ response, status_code = refresh_api.post()
+
+ # Assert
+ assert status_code == 401
+ assert response["result"] == "fail"
+ assert "No refresh token provided" in response["message"]
+
+ @patch("controllers.console.auth.login.extract_refresh_token")
+ @patch("controllers.console.auth.login.AccountService.refresh_token")
+ def test_refresh_fails_with_invalid_token(self, mock_refresh_token, mock_extract_token, app):
+ """
+ Test token refresh failure with invalid refresh token.
+
+ Verifies that:
+ - Exception is caught when token is invalid
+ - 401 status code is returned
+ - Error message is included in response
+ """
+ # Arrange
+ mock_extract_token.return_value = "invalid_refresh_token"
+ mock_refresh_token.side_effect = Exception("Invalid refresh token")
+
+ # Act
+ with app.test_request_context("/refresh-token", method="POST"):
+ refresh_api = RefreshTokenApi()
+ response, status_code = refresh_api.post()
+
+ # Assert
+ assert status_code == 401
+ assert response["result"] == "fail"
+ assert "Invalid refresh token" in response["message"]
+
+ @patch("controllers.console.auth.login.extract_refresh_token")
+ @patch("controllers.console.auth.login.AccountService.refresh_token")
+ def test_refresh_fails_with_expired_token(self, mock_refresh_token, mock_extract_token, app):
+ """
+ Test token refresh failure with expired refresh token.
+
+ Verifies that:
+ - Expired tokens are rejected
+ - 401 status code is returned
+ - Appropriate error handling
+ """
+ # Arrange
+ mock_extract_token.return_value = "expired_refresh_token"
+ mock_refresh_token.side_effect = Exception("Refresh token expired")
+
+ # Act
+ with app.test_request_context("/refresh-token", method="POST"):
+ refresh_api = RefreshTokenApi()
+ response, status_code = refresh_api.post()
+
+ # Assert
+ assert status_code == 401
+ assert response["result"] == "fail"
+ assert "expired" in response["message"].lower()
+
+ @patch("controllers.console.auth.login.extract_refresh_token")
+ @patch("controllers.console.auth.login.AccountService.refresh_token")
+ def test_refresh_with_empty_token(self, mock_refresh_token, mock_extract_token, app):
+ """
+ Test token refresh with empty string token.
+
+ Verifies that:
+ - Empty string is treated as no token
+ - 401 status code is returned
+ """
+ # Arrange
+ mock_extract_token.return_value = ""
+
+ # Act
+ with app.test_request_context("/refresh-token", method="POST"):
+ refresh_api = RefreshTokenApi()
+ response, status_code = refresh_api.post()
+
+ # Assert
+ assert status_code == 401
+ assert response["result"] == "fail"
+
+ @patch("controllers.console.auth.login.extract_refresh_token")
+ @patch("controllers.console.auth.login.AccountService.refresh_token")
+ def test_refresh_updates_all_tokens(self, mock_refresh_token, mock_extract_token, app, mock_token_pair):
+ """
+ Test that token refresh updates all three tokens.
+
+ Verifies that:
+ - Access token is updated
+ - Refresh token is rotated
+ - CSRF token is regenerated
+ """
+ # Arrange
+ mock_extract_token.return_value = "valid_refresh_token"
+ mock_refresh_token.return_value = mock_token_pair
+
+ # Act
+ with app.test_request_context("/refresh-token", method="POST"):
+ refresh_api = RefreshTokenApi()
+ response = refresh_api.post()
+
+ # Assert
+ assert response.json["result"] == "success"
+ # Verify new token pair was generated
+ mock_refresh_token.assert_called_once_with("valid_refresh_token")
+ # In real implementation, cookies would be set with new values
+ assert mock_token_pair.access_token == "new_access_token"
+ assert mock_token_pair.refresh_token == "new_refresh_token"
+ assert mock_token_pair.csrf_token == "new_csrf_token"
diff --git a/api/tests/unit_tests/controllers/console/billing/test_billing.py b/api/tests/unit_tests/controllers/console/billing/test_billing.py
new file mode 100644
index 0000000000..eaa489d56b
--- /dev/null
+++ b/api/tests/unit_tests/controllers/console/billing/test_billing.py
@@ -0,0 +1,253 @@
+import base64
+import json
+from unittest.mock import MagicMock, patch
+
+import pytest
+from flask import Flask
+from werkzeug.exceptions import BadRequest
+
+from controllers.console.billing.billing import PartnerTenants
+from models.account import Account
+
+
+class TestPartnerTenants:
+ """Unit tests for PartnerTenants controller."""
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask app for testing."""
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ app.config["SECRET_KEY"] = "test-secret-key"
+ return app
+
+ @pytest.fixture
+ def mock_account(self):
+ """Create a mock account."""
+ account = MagicMock(spec=Account)
+ account.id = "account-123"
+ account.email = "test@example.com"
+ account.current_tenant_id = "tenant-456"
+ account.is_authenticated = True
+ return account
+
+ @pytest.fixture
+ def mock_billing_service(self):
+ """Mock BillingService."""
+ with patch("controllers.console.billing.billing.BillingService") as mock_service:
+ yield mock_service
+
+ @pytest.fixture
+ def mock_decorators(self):
+ """Mock decorators to avoid database access."""
+ with (
+ patch("controllers.console.wraps.db") as mock_db,
+ patch("controllers.console.wraps.dify_config.EDITION", "CLOUD"),
+ patch("libs.login.dify_config.LOGIN_DISABLED", False),
+ patch("libs.login.check_csrf_token") as mock_csrf,
+ ):
+ mock_db.session.query.return_value.first.return_value = MagicMock() # Mock setup exists
+ mock_csrf.return_value = None
+ yield {"db": mock_db, "csrf": mock_csrf}
+
+ def test_put_success(self, app, mock_account, mock_billing_service, mock_decorators):
+ """Test successful partner tenants bindings sync."""
+ # Arrange
+ partner_key_encoded = base64.b64encode(b"partner-key-123").decode("utf-8")
+ click_id = "click-id-789"
+ expected_response = {"result": "success", "data": {"synced": True}}
+
+ mock_billing_service.sync_partner_tenants_bindings.return_value = expected_response
+
+ with app.test_request_context(
+ method="PUT",
+ json={"click_id": click_id},
+ path=f"/billing/partners/{partner_key_encoded}/tenants",
+ ):
+ with (
+ patch(
+ "controllers.console.billing.billing.current_account_with_tenant",
+ return_value=(mock_account, "tenant-456"),
+ ),
+ patch("libs.login._get_user", return_value=mock_account),
+ ):
+ resource = PartnerTenants()
+ result = resource.put(partner_key_encoded)
+
+ # Assert
+ assert result == expected_response
+ mock_billing_service.sync_partner_tenants_bindings.assert_called_once_with(
+ mock_account.id, "partner-key-123", click_id
+ )
+
+ def test_put_invalid_partner_key_base64(self, app, mock_account, mock_billing_service, mock_decorators):
+ """Test that invalid base64 partner_key raises BadRequest."""
+ # Arrange
+ invalid_partner_key = "invalid-base64-!@#$"
+ click_id = "click-id-789"
+
+ with app.test_request_context(
+ method="PUT",
+ json={"click_id": click_id},
+ path=f"/billing/partners/{invalid_partner_key}/tenants",
+ ):
+ with (
+ patch(
+ "controllers.console.billing.billing.current_account_with_tenant",
+ return_value=(mock_account, "tenant-456"),
+ ),
+ patch("libs.login._get_user", return_value=mock_account),
+ ):
+ resource = PartnerTenants()
+
+ # Act & Assert
+ with pytest.raises(BadRequest) as exc_info:
+ resource.put(invalid_partner_key)
+ assert "Invalid partner_key" in str(exc_info.value)
+
+ def test_put_missing_click_id(self, app, mock_account, mock_billing_service, mock_decorators):
+ """Test that missing click_id raises BadRequest."""
+ # Arrange
+ partner_key_encoded = base64.b64encode(b"partner-key-123").decode("utf-8")
+
+ with app.test_request_context(
+ method="PUT",
+ json={},
+ path=f"/billing/partners/{partner_key_encoded}/tenants",
+ ):
+ with (
+ patch(
+ "controllers.console.billing.billing.current_account_with_tenant",
+ return_value=(mock_account, "tenant-456"),
+ ),
+ patch("libs.login._get_user", return_value=mock_account),
+ ):
+ resource = PartnerTenants()
+
+ # Act & Assert
+ # reqparse will raise BadRequest for missing required field
+ with pytest.raises(BadRequest):
+ resource.put(partner_key_encoded)
+
+ def test_put_billing_service_json_decode_error(self, app, mock_account, mock_billing_service, mock_decorators):
+ """Test handling of billing service JSON decode error.
+
+ When billing service returns non-200 status code with invalid JSON response,
+ response.json() raises JSONDecodeError. This exception propagates to the controller
+ and should be handled by the global error handler (handle_general_exception),
+ which returns a 500 status code with error details.
+
+ Note: In unit tests, when directly calling resource.put(), the exception is raised
+ directly. In actual Flask application, the error handler would catch it and return
+ a 500 response with JSON: {"code": "unknown", "message": "...", "status": 500}
+ """
+ # Arrange
+ partner_key_encoded = base64.b64encode(b"partner-key-123").decode("utf-8")
+ click_id = "click-id-789"
+
+ # Simulate JSON decode error when billing service returns invalid JSON
+ # This happens when billing service returns non-200 with empty/invalid response body
+ json_decode_error = json.JSONDecodeError("Expecting value", "", 0)
+ mock_billing_service.sync_partner_tenants_bindings.side_effect = json_decode_error
+
+ with app.test_request_context(
+ method="PUT",
+ json={"click_id": click_id},
+ path=f"/billing/partners/{partner_key_encoded}/tenants",
+ ):
+ with (
+ patch(
+ "controllers.console.billing.billing.current_account_with_tenant",
+ return_value=(mock_account, "tenant-456"),
+ ),
+ patch("libs.login._get_user", return_value=mock_account),
+ ):
+ resource = PartnerTenants()
+
+ # Act & Assert
+ # JSONDecodeError will be raised from the controller
+ # In actual Flask app, this would be caught by handle_general_exception
+ # which returns: {"code": "unknown", "message": str(e), "status": 500}
+ with pytest.raises(json.JSONDecodeError) as exc_info:
+ resource.put(partner_key_encoded)
+
+ # Verify the exception is JSONDecodeError
+ assert isinstance(exc_info.value, json.JSONDecodeError)
+ assert "Expecting value" in str(exc_info.value)
+
+ def test_put_empty_click_id(self, app, mock_account, mock_billing_service, mock_decorators):
+ """Test that empty click_id raises BadRequest."""
+ # Arrange
+ partner_key_encoded = base64.b64encode(b"partner-key-123").decode("utf-8")
+ click_id = ""
+
+ with app.test_request_context(
+ method="PUT",
+ json={"click_id": click_id},
+ path=f"/billing/partners/{partner_key_encoded}/tenants",
+ ):
+ with (
+ patch(
+ "controllers.console.billing.billing.current_account_with_tenant",
+ return_value=(mock_account, "tenant-456"),
+ ),
+ patch("libs.login._get_user", return_value=mock_account),
+ ):
+ resource = PartnerTenants()
+
+ # Act & Assert
+ with pytest.raises(BadRequest) as exc_info:
+ resource.put(partner_key_encoded)
+ assert "Invalid partner information" in str(exc_info.value)
+
+ def test_put_empty_partner_key_after_decode(self, app, mock_account, mock_billing_service, mock_decorators):
+ """Test that empty partner_key after decode raises BadRequest."""
+ # Arrange
+ # Base64 encode an empty string
+ empty_partner_key_encoded = base64.b64encode(b"").decode("utf-8")
+ click_id = "click-id-789"
+
+ with app.test_request_context(
+ method="PUT",
+ json={"click_id": click_id},
+ path=f"/billing/partners/{empty_partner_key_encoded}/tenants",
+ ):
+ with (
+ patch(
+ "controllers.console.billing.billing.current_account_with_tenant",
+ return_value=(mock_account, "tenant-456"),
+ ),
+ patch("libs.login._get_user", return_value=mock_account),
+ ):
+ resource = PartnerTenants()
+
+ # Act & Assert
+ with pytest.raises(BadRequest) as exc_info:
+ resource.put(empty_partner_key_encoded)
+ assert "Invalid partner information" in str(exc_info.value)
+
+ def test_put_empty_user_id(self, app, mock_account, mock_billing_service, mock_decorators):
+ """Test that empty user id raises BadRequest."""
+ # Arrange
+ partner_key_encoded = base64.b64encode(b"partner-key-123").decode("utf-8")
+ click_id = "click-id-789"
+ mock_account.id = None # Empty user id
+
+ with app.test_request_context(
+ method="PUT",
+ json={"click_id": click_id},
+ path=f"/billing/partners/{partner_key_encoded}/tenants",
+ ):
+ with (
+ patch(
+ "controllers.console.billing.billing.current_account_with_tenant",
+ return_value=(mock_account, "tenant-456"),
+ ),
+ patch("libs.login._get_user", return_value=mock_account),
+ ):
+ resource = PartnerTenants()
+
+ # Act & Assert
+ with pytest.raises(BadRequest) as exc_info:
+ resource.put(partner_key_encoded)
+ assert "Invalid partner information" in str(exc_info.value)
diff --git a/api/tests/unit_tests/core/app/apps/test_base_app_generator.py b/api/tests/unit_tests/core/app/apps/test_base_app_generator.py
index a6bf43ab0c..fdab39f133 100644
--- a/api/tests/unit_tests/core/app/apps/test_base_app_generator.py
+++ b/api/tests/unit_tests/core/app/apps/test_base_app_generator.py
@@ -50,3 +50,218 @@ def test_validate_input_with_none_for_required_variable():
)
assert str(exc_info.value) == "test_var is required in input form"
+
+
+def test_validate_inputs_with_default_value():
+ """Test that default values are used when input is None for optional variables"""
+ base_app_generator = BaseAppGenerator()
+
+ # Test with string default value for TEXT_INPUT
+ var_string = VariableEntity(
+ variable="test_var",
+ label="test_var",
+ type=VariableEntityType.TEXT_INPUT,
+ required=False,
+ default="default_string",
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_string,
+ value=None,
+ )
+
+ assert result == "default_string"
+
+ # Test with string default value for PARAGRAPH
+ var_paragraph = VariableEntity(
+ variable="test_paragraph",
+ label="test_paragraph",
+ type=VariableEntityType.PARAGRAPH,
+ required=False,
+ default="default paragraph text",
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_paragraph,
+ value=None,
+ )
+
+ assert result == "default paragraph text"
+
+ # Test with SELECT default value
+ var_select = VariableEntity(
+ variable="test_select",
+ label="test_select",
+ type=VariableEntityType.SELECT,
+ required=False,
+ default="option1",
+ options=["option1", "option2", "option3"],
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_select,
+ value=None,
+ )
+
+ assert result == "option1"
+
+ # Test with number default value (int)
+ var_number_int = VariableEntity(
+ variable="test_number_int",
+ label="test_number_int",
+ type=VariableEntityType.NUMBER,
+ required=False,
+ default=42,
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_number_int,
+ value=None,
+ )
+
+ assert result == 42
+
+ # Test with number default value (float)
+ var_number_float = VariableEntity(
+ variable="test_number_float",
+ label="test_number_float",
+ type=VariableEntityType.NUMBER,
+ required=False,
+ default=3.14,
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_number_float,
+ value=None,
+ )
+
+ assert result == 3.14
+
+ # Test with number default value as string (frontend sends as string)
+ var_number_string = VariableEntity(
+ variable="test_number_string",
+ label="test_number_string",
+ type=VariableEntityType.NUMBER,
+ required=False,
+ default="123",
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_number_string,
+ value=None,
+ )
+
+ assert result == 123
+ assert isinstance(result, int)
+
+ # Test with float number default value as string
+ var_number_float_string = VariableEntity(
+ variable="test_number_float_string",
+ label="test_number_float_string",
+ type=VariableEntityType.NUMBER,
+ required=False,
+ default="45.67",
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_number_float_string,
+ value=None,
+ )
+
+ assert result == 45.67
+ assert isinstance(result, float)
+
+ # Test with CHECKBOX default value (bool)
+ var_checkbox_true = VariableEntity(
+ variable="test_checkbox_true",
+ label="test_checkbox_true",
+ type=VariableEntityType.CHECKBOX,
+ required=False,
+ default=True,
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_checkbox_true,
+ value=None,
+ )
+
+ assert result is True
+
+ var_checkbox_false = VariableEntity(
+ variable="test_checkbox_false",
+ label="test_checkbox_false",
+ type=VariableEntityType.CHECKBOX,
+ required=False,
+ default=False,
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_checkbox_false,
+ value=None,
+ )
+
+ assert result is False
+
+ # Test with None as explicit default value
+ var_none_default = VariableEntity(
+ variable="test_none",
+ label="test_none",
+ type=VariableEntityType.TEXT_INPUT,
+ required=False,
+ default=None,
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_none_default,
+ value=None,
+ )
+
+ assert result is None
+
+ # Test that actual input value takes precedence over default
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_string,
+ value="actual_value",
+ )
+
+ assert result == "actual_value"
+
+ # Test that actual number input takes precedence over default
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_number_int,
+ value=999,
+ )
+
+ assert result == 999
+
+ # Test with FILE default value (dict format from frontend)
+ var_file = VariableEntity(
+ variable="test_file",
+ label="test_file",
+ type=VariableEntityType.FILE,
+ required=False,
+ default={"id": "file123", "name": "default.pdf"},
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_file,
+ value=None,
+ )
+
+ assert result == {"id": "file123", "name": "default.pdf"}
+
+ # Test with FILE_LIST default value (list of dicts)
+ var_file_list = VariableEntity(
+ variable="test_file_list",
+ label="test_file_list",
+ type=VariableEntityType.FILE_LIST,
+ required=False,
+ default=[{"id": "file1", "name": "doc1.pdf"}, {"id": "file2", "name": "doc2.pdf"}],
+ )
+
+ result = base_app_generator._validate_inputs(
+ variable_entity=var_file_list,
+ value=None,
+ )
+
+ assert result == [{"id": "file1", "name": "doc1.pdf"}, {"id": "file2", "name": "doc2.pdf"}]
diff --git a/api/tests/unit_tests/core/app/layers/test_pause_state_persist_layer.py b/api/tests/unit_tests/core/app/layers/test_pause_state_persist_layer.py
index 807f5e0fa5..534420f21e 100644
--- a/api/tests/unit_tests/core/app/layers/test_pause_state_persist_layer.py
+++ b/api/tests/unit_tests/core/app/layers/test_pause_state_persist_layer.py
@@ -31,7 +31,7 @@ class TestDataFactory:
@staticmethod
def create_graph_run_paused_event(outputs: dict[str, object] | None = None) -> GraphRunPausedEvent:
- return GraphRunPausedEvent(reason=SchedulingPause(message="test pause"), outputs=outputs or {})
+ return GraphRunPausedEvent(reasons=[SchedulingPause(message="test pause")], outputs=outputs or {})
@staticmethod
def create_graph_run_started_event() -> GraphRunStartedEvent:
@@ -255,15 +255,17 @@ class TestPauseStatePersistenceLayer:
layer.on_event(event)
mock_factory.assert_called_once_with(session_factory)
- mock_repo.create_workflow_pause.assert_called_once_with(
- workflow_run_id="run-123",
- state_owner_user_id="owner-123",
- state=mock_repo.create_workflow_pause.call_args.kwargs["state"],
- )
- serialized_state = mock_repo.create_workflow_pause.call_args.kwargs["state"]
+ assert mock_repo.create_workflow_pause.call_count == 1
+ call_kwargs = mock_repo.create_workflow_pause.call_args.kwargs
+ assert call_kwargs["workflow_run_id"] == "run-123"
+ assert call_kwargs["state_owner_user_id"] == "owner-123"
+ serialized_state = call_kwargs["state"]
resumption_context = WorkflowResumptionContext.loads(serialized_state)
assert resumption_context.serialized_graph_runtime_state == expected_state
assert resumption_context.get_generate_entity().model_dump() == generate_entity.model_dump()
+ pause_reasons = call_kwargs["pause_reasons"]
+
+ assert isinstance(pause_reasons, list)
def test_on_event_ignores_non_paused_events(self, monkeypatch: pytest.MonkeyPatch):
session_factory = Mock(name="session_factory")
diff --git a/api/tests/unit_tests/core/mcp/auth/test_auth_flow.py b/api/tests/unit_tests/core/mcp/auth/test_auth_flow.py
index 12a9f11205..60f37b6de0 100644
--- a/api/tests/unit_tests/core/mcp/auth/test_auth_flow.py
+++ b/api/tests/unit_tests/core/mcp/auth/test_auth_flow.py
@@ -23,11 +23,13 @@ from core.mcp.auth.auth_flow import (
)
from core.mcp.entities import AuthActionType, AuthResult
from core.mcp.types import (
+ LATEST_PROTOCOL_VERSION,
OAuthClientInformation,
OAuthClientInformationFull,
OAuthClientMetadata,
OAuthMetadata,
OAuthTokens,
+ ProtectedResourceMetadata,
)
@@ -154,7 +156,7 @@ class TestOAuthDiscovery:
assert auth_url == "https://auth.example.com"
mock_get.assert_called_once_with(
"https://api.example.com/.well-known/oauth-protected-resource",
- headers={"MCP-Protocol-Version": "2025-03-26", "User-Agent": "Dify"},
+ headers={"MCP-Protocol-Version": LATEST_PROTOCOL_VERSION, "User-Agent": "Dify"},
)
@patch("core.helper.ssrf_proxy.get")
@@ -183,59 +185,61 @@ class TestOAuthDiscovery:
assert auth_url == "https://auth.example.com"
mock_get.assert_called_once_with(
"https://api.example.com/.well-known/oauth-protected-resource?query=1#fragment",
- headers={"MCP-Protocol-Version": "2025-03-26", "User-Agent": "Dify"},
+ headers={"MCP-Protocol-Version": LATEST_PROTOCOL_VERSION, "User-Agent": "Dify"},
)
- @patch("core.helper.ssrf_proxy.get")
- def test_discover_oauth_metadata_with_resource_discovery(self, mock_get):
+ def test_discover_oauth_metadata_with_resource_discovery(self):
"""Test OAuth metadata discovery with resource discovery support."""
- with patch("core.mcp.auth.auth_flow.check_support_resource_discovery") as mock_check:
- mock_check.return_value = (True, "https://auth.example.com")
+ with patch("core.mcp.auth.auth_flow.discover_protected_resource_metadata") as mock_prm:
+ with patch("core.mcp.auth.auth_flow.discover_oauth_authorization_server_metadata") as mock_asm:
+ # Mock protected resource metadata with auth server URL
+ mock_prm.return_value = ProtectedResourceMetadata(
+ resource="https://api.example.com",
+ authorization_servers=["https://auth.example.com"],
+ )
- mock_response = Mock()
- mock_response.status_code = 200
- mock_response.is_success = True
- mock_response.json.return_value = {
- "authorization_endpoint": "https://auth.example.com/authorize",
- "token_endpoint": "https://auth.example.com/token",
- "response_types_supported": ["code"],
- }
- mock_get.return_value = mock_response
+ # Mock OAuth authorization server metadata
+ mock_asm.return_value = OAuthMetadata(
+ authorization_endpoint="https://auth.example.com/authorize",
+ token_endpoint="https://auth.example.com/token",
+ response_types_supported=["code"],
+ )
- metadata = discover_oauth_metadata("https://api.example.com")
+ oauth_metadata, prm, scope = discover_oauth_metadata("https://api.example.com")
- assert metadata is not None
- assert metadata.authorization_endpoint == "https://auth.example.com/authorize"
- assert metadata.token_endpoint == "https://auth.example.com/token"
- mock_get.assert_called_once_with(
- "https://auth.example.com/.well-known/oauth-authorization-server",
- headers={"MCP-Protocol-Version": "2025-03-26"},
- )
+ assert oauth_metadata is not None
+ assert oauth_metadata.authorization_endpoint == "https://auth.example.com/authorize"
+ assert oauth_metadata.token_endpoint == "https://auth.example.com/token"
+ assert prm is not None
+ assert prm.authorization_servers == ["https://auth.example.com"]
- @patch("core.helper.ssrf_proxy.get")
- def test_discover_oauth_metadata_without_resource_discovery(self, mock_get):
+ # Verify the discovery functions were called
+ mock_prm.assert_called_once()
+ mock_asm.assert_called_once()
+
+ def test_discover_oauth_metadata_without_resource_discovery(self):
"""Test OAuth metadata discovery without resource discovery."""
- with patch("core.mcp.auth.auth_flow.check_support_resource_discovery") as mock_check:
- mock_check.return_value = (False, "")
+ with patch("core.mcp.auth.auth_flow.discover_protected_resource_metadata") as mock_prm:
+ with patch("core.mcp.auth.auth_flow.discover_oauth_authorization_server_metadata") as mock_asm:
+ # Mock no protected resource metadata
+ mock_prm.return_value = None
- mock_response = Mock()
- mock_response.status_code = 200
- mock_response.is_success = True
- mock_response.json.return_value = {
- "authorization_endpoint": "https://api.example.com/oauth/authorize",
- "token_endpoint": "https://api.example.com/oauth/token",
- "response_types_supported": ["code"],
- }
- mock_get.return_value = mock_response
+ # Mock OAuth authorization server metadata
+ mock_asm.return_value = OAuthMetadata(
+ authorization_endpoint="https://api.example.com/oauth/authorize",
+ token_endpoint="https://api.example.com/oauth/token",
+ response_types_supported=["code"],
+ )
- metadata = discover_oauth_metadata("https://api.example.com")
+ oauth_metadata, prm, scope = discover_oauth_metadata("https://api.example.com")
- assert metadata is not None
- assert metadata.authorization_endpoint == "https://api.example.com/oauth/authorize"
- mock_get.assert_called_once_with(
- "https://api.example.com/.well-known/oauth-authorization-server",
- headers={"MCP-Protocol-Version": "2025-03-26"},
- )
+ assert oauth_metadata is not None
+ assert oauth_metadata.authorization_endpoint == "https://api.example.com/oauth/authorize"
+ assert prm is None
+
+ # Verify the discovery functions were called
+ mock_prm.assert_called_once()
+ mock_asm.assert_called_once()
@patch("core.helper.ssrf_proxy.get")
def test_discover_oauth_metadata_not_found(self, mock_get):
@@ -247,9 +251,9 @@ class TestOAuthDiscovery:
mock_response.status_code = 404
mock_get.return_value = mock_response
- metadata = discover_oauth_metadata("https://api.example.com")
+ oauth_metadata, prm, scope = discover_oauth_metadata("https://api.example.com")
- assert metadata is None
+ assert oauth_metadata is None
class TestAuthorizationFlow:
@@ -342,6 +346,7 @@ class TestAuthorizationFlow:
"""Test successful authorization code exchange."""
mock_response = Mock()
mock_response.is_success = True
+ mock_response.headers = {"content-type": "application/json"}
mock_response.json.return_value = {
"access_token": "new-access-token",
"token_type": "Bearer",
@@ -412,6 +417,7 @@ class TestAuthorizationFlow:
"""Test successful token refresh."""
mock_response = Mock()
mock_response.is_success = True
+ mock_response.headers = {"content-type": "application/json"}
mock_response.json.return_value = {
"access_token": "refreshed-access-token",
"token_type": "Bearer",
@@ -577,11 +583,15 @@ class TestAuthOrchestration:
def test_auth_new_registration(self, mock_start_auth, mock_register, mock_discover, mock_provider, mock_service):
"""Test auth flow for new client registration."""
# Setup
- mock_discover.return_value = OAuthMetadata(
- authorization_endpoint="https://auth.example.com/authorize",
- token_endpoint="https://auth.example.com/token",
- response_types_supported=["code"],
- grant_types_supported=["authorization_code"],
+ mock_discover.return_value = (
+ OAuthMetadata(
+ authorization_endpoint="https://auth.example.com/authorize",
+ token_endpoint="https://auth.example.com/token",
+ response_types_supported=["code"],
+ grant_types_supported=["authorization_code"],
+ ),
+ None,
+ None,
)
mock_register.return_value = OAuthClientInformationFull(
client_id="new-client-id",
@@ -619,11 +629,15 @@ class TestAuthOrchestration:
def test_auth_exchange_code(self, mock_exchange, mock_retrieve_state, mock_discover, mock_provider, mock_service):
"""Test auth flow for exchanging authorization code."""
# Setup metadata discovery
- mock_discover.return_value = OAuthMetadata(
- authorization_endpoint="https://auth.example.com/authorize",
- token_endpoint="https://auth.example.com/token",
- response_types_supported=["code"],
- grant_types_supported=["authorization_code"],
+ mock_discover.return_value = (
+ OAuthMetadata(
+ authorization_endpoint="https://auth.example.com/authorize",
+ token_endpoint="https://auth.example.com/token",
+ response_types_supported=["code"],
+ grant_types_supported=["authorization_code"],
+ ),
+ None,
+ None,
)
# Setup existing client
@@ -662,11 +676,15 @@ class TestAuthOrchestration:
def test_auth_exchange_code_without_state(self, mock_discover, mock_provider, mock_service):
"""Test auth flow fails when exchanging code without state."""
# Setup metadata discovery
- mock_discover.return_value = OAuthMetadata(
- authorization_endpoint="https://auth.example.com/authorize",
- token_endpoint="https://auth.example.com/token",
- response_types_supported=["code"],
- grant_types_supported=["authorization_code"],
+ mock_discover.return_value = (
+ OAuthMetadata(
+ authorization_endpoint="https://auth.example.com/authorize",
+ token_endpoint="https://auth.example.com/token",
+ response_types_supported=["code"],
+ grant_types_supported=["authorization_code"],
+ ),
+ None,
+ None,
)
mock_provider.retrieve_client_information.return_value = OAuthClientInformation(client_id="existing-client")
@@ -698,11 +716,15 @@ class TestAuthOrchestration:
mock_refresh.return_value = new_tokens
with patch("core.mcp.auth.auth_flow.discover_oauth_metadata") as mock_discover:
- mock_discover.return_value = OAuthMetadata(
- authorization_endpoint="https://auth.example.com/authorize",
- token_endpoint="https://auth.example.com/token",
- response_types_supported=["code"],
- grant_types_supported=["authorization_code"],
+ mock_discover.return_value = (
+ OAuthMetadata(
+ authorization_endpoint="https://auth.example.com/authorize",
+ token_endpoint="https://auth.example.com/token",
+ response_types_supported=["code"],
+ grant_types_supported=["authorization_code"],
+ ),
+ None,
+ None,
)
result = auth(mock_provider)
@@ -725,11 +747,15 @@ class TestAuthOrchestration:
def test_auth_registration_fails_with_code(self, mock_discover, mock_provider, mock_service):
"""Test auth fails when no client info exists but code is provided."""
# Setup metadata discovery
- mock_discover.return_value = OAuthMetadata(
- authorization_endpoint="https://auth.example.com/authorize",
- token_endpoint="https://auth.example.com/token",
- response_types_supported=["code"],
- grant_types_supported=["authorization_code"],
+ mock_discover.return_value = (
+ OAuthMetadata(
+ authorization_endpoint="https://auth.example.com/authorize",
+ token_endpoint="https://auth.example.com/token",
+ response_types_supported=["code"],
+ grant_types_supported=["authorization_code"],
+ ),
+ None,
+ None,
)
mock_provider.retrieve_client_information.return_value = None
diff --git a/api/tests/unit_tests/core/mcp/client/test_sse.py b/api/tests/unit_tests/core/mcp/client/test_sse.py
index aadd366762..490a647025 100644
--- a/api/tests/unit_tests/core/mcp/client/test_sse.py
+++ b/api/tests/unit_tests/core/mcp/client/test_sse.py
@@ -139,7 +139,9 @@ def test_sse_client_error_handling():
with patch("core.mcp.client.sse_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
with patch("core.mcp.client.sse_client.ssrf_proxy_sse_connect") as mock_sse_connect:
# Mock 401 HTTP error
- mock_error = httpx.HTTPStatusError("Unauthorized", request=Mock(), response=Mock(status_code=401))
+ mock_response = Mock(status_code=401)
+ mock_response.headers = {"WWW-Authenticate": 'Bearer realm="example"'}
+ mock_error = httpx.HTTPStatusError("Unauthorized", request=Mock(), response=mock_response)
mock_sse_connect.side_effect = mock_error
with pytest.raises(MCPAuthError):
@@ -150,7 +152,9 @@ def test_sse_client_error_handling():
with patch("core.mcp.client.sse_client.create_ssrf_proxy_mcp_http_client") as mock_client_factory:
with patch("core.mcp.client.sse_client.ssrf_proxy_sse_connect") as mock_sse_connect:
# Mock other HTTP error
- mock_error = httpx.HTTPStatusError("Server Error", request=Mock(), response=Mock(status_code=500))
+ mock_response = Mock(status_code=500)
+ mock_response.headers = {}
+ mock_error = httpx.HTTPStatusError("Server Error", request=Mock(), response=mock_response)
mock_sse_connect.side_effect = mock_error
with pytest.raises(MCPConnectionError):
diff --git a/api/tests/unit_tests/core/mcp/test_types.py b/api/tests/unit_tests/core/mcp/test_types.py
index 6d8130bd13..d4fe353f0a 100644
--- a/api/tests/unit_tests/core/mcp/test_types.py
+++ b/api/tests/unit_tests/core/mcp/test_types.py
@@ -58,7 +58,7 @@ class TestConstants:
def test_protocol_versions(self):
"""Test protocol version constants."""
- assert LATEST_PROTOCOL_VERSION == "2025-03-26"
+ assert LATEST_PROTOCOL_VERSION == "2025-06-18"
assert SERVER_LATEST_PROTOCOL_VERSION == "2024-11-05"
def test_error_codes(self):
diff --git a/api/tests/unit_tests/core/test_provider_manager.py b/api/tests/unit_tests/core/test_provider_manager.py
index 0c3887beab..3163d53b87 100644
--- a/api/tests/unit_tests/core/test_provider_manager.py
+++ b/api/tests/unit_tests/core/test_provider_manager.py
@@ -28,20 +28,20 @@ def mock_provider_entity(mocker: MockerFixture):
def test__to_model_settings(mocker: MockerFixture, mock_provider_entity):
# Mocking the inputs
- provider_model_settings = [
- ProviderModelSetting(
- id="id",
- tenant_id="tenant_id",
- provider_name="openai",
- model_name="gpt-4",
- model_type="text-generation",
- enabled=True,
- load_balancing_enabled=True,
- )
- ]
+ ps = ProviderModelSetting(
+ tenant_id="tenant_id",
+ provider_name="openai",
+ model_name="gpt-4",
+ model_type="text-generation",
+ enabled=True,
+ load_balancing_enabled=True,
+ )
+ ps.id = "id"
+
+ provider_model_settings = [ps]
+
load_balancing_model_configs = [
LoadBalancingModelConfig(
- id="id1",
tenant_id="tenant_id",
provider_name="openai",
model_name="gpt-4",
@@ -51,7 +51,6 @@ def test__to_model_settings(mocker: MockerFixture, mock_provider_entity):
enabled=True,
),
LoadBalancingModelConfig(
- id="id2",
tenant_id="tenant_id",
provider_name="openai",
model_name="gpt-4",
@@ -61,6 +60,8 @@ def test__to_model_settings(mocker: MockerFixture, mock_provider_entity):
enabled=True,
),
]
+ load_balancing_model_configs[0].id = "id1"
+ load_balancing_model_configs[1].id = "id2"
mocker.patch(
"core.helper.model_provider_cache.ProviderCredentialsCache.get", return_value={"openai_api_key": "fake_key"}
@@ -88,20 +89,19 @@ def test__to_model_settings(mocker: MockerFixture, mock_provider_entity):
def test__to_model_settings_only_one_lb(mocker: MockerFixture, mock_provider_entity):
# Mocking the inputs
- provider_model_settings = [
- ProviderModelSetting(
- id="id",
- tenant_id="tenant_id",
- provider_name="openai",
- model_name="gpt-4",
- model_type="text-generation",
- enabled=True,
- load_balancing_enabled=True,
- )
- ]
+
+ ps = ProviderModelSetting(
+ tenant_id="tenant_id",
+ provider_name="openai",
+ model_name="gpt-4",
+ model_type="text-generation",
+ enabled=True,
+ load_balancing_enabled=True,
+ )
+ ps.id = "id"
+ provider_model_settings = [ps]
load_balancing_model_configs = [
LoadBalancingModelConfig(
- id="id1",
tenant_id="tenant_id",
provider_name="openai",
model_name="gpt-4",
@@ -111,6 +111,7 @@ def test__to_model_settings_only_one_lb(mocker: MockerFixture, mock_provider_ent
enabled=True,
)
]
+ load_balancing_model_configs[0].id = "id1"
mocker.patch(
"core.helper.model_provider_cache.ProviderCredentialsCache.get", return_value={"openai_api_key": "fake_key"}
@@ -136,20 +137,18 @@ def test__to_model_settings_only_one_lb(mocker: MockerFixture, mock_provider_ent
def test__to_model_settings_lb_disabled(mocker: MockerFixture, mock_provider_entity):
# Mocking the inputs
- provider_model_settings = [
- ProviderModelSetting(
- id="id",
- tenant_id="tenant_id",
- provider_name="openai",
- model_name="gpt-4",
- model_type="text-generation",
- enabled=True,
- load_balancing_enabled=False,
- )
- ]
+ ps = ProviderModelSetting(
+ tenant_id="tenant_id",
+ provider_name="openai",
+ model_name="gpt-4",
+ model_type="text-generation",
+ enabled=True,
+ load_balancing_enabled=False,
+ )
+ ps.id = "id"
+ provider_model_settings = [ps]
load_balancing_model_configs = [
LoadBalancingModelConfig(
- id="id1",
tenant_id="tenant_id",
provider_name="openai",
model_name="gpt-4",
@@ -159,7 +158,6 @@ def test__to_model_settings_lb_disabled(mocker: MockerFixture, mock_provider_ent
enabled=True,
),
LoadBalancingModelConfig(
- id="id2",
tenant_id="tenant_id",
provider_name="openai",
model_name="gpt-4",
@@ -169,6 +167,8 @@ def test__to_model_settings_lb_disabled(mocker: MockerFixture, mock_provider_ent
enabled=True,
),
]
+ load_balancing_model_configs[0].id = "id1"
+ load_balancing_model_configs[1].id = "id2"
mocker.patch(
"core.helper.model_provider_cache.ProviderCredentialsCache.get", return_value={"openai_api_key": "fake_key"}
diff --git a/api/tests/unit_tests/core/variables/test_segment_type_validation.py b/api/tests/unit_tests/core/variables/test_segment_type_validation.py
index e0541280d3..3a0054cd46 100644
--- a/api/tests/unit_tests/core/variables/test_segment_type_validation.py
+++ b/api/tests/unit_tests/core/variables/test_segment_type_validation.py
@@ -12,6 +12,16 @@ import pytest
from core.file.enums import FileTransferMethod, FileType
from core.file.models import File
+from core.variables.segment_group import SegmentGroup
+from core.variables.segments import (
+ ArrayFileSegment,
+ BooleanSegment,
+ FileSegment,
+ IntegerSegment,
+ NoneSegment,
+ ObjectSegment,
+ StringSegment,
+)
from core.variables.types import ArrayValidation, SegmentType
@@ -202,6 +212,45 @@ def get_none_cases() -> list[ValidationTestCase]:
]
+def get_group_cases() -> list[ValidationTestCase]:
+ """Get test cases for valid group values."""
+ test_file = create_test_file()
+ segments = [
+ StringSegment(value="hello"),
+ IntegerSegment(value=42),
+ BooleanSegment(value=True),
+ ObjectSegment(value={"key": "value"}),
+ FileSegment(value=test_file),
+ NoneSegment(value=None),
+ ]
+
+ return [
+ # valid cases
+ ValidationTestCase(
+ SegmentType.GROUP, SegmentGroup(value=segments), True, "Valid SegmentGroup with mixed segments"
+ ),
+ ValidationTestCase(
+ SegmentType.GROUP, [StringSegment(value="test"), IntegerSegment(value=123)], True, "List of Segment objects"
+ ),
+ ValidationTestCase(SegmentType.GROUP, SegmentGroup(value=[]), True, "Empty SegmentGroup"),
+ ValidationTestCase(SegmentType.GROUP, [], True, "Empty list"),
+ # invalid cases
+ ValidationTestCase(SegmentType.GROUP, "not a list", False, "String value"),
+ ValidationTestCase(SegmentType.GROUP, 123, False, "Integer value"),
+ ValidationTestCase(SegmentType.GROUP, True, False, "Boolean value"),
+ ValidationTestCase(SegmentType.GROUP, None, False, "None value"),
+ ValidationTestCase(SegmentType.GROUP, {"key": "value"}, False, "Dict value"),
+ ValidationTestCase(SegmentType.GROUP, test_file, False, "File value"),
+ ValidationTestCase(SegmentType.GROUP, ["string", 123, True], False, "List with non-Segment objects"),
+ ValidationTestCase(
+ SegmentType.GROUP,
+ [StringSegment(value="test"), "not a segment"],
+ False,
+ "Mixed list with some non-Segment objects",
+ ),
+ ]
+
+
def get_array_any_validation_cases() -> list[ArrayValidationTestCase]:
"""Get test cases for ARRAY_ANY validation."""
return [
@@ -477,11 +526,77 @@ class TestSegmentTypeIsValid:
def test_none_validation_valid_cases(self, case):
assert case.segment_type.is_valid(case.value) == case.expected
- def test_unsupported_segment_type_raises_assertion_error(self):
- """Test that unsupported SegmentType values raise AssertionError."""
- # GROUP is not handled in is_valid method
- with pytest.raises(AssertionError, match="this statement should be unreachable"):
- SegmentType.GROUP.is_valid("any value")
+ @pytest.mark.parametrize("case", get_group_cases(), ids=lambda case: case.description)
+ def test_group_validation(self, case):
+ """Test GROUP type validation with various inputs."""
+ assert case.segment_type.is_valid(case.value) == case.expected
+
+ def test_group_validation_edge_cases(self):
+ """Test GROUP validation edge cases."""
+ test_file = create_test_file()
+
+ # Test with nested SegmentGroups
+ inner_group = SegmentGroup(value=[StringSegment(value="inner"), IntegerSegment(value=42)])
+ outer_group = SegmentGroup(value=[StringSegment(value="outer"), inner_group])
+ assert SegmentType.GROUP.is_valid(outer_group) is True
+
+ # Test with ArrayFileSegment (which is also a Segment)
+ file_segment = FileSegment(value=test_file)
+ array_file_segment = ArrayFileSegment(value=[test_file, test_file])
+ group_with_arrays = SegmentGroup(value=[file_segment, array_file_segment, StringSegment(value="test")])
+ assert SegmentType.GROUP.is_valid(group_with_arrays) is True
+
+ # Test performance with large number of segments
+ large_segment_list = [StringSegment(value=f"item_{i}") for i in range(1000)]
+ large_group = SegmentGroup(value=large_segment_list)
+ assert SegmentType.GROUP.is_valid(large_group) is True
+
+ def test_no_truly_unsupported_segment_types_exist(self):
+ """Test that all SegmentType enum values are properly handled in is_valid method.
+
+ This test ensures there are no SegmentType values that would raise AssertionError.
+ If this test fails, it means a new SegmentType was added without proper validation support.
+ """
+ # Test that ALL segment types are handled and don't raise AssertionError
+ all_segment_types = set(SegmentType)
+
+ for segment_type in all_segment_types:
+ # Create a valid test value for each type
+ test_value: Any = None
+ if segment_type == SegmentType.STRING:
+ test_value = "test"
+ elif segment_type in {SegmentType.NUMBER, SegmentType.INTEGER}:
+ test_value = 42
+ elif segment_type == SegmentType.FLOAT:
+ test_value = 3.14
+ elif segment_type == SegmentType.BOOLEAN:
+ test_value = True
+ elif segment_type == SegmentType.OBJECT:
+ test_value = {"key": "value"}
+ elif segment_type == SegmentType.SECRET:
+ test_value = "secret"
+ elif segment_type == SegmentType.FILE:
+ test_value = create_test_file()
+ elif segment_type == SegmentType.NONE:
+ test_value = None
+ elif segment_type == SegmentType.GROUP:
+ test_value = SegmentGroup(value=[StringSegment(value="test")])
+ elif segment_type.is_array_type():
+ test_value = [] # Empty array is valid for all array types
+ else:
+ # If we get here, there's a segment type we don't know how to test
+ # This should prompt us to add validation logic
+ pytest.fail(f"Unknown segment type {segment_type} needs validation logic and test case")
+
+ # This should NOT raise AssertionError
+ try:
+ result = segment_type.is_valid(test_value)
+ assert isinstance(result, bool), f"is_valid should return boolean for {segment_type}"
+ except AssertionError as e:
+ pytest.fail(
+ f"SegmentType.{segment_type.name}.is_valid() raised AssertionError: {e}. "
+ "This segment type needs to be handled in the is_valid method."
+ )
class TestSegmentTypeArrayValidation:
@@ -611,6 +726,7 @@ class TestSegmentTypeValidationIntegration:
SegmentType.SECRET,
SegmentType.FILE,
SegmentType.NONE,
+ SegmentType.GROUP,
]
for segment_type in non_array_types:
@@ -630,6 +746,8 @@ class TestSegmentTypeValidationIntegration:
valid_value = create_test_file()
elif segment_type == SegmentType.NONE:
valid_value = None
+ elif segment_type == SegmentType.GROUP:
+ valid_value = SegmentGroup(value=[StringSegment(value="test")])
else:
continue # Skip unsupported types
@@ -656,6 +774,7 @@ class TestSegmentTypeValidationIntegration:
SegmentType.SECRET,
SegmentType.FILE,
SegmentType.NONE,
+ SegmentType.GROUP,
# Array types
SegmentType.ARRAY_ANY,
SegmentType.ARRAY_STRING,
@@ -667,7 +786,6 @@ class TestSegmentTypeValidationIntegration:
# Types that are not handled by is_valid (should raise AssertionError)
unhandled_types = {
- SegmentType.GROUP,
SegmentType.INTEGER, # Handled by NUMBER validation logic
SegmentType.FLOAT, # Handled by NUMBER validation logic
}
@@ -696,6 +814,8 @@ class TestSegmentTypeValidationIntegration:
assert segment_type.is_valid(create_test_file()) is True
elif segment_type == SegmentType.NONE:
assert segment_type.is_valid(None) is True
+ elif segment_type == SegmentType.GROUP:
+ assert segment_type.is_valid(SegmentGroup(value=[StringSegment(value="test")])) is True
def test_boolean_vs_integer_type_distinction(self):
"""Test the important distinction between boolean and integer types in validation."""
diff --git a/api/tests/unit_tests/core/workflow/entities/test_private_workflow_pause.py b/api/tests/unit_tests/core/workflow/entities/test_private_workflow_pause.py
index ccb2dff85a..be165bf1c1 100644
--- a/api/tests/unit_tests/core/workflow/entities/test_private_workflow_pause.py
+++ b/api/tests/unit_tests/core/workflow/entities/test_private_workflow_pause.py
@@ -19,38 +19,18 @@ class TestPrivateWorkflowPauseEntity:
mock_pause_model.resumed_at = None
# Create entity
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
# Verify initialization
assert entity._pause_model is mock_pause_model
assert entity._cached_state is None
- def test_from_models_classmethod(self):
- """Test from_models class method."""
- # Create mock models
- mock_pause_model = MagicMock(spec=WorkflowPauseModel)
- mock_pause_model.id = "pause-123"
- mock_pause_model.workflow_run_id = "execution-456"
-
- # Create entity using from_models
- entity = _PrivateWorkflowPauseEntity.from_models(
- workflow_pause_model=mock_pause_model,
- )
-
- # Verify entity creation
- assert isinstance(entity, _PrivateWorkflowPauseEntity)
- assert entity._pause_model is mock_pause_model
-
def test_id_property(self):
"""Test id property returns pause model ID."""
mock_pause_model = MagicMock(spec=WorkflowPauseModel)
mock_pause_model.id = "pause-123"
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
assert entity.id == "pause-123"
@@ -59,9 +39,7 @@ class TestPrivateWorkflowPauseEntity:
mock_pause_model = MagicMock(spec=WorkflowPauseModel)
mock_pause_model.workflow_run_id = "execution-456"
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
assert entity.workflow_execution_id == "execution-456"
@@ -72,9 +50,7 @@ class TestPrivateWorkflowPauseEntity:
mock_pause_model = MagicMock(spec=WorkflowPauseModel)
mock_pause_model.resumed_at = resumed_at
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
assert entity.resumed_at == resumed_at
@@ -83,9 +59,7 @@ class TestPrivateWorkflowPauseEntity:
mock_pause_model = MagicMock(spec=WorkflowPauseModel)
mock_pause_model.resumed_at = None
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
assert entity.resumed_at is None
@@ -98,9 +72,7 @@ class TestPrivateWorkflowPauseEntity:
mock_pause_model = MagicMock(spec=WorkflowPauseModel)
mock_pause_model.state_object_key = "test-state-key"
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
# First call should load from storage
result = entity.get_state()
@@ -118,9 +90,7 @@ class TestPrivateWorkflowPauseEntity:
mock_pause_model = MagicMock(spec=WorkflowPauseModel)
mock_pause_model.state_object_key = "test-state-key"
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
# First call
result1 = entity.get_state()
@@ -139,9 +109,7 @@ class TestPrivateWorkflowPauseEntity:
mock_pause_model = MagicMock(spec=WorkflowPauseModel)
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
# Pre-cache data
entity._cached_state = state_data
@@ -162,9 +130,7 @@ class TestPrivateWorkflowPauseEntity:
mock_pause_model = MagicMock(spec=WorkflowPauseModel)
- entity = _PrivateWorkflowPauseEntity(
- pause_model=mock_pause_model,
- )
+ entity = _PrivateWorkflowPauseEntity(pause_model=mock_pause_model, reason_models=[], human_input_form=[])
result = entity.get_state()
diff --git a/api/tests/unit_tests/core/workflow/graph/test_graph_validation.py b/api/tests/unit_tests/core/workflow/graph/test_graph_validation.py
index c55c40c5b4..0f62a11684 100644
--- a/api/tests/unit_tests/core/workflow/graph/test_graph_validation.py
+++ b/api/tests/unit_tests/core/workflow/graph/test_graph_validation.py
@@ -8,12 +8,13 @@ from typing import Any
import pytest
from core.app.entities.app_invoke_entities import InvokeFrom
-from core.workflow.entities import GraphInitParams, GraphRuntimeState, VariablePool
+from core.workflow.entities import GraphInitParams
from core.workflow.enums import ErrorStrategy, NodeExecutionType, NodeType
from core.workflow.graph import Graph
from core.workflow.graph.validation import GraphValidationError
from core.workflow.nodes.base.entities import BaseNodeData, RetryConfig
from core.workflow.nodes.base.node import Node
+from core.workflow.runtime import GraphRuntimeState, VariablePool
from core.workflow.system_variable import SystemVariable
from models.enums import UserFrom
diff --git a/api/tests/unit_tests/core/workflow/graph_engine/event_management/test_event_handlers.py b/api/tests/unit_tests/core/workflow/graph_engine/event_management/test_event_handlers.py
index 2b8f04979d..5d17b7a243 100644
--- a/api/tests/unit_tests/core/workflow/graph_engine/event_management/test_event_handlers.py
+++ b/api/tests/unit_tests/core/workflow/graph_engine/event_management/test_event_handlers.py
@@ -2,8 +2,6 @@
from __future__ import annotations
-from datetime import datetime
-
from core.workflow.enums import NodeExecutionType, NodeState, NodeType, WorkflowNodeExecutionStatus
from core.workflow.graph import Graph
from core.workflow.graph_engine.domain.graph_execution import GraphExecution
@@ -16,6 +14,7 @@ from core.workflow.graph_events import NodeRunRetryEvent, NodeRunStartedEvent
from core.workflow.node_events import NodeRunResult
from core.workflow.nodes.base.entities import RetryConfig
from core.workflow.runtime import GraphRuntimeState, VariablePool
+from libs.datetime_utils import naive_utc_now
class _StubEdgeProcessor:
@@ -75,7 +74,7 @@ def test_retry_does_not_emit_additional_start_event() -> None:
execution_id = "exec-1"
node_type = NodeType.CODE
- start_time = datetime.utcnow()
+ start_time = naive_utc_now()
start_event = NodeRunStartedEvent(
id=execution_id,
diff --git a/api/tests/unit_tests/core/workflow/graph_engine/orchestration/test_dispatcher.py b/api/tests/unit_tests/core/workflow/graph_engine/orchestration/test_dispatcher.py
index e6d4508fdf..c1fc4acd73 100644
--- a/api/tests/unit_tests/core/workflow/graph_engine/orchestration/test_dispatcher.py
+++ b/api/tests/unit_tests/core/workflow/graph_engine/orchestration/test_dispatcher.py
@@ -3,7 +3,6 @@
from __future__ import annotations
import queue
-from datetime import datetime
from unittest import mock
from core.workflow.entities.pause_reason import SchedulingPause
@@ -18,6 +17,7 @@ from core.workflow.graph_events import (
NodeRunSucceededEvent,
)
from core.workflow.node_events import NodeRunResult
+from libs.datetime_utils import naive_utc_now
def test_dispatcher_should_consume_remains_events_after_pause():
@@ -109,7 +109,7 @@ def _make_started_event() -> NodeRunStartedEvent:
node_id="node-1",
node_type=NodeType.CODE,
node_title="Test Node",
- start_at=datetime.utcnow(),
+ start_at=naive_utc_now(),
)
@@ -119,7 +119,7 @@ def _make_succeeded_event() -> NodeRunSucceededEvent:
node_id="node-1",
node_type=NodeType.CODE,
node_title="Test Node",
- start_at=datetime.utcnow(),
+ start_at=naive_utc_now(),
node_run_result=NodeRunResult(status=WorkflowNodeExecutionStatus.SUCCEEDED),
)
@@ -153,7 +153,7 @@ def test_dispatcher_drain_event_queue():
node_id="node-1",
node_type=NodeType.CODE,
node_title="Code",
- start_at=datetime.utcnow(),
+ start_at=naive_utc_now(),
),
NodeRunPauseRequestedEvent(
id="pause-event",
@@ -165,7 +165,7 @@ def test_dispatcher_drain_event_queue():
id="success-event",
node_id="node-1",
node_type=NodeType.CODE,
- start_at=datetime.utcnow(),
+ start_at=naive_utc_now(),
node_run_result=NodeRunResult(status=WorkflowNodeExecutionStatus.SUCCEEDED),
),
]
diff --git a/api/tests/unit_tests/core/workflow/graph_engine/test_command_system.py b/api/tests/unit_tests/core/workflow/graph_engine/test_command_system.py
index 868edf9832..5d958803bc 100644
--- a/api/tests/unit_tests/core/workflow/graph_engine/test_command_system.py
+++ b/api/tests/unit_tests/core/workflow/graph_engine/test_command_system.py
@@ -178,8 +178,7 @@ def test_pause_command():
assert any(isinstance(e, GraphRunStartedEvent) for e in events)
pause_events = [e for e in events if isinstance(e, GraphRunPausedEvent)]
assert len(pause_events) == 1
- assert pause_events[0].reason == SchedulingPause(message="User requested pause")
+ assert pause_events[0].reasons == [SchedulingPause(message="User requested pause")]
graph_execution = engine.graph_runtime_state.graph_execution
- assert graph_execution.paused
- assert graph_execution.pause_reason == SchedulingPause(message="User requested pause")
+ assert graph_execution.pause_reasons == [SchedulingPause(message="User requested pause")]
diff --git a/api/tests/unit_tests/core/workflow/nodes/code/__init__.py b/api/tests/unit_tests/core/workflow/nodes/code/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/api/tests/unit_tests/core/workflow/nodes/code/code_node_spec.py b/api/tests/unit_tests/core/workflow/nodes/code/code_node_spec.py
new file mode 100644
index 0000000000..f62c714820
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/code/code_node_spec.py
@@ -0,0 +1,488 @@
+from core.helper.code_executor.code_executor import CodeLanguage
+from core.variables.types import SegmentType
+from core.workflow.nodes.code.code_node import CodeNode
+from core.workflow.nodes.code.entities import CodeNodeData
+from core.workflow.nodes.code.exc import (
+ CodeNodeError,
+ DepthLimitError,
+ OutputValidationError,
+)
+
+
+class TestCodeNodeExceptions:
+ """Test suite for code node exceptions."""
+
+ def test_code_node_error_is_value_error(self):
+ """Test CodeNodeError inherits from ValueError."""
+ error = CodeNodeError("test error")
+
+ assert isinstance(error, ValueError)
+ assert str(error) == "test error"
+
+ def test_output_validation_error_is_code_node_error(self):
+ """Test OutputValidationError inherits from CodeNodeError."""
+ error = OutputValidationError("validation failed")
+
+ assert isinstance(error, CodeNodeError)
+ assert isinstance(error, ValueError)
+ assert str(error) == "validation failed"
+
+ def test_depth_limit_error_is_code_node_error(self):
+ """Test DepthLimitError inherits from CodeNodeError."""
+ error = DepthLimitError("depth exceeded")
+
+ assert isinstance(error, CodeNodeError)
+ assert isinstance(error, ValueError)
+ assert str(error) == "depth exceeded"
+
+ def test_code_node_error_with_empty_message(self):
+ """Test CodeNodeError with empty message."""
+ error = CodeNodeError("")
+
+ assert str(error) == ""
+
+ def test_output_validation_error_with_field_info(self):
+ """Test OutputValidationError with field information."""
+ error = OutputValidationError("Output 'result' is not a valid type")
+
+ assert "result" in str(error)
+ assert "not a valid type" in str(error)
+
+ def test_depth_limit_error_with_limit_info(self):
+ """Test DepthLimitError with limit information."""
+ error = DepthLimitError("Depth limit 5 reached, object too deep")
+
+ assert "5" in str(error)
+ assert "too deep" in str(error)
+
+
+class TestCodeNodeClassMethods:
+ """Test suite for CodeNode class methods."""
+
+ def test_code_node_version(self):
+ """Test CodeNode version method."""
+ version = CodeNode.version()
+
+ assert version == "1"
+
+ def test_get_default_config_python3(self):
+ """Test get_default_config for Python3."""
+ config = CodeNode.get_default_config(filters={"code_language": CodeLanguage.PYTHON3})
+
+ assert config is not None
+ assert isinstance(config, dict)
+
+ def test_get_default_config_javascript(self):
+ """Test get_default_config for JavaScript."""
+ config = CodeNode.get_default_config(filters={"code_language": CodeLanguage.JAVASCRIPT})
+
+ assert config is not None
+ assert isinstance(config, dict)
+
+ def test_get_default_config_no_filters(self):
+ """Test get_default_config with no filters defaults to Python3."""
+ config = CodeNode.get_default_config()
+
+ assert config is not None
+ assert isinstance(config, dict)
+
+ def test_get_default_config_empty_filters(self):
+ """Test get_default_config with empty filters."""
+ config = CodeNode.get_default_config(filters={})
+
+ assert config is not None
+
+
+class TestCodeNodeCheckMethods:
+ """Test suite for CodeNode check methods."""
+
+ def test_check_string_none_value(self):
+ """Test _check_string with None value."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_string(None, "test_var")
+
+ assert result is None
+
+ def test_check_string_removes_null_bytes(self):
+ """Test _check_string removes null bytes."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_string("hello\x00world", "test_var")
+
+ assert result == "helloworld"
+ assert "\x00" not in result
+
+ def test_check_string_valid_string(self):
+ """Test _check_string with valid string."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_string("valid string", "test_var")
+
+ assert result == "valid string"
+
+ def test_check_string_empty_string(self):
+ """Test _check_string with empty string."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_string("", "test_var")
+
+ assert result == ""
+
+ def test_check_string_with_unicode(self):
+ """Test _check_string with unicode characters."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_string("你好世界🌍", "test_var")
+
+ assert result == "你好世界🌍"
+
+ def test_check_boolean_none_value(self):
+ """Test _check_boolean with None value."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_boolean(None, "test_var")
+
+ assert result is None
+
+ def test_check_boolean_true_value(self):
+ """Test _check_boolean with True value."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_boolean(True, "test_var")
+
+ assert result is True
+
+ def test_check_boolean_false_value(self):
+ """Test _check_boolean with False value."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_boolean(False, "test_var")
+
+ assert result is False
+
+ def test_check_number_none_value(self):
+ """Test _check_number with None value."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_number(None, "test_var")
+
+ assert result is None
+
+ def test_check_number_integer_value(self):
+ """Test _check_number with integer value."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_number(42, "test_var")
+
+ assert result == 42
+
+ def test_check_number_float_value(self):
+ """Test _check_number with float value."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_number(3.14, "test_var")
+
+ assert result == 3.14
+
+ def test_check_number_zero(self):
+ """Test _check_number with zero."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_number(0, "test_var")
+
+ assert result == 0
+
+ def test_check_number_negative(self):
+ """Test _check_number with negative number."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_number(-100, "test_var")
+
+ assert result == -100
+
+ def test_check_number_negative_float(self):
+ """Test _check_number with negative float."""
+ node = CodeNode.__new__(CodeNode)
+ result = node._check_number(-3.14159, "test_var")
+
+ assert result == -3.14159
+
+
+class TestCodeNodeConvertBooleanToInt:
+ """Test suite for _convert_boolean_to_int static method."""
+
+ def test_convert_none_returns_none(self):
+ """Test converting None returns None."""
+ result = CodeNode._convert_boolean_to_int(None)
+
+ assert result is None
+
+ def test_convert_true_returns_one(self):
+ """Test converting True returns 1."""
+ result = CodeNode._convert_boolean_to_int(True)
+
+ assert result == 1
+ assert isinstance(result, int)
+
+ def test_convert_false_returns_zero(self):
+ """Test converting False returns 0."""
+ result = CodeNode._convert_boolean_to_int(False)
+
+ assert result == 0
+ assert isinstance(result, int)
+
+ def test_convert_integer_returns_same(self):
+ """Test converting integer returns same value."""
+ result = CodeNode._convert_boolean_to_int(42)
+
+ assert result == 42
+
+ def test_convert_float_returns_same(self):
+ """Test converting float returns same value."""
+ result = CodeNode._convert_boolean_to_int(3.14)
+
+ assert result == 3.14
+
+ def test_convert_zero_returns_zero(self):
+ """Test converting zero returns zero."""
+ result = CodeNode._convert_boolean_to_int(0)
+
+ assert result == 0
+
+ def test_convert_negative_returns_same(self):
+ """Test converting negative number returns same value."""
+ result = CodeNode._convert_boolean_to_int(-100)
+
+ assert result == -100
+
+
+class TestCodeNodeExtractVariableSelector:
+ """Test suite for _extract_variable_selector_to_variable_mapping."""
+
+ def test_extract_empty_variables(self):
+ """Test extraction with no variables."""
+ node_data = {
+ "title": "Test",
+ "variables": [],
+ "code_language": "python3",
+ "code": "def main(): return {}",
+ "outputs": {},
+ }
+
+ result = CodeNode._extract_variable_selector_to_variable_mapping(
+ graph_config={},
+ node_id="node_1",
+ node_data=node_data,
+ )
+
+ assert result == {}
+
+ def test_extract_single_variable(self):
+ """Test extraction with single variable."""
+ node_data = {
+ "title": "Test",
+ "variables": [
+ {"variable": "input_text", "value_selector": ["start", "text"]},
+ ],
+ "code_language": "python3",
+ "code": "def main(): return {}",
+ "outputs": {},
+ }
+
+ result = CodeNode._extract_variable_selector_to_variable_mapping(
+ graph_config={},
+ node_id="node_1",
+ node_data=node_data,
+ )
+
+ assert "node_1.input_text" in result
+ assert result["node_1.input_text"] == ["start", "text"]
+
+ def test_extract_multiple_variables(self):
+ """Test extraction with multiple variables."""
+ node_data = {
+ "title": "Test",
+ "variables": [
+ {"variable": "var1", "value_selector": ["node_a", "output1"]},
+ {"variable": "var2", "value_selector": ["node_b", "output2"]},
+ {"variable": "var3", "value_selector": ["node_c", "output3"]},
+ ],
+ "code_language": "python3",
+ "code": "def main(): return {}",
+ "outputs": {},
+ }
+
+ result = CodeNode._extract_variable_selector_to_variable_mapping(
+ graph_config={},
+ node_id="code_node",
+ node_data=node_data,
+ )
+
+ assert len(result) == 3
+ assert "code_node.var1" in result
+ assert "code_node.var2" in result
+ assert "code_node.var3" in result
+
+ def test_extract_with_nested_selector(self):
+ """Test extraction with nested value selector."""
+ node_data = {
+ "title": "Test",
+ "variables": [
+ {"variable": "deep_var", "value_selector": ["node", "obj", "nested", "value"]},
+ ],
+ "code_language": "python3",
+ "code": "def main(): return {}",
+ "outputs": {},
+ }
+
+ result = CodeNode._extract_variable_selector_to_variable_mapping(
+ graph_config={},
+ node_id="node_x",
+ node_data=node_data,
+ )
+
+ assert result["node_x.deep_var"] == ["node", "obj", "nested", "value"]
+
+
+class TestCodeNodeDataValidation:
+ """Test suite for CodeNodeData validation scenarios."""
+
+ def test_valid_python3_code_node_data(self):
+ """Test valid Python3 CodeNodeData."""
+ data = CodeNodeData(
+ title="Python Code",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {'result': 1}",
+ outputs={"result": CodeNodeData.Output(type=SegmentType.NUMBER)},
+ )
+
+ assert data.code_language == CodeLanguage.PYTHON3
+
+ def test_valid_javascript_code_node_data(self):
+ """Test valid JavaScript CodeNodeData."""
+ data = CodeNodeData(
+ title="JS Code",
+ variables=[],
+ code_language=CodeLanguage.JAVASCRIPT,
+ code="function main() { return { result: 1 }; }",
+ outputs={"result": CodeNodeData.Output(type=SegmentType.NUMBER)},
+ )
+
+ assert data.code_language == CodeLanguage.JAVASCRIPT
+
+ def test_code_node_data_with_all_output_types(self):
+ """Test CodeNodeData with all valid output types."""
+ data = CodeNodeData(
+ title="All Types",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {}",
+ outputs={
+ "str_out": CodeNodeData.Output(type=SegmentType.STRING),
+ "num_out": CodeNodeData.Output(type=SegmentType.NUMBER),
+ "bool_out": CodeNodeData.Output(type=SegmentType.BOOLEAN),
+ "obj_out": CodeNodeData.Output(type=SegmentType.OBJECT),
+ "arr_str": CodeNodeData.Output(type=SegmentType.ARRAY_STRING),
+ "arr_num": CodeNodeData.Output(type=SegmentType.ARRAY_NUMBER),
+ "arr_bool": CodeNodeData.Output(type=SegmentType.ARRAY_BOOLEAN),
+ "arr_obj": CodeNodeData.Output(type=SegmentType.ARRAY_OBJECT),
+ },
+ )
+
+ assert len(data.outputs) == 8
+
+ def test_code_node_data_complex_nested_output(self):
+ """Test CodeNodeData with complex nested output structure."""
+ data = CodeNodeData(
+ title="Complex Output",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {}",
+ outputs={
+ "response": CodeNodeData.Output(
+ type=SegmentType.OBJECT,
+ children={
+ "data": CodeNodeData.Output(
+ type=SegmentType.OBJECT,
+ children={
+ "items": CodeNodeData.Output(type=SegmentType.ARRAY_STRING),
+ "count": CodeNodeData.Output(type=SegmentType.NUMBER),
+ },
+ ),
+ "status": CodeNodeData.Output(type=SegmentType.STRING),
+ "success": CodeNodeData.Output(type=SegmentType.BOOLEAN),
+ },
+ ),
+ },
+ )
+
+ assert data.outputs["response"].type == SegmentType.OBJECT
+ assert data.outputs["response"].children is not None
+ assert "data" in data.outputs["response"].children
+ assert data.outputs["response"].children["data"].children is not None
+
+
+class TestCodeNodeInitialization:
+ """Test suite for CodeNode initialization methods."""
+
+ def test_init_node_data_python3(self):
+ """Test init_node_data with Python3 configuration."""
+ node = CodeNode.__new__(CodeNode)
+ data = {
+ "title": "Test Node",
+ "variables": [],
+ "code_language": "python3",
+ "code": "def main(): return {'x': 1}",
+ "outputs": {"x": {"type": "number"}},
+ }
+
+ node.init_node_data(data)
+
+ assert node._node_data.title == "Test Node"
+ assert node._node_data.code_language == CodeLanguage.PYTHON3
+
+ def test_init_node_data_javascript(self):
+ """Test init_node_data with JavaScript configuration."""
+ node = CodeNode.__new__(CodeNode)
+ data = {
+ "title": "JS Node",
+ "variables": [],
+ "code_language": "javascript",
+ "code": "function main() { return { x: 1 }; }",
+ "outputs": {"x": {"type": "number"}},
+ }
+
+ node.init_node_data(data)
+
+ assert node._node_data.code_language == CodeLanguage.JAVASCRIPT
+
+ def test_get_title(self):
+ """Test _get_title method."""
+ node = CodeNode.__new__(CodeNode)
+ node._node_data = CodeNodeData(
+ title="My Code Node",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="",
+ outputs={},
+ )
+
+ assert node._get_title() == "My Code Node"
+
+ def test_get_description_none(self):
+ """Test _get_description returns None when not set."""
+ node = CodeNode.__new__(CodeNode)
+ node._node_data = CodeNodeData(
+ title="Test",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="",
+ outputs={},
+ )
+
+ assert node._get_description() is None
+
+ def test_get_base_node_data(self):
+ """Test get_base_node_data returns node data."""
+ node = CodeNode.__new__(CodeNode)
+ node._node_data = CodeNodeData(
+ title="Base Test",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="",
+ outputs={},
+ )
+
+ result = node.get_base_node_data()
+
+ assert result == node._node_data
+ assert result.title == "Base Test"
diff --git a/api/tests/unit_tests/core/workflow/nodes/code/entities_spec.py b/api/tests/unit_tests/core/workflow/nodes/code/entities_spec.py
new file mode 100644
index 0000000000..d14a6ea69c
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/code/entities_spec.py
@@ -0,0 +1,353 @@
+import pytest
+from pydantic import ValidationError
+
+from core.helper.code_executor.code_executor import CodeLanguage
+from core.variables.types import SegmentType
+from core.workflow.nodes.code.entities import CodeNodeData
+
+
+class TestCodeNodeDataOutput:
+ """Test suite for CodeNodeData.Output model."""
+
+ def test_output_with_string_type(self):
+ """Test Output with STRING type."""
+ output = CodeNodeData.Output(type=SegmentType.STRING)
+
+ assert output.type == SegmentType.STRING
+ assert output.children is None
+
+ def test_output_with_number_type(self):
+ """Test Output with NUMBER type."""
+ output = CodeNodeData.Output(type=SegmentType.NUMBER)
+
+ assert output.type == SegmentType.NUMBER
+ assert output.children is None
+
+ def test_output_with_boolean_type(self):
+ """Test Output with BOOLEAN type."""
+ output = CodeNodeData.Output(type=SegmentType.BOOLEAN)
+
+ assert output.type == SegmentType.BOOLEAN
+
+ def test_output_with_object_type(self):
+ """Test Output with OBJECT type."""
+ output = CodeNodeData.Output(type=SegmentType.OBJECT)
+
+ assert output.type == SegmentType.OBJECT
+
+ def test_output_with_array_string_type(self):
+ """Test Output with ARRAY_STRING type."""
+ output = CodeNodeData.Output(type=SegmentType.ARRAY_STRING)
+
+ assert output.type == SegmentType.ARRAY_STRING
+
+ def test_output_with_array_number_type(self):
+ """Test Output with ARRAY_NUMBER type."""
+ output = CodeNodeData.Output(type=SegmentType.ARRAY_NUMBER)
+
+ assert output.type == SegmentType.ARRAY_NUMBER
+
+ def test_output_with_array_object_type(self):
+ """Test Output with ARRAY_OBJECT type."""
+ output = CodeNodeData.Output(type=SegmentType.ARRAY_OBJECT)
+
+ assert output.type == SegmentType.ARRAY_OBJECT
+
+ def test_output_with_array_boolean_type(self):
+ """Test Output with ARRAY_BOOLEAN type."""
+ output = CodeNodeData.Output(type=SegmentType.ARRAY_BOOLEAN)
+
+ assert output.type == SegmentType.ARRAY_BOOLEAN
+
+ def test_output_with_nested_children(self):
+ """Test Output with nested children for OBJECT type."""
+ child_output = CodeNodeData.Output(type=SegmentType.STRING)
+ parent_output = CodeNodeData.Output(
+ type=SegmentType.OBJECT,
+ children={"name": child_output},
+ )
+
+ assert parent_output.type == SegmentType.OBJECT
+ assert parent_output.children is not None
+ assert "name" in parent_output.children
+ assert parent_output.children["name"].type == SegmentType.STRING
+
+ def test_output_with_deeply_nested_children(self):
+ """Test Output with deeply nested children."""
+ inner_child = CodeNodeData.Output(type=SegmentType.NUMBER)
+ middle_child = CodeNodeData.Output(
+ type=SegmentType.OBJECT,
+ children={"value": inner_child},
+ )
+ outer_output = CodeNodeData.Output(
+ type=SegmentType.OBJECT,
+ children={"nested": middle_child},
+ )
+
+ assert outer_output.children is not None
+ assert outer_output.children["nested"].children is not None
+ assert outer_output.children["nested"].children["value"].type == SegmentType.NUMBER
+
+ def test_output_with_multiple_children(self):
+ """Test Output with multiple children."""
+ output = CodeNodeData.Output(
+ type=SegmentType.OBJECT,
+ children={
+ "name": CodeNodeData.Output(type=SegmentType.STRING),
+ "age": CodeNodeData.Output(type=SegmentType.NUMBER),
+ "active": CodeNodeData.Output(type=SegmentType.BOOLEAN),
+ },
+ )
+
+ assert output.children is not None
+ assert len(output.children) == 3
+ assert output.children["name"].type == SegmentType.STRING
+ assert output.children["age"].type == SegmentType.NUMBER
+ assert output.children["active"].type == SegmentType.BOOLEAN
+
+ def test_output_rejects_invalid_type(self):
+ """Test Output rejects invalid segment types."""
+ with pytest.raises(ValidationError):
+ CodeNodeData.Output(type=SegmentType.FILE)
+
+ def test_output_rejects_array_file_type(self):
+ """Test Output rejects ARRAY_FILE type."""
+ with pytest.raises(ValidationError):
+ CodeNodeData.Output(type=SegmentType.ARRAY_FILE)
+
+
+class TestCodeNodeDataDependency:
+ """Test suite for CodeNodeData.Dependency model."""
+
+ def test_dependency_basic(self):
+ """Test Dependency with name and version."""
+ dependency = CodeNodeData.Dependency(name="numpy", version="1.24.0")
+
+ assert dependency.name == "numpy"
+ assert dependency.version == "1.24.0"
+
+ def test_dependency_with_complex_version(self):
+ """Test Dependency with complex version string."""
+ dependency = CodeNodeData.Dependency(name="pandas", version=">=2.0.0,<3.0.0")
+
+ assert dependency.name == "pandas"
+ assert dependency.version == ">=2.0.0,<3.0.0"
+
+ def test_dependency_with_empty_version(self):
+ """Test Dependency with empty version."""
+ dependency = CodeNodeData.Dependency(name="requests", version="")
+
+ assert dependency.name == "requests"
+ assert dependency.version == ""
+
+
+class TestCodeNodeData:
+ """Test suite for CodeNodeData model."""
+
+ def test_code_node_data_python3(self):
+ """Test CodeNodeData with Python3 language."""
+ data = CodeNodeData(
+ title="Test Code Node",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {'result': 42}",
+ outputs={"result": CodeNodeData.Output(type=SegmentType.NUMBER)},
+ )
+
+ assert data.title == "Test Code Node"
+ assert data.code_language == CodeLanguage.PYTHON3
+ assert data.code == "def main(): return {'result': 42}"
+ assert "result" in data.outputs
+ assert data.dependencies is None
+
+ def test_code_node_data_javascript(self):
+ """Test CodeNodeData with JavaScript language."""
+ data = CodeNodeData(
+ title="JS Code Node",
+ variables=[],
+ code_language=CodeLanguage.JAVASCRIPT,
+ code="function main() { return { result: 'hello' }; }",
+ outputs={"result": CodeNodeData.Output(type=SegmentType.STRING)},
+ )
+
+ assert data.code_language == CodeLanguage.JAVASCRIPT
+ assert "result" in data.outputs
+ assert data.outputs["result"].type == SegmentType.STRING
+
+ def test_code_node_data_with_dependencies(self):
+ """Test CodeNodeData with dependencies."""
+ data = CodeNodeData(
+ title="Code with Deps",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="import numpy as np\ndef main(): return {'sum': 10}",
+ outputs={"sum": CodeNodeData.Output(type=SegmentType.NUMBER)},
+ dependencies=[
+ CodeNodeData.Dependency(name="numpy", version="1.24.0"),
+ CodeNodeData.Dependency(name="pandas", version="2.0.0"),
+ ],
+ )
+
+ assert data.dependencies is not None
+ assert len(data.dependencies) == 2
+ assert data.dependencies[0].name == "numpy"
+ assert data.dependencies[1].name == "pandas"
+
+ def test_code_node_data_with_multiple_outputs(self):
+ """Test CodeNodeData with multiple outputs."""
+ data = CodeNodeData(
+ title="Multi Output",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {'name': 'test', 'count': 5, 'items': ['a', 'b']}",
+ outputs={
+ "name": CodeNodeData.Output(type=SegmentType.STRING),
+ "count": CodeNodeData.Output(type=SegmentType.NUMBER),
+ "items": CodeNodeData.Output(type=SegmentType.ARRAY_STRING),
+ },
+ )
+
+ assert len(data.outputs) == 3
+ assert data.outputs["name"].type == SegmentType.STRING
+ assert data.outputs["count"].type == SegmentType.NUMBER
+ assert data.outputs["items"].type == SegmentType.ARRAY_STRING
+
+ def test_code_node_data_with_object_output(self):
+ """Test CodeNodeData with nested object output."""
+ data = CodeNodeData(
+ title="Object Output",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {'user': {'name': 'John', 'age': 30}}",
+ outputs={
+ "user": CodeNodeData.Output(
+ type=SegmentType.OBJECT,
+ children={
+ "name": CodeNodeData.Output(type=SegmentType.STRING),
+ "age": CodeNodeData.Output(type=SegmentType.NUMBER),
+ },
+ ),
+ },
+ )
+
+ assert data.outputs["user"].type == SegmentType.OBJECT
+ assert data.outputs["user"].children is not None
+ assert len(data.outputs["user"].children) == 2
+
+ def test_code_node_data_with_array_object_output(self):
+ """Test CodeNodeData with array of objects output."""
+ data = CodeNodeData(
+ title="Array Object Output",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {'users': [{'name': 'A'}, {'name': 'B'}]}",
+ outputs={
+ "users": CodeNodeData.Output(
+ type=SegmentType.ARRAY_OBJECT,
+ children={
+ "name": CodeNodeData.Output(type=SegmentType.STRING),
+ },
+ ),
+ },
+ )
+
+ assert data.outputs["users"].type == SegmentType.ARRAY_OBJECT
+ assert data.outputs["users"].children is not None
+
+ def test_code_node_data_empty_code(self):
+ """Test CodeNodeData with empty code."""
+ data = CodeNodeData(
+ title="Empty Code",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="",
+ outputs={},
+ )
+
+ assert data.code == ""
+ assert len(data.outputs) == 0
+
+ def test_code_node_data_multiline_code(self):
+ """Test CodeNodeData with multiline code."""
+ multiline_code = """
+def main():
+ result = 0
+ for i in range(10):
+ result += i
+ return {'sum': result}
+"""
+ data = CodeNodeData(
+ title="Multiline Code",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code=multiline_code,
+ outputs={"sum": CodeNodeData.Output(type=SegmentType.NUMBER)},
+ )
+
+ assert "for i in range(10)" in data.code
+ assert "result += i" in data.code
+
+ def test_code_node_data_with_special_characters_in_code(self):
+ """Test CodeNodeData with special characters in code."""
+ code_with_special = "def main(): return {'msg': 'Hello\\nWorld\\t!'}"
+ data = CodeNodeData(
+ title="Special Chars",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code=code_with_special,
+ outputs={"msg": CodeNodeData.Output(type=SegmentType.STRING)},
+ )
+
+ assert "\\n" in data.code
+ assert "\\t" in data.code
+
+ def test_code_node_data_with_unicode_in_code(self):
+ """Test CodeNodeData with unicode characters in code."""
+ unicode_code = "def main(): return {'greeting': '你好世界'}"
+ data = CodeNodeData(
+ title="Unicode Code",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code=unicode_code,
+ outputs={"greeting": CodeNodeData.Output(type=SegmentType.STRING)},
+ )
+
+ assert "你好世界" in data.code
+
+ def test_code_node_data_empty_dependencies_list(self):
+ """Test CodeNodeData with empty dependencies list."""
+ data = CodeNodeData(
+ title="No Deps",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {}",
+ outputs={},
+ dependencies=[],
+ )
+
+ assert data.dependencies is not None
+ assert len(data.dependencies) == 0
+
+ def test_code_node_data_with_boolean_array_output(self):
+ """Test CodeNodeData with boolean array output."""
+ data = CodeNodeData(
+ title="Boolean Array",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {'flags': [True, False, True]}",
+ outputs={"flags": CodeNodeData.Output(type=SegmentType.ARRAY_BOOLEAN)},
+ )
+
+ assert data.outputs["flags"].type == SegmentType.ARRAY_BOOLEAN
+
+ def test_code_node_data_with_number_array_output(self):
+ """Test CodeNodeData with number array output."""
+ data = CodeNodeData(
+ title="Number Array",
+ variables=[],
+ code_language=CodeLanguage.PYTHON3,
+ code="def main(): return {'values': [1, 2, 3, 4, 5]}",
+ outputs={"values": CodeNodeData.Output(type=SegmentType.ARRAY_NUMBER)},
+ )
+
+ assert data.outputs["values"].type == SegmentType.ARRAY_NUMBER
diff --git a/api/tests/unit_tests/core/workflow/nodes/iteration/__init__.py b/api/tests/unit_tests/core/workflow/nodes/iteration/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/api/tests/unit_tests/core/workflow/nodes/iteration/entities_spec.py b/api/tests/unit_tests/core/workflow/nodes/iteration/entities_spec.py
new file mode 100644
index 0000000000..d669cc7465
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/iteration/entities_spec.py
@@ -0,0 +1,339 @@
+from core.workflow.nodes.iteration.entities import (
+ ErrorHandleMode,
+ IterationNodeData,
+ IterationStartNodeData,
+ IterationState,
+)
+
+
+class TestErrorHandleMode:
+ """Test suite for ErrorHandleMode enum."""
+
+ def test_terminated_value(self):
+ """Test TERMINATED enum value."""
+ assert ErrorHandleMode.TERMINATED == "terminated"
+ assert ErrorHandleMode.TERMINATED.value == "terminated"
+
+ def test_continue_on_error_value(self):
+ """Test CONTINUE_ON_ERROR enum value."""
+ assert ErrorHandleMode.CONTINUE_ON_ERROR == "continue-on-error"
+ assert ErrorHandleMode.CONTINUE_ON_ERROR.value == "continue-on-error"
+
+ def test_remove_abnormal_output_value(self):
+ """Test REMOVE_ABNORMAL_OUTPUT enum value."""
+ assert ErrorHandleMode.REMOVE_ABNORMAL_OUTPUT == "remove-abnormal-output"
+ assert ErrorHandleMode.REMOVE_ABNORMAL_OUTPUT.value == "remove-abnormal-output"
+
+ def test_error_handle_mode_is_str_enum(self):
+ """Test ErrorHandleMode is a string enum."""
+ assert isinstance(ErrorHandleMode.TERMINATED, str)
+ assert isinstance(ErrorHandleMode.CONTINUE_ON_ERROR, str)
+ assert isinstance(ErrorHandleMode.REMOVE_ABNORMAL_OUTPUT, str)
+
+ def test_error_handle_mode_comparison(self):
+ """Test ErrorHandleMode can be compared with strings."""
+ assert ErrorHandleMode.TERMINATED == "terminated"
+ assert ErrorHandleMode.CONTINUE_ON_ERROR == "continue-on-error"
+
+ def test_all_error_handle_modes(self):
+ """Test all ErrorHandleMode values are accessible."""
+ modes = list(ErrorHandleMode)
+
+ assert len(modes) == 3
+ assert ErrorHandleMode.TERMINATED in modes
+ assert ErrorHandleMode.CONTINUE_ON_ERROR in modes
+ assert ErrorHandleMode.REMOVE_ABNORMAL_OUTPUT in modes
+
+
+class TestIterationNodeData:
+ """Test suite for IterationNodeData model."""
+
+ def test_iteration_node_data_basic(self):
+ """Test IterationNodeData with basic configuration."""
+ data = IterationNodeData(
+ title="Test Iteration",
+ iterator_selector=["node1", "output"],
+ output_selector=["iteration", "result"],
+ )
+
+ assert data.title == "Test Iteration"
+ assert data.iterator_selector == ["node1", "output"]
+ assert data.output_selector == ["iteration", "result"]
+
+ def test_iteration_node_data_default_values(self):
+ """Test IterationNodeData default values."""
+ data = IterationNodeData(
+ title="Default Test",
+ iterator_selector=["start", "items"],
+ output_selector=["iter", "out"],
+ )
+
+ assert data.parent_loop_id is None
+ assert data.is_parallel is False
+ assert data.parallel_nums == 10
+ assert data.error_handle_mode == ErrorHandleMode.TERMINATED
+ assert data.flatten_output is True
+
+ def test_iteration_node_data_parallel_mode(self):
+ """Test IterationNodeData with parallel mode enabled."""
+ data = IterationNodeData(
+ title="Parallel Iteration",
+ iterator_selector=["node", "list"],
+ output_selector=["iter", "output"],
+ is_parallel=True,
+ parallel_nums=5,
+ )
+
+ assert data.is_parallel is True
+ assert data.parallel_nums == 5
+
+ def test_iteration_node_data_custom_parallel_nums(self):
+ """Test IterationNodeData with custom parallel numbers."""
+ data = IterationNodeData(
+ title="Custom Parallel",
+ iterator_selector=["a", "b"],
+ output_selector=["c", "d"],
+ parallel_nums=20,
+ )
+
+ assert data.parallel_nums == 20
+
+ def test_iteration_node_data_continue_on_error(self):
+ """Test IterationNodeData with continue on error mode."""
+ data = IterationNodeData(
+ title="Continue Error",
+ iterator_selector=["x", "y"],
+ output_selector=["z", "w"],
+ error_handle_mode=ErrorHandleMode.CONTINUE_ON_ERROR,
+ )
+
+ assert data.error_handle_mode == ErrorHandleMode.CONTINUE_ON_ERROR
+
+ def test_iteration_node_data_remove_abnormal_output(self):
+ """Test IterationNodeData with remove abnormal output mode."""
+ data = IterationNodeData(
+ title="Remove Abnormal",
+ iterator_selector=["input", "array"],
+ output_selector=["output", "result"],
+ error_handle_mode=ErrorHandleMode.REMOVE_ABNORMAL_OUTPUT,
+ )
+
+ assert data.error_handle_mode == ErrorHandleMode.REMOVE_ABNORMAL_OUTPUT
+
+ def test_iteration_node_data_flatten_output_disabled(self):
+ """Test IterationNodeData with flatten output disabled."""
+ data = IterationNodeData(
+ title="No Flatten",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ flatten_output=False,
+ )
+
+ assert data.flatten_output is False
+
+ def test_iteration_node_data_with_parent_loop_id(self):
+ """Test IterationNodeData with parent loop ID."""
+ data = IterationNodeData(
+ title="Nested Loop",
+ iterator_selector=["parent", "items"],
+ output_selector=["child", "output"],
+ parent_loop_id="parent_loop_123",
+ )
+
+ assert data.parent_loop_id == "parent_loop_123"
+
+ def test_iteration_node_data_complex_selectors(self):
+ """Test IterationNodeData with complex selectors."""
+ data = IterationNodeData(
+ title="Complex Selectors",
+ iterator_selector=["node1", "output", "data", "items"],
+ output_selector=["iteration", "result", "value"],
+ )
+
+ assert len(data.iterator_selector) == 4
+ assert len(data.output_selector) == 3
+
+ def test_iteration_node_data_all_options(self):
+ """Test IterationNodeData with all options configured."""
+ data = IterationNodeData(
+ title="Full Config",
+ iterator_selector=["start", "list"],
+ output_selector=["end", "result"],
+ parent_loop_id="outer_loop",
+ is_parallel=True,
+ parallel_nums=15,
+ error_handle_mode=ErrorHandleMode.CONTINUE_ON_ERROR,
+ flatten_output=False,
+ )
+
+ assert data.title == "Full Config"
+ assert data.parent_loop_id == "outer_loop"
+ assert data.is_parallel is True
+ assert data.parallel_nums == 15
+ assert data.error_handle_mode == ErrorHandleMode.CONTINUE_ON_ERROR
+ assert data.flatten_output is False
+
+
+class TestIterationStartNodeData:
+ """Test suite for IterationStartNodeData model."""
+
+ def test_iteration_start_node_data_basic(self):
+ """Test IterationStartNodeData basic creation."""
+ data = IterationStartNodeData(title="Iteration Start")
+
+ assert data.title == "Iteration Start"
+
+ def test_iteration_start_node_data_with_description(self):
+ """Test IterationStartNodeData with description."""
+ data = IterationStartNodeData(
+ title="Start Node",
+ desc="This is the start of iteration",
+ )
+
+ assert data.title == "Start Node"
+ assert data.desc == "This is the start of iteration"
+
+
+class TestIterationState:
+ """Test suite for IterationState model."""
+
+ def test_iteration_state_default_values(self):
+ """Test IterationState default values."""
+ state = IterationState()
+
+ assert state.outputs == []
+ assert state.current_output is None
+
+ def test_iteration_state_with_outputs(self):
+ """Test IterationState with outputs."""
+ state = IterationState(outputs=["result1", "result2", "result3"])
+
+ assert len(state.outputs) == 3
+ assert state.outputs[0] == "result1"
+ assert state.outputs[2] == "result3"
+
+ def test_iteration_state_with_current_output(self):
+ """Test IterationState with current output."""
+ state = IterationState(current_output="current_value")
+
+ assert state.current_output == "current_value"
+
+ def test_iteration_state_get_last_output_with_outputs(self):
+ """Test get_last_output with outputs present."""
+ state = IterationState(outputs=["first", "second", "last"])
+
+ result = state.get_last_output()
+
+ assert result == "last"
+
+ def test_iteration_state_get_last_output_empty(self):
+ """Test get_last_output with empty outputs."""
+ state = IterationState(outputs=[])
+
+ result = state.get_last_output()
+
+ assert result is None
+
+ def test_iteration_state_get_last_output_single(self):
+ """Test get_last_output with single output."""
+ state = IterationState(outputs=["only_one"])
+
+ result = state.get_last_output()
+
+ assert result == "only_one"
+
+ def test_iteration_state_get_current_output(self):
+ """Test get_current_output method."""
+ state = IterationState(current_output={"key": "value"})
+
+ result = state.get_current_output()
+
+ assert result == {"key": "value"}
+
+ def test_iteration_state_get_current_output_none(self):
+ """Test get_current_output when None."""
+ state = IterationState()
+
+ result = state.get_current_output()
+
+ assert result is None
+
+ def test_iteration_state_with_complex_outputs(self):
+ """Test IterationState with complex output types."""
+ state = IterationState(
+ outputs=[
+ {"id": 1, "name": "first"},
+ {"id": 2, "name": "second"},
+ [1, 2, 3],
+ "string_output",
+ ]
+ )
+
+ assert len(state.outputs) == 4
+ assert state.outputs[0] == {"id": 1, "name": "first"}
+ assert state.outputs[2] == [1, 2, 3]
+
+ def test_iteration_state_with_none_outputs(self):
+ """Test IterationState with None values in outputs."""
+ state = IterationState(outputs=["value1", None, "value3"])
+
+ assert len(state.outputs) == 3
+ assert state.outputs[1] is None
+
+ def test_iteration_state_get_last_output_with_none(self):
+ """Test get_last_output when last output is None."""
+ state = IterationState(outputs=["first", None])
+
+ result = state.get_last_output()
+
+ assert result is None
+
+ def test_iteration_state_metadata_class(self):
+ """Test IterationState.MetaData class."""
+ metadata = IterationState.MetaData(iterator_length=10)
+
+ assert metadata.iterator_length == 10
+
+ def test_iteration_state_metadata_different_lengths(self):
+ """Test IterationState.MetaData with different lengths."""
+ metadata1 = IterationState.MetaData(iterator_length=0)
+ metadata2 = IterationState.MetaData(iterator_length=100)
+ metadata3 = IterationState.MetaData(iterator_length=1000000)
+
+ assert metadata1.iterator_length == 0
+ assert metadata2.iterator_length == 100
+ assert metadata3.iterator_length == 1000000
+
+ def test_iteration_state_outputs_modification(self):
+ """Test modifying IterationState outputs."""
+ state = IterationState(outputs=[])
+
+ state.outputs.append("new_output")
+ state.outputs.append("another_output")
+
+ assert len(state.outputs) == 2
+ assert state.get_last_output() == "another_output"
+
+ def test_iteration_state_current_output_update(self):
+ """Test updating current_output."""
+ state = IterationState()
+
+ state.current_output = "first_value"
+ assert state.get_current_output() == "first_value"
+
+ state.current_output = "updated_value"
+ assert state.get_current_output() == "updated_value"
+
+ def test_iteration_state_with_numeric_outputs(self):
+ """Test IterationState with numeric outputs."""
+ state = IterationState(outputs=[1, 2, 3, 4, 5])
+
+ assert state.get_last_output() == 5
+ assert len(state.outputs) == 5
+
+ def test_iteration_state_with_boolean_outputs(self):
+ """Test IterationState with boolean outputs."""
+ state = IterationState(outputs=[True, False, True])
+
+ assert state.get_last_output() is True
+ assert state.outputs[1] is False
diff --git a/api/tests/unit_tests/core/workflow/nodes/iteration/iteration_node_spec.py b/api/tests/unit_tests/core/workflow/nodes/iteration/iteration_node_spec.py
new file mode 100644
index 0000000000..51af4367f7
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/iteration/iteration_node_spec.py
@@ -0,0 +1,390 @@
+from core.workflow.enums import NodeType
+from core.workflow.nodes.iteration.entities import ErrorHandleMode, IterationNodeData
+from core.workflow.nodes.iteration.exc import (
+ InvalidIteratorValueError,
+ IterationGraphNotFoundError,
+ IterationIndexNotFoundError,
+ IterationNodeError,
+ IteratorVariableNotFoundError,
+ StartNodeIdNotFoundError,
+)
+from core.workflow.nodes.iteration.iteration_node import IterationNode
+
+
+class TestIterationNodeExceptions:
+ """Test suite for iteration node exceptions."""
+
+ def test_iteration_node_error_is_value_error(self):
+ """Test IterationNodeError inherits from ValueError."""
+ error = IterationNodeError("test error")
+
+ assert isinstance(error, ValueError)
+ assert str(error) == "test error"
+
+ def test_iterator_variable_not_found_error(self):
+ """Test IteratorVariableNotFoundError."""
+ error = IteratorVariableNotFoundError("Iterator variable not found")
+
+ assert isinstance(error, IterationNodeError)
+ assert isinstance(error, ValueError)
+ assert "Iterator variable not found" in str(error)
+
+ def test_invalid_iterator_value_error(self):
+ """Test InvalidIteratorValueError."""
+ error = InvalidIteratorValueError("Invalid iterator value")
+
+ assert isinstance(error, IterationNodeError)
+ assert "Invalid iterator value" in str(error)
+
+ def test_start_node_id_not_found_error(self):
+ """Test StartNodeIdNotFoundError."""
+ error = StartNodeIdNotFoundError("Start node ID not found")
+
+ assert isinstance(error, IterationNodeError)
+ assert "Start node ID not found" in str(error)
+
+ def test_iteration_graph_not_found_error(self):
+ """Test IterationGraphNotFoundError."""
+ error = IterationGraphNotFoundError("Iteration graph not found")
+
+ assert isinstance(error, IterationNodeError)
+ assert "Iteration graph not found" in str(error)
+
+ def test_iteration_index_not_found_error(self):
+ """Test IterationIndexNotFoundError."""
+ error = IterationIndexNotFoundError("Iteration index not found")
+
+ assert isinstance(error, IterationNodeError)
+ assert "Iteration index not found" in str(error)
+
+ def test_exception_with_empty_message(self):
+ """Test exception with empty message."""
+ error = IterationNodeError("")
+
+ assert str(error) == ""
+
+ def test_exception_with_detailed_message(self):
+ """Test exception with detailed message."""
+ error = IteratorVariableNotFoundError("Variable 'items' not found in node 'start_node'")
+
+ assert "items" in str(error)
+ assert "start_node" in str(error)
+
+ def test_all_exceptions_inherit_from_base(self):
+ """Test all exceptions inherit from IterationNodeError."""
+ exceptions = [
+ IteratorVariableNotFoundError("test"),
+ InvalidIteratorValueError("test"),
+ StartNodeIdNotFoundError("test"),
+ IterationGraphNotFoundError("test"),
+ IterationIndexNotFoundError("test"),
+ ]
+
+ for exc in exceptions:
+ assert isinstance(exc, IterationNodeError)
+ assert isinstance(exc, ValueError)
+
+
+class TestIterationNodeClassAttributes:
+ """Test suite for IterationNode class attributes."""
+
+ def test_node_type(self):
+ """Test IterationNode node_type attribute."""
+ assert IterationNode.node_type == NodeType.ITERATION
+
+ def test_version(self):
+ """Test IterationNode version method."""
+ version = IterationNode.version()
+
+ assert version == "1"
+
+
+class TestIterationNodeDefaultConfig:
+ """Test suite for IterationNode get_default_config."""
+
+ def test_get_default_config_returns_dict(self):
+ """Test get_default_config returns a dictionary."""
+ config = IterationNode.get_default_config()
+
+ assert isinstance(config, dict)
+
+ def test_get_default_config_type(self):
+ """Test get_default_config includes type."""
+ config = IterationNode.get_default_config()
+
+ assert config.get("type") == "iteration"
+
+ def test_get_default_config_has_config_section(self):
+ """Test get_default_config has config section."""
+ config = IterationNode.get_default_config()
+
+ assert "config" in config
+ assert isinstance(config["config"], dict)
+
+ def test_get_default_config_is_parallel_default(self):
+ """Test get_default_config is_parallel default value."""
+ config = IterationNode.get_default_config()
+
+ assert config["config"]["is_parallel"] is False
+
+ def test_get_default_config_parallel_nums_default(self):
+ """Test get_default_config parallel_nums default value."""
+ config = IterationNode.get_default_config()
+
+ assert config["config"]["parallel_nums"] == 10
+
+ def test_get_default_config_error_handle_mode_default(self):
+ """Test get_default_config error_handle_mode default value."""
+ config = IterationNode.get_default_config()
+
+ assert config["config"]["error_handle_mode"] == ErrorHandleMode.TERMINATED
+
+ def test_get_default_config_flatten_output_default(self):
+ """Test get_default_config flatten_output default value."""
+ config = IterationNode.get_default_config()
+
+ assert config["config"]["flatten_output"] is True
+
+ def test_get_default_config_with_none_filters(self):
+ """Test get_default_config with None filters."""
+ config = IterationNode.get_default_config(filters=None)
+
+ assert config is not None
+ assert "type" in config
+
+ def test_get_default_config_with_empty_filters(self):
+ """Test get_default_config with empty filters."""
+ config = IterationNode.get_default_config(filters={})
+
+ assert config is not None
+
+
+class TestIterationNodeInitialization:
+ """Test suite for IterationNode initialization."""
+
+ def test_init_node_data_basic(self):
+ """Test init_node_data with basic configuration."""
+ node = IterationNode.__new__(IterationNode)
+ data = {
+ "title": "Test Iteration",
+ "iterator_selector": ["start", "items"],
+ "output_selector": ["iteration", "result"],
+ }
+
+ node.init_node_data(data)
+
+ assert node._node_data.title == "Test Iteration"
+ assert node._node_data.iterator_selector == ["start", "items"]
+
+ def test_init_node_data_with_parallel(self):
+ """Test init_node_data with parallel configuration."""
+ node = IterationNode.__new__(IterationNode)
+ data = {
+ "title": "Parallel Iteration",
+ "iterator_selector": ["node", "list"],
+ "output_selector": ["out", "result"],
+ "is_parallel": True,
+ "parallel_nums": 5,
+ }
+
+ node.init_node_data(data)
+
+ assert node._node_data.is_parallel is True
+ assert node._node_data.parallel_nums == 5
+
+ def test_init_node_data_with_error_handle_mode(self):
+ """Test init_node_data with error handle mode."""
+ node = IterationNode.__new__(IterationNode)
+ data = {
+ "title": "Error Handle Test",
+ "iterator_selector": ["a", "b"],
+ "output_selector": ["c", "d"],
+ "error_handle_mode": "continue-on-error",
+ }
+
+ node.init_node_data(data)
+
+ assert node._node_data.error_handle_mode == ErrorHandleMode.CONTINUE_ON_ERROR
+
+ def test_get_title(self):
+ """Test _get_title method."""
+ node = IterationNode.__new__(IterationNode)
+ node._node_data = IterationNodeData(
+ title="My Iteration",
+ iterator_selector=["x"],
+ output_selector=["y"],
+ )
+
+ assert node._get_title() == "My Iteration"
+
+ def test_get_description_none(self):
+ """Test _get_description returns None when not set."""
+ node = IterationNode.__new__(IterationNode)
+ node._node_data = IterationNodeData(
+ title="Test",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ )
+
+ assert node._get_description() is None
+
+ def test_get_description_with_value(self):
+ """Test _get_description with value."""
+ node = IterationNode.__new__(IterationNode)
+ node._node_data = IterationNodeData(
+ title="Test",
+ desc="This is a description",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ )
+
+ assert node._get_description() == "This is a description"
+
+ def test_get_base_node_data(self):
+ """Test get_base_node_data returns node data."""
+ node = IterationNode.__new__(IterationNode)
+ node._node_data = IterationNodeData(
+ title="Base Test",
+ iterator_selector=["x"],
+ output_selector=["y"],
+ )
+
+ result = node.get_base_node_data()
+
+ assert result == node._node_data
+
+
+class TestIterationNodeDataValidation:
+ """Test suite for IterationNodeData validation scenarios."""
+
+ def test_valid_iteration_node_data(self):
+ """Test valid IterationNodeData creation."""
+ data = IterationNodeData(
+ title="Valid Iteration",
+ iterator_selector=["start", "items"],
+ output_selector=["end", "result"],
+ )
+
+ assert data.title == "Valid Iteration"
+
+ def test_iteration_node_data_with_all_error_modes(self):
+ """Test IterationNodeData with all error handle modes."""
+ modes = [
+ ErrorHandleMode.TERMINATED,
+ ErrorHandleMode.CONTINUE_ON_ERROR,
+ ErrorHandleMode.REMOVE_ABNORMAL_OUTPUT,
+ ]
+
+ for mode in modes:
+ data = IterationNodeData(
+ title=f"Test {mode}",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ error_handle_mode=mode,
+ )
+ assert data.error_handle_mode == mode
+
+ def test_iteration_node_data_parallel_configuration(self):
+ """Test IterationNodeData parallel configuration combinations."""
+ configs = [
+ (False, 10),
+ (True, 1),
+ (True, 5),
+ (True, 20),
+ (True, 100),
+ ]
+
+ for is_parallel, parallel_nums in configs:
+ data = IterationNodeData(
+ title="Parallel Test",
+ iterator_selector=["x"],
+ output_selector=["y"],
+ is_parallel=is_parallel,
+ parallel_nums=parallel_nums,
+ )
+ assert data.is_parallel == is_parallel
+ assert data.parallel_nums == parallel_nums
+
+ def test_iteration_node_data_flatten_output_options(self):
+ """Test IterationNodeData flatten_output options."""
+ data_flatten = IterationNodeData(
+ title="Flatten True",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ flatten_output=True,
+ )
+
+ data_no_flatten = IterationNodeData(
+ title="Flatten False",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ flatten_output=False,
+ )
+
+ assert data_flatten.flatten_output is True
+ assert data_no_flatten.flatten_output is False
+
+ def test_iteration_node_data_complex_selectors(self):
+ """Test IterationNodeData with complex selectors."""
+ data = IterationNodeData(
+ title="Complex",
+ iterator_selector=["node1", "output", "data", "items", "list"],
+ output_selector=["iteration", "result", "value", "final"],
+ )
+
+ assert len(data.iterator_selector) == 5
+ assert len(data.output_selector) == 4
+
+ def test_iteration_node_data_single_element_selectors(self):
+ """Test IterationNodeData with single element selectors."""
+ data = IterationNodeData(
+ title="Single",
+ iterator_selector=["items"],
+ output_selector=["result"],
+ )
+
+ assert len(data.iterator_selector) == 1
+ assert len(data.output_selector) == 1
+
+
+class TestIterationNodeErrorStrategies:
+ """Test suite for IterationNode error strategies."""
+
+ def test_get_error_strategy_default(self):
+ """Test _get_error_strategy with default value."""
+ node = IterationNode.__new__(IterationNode)
+ node._node_data = IterationNodeData(
+ title="Test",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ )
+
+ result = node._get_error_strategy()
+
+ assert result is None or result == node._node_data.error_strategy
+
+ def test_get_retry_config(self):
+ """Test _get_retry_config method."""
+ node = IterationNode.__new__(IterationNode)
+ node._node_data = IterationNodeData(
+ title="Test",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ )
+
+ result = node._get_retry_config()
+
+ assert result is not None
+
+ def test_get_default_value_dict(self):
+ """Test _get_default_value_dict method."""
+ node = IterationNode.__new__(IterationNode)
+ node._node_data = IterationNodeData(
+ title="Test",
+ iterator_selector=["a"],
+ output_selector=["b"],
+ )
+
+ result = node._get_default_value_dict()
+
+ assert isinstance(result, dict)
diff --git a/api/tests/unit_tests/core/workflow/nodes/list_operator/__init__.py b/api/tests/unit_tests/core/workflow/nodes/list_operator/__init__.py
new file mode 100644
index 0000000000..8b13789179
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/list_operator/__init__.py
@@ -0,0 +1 @@
+
diff --git a/api/tests/unit_tests/core/workflow/nodes/list_operator/node_spec.py b/api/tests/unit_tests/core/workflow/nodes/list_operator/node_spec.py
new file mode 100644
index 0000000000..366bec5001
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/list_operator/node_spec.py
@@ -0,0 +1,544 @@
+from unittest.mock import MagicMock
+
+import pytest
+from core.workflow.graph_engine.entities.graph import Graph
+from core.workflow.graph_engine.entities.graph_init_params import GraphInitParams
+from core.workflow.graph_engine.entities.graph_runtime_state import GraphRuntimeState
+
+from core.variables import ArrayNumberSegment, ArrayStringSegment
+from core.workflow.enums import NodeType, WorkflowNodeExecutionStatus
+from core.workflow.nodes.list_operator.node import ListOperatorNode
+from models.workflow import WorkflowType
+
+
+class TestListOperatorNode:
+ """Comprehensive tests for ListOperatorNode."""
+
+ @pytest.fixture
+ def mock_graph_runtime_state(self):
+ """Create mock GraphRuntimeState."""
+ mock_state = MagicMock(spec=GraphRuntimeState)
+ mock_variable_pool = MagicMock()
+ mock_state.variable_pool = mock_variable_pool
+ return mock_state
+
+ @pytest.fixture
+ def mock_graph(self):
+ """Create mock Graph."""
+ return MagicMock(spec=Graph)
+
+ @pytest.fixture
+ def graph_init_params(self):
+ """Create GraphInitParams fixture."""
+ return GraphInitParams(
+ tenant_id="test",
+ app_id="test",
+ workflow_type=WorkflowType.WORKFLOW,
+ workflow_id="test",
+ graph_config={},
+ user_id="test",
+ user_from="test",
+ invoke_from="test",
+ call_depth=0,
+ )
+
+ @pytest.fixture
+ def list_operator_node_factory(self, graph_init_params, mock_graph, mock_graph_runtime_state):
+ """Factory fixture for creating ListOperatorNode instances."""
+
+ def _create_node(config, mock_variable):
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_variable
+ return ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ return _create_node
+
+ def test_node_initialization(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test node initializes correctly."""
+ config = {
+ "title": "List Operator",
+ "variable": ["sys", "list"],
+ "filter_by": {"enabled": False},
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ assert node.node_type == NodeType.LIST_OPERATOR
+ assert node._node_data.title == "List Operator"
+
+ def test_version(self):
+ """Test version returns correct value."""
+ assert ListOperatorNode.version() == "1"
+
+ def test_run_with_string_array(self, list_operator_node_factory):
+ """Test with string array."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {"enabled": False},
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=["apple", "banana", "cherry"])
+ node = list_operator_node_factory(config, mock_var)
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == ["apple", "banana", "cherry"]
+
+ def test_run_with_empty_array(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test with empty array."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {"enabled": False},
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=[])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == []
+ assert result.outputs["first_record"] is None
+ assert result.outputs["last_record"] is None
+
+ def test_run_with_filter_contains(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test filter with contains condition."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {
+ "enabled": True,
+ "condition": "contains",
+ "value": "app",
+ },
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=["apple", "banana", "pineapple", "cherry"])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == ["apple", "pineapple"]
+
+ def test_run_with_filter_not_contains(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test filter with not contains condition."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {
+ "enabled": True,
+ "condition": "not contains",
+ "value": "app",
+ },
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=["apple", "banana", "pineapple", "cherry"])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == ["banana", "cherry"]
+
+ def test_run_with_number_filter_greater_than(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test filter with greater than condition on numbers."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "numbers"],
+ "filter_by": {
+ "enabled": True,
+ "condition": ">",
+ "value": "5",
+ },
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayNumberSegment(value=[1, 3, 5, 7, 9, 11])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == [7, 9, 11]
+
+ def test_run_with_order_ascending(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test ordering in ascending order."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {"enabled": False},
+ "order_by": {
+ "enabled": True,
+ "value": "asc",
+ },
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=["cherry", "apple", "banana"])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == ["apple", "banana", "cherry"]
+
+ def test_run_with_order_descending(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test ordering in descending order."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {"enabled": False},
+ "order_by": {
+ "enabled": True,
+ "value": "desc",
+ },
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=["cherry", "apple", "banana"])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == ["cherry", "banana", "apple"]
+
+ def test_run_with_limit(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test with limit enabled."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {"enabled": False},
+ "order_by": {"enabled": False},
+ "limit": {
+ "enabled": True,
+ "size": 2,
+ },
+ }
+
+ mock_var = ArrayStringSegment(value=["apple", "banana", "cherry", "date"])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == ["apple", "banana"]
+
+ def test_run_with_filter_order_and_limit(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test with filter, order, and limit combined."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "numbers"],
+ "filter_by": {
+ "enabled": True,
+ "condition": ">",
+ "value": "3",
+ },
+ "order_by": {
+ "enabled": True,
+ "value": "desc",
+ },
+ "limit": {
+ "enabled": True,
+ "size": 3,
+ },
+ }
+
+ mock_var = ArrayNumberSegment(value=[1, 2, 3, 4, 5, 6, 7, 8, 9])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == [9, 8, 7]
+
+ def test_run_with_variable_not_found(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test when variable is not found."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "missing"],
+ "filter_by": {"enabled": False},
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_graph_runtime_state.variable_pool.get.return_value = None
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.FAILED
+ assert "Variable not found" in result.error
+
+ def test_run_with_first_and_last_record(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test first_record and last_record outputs."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {"enabled": False},
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=["first", "middle", "last"])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["first_record"] == "first"
+ assert result.outputs["last_record"] == "last"
+
+ def test_run_with_filter_startswith(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test filter with startswith condition."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {
+ "enabled": True,
+ "condition": "start with",
+ "value": "app",
+ },
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=["apple", "application", "banana", "apricot"])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == ["apple", "application"]
+
+ def test_run_with_filter_endswith(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test filter with endswith condition."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "items"],
+ "filter_by": {
+ "enabled": True,
+ "condition": "end with",
+ "value": "le",
+ },
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayStringSegment(value=["apple", "banana", "pineapple", "table"])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == ["apple", "pineapple", "table"]
+
+ def test_run_with_number_filter_equals(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test number filter with equals condition."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "numbers"],
+ "filter_by": {
+ "enabled": True,
+ "condition": "=",
+ "value": "5",
+ },
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayNumberSegment(value=[1, 3, 5, 5, 7, 9])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == [5, 5]
+
+ def test_run_with_number_filter_not_equals(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test number filter with not equals condition."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "numbers"],
+ "filter_by": {
+ "enabled": True,
+ "condition": "≠",
+ "value": "5",
+ },
+ "order_by": {"enabled": False},
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayNumberSegment(value=[1, 3, 5, 7, 9])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == [1, 3, 7, 9]
+
+ def test_run_with_number_order_ascending(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test number ordering in ascending order."""
+ config = {
+ "title": "Test",
+ "variable": ["sys", "numbers"],
+ "filter_by": {"enabled": False},
+ "order_by": {
+ "enabled": True,
+ "value": "asc",
+ },
+ "limit": {"enabled": False},
+ }
+
+ mock_var = ArrayNumberSegment(value=[9, 3, 7, 1, 5])
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_var
+
+ node = ListOperatorNode(
+ id="test",
+ config=config,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["result"].value == [1, 3, 5, 7, 9]
diff --git a/api/tests/unit_tests/core/workflow/nodes/template_transform/__init__.py b/api/tests/unit_tests/core/workflow/nodes/template_transform/__init__.py
new file mode 100644
index 0000000000..8b13789179
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/template_transform/__init__.py
@@ -0,0 +1 @@
+
diff --git a/api/tests/unit_tests/core/workflow/nodes/template_transform/entities_spec.py b/api/tests/unit_tests/core/workflow/nodes/template_transform/entities_spec.py
new file mode 100644
index 0000000000..5eb302798f
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/template_transform/entities_spec.py
@@ -0,0 +1,225 @@
+import pytest
+from pydantic import ValidationError
+
+from core.workflow.enums import ErrorStrategy
+from core.workflow.nodes.template_transform.entities import TemplateTransformNodeData
+
+
+class TestTemplateTransformNodeData:
+ """Test suite for TemplateTransformNodeData entity."""
+
+ def test_valid_template_transform_node_data(self):
+ """Test creating valid TemplateTransformNodeData."""
+ data = {
+ "title": "Template Transform",
+ "desc": "Transform data using Jinja2 template",
+ "variables": [
+ {"variable": "name", "value_selector": ["sys", "user_name"]},
+ {"variable": "age", "value_selector": ["sys", "user_age"]},
+ ],
+ "template": "Hello {{ name }}, you are {{ age }} years old!",
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert node_data.title == "Template Transform"
+ assert node_data.desc == "Transform data using Jinja2 template"
+ assert len(node_data.variables) == 2
+ assert node_data.variables[0].variable == "name"
+ assert node_data.variables[0].value_selector == ["sys", "user_name"]
+ assert node_data.variables[1].variable == "age"
+ assert node_data.variables[1].value_selector == ["sys", "user_age"]
+ assert node_data.template == "Hello {{ name }}, you are {{ age }} years old!"
+
+ def test_template_transform_node_data_with_empty_variables(self):
+ """Test TemplateTransformNodeData with no variables."""
+ data = {
+ "title": "Static Template",
+ "variables": [],
+ "template": "This is a static template with no variables.",
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert node_data.title == "Static Template"
+ assert len(node_data.variables) == 0
+ assert node_data.template == "This is a static template with no variables."
+
+ def test_template_transform_node_data_with_complex_template(self):
+ """Test TemplateTransformNodeData with complex Jinja2 template."""
+ data = {
+ "title": "Complex Template",
+ "variables": [
+ {"variable": "items", "value_selector": ["sys", "item_list"]},
+ {"variable": "total", "value_selector": ["sys", "total_count"]},
+ ],
+ "template": (
+ "{% for item in items %}{{ item }}{% if not loop.last %}, {% endif %}{% endfor %}. Total: {{ total }}"
+ ),
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert node_data.title == "Complex Template"
+ assert len(node_data.variables) == 2
+ assert "{% for item in items %}" in node_data.template
+ assert "{{ total }}" in node_data.template
+
+ def test_template_transform_node_data_with_error_strategy(self):
+ """Test TemplateTransformNodeData with error handling strategy."""
+ data = {
+ "title": "Template with Error Handling",
+ "variables": [{"variable": "value", "value_selector": ["sys", "input"]}],
+ "template": "{{ value }}",
+ "error_strategy": "fail-branch",
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert node_data.error_strategy == ErrorStrategy.FAIL_BRANCH
+
+ def test_template_transform_node_data_with_retry_config(self):
+ """Test TemplateTransformNodeData with retry configuration."""
+ data = {
+ "title": "Template with Retry",
+ "variables": [{"variable": "data", "value_selector": ["sys", "data"]}],
+ "template": "{{ data }}",
+ "retry_config": {"enabled": True, "max_retries": 3, "retry_interval": 1000},
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert node_data.retry_config.enabled is True
+ assert node_data.retry_config.max_retries == 3
+ assert node_data.retry_config.retry_interval == 1000
+
+ def test_template_transform_node_data_missing_required_fields(self):
+ """Test that missing required fields raises ValidationError."""
+ data = {
+ "title": "Incomplete Template",
+ # Missing 'variables' and 'template'
+ }
+
+ with pytest.raises(ValidationError) as exc_info:
+ TemplateTransformNodeData.model_validate(data)
+
+ errors = exc_info.value.errors()
+ assert len(errors) >= 2
+ error_fields = {error["loc"][0] for error in errors}
+ assert "variables" in error_fields
+ assert "template" in error_fields
+
+ def test_template_transform_node_data_invalid_variable_selector(self):
+ """Test that invalid variable selector format raises ValidationError."""
+ data = {
+ "title": "Invalid Variable",
+ "variables": [
+ {"variable": "name", "value_selector": "invalid_format"} # Should be list
+ ],
+ "template": "{{ name }}",
+ }
+
+ with pytest.raises(ValidationError):
+ TemplateTransformNodeData.model_validate(data)
+
+ def test_template_transform_node_data_with_default_value_dict(self):
+ """Test TemplateTransformNodeData with default value dictionary."""
+ data = {
+ "title": "Template with Defaults",
+ "variables": [
+ {"variable": "name", "value_selector": ["sys", "user_name"]},
+ {"variable": "greeting", "value_selector": ["sys", "greeting"]},
+ ],
+ "template": "{{ greeting }} {{ name }}!",
+ "default_value_dict": {"greeting": "Hello", "name": "Guest"},
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert node_data.default_value_dict == {"greeting": "Hello", "name": "Guest"}
+
+ def test_template_transform_node_data_with_nested_selectors(self):
+ """Test TemplateTransformNodeData with nested variable selectors."""
+ data = {
+ "title": "Nested Selectors",
+ "variables": [
+ {"variable": "user_info", "value_selector": ["sys", "user", "profile", "name"]},
+ {"variable": "settings", "value_selector": ["sys", "config", "app", "theme"]},
+ ],
+ "template": "User: {{ user_info }}, Theme: {{ settings }}",
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert len(node_data.variables) == 2
+ assert node_data.variables[0].value_selector == ["sys", "user", "profile", "name"]
+ assert node_data.variables[1].value_selector == ["sys", "config", "app", "theme"]
+
+ def test_template_transform_node_data_with_multiline_template(self):
+ """Test TemplateTransformNodeData with multiline template."""
+ data = {
+ "title": "Multiline Template",
+ "variables": [
+ {"variable": "title", "value_selector": ["sys", "title"]},
+ {"variable": "content", "value_selector": ["sys", "content"]},
+ ],
+ "template": """
+# {{ title }}
+
+{{ content }}
+
+---
+Generated by Template Transform Node
+ """,
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert "# {{ title }}" in node_data.template
+ assert "{{ content }}" in node_data.template
+ assert "Generated by Template Transform Node" in node_data.template
+
+ def test_template_transform_node_data_serialization(self):
+ """Test that TemplateTransformNodeData can be serialized and deserialized."""
+ original_data = {
+ "title": "Serialization Test",
+ "desc": "Test serialization",
+ "variables": [{"variable": "test", "value_selector": ["sys", "test"]}],
+ "template": "{{ test }}",
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(original_data)
+ serialized = node_data.model_dump()
+ deserialized = TemplateTransformNodeData.model_validate(serialized)
+
+ assert deserialized.title == node_data.title
+ assert deserialized.desc == node_data.desc
+ assert len(deserialized.variables) == len(node_data.variables)
+ assert deserialized.template == node_data.template
+
+ def test_template_transform_node_data_with_special_characters(self):
+ """Test TemplateTransformNodeData with special characters in template."""
+ data = {
+ "title": "Special Characters",
+ "variables": [{"variable": "text", "value_selector": ["sys", "input"]}],
+ "template": "Special: {{ text }} | Symbols: @#$%^&*() | Unicode: 你好 🎉",
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert "@#$%^&*()" in node_data.template
+ assert "你好" in node_data.template
+ assert "🎉" in node_data.template
+
+ def test_template_transform_node_data_empty_template(self):
+ """Test TemplateTransformNodeData with empty template string."""
+ data = {
+ "title": "Empty Template",
+ "variables": [],
+ "template": "",
+ }
+
+ node_data = TemplateTransformNodeData.model_validate(data)
+
+ assert node_data.template == ""
+ assert len(node_data.variables) == 0
diff --git a/api/tests/unit_tests/core/workflow/nodes/template_transform/template_transform_node_spec.py b/api/tests/unit_tests/core/workflow/nodes/template_transform/template_transform_node_spec.py
new file mode 100644
index 0000000000..1a67d5c3e3
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/template_transform/template_transform_node_spec.py
@@ -0,0 +1,414 @@
+from unittest.mock import MagicMock, patch
+
+import pytest
+from core.workflow.graph_engine.entities.graph import Graph
+from core.workflow.graph_engine.entities.graph_init_params import GraphInitParams
+from core.workflow.graph_engine.entities.graph_runtime_state import GraphRuntimeState
+
+from core.helper.code_executor.code_executor import CodeExecutionError
+from core.workflow.enums import ErrorStrategy, NodeType, WorkflowNodeExecutionStatus
+from core.workflow.nodes.template_transform.template_transform_node import TemplateTransformNode
+from models.workflow import WorkflowType
+
+
+class TestTemplateTransformNode:
+ """Comprehensive test suite for TemplateTransformNode."""
+
+ @pytest.fixture
+ def mock_graph_runtime_state(self):
+ """Create a mock GraphRuntimeState with variable pool."""
+ mock_state = MagicMock(spec=GraphRuntimeState)
+ mock_variable_pool = MagicMock()
+ mock_state.variable_pool = mock_variable_pool
+ return mock_state
+
+ @pytest.fixture
+ def mock_graph(self):
+ """Create a mock Graph."""
+ return MagicMock(spec=Graph)
+
+ @pytest.fixture
+ def graph_init_params(self):
+ """Create a mock GraphInitParams."""
+ return GraphInitParams(
+ tenant_id="test_tenant",
+ app_id="test_app",
+ workflow_type=WorkflowType.WORKFLOW,
+ workflow_id="test_workflow",
+ graph_config={},
+ user_id="test_user",
+ user_from="test",
+ invoke_from="test",
+ call_depth=0,
+ )
+
+ @pytest.fixture
+ def basic_node_data(self):
+ """Create basic node data for testing."""
+ return {
+ "title": "Template Transform",
+ "desc": "Transform data using template",
+ "variables": [
+ {"variable": "name", "value_selector": ["sys", "user_name"]},
+ {"variable": "age", "value_selector": ["sys", "user_age"]},
+ ],
+ "template": "Hello {{ name }}, you are {{ age }} years old!",
+ }
+
+ def test_node_initialization(self, basic_node_data, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test that TemplateTransformNode initializes correctly."""
+ node = TemplateTransformNode(
+ id="test_node",
+ config=basic_node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ assert node.node_type == NodeType.TEMPLATE_TRANSFORM
+ assert node._node_data.title == "Template Transform"
+ assert len(node._node_data.variables) == 2
+ assert node._node_data.template == "Hello {{ name }}, you are {{ age }} years old!"
+
+ def test_get_title(self, basic_node_data, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test _get_title method."""
+ node = TemplateTransformNode(
+ id="test_node",
+ config=basic_node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ assert node._get_title() == "Template Transform"
+
+ def test_get_description(self, basic_node_data, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test _get_description method."""
+ node = TemplateTransformNode(
+ id="test_node",
+ config=basic_node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ assert node._get_description() == "Transform data using template"
+
+ def test_get_error_strategy(self, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test _get_error_strategy method."""
+ node_data = {
+ "title": "Test",
+ "variables": [],
+ "template": "test",
+ "error_strategy": "fail-branch",
+ }
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ assert node._get_error_strategy() == ErrorStrategy.FAIL_BRANCH
+
+ def test_get_default_config(self):
+ """Test get_default_config class method."""
+ config = TemplateTransformNode.get_default_config()
+
+ assert config["type"] == "template-transform"
+ assert "config" in config
+ assert "variables" in config["config"]
+ assert "template" in config["config"]
+ assert config["config"]["template"] == "{{ arg1 }}"
+
+ def test_version(self):
+ """Test version class method."""
+ assert TemplateTransformNode.version() == "1"
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ def test_run_simple_template(
+ self, mock_execute, basic_node_data, mock_graph, mock_graph_runtime_state, graph_init_params
+ ):
+ """Test _run with simple template transformation."""
+ # Setup mock variable pool
+ mock_name_value = MagicMock()
+ mock_name_value.to_object.return_value = "Alice"
+ mock_age_value = MagicMock()
+ mock_age_value.to_object.return_value = 30
+
+ variable_map = {
+ ("sys", "user_name"): mock_name_value,
+ ("sys", "user_age"): mock_age_value,
+ }
+ mock_graph_runtime_state.variable_pool.get.side_effect = lambda selector: variable_map.get(tuple(selector))
+
+ # Setup mock executor
+ mock_execute.return_value = {"result": "Hello Alice, you are 30 years old!"}
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=basic_node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["output"] == "Hello Alice, you are 30 years old!"
+ assert result.inputs["name"] == "Alice"
+ assert result.inputs["age"] == 30
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ def test_run_with_none_values(self, mock_execute, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test _run with None variable values."""
+ node_data = {
+ "title": "Test",
+ "variables": [{"variable": "value", "value_selector": ["sys", "missing"]}],
+ "template": "Value: {{ value }}",
+ }
+
+ mock_graph_runtime_state.variable_pool.get.return_value = None
+ mock_execute.return_value = {"result": "Value: "}
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.inputs["value"] is None
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ def test_run_with_code_execution_error(
+ self, mock_execute, basic_node_data, mock_graph, mock_graph_runtime_state, graph_init_params
+ ):
+ """Test _run when code execution fails."""
+ mock_graph_runtime_state.variable_pool.get.return_value = MagicMock()
+ mock_execute.side_effect = CodeExecutionError("Template syntax error")
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=basic_node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.FAILED
+ assert "Template syntax error" in result.error
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ @patch("core.workflow.nodes.template_transform.template_transform_node.MAX_TEMPLATE_TRANSFORM_OUTPUT_LENGTH", 10)
+ def test_run_output_length_exceeds_limit(
+ self, mock_execute, basic_node_data, mock_graph, mock_graph_runtime_state, graph_init_params
+ ):
+ """Test _run when output exceeds maximum length."""
+ mock_graph_runtime_state.variable_pool.get.return_value = MagicMock()
+ mock_execute.return_value = {"result": "This is a very long output that exceeds the limit"}
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=basic_node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.FAILED
+ assert "Output length exceeds" in result.error
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ def test_run_with_complex_jinja2_template(
+ self, mock_execute, mock_graph, mock_graph_runtime_state, graph_init_params
+ ):
+ """Test _run with complex Jinja2 template including loops and conditions."""
+ node_data = {
+ "title": "Complex Template",
+ "variables": [
+ {"variable": "items", "value_selector": ["sys", "items"]},
+ {"variable": "show_total", "value_selector": ["sys", "show_total"]},
+ ],
+ "template": (
+ "{% for item in items %}{{ item }}{% if not loop.last %}, {% endif %}{% endfor %}"
+ "{% if show_total %} (Total: {{ items|length }}){% endif %}"
+ ),
+ }
+
+ mock_items = MagicMock()
+ mock_items.to_object.return_value = ["apple", "banana", "orange"]
+ mock_show_total = MagicMock()
+ mock_show_total.to_object.return_value = True
+
+ variable_map = {
+ ("sys", "items"): mock_items,
+ ("sys", "show_total"): mock_show_total,
+ }
+ mock_graph_runtime_state.variable_pool.get.side_effect = lambda selector: variable_map.get(tuple(selector))
+ mock_execute.return_value = {"result": "apple, banana, orange (Total: 3)"}
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["output"] == "apple, banana, orange (Total: 3)"
+
+ def test_extract_variable_selector_to_variable_mapping(self):
+ """Test _extract_variable_selector_to_variable_mapping class method."""
+ node_data = {
+ "title": "Test",
+ "variables": [
+ {"variable": "var1", "value_selector": ["sys", "input1"]},
+ {"variable": "var2", "value_selector": ["sys", "input2"]},
+ ],
+ "template": "{{ var1 }} {{ var2 }}",
+ }
+
+ mapping = TemplateTransformNode._extract_variable_selector_to_variable_mapping(
+ graph_config={}, node_id="node_123", node_data=node_data
+ )
+
+ assert "node_123.var1" in mapping
+ assert "node_123.var2" in mapping
+ assert mapping["node_123.var1"] == ["sys", "input1"]
+ assert mapping["node_123.var2"] == ["sys", "input2"]
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ def test_run_with_empty_variables(self, mock_execute, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test _run with no variables (static template)."""
+ node_data = {
+ "title": "Static Template",
+ "variables": [],
+ "template": "This is a static message.",
+ }
+
+ mock_execute.return_value = {"result": "This is a static message."}
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["output"] == "This is a static message."
+ assert result.inputs == {}
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ def test_run_with_numeric_values(self, mock_execute, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test _run with numeric variable values."""
+ node_data = {
+ "title": "Numeric Template",
+ "variables": [
+ {"variable": "price", "value_selector": ["sys", "price"]},
+ {"variable": "quantity", "value_selector": ["sys", "quantity"]},
+ ],
+ "template": "Total: ${{ price * quantity }}",
+ }
+
+ mock_price = MagicMock()
+ mock_price.to_object.return_value = 10.5
+ mock_quantity = MagicMock()
+ mock_quantity.to_object.return_value = 3
+
+ variable_map = {
+ ("sys", "price"): mock_price,
+ ("sys", "quantity"): mock_quantity,
+ }
+ mock_graph_runtime_state.variable_pool.get.side_effect = lambda selector: variable_map.get(tuple(selector))
+ mock_execute.return_value = {"result": "Total: $31.5"}
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert result.outputs["output"] == "Total: $31.5"
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ def test_run_with_dict_values(self, mock_execute, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test _run with dictionary variable values."""
+ node_data = {
+ "title": "Dict Template",
+ "variables": [{"variable": "user", "value_selector": ["sys", "user_data"]}],
+ "template": "Name: {{ user.name }}, Email: {{ user.email }}",
+ }
+
+ mock_user = MagicMock()
+ mock_user.to_object.return_value = {"name": "John Doe", "email": "john@example.com"}
+
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_user
+ mock_execute.return_value = {"result": "Name: John Doe, Email: john@example.com"}
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert "John Doe" in result.outputs["output"]
+ assert "john@example.com" in result.outputs["output"]
+
+ @patch("core.workflow.nodes.template_transform.template_transform_node.CodeExecutor.execute_workflow_code_template")
+ def test_run_with_list_values(self, mock_execute, mock_graph, mock_graph_runtime_state, graph_init_params):
+ """Test _run with list variable values."""
+ node_data = {
+ "title": "List Template",
+ "variables": [{"variable": "tags", "value_selector": ["sys", "tags"]}],
+ "template": "Tags: {% for tag in tags %}#{{ tag }} {% endfor %}",
+ }
+
+ mock_tags = MagicMock()
+ mock_tags.to_object.return_value = ["python", "ai", "workflow"]
+
+ mock_graph_runtime_state.variable_pool.get.return_value = mock_tags
+ mock_execute.return_value = {"result": "Tags: #python #ai #workflow "}
+
+ node = TemplateTransformNode(
+ id="test_node",
+ config=node_data,
+ graph_init_params=graph_init_params,
+ graph=mock_graph,
+ graph_runtime_state=mock_graph_runtime_state,
+ )
+
+ result = node._run()
+
+ assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED
+ assert "#python" in result.outputs["output"]
+ assert "#ai" in result.outputs["output"]
+ assert "#workflow" in result.outputs["output"]
diff --git a/api/tests/unit_tests/core/workflow/nodes/tool/test_tool_node.py b/api/tests/unit_tests/core/workflow/nodes/tool/test_tool_node.py
new file mode 100644
index 0000000000..1f35c0faed
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/tool/test_tool_node.py
@@ -0,0 +1,160 @@
+import sys
+import types
+from collections.abc import Generator
+from typing import TYPE_CHECKING, Any
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from core.file import File, FileTransferMethod, FileType
+from core.model_runtime.entities.llm_entities import LLMUsage
+from core.tools.entities.tool_entities import ToolInvokeMessage
+from core.tools.utils.message_transformer import ToolFileMessageTransformer
+from core.variables.segments import ArrayFileSegment
+from core.workflow.entities import GraphInitParams
+from core.workflow.node_events import StreamChunkEvent, StreamCompletedEvent
+from core.workflow.runtime import GraphRuntimeState, VariablePool
+from core.workflow.system_variable import SystemVariable
+
+if TYPE_CHECKING: # pragma: no cover - imported for type checking only
+ from core.workflow.nodes.tool.tool_node import ToolNode
+
+
+@pytest.fixture
+def tool_node(monkeypatch) -> "ToolNode":
+ module_name = "core.ops.ops_trace_manager"
+ if module_name not in sys.modules:
+ ops_stub = types.ModuleType(module_name)
+ ops_stub.TraceQueueManager = object # pragma: no cover - stub attribute
+ ops_stub.TraceTask = object # pragma: no cover - stub attribute
+ monkeypatch.setitem(sys.modules, module_name, ops_stub)
+
+ from core.workflow.nodes.tool.tool_node import ToolNode
+
+ graph_config: dict[str, Any] = {
+ "nodes": [
+ {
+ "id": "tool-node",
+ "data": {
+ "type": "tool",
+ "title": "Tool",
+ "desc": "",
+ "provider_id": "provider",
+ "provider_type": "builtin",
+ "provider_name": "provider",
+ "tool_name": "tool",
+ "tool_label": "tool",
+ "tool_configurations": {},
+ "tool_parameters": {},
+ },
+ }
+ ],
+ "edges": [],
+ }
+
+ init_params = GraphInitParams(
+ tenant_id="tenant-id",
+ app_id="app-id",
+ workflow_id="workflow-id",
+ graph_config=graph_config,
+ user_id="user-id",
+ user_from="account",
+ invoke_from="debugger",
+ call_depth=0,
+ )
+
+ variable_pool = VariablePool(system_variables=SystemVariable(user_id="user-id"))
+ graph_runtime_state = GraphRuntimeState(variable_pool=variable_pool, start_at=0.0)
+
+ config = graph_config["nodes"][0]
+ node = ToolNode(
+ id="node-instance",
+ config=config,
+ graph_init_params=init_params,
+ graph_runtime_state=graph_runtime_state,
+ )
+ node.init_node_data(config["data"])
+ return node
+
+
+def _collect_events(generator: Generator) -> tuple[list[Any], LLMUsage]:
+ events: list[Any] = []
+ try:
+ while True:
+ events.append(next(generator))
+ except StopIteration as stop:
+ return events, stop.value
+
+
+def _run_transform(tool_node: "ToolNode", message: ToolInvokeMessage) -> tuple[list[Any], LLMUsage]:
+ def _identity_transform(messages, *_args, **_kwargs):
+ return messages
+
+ tool_runtime = MagicMock()
+ with patch.object(ToolFileMessageTransformer, "transform_tool_invoke_messages", side_effect=_identity_transform):
+ generator = tool_node._transform_message(
+ messages=iter([message]),
+ tool_info={"provider_type": "builtin", "provider_id": "provider"},
+ parameters_for_log={},
+ user_id="user-id",
+ tenant_id="tenant-id",
+ node_id=tool_node._node_id,
+ tool_runtime=tool_runtime,
+ )
+ return _collect_events(generator)
+
+
+def test_link_messages_with_file_populate_files_output(tool_node: "ToolNode"):
+ file_obj = File(
+ tenant_id="tenant-id",
+ type=FileType.DOCUMENT,
+ transfer_method=FileTransferMethod.TOOL_FILE,
+ related_id="file-id",
+ filename="demo.pdf",
+ extension=".pdf",
+ mime_type="application/pdf",
+ size=123,
+ storage_key="file-key",
+ )
+ message = ToolInvokeMessage(
+ type=ToolInvokeMessage.MessageType.LINK,
+ message=ToolInvokeMessage.TextMessage(text="/files/tools/file-id.pdf"),
+ meta={"file": file_obj},
+ )
+
+ events, usage = _run_transform(tool_node, message)
+
+ assert isinstance(usage, LLMUsage)
+
+ chunk_events = [event for event in events if isinstance(event, StreamChunkEvent)]
+ assert chunk_events
+ assert chunk_events[0].chunk == "File: /files/tools/file-id.pdf\n"
+
+ completed_events = [event for event in events if isinstance(event, StreamCompletedEvent)]
+ assert len(completed_events) == 1
+ outputs = completed_events[0].node_run_result.outputs
+ assert outputs["text"] == "File: /files/tools/file-id.pdf\n"
+
+ files_segment = outputs["files"]
+ assert isinstance(files_segment, ArrayFileSegment)
+ assert files_segment.value == [file_obj]
+
+
+def test_plain_link_messages_remain_links(tool_node: "ToolNode"):
+ message = ToolInvokeMessage(
+ type=ToolInvokeMessage.MessageType.LINK,
+ message=ToolInvokeMessage.TextMessage(text="https://dify.ai"),
+ meta=None,
+ )
+
+ events, _ = _run_transform(tool_node, message)
+
+ chunk_events = [event for event in events if isinstance(event, StreamChunkEvent)]
+ assert chunk_events
+ assert chunk_events[0].chunk == "Link: https://dify.ai\n"
+
+ completed_events = [event for event in events if isinstance(event, StreamCompletedEvent)]
+ assert len(completed_events) == 1
+ files_segment = completed_events[0].node_run_result.outputs["files"]
+ assert isinstance(files_segment, ArrayFileSegment)
+ assert files_segment.value == []
diff --git a/api/tests/unit_tests/core/workflow/utils/test_condition.py b/api/tests/unit_tests/core/workflow/utils/test_condition.py
new file mode 100644
index 0000000000..efedf88726
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/utils/test_condition.py
@@ -0,0 +1,52 @@
+from core.workflow.runtime import VariablePool
+from core.workflow.utils.condition.entities import Condition
+from core.workflow.utils.condition.processor import ConditionProcessor
+
+
+def test_number_formatting():
+ condition_processor = ConditionProcessor()
+ variable_pool = VariablePool()
+ variable_pool.add(["test_node_id", "zone"], 0)
+ variable_pool.add(["test_node_id", "one"], 1)
+ variable_pool.add(["test_node_id", "one_one"], 1.1)
+ # 0 <= 0.95
+ assert (
+ condition_processor.process_conditions(
+ variable_pool=variable_pool,
+ conditions=[Condition(variable_selector=["test_node_id", "zone"], comparison_operator="≤", value="0.95")],
+ operator="or",
+ ).final_result
+ == True
+ )
+
+ # 1 >= 0.95
+ assert (
+ condition_processor.process_conditions(
+ variable_pool=variable_pool,
+ conditions=[Condition(variable_selector=["test_node_id", "one"], comparison_operator="≥", value="0.95")],
+ operator="or",
+ ).final_result
+ == True
+ )
+
+ # 1.1 >= 0.95
+ assert (
+ condition_processor.process_conditions(
+ variable_pool=variable_pool,
+ conditions=[
+ Condition(variable_selector=["test_node_id", "one_one"], comparison_operator="≥", value="0.95")
+ ],
+ operator="or",
+ ).final_result
+ == True
+ )
+
+ # 1.1 > 0
+ assert (
+ condition_processor.process_conditions(
+ variable_pool=variable_pool,
+ conditions=[Condition(variable_selector=["test_node_id", "one_one"], comparison_operator=">", value="0")],
+ operator="or",
+ ).final_result
+ == True
+ )
diff --git a/api/tests/unit_tests/factories/test_file_factory.py b/api/tests/unit_tests/factories/test_file_factory.py
index 777fe5a6e7..e5f45044fa 100644
--- a/api/tests/unit_tests/factories/test_file_factory.py
+++ b/api/tests/unit_tests/factories/test_file_factory.py
@@ -2,7 +2,7 @@ import re
import pytest
-from factories.file_factory import _get_remote_file_info
+from factories.file_factory import _extract_filename, _get_remote_file_info
class _FakeResponse:
@@ -113,3 +113,120 @@ class TestGetRemoteFileInfo:
# Should generate a random hex filename with .bin extension
assert re.match(r"^[0-9a-f]{32}\.bin$", filename) is not None
assert mime_type == "application/octet-stream"
+
+
+class TestExtractFilename:
+ """Tests for _extract_filename function focusing on RFC5987 parsing and security."""
+
+ def test_no_content_disposition_uses_url_basename(self):
+ """Test that URL basename is used when no Content-Disposition header."""
+ result = _extract_filename("http://example.com/path/file.txt", None)
+ assert result == "file.txt"
+
+ def test_no_content_disposition_with_percent_encoded_url(self):
+ """Test that percent-encoded URL basename is decoded."""
+ result = _extract_filename("http://example.com/path/file%20name.txt", None)
+ assert result == "file name.txt"
+
+ def test_no_content_disposition_empty_url_path(self):
+ """Test that empty URL path returns None."""
+ result = _extract_filename("http://example.com/", None)
+ assert result is None
+
+ def test_simple_filename_header(self):
+ """Test basic filename extraction from Content-Disposition."""
+ result = _extract_filename("http://example.com/", 'attachment; filename="test.txt"')
+ assert result == "test.txt"
+
+ def test_quoted_filename_with_spaces(self):
+ """Test filename with spaces in quotes."""
+ result = _extract_filename("http://example.com/", 'attachment; filename="my file.txt"')
+ assert result == "my file.txt"
+
+ def test_unquoted_filename(self):
+ """Test unquoted filename."""
+ result = _extract_filename("http://example.com/", "attachment; filename=test.txt")
+ assert result == "test.txt"
+
+ def test_percent_encoded_filename(self):
+ """Test percent-encoded filename."""
+ result = _extract_filename("http://example.com/", 'attachment; filename="file%20name.txt"')
+ assert result == "file name.txt"
+
+ def test_rfc5987_filename_star_utf8(self):
+ """Test RFC5987 filename* with UTF-8 encoding."""
+ result = _extract_filename("http://example.com/", "attachment; filename*=UTF-8''file%20name.txt")
+ assert result == "file name.txt"
+
+ def test_rfc5987_filename_star_chinese(self):
+ """Test RFC5987 filename* with Chinese characters."""
+ result = _extract_filename(
+ "http://example.com/", "attachment; filename*=UTF-8''%E6%B5%8B%E8%AF%95%E6%96%87%E4%BB%B6.txt"
+ )
+ assert result == "测试文件.txt"
+
+ def test_rfc5987_filename_star_with_language(self):
+ """Test RFC5987 filename* with language tag."""
+ result = _extract_filename("http://example.com/", "attachment; filename*=UTF-8'en'file%20name.txt")
+ assert result == "file name.txt"
+
+ def test_rfc5987_filename_star_fallback_charset(self):
+ """Test RFC5987 filename* with fallback charset."""
+ result = _extract_filename("http://example.com/", "attachment; filename*=''file%20name.txt")
+ assert result == "file name.txt"
+
+ def test_rfc5987_filename_star_malformed_fallback(self):
+ """Test RFC5987 filename* with malformed format falls back to simple unquote."""
+ result = _extract_filename("http://example.com/", "attachment; filename*=malformed%20filename.txt")
+ assert result == "malformed filename.txt"
+
+ def test_filename_star_takes_precedence_over_filename(self):
+ """Test that filename* takes precedence over filename."""
+ test_string = 'attachment; filename="old.txt"; filename*=UTF-8\'\'new.txt"'
+ result = _extract_filename("http://example.com/", test_string)
+ assert result == "new.txt"
+
+ def test_path_injection_protection(self):
+ """Test that path injection attempts are blocked by os.path.basename."""
+ result = _extract_filename("http://example.com/", 'attachment; filename="../../../etc/passwd"')
+ assert result == "passwd"
+
+ def test_path_injection_protection_rfc5987(self):
+ """Test that path injection attempts in RFC5987 are blocked."""
+ result = _extract_filename("http://example.com/", "attachment; filename*=UTF-8''..%2F..%2F..%2Fetc%2Fpasswd")
+ assert result == "passwd"
+
+ def test_empty_filename_returns_none(self):
+ """Test that empty filename returns None."""
+ result = _extract_filename("http://example.com/", 'attachment; filename=""')
+ assert result is None
+
+ def test_whitespace_only_filename_returns_none(self):
+ """Test that whitespace-only filename returns None."""
+ result = _extract_filename("http://example.com/", 'attachment; filename=" "')
+ assert result is None
+
+ def test_complex_rfc5987_encoding(self):
+ """Test complex RFC5987 encoding with special characters."""
+ result = _extract_filename(
+ "http://example.com/",
+ "attachment; filename*=UTF-8''%E4%B8%AD%E6%96%87%E6%96%87%E4%BB%B6%20%28%E5%89%AF%E6%9C%AC%29.pdf",
+ )
+ assert result == "中文文件 (副本).pdf"
+
+ def test_iso8859_1_encoding(self):
+ """Test ISO-8859-1 encoding in RFC5987."""
+ result = _extract_filename("http://example.com/", "attachment; filename*=ISO-8859-1''file%20name.txt")
+ assert result == "file name.txt"
+
+ def test_encoding_error_fallback(self):
+ """Test that encoding errors fall back to safe ASCII filename."""
+ result = _extract_filename("http://example.com/", "attachment; filename*=INVALID-CHARSET''file%20name.txt")
+ assert result == "file name.txt"
+
+ def test_mixed_quotes_and_encoding(self):
+ """Test filename with mixed quotes and percent encoding."""
+ result = _extract_filename(
+ "http://example.com/", 'attachment; filename="file%20with%20quotes%20%26%20encoding.txt"'
+ )
+ assert result == "file with quotes & encoding.txt"
diff --git a/api/tests/unit_tests/libs/broadcast_channel/redis/test_channel_unit_tests.py b/api/tests/unit_tests/libs/broadcast_channel/redis/test_channel_unit_tests.py
index dffad4142c..ccba075fdf 100644
--- a/api/tests/unit_tests/libs/broadcast_channel/redis/test_channel_unit_tests.py
+++ b/api/tests/unit_tests/libs/broadcast_channel/redis/test_channel_unit_tests.py
@@ -25,6 +25,11 @@ from libs.broadcast_channel.redis.channel import (
Topic,
_RedisSubscription,
)
+from libs.broadcast_channel.redis.sharded_channel import (
+ ShardedRedisBroadcastChannel,
+ ShardedTopic,
+ _RedisShardedSubscription,
+)
class TestBroadcastChannel:
@@ -39,9 +44,14 @@ class TestBroadcastChannel:
@pytest.fixture
def broadcast_channel(self, mock_redis_client: MagicMock) -> RedisBroadcastChannel:
- """Create a BroadcastChannel instance with mock Redis client."""
+ """Create a BroadcastChannel instance with mock Redis client (regular)."""
return RedisBroadcastChannel(mock_redis_client)
+ @pytest.fixture
+ def sharded_broadcast_channel(self, mock_redis_client: MagicMock) -> ShardedRedisBroadcastChannel:
+ """Create a ShardedRedisBroadcastChannel instance with mock Redis client."""
+ return ShardedRedisBroadcastChannel(mock_redis_client)
+
def test_topic_creation(self, broadcast_channel: RedisBroadcastChannel, mock_redis_client: MagicMock):
"""Test that topic() method returns a Topic instance with correct parameters."""
topic_name = "test-topic"
@@ -60,6 +70,38 @@ class TestBroadcastChannel:
assert topic1._topic == "topic1"
assert topic2._topic == "topic2"
+ def test_sharded_topic_creation(
+ self, sharded_broadcast_channel: ShardedRedisBroadcastChannel, mock_redis_client: MagicMock
+ ):
+ """Test that topic() on ShardedRedisBroadcastChannel returns a ShardedTopic instance with correct parameters."""
+ topic_name = "test-sharded-topic"
+ sharded_topic = sharded_broadcast_channel.topic(topic_name)
+
+ assert isinstance(sharded_topic, ShardedTopic)
+ assert sharded_topic._client == mock_redis_client
+ assert sharded_topic._topic == topic_name
+
+ def test_sharded_topic_isolation(self, sharded_broadcast_channel: ShardedRedisBroadcastChannel):
+ """Test that different sharded topic names create isolated ShardedTopic instances."""
+ topic1 = sharded_broadcast_channel.topic("sharded-topic1")
+ topic2 = sharded_broadcast_channel.topic("sharded-topic2")
+
+ assert topic1 is not topic2
+ assert topic1._topic == "sharded-topic1"
+ assert topic2._topic == "sharded-topic2"
+
+ def test_regular_and_sharded_topic_isolation(
+ self, broadcast_channel: RedisBroadcastChannel, sharded_broadcast_channel: ShardedRedisBroadcastChannel
+ ):
+ """Test that regular topics and sharded topics from different channels are separate instances."""
+ regular_topic = broadcast_channel.topic("test-topic")
+ sharded_topic = sharded_broadcast_channel.topic("test-topic")
+
+ assert isinstance(regular_topic, Topic)
+ assert isinstance(sharded_topic, ShardedTopic)
+ assert regular_topic is not sharded_topic
+ assert regular_topic._topic == sharded_topic._topic
+
class TestTopic:
"""Test cases for the Topic class."""
@@ -98,6 +140,51 @@ class TestTopic:
mock_redis_client.publish.assert_called_once_with("test-topic", payload)
+class TestShardedTopic:
+ """Test cases for the ShardedTopic class."""
+
+ @pytest.fixture
+ def mock_redis_client(self) -> MagicMock:
+ """Create a mock Redis client for testing."""
+ client = MagicMock()
+ client.pubsub.return_value = MagicMock()
+ return client
+
+ @pytest.fixture
+ def sharded_topic(self, mock_redis_client: MagicMock) -> ShardedTopic:
+ """Create a ShardedTopic instance for testing."""
+ return ShardedTopic(mock_redis_client, "test-sharded-topic")
+
+ def test_as_producer_returns_self(self, sharded_topic: ShardedTopic):
+ """Test that as_producer() returns self as Producer interface."""
+ producer = sharded_topic.as_producer()
+ assert producer is sharded_topic
+ # Producer is a Protocol, check duck typing instead
+ assert hasattr(producer, "publish")
+
+ def test_as_subscriber_returns_self(self, sharded_topic: ShardedTopic):
+ """Test that as_subscriber() returns self as Subscriber interface."""
+ subscriber = sharded_topic.as_subscriber()
+ assert subscriber is sharded_topic
+ # Subscriber is a Protocol, check duck typing instead
+ assert hasattr(subscriber, "subscribe")
+
+ def test_publish_calls_redis_spublish(self, sharded_topic: ShardedTopic, mock_redis_client: MagicMock):
+ """Test that publish() calls Redis SPUBLISH with correct parameters."""
+ payload = b"test sharded message"
+ sharded_topic.publish(payload)
+
+ mock_redis_client.spublish.assert_called_once_with("test-sharded-topic", payload)
+
+ def test_subscribe_returns_sharded_subscription(self, sharded_topic: ShardedTopic, mock_redis_client: MagicMock):
+ """Test that subscribe() returns a _RedisShardedSubscription instance."""
+ subscription = sharded_topic.subscribe()
+
+ assert isinstance(subscription, _RedisShardedSubscription)
+ assert subscription._pubsub is mock_redis_client.pubsub.return_value
+ assert subscription._topic == "test-sharded-topic"
+
+
@dataclasses.dataclass(frozen=True)
class SubscriptionTestCase:
"""Test case data for subscription tests."""
@@ -175,14 +262,14 @@ class TestRedisSubscription:
"""Test that _start_if_needed() raises error when subscription is closed."""
subscription.close()
- with pytest.raises(SubscriptionClosedError, match="The Redis subscription is closed"):
+ with pytest.raises(SubscriptionClosedError, match="The Redis regular subscription is closed"):
subscription._start_if_needed()
def test_start_if_needed_when_cleaned_up(self, subscription: _RedisSubscription):
"""Test that _start_if_needed() raises error when pubsub is None."""
subscription._pubsub = None
- with pytest.raises(SubscriptionClosedError, match="The Redis subscription has been cleaned up"):
+ with pytest.raises(SubscriptionClosedError, match="The Redis regular subscription has been cleaned up"):
subscription._start_if_needed()
def test_context_manager_usage(self, subscription: _RedisSubscription, mock_pubsub: MagicMock):
@@ -250,7 +337,7 @@ class TestRedisSubscription:
"""Test that iterator raises error when subscription is closed."""
subscription.close()
- with pytest.raises(BroadcastChannelError, match="The Redis subscription is closed"):
+ with pytest.raises(BroadcastChannelError, match="The Redis regular subscription is closed"):
iter(subscription)
# ==================== Message Enqueue Tests ====================
@@ -465,21 +552,21 @@ class TestRedisSubscription:
"""Test iterator behavior after close."""
subscription.close()
- with pytest.raises(SubscriptionClosedError, match="The Redis subscription is closed"):
+ with pytest.raises(SubscriptionClosedError, match="The Redis regular subscription is closed"):
iter(subscription)
def test_start_after_close(self, subscription: _RedisSubscription):
"""Test start attempts after close."""
subscription.close()
- with pytest.raises(SubscriptionClosedError, match="The Redis subscription is closed"):
+ with pytest.raises(SubscriptionClosedError, match="The Redis regular subscription is closed"):
subscription._start_if_needed()
def test_pubsub_none_operations(self, subscription: _RedisSubscription):
"""Test operations when pubsub is None."""
subscription._pubsub = None
- with pytest.raises(SubscriptionClosedError, match="The Redis subscription has been cleaned up"):
+ with pytest.raises(SubscriptionClosedError, match="The Redis regular subscription has been cleaned up"):
subscription._start_if_needed()
# Close should still work
@@ -512,3 +599,805 @@ class TestRedisSubscription:
with pytest.raises(SubscriptionClosedError):
subscription.receive()
+
+
+class TestRedisShardedSubscription:
+ """Test cases for the _RedisShardedSubscription class."""
+
+ @pytest.fixture
+ def mock_pubsub(self) -> MagicMock:
+ """Create a mock PubSub instance for testing."""
+ pubsub = MagicMock()
+ pubsub.ssubscribe = MagicMock()
+ pubsub.sunsubscribe = MagicMock()
+ pubsub.close = MagicMock()
+ pubsub.get_sharded_message = MagicMock()
+ return pubsub
+
+ @pytest.fixture
+ def sharded_subscription(self, mock_pubsub: MagicMock) -> Generator[_RedisShardedSubscription, None, None]:
+ """Create a _RedisShardedSubscription instance for testing."""
+ subscription = _RedisShardedSubscription(
+ pubsub=mock_pubsub,
+ topic="test-sharded-topic",
+ )
+ yield subscription
+ subscription.close()
+
+ @pytest.fixture
+ def started_sharded_subscription(
+ self, sharded_subscription: _RedisShardedSubscription
+ ) -> _RedisShardedSubscription:
+ """Create a sharded subscription that has been started."""
+ sharded_subscription._start_if_needed()
+ return sharded_subscription
+
+ # ==================== Lifecycle Tests ====================
+
+ def test_sharded_subscription_initialization(self, mock_pubsub: MagicMock):
+ """Test that sharded subscription is properly initialized."""
+ subscription = _RedisShardedSubscription(
+ pubsub=mock_pubsub,
+ topic="test-sharded-topic",
+ )
+
+ assert subscription._pubsub is mock_pubsub
+ assert subscription._topic == "test-sharded-topic"
+ assert not subscription._closed.is_set()
+ assert subscription._dropped_count == 0
+ assert subscription._listener_thread is None
+ assert not subscription._started
+
+ def test_start_if_needed_first_call(self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock):
+ """Test that _start_if_needed() properly starts sharded subscription on first call."""
+ sharded_subscription._start_if_needed()
+
+ mock_pubsub.ssubscribe.assert_called_once_with("test-sharded-topic")
+ assert sharded_subscription._started is True
+ assert sharded_subscription._listener_thread is not None
+
+ def test_start_if_needed_subsequent_calls(self, started_sharded_subscription: _RedisShardedSubscription):
+ """Test that _start_if_needed() doesn't start sharded subscription on subsequent calls."""
+ original_thread = started_sharded_subscription._listener_thread
+ started_sharded_subscription._start_if_needed()
+
+ # Should not create new thread or generator
+ assert started_sharded_subscription._listener_thread is original_thread
+
+ def test_start_if_needed_when_closed(self, sharded_subscription: _RedisShardedSubscription):
+ """Test that _start_if_needed() raises error when sharded subscription is closed."""
+ sharded_subscription.close()
+
+ with pytest.raises(SubscriptionClosedError, match="The Redis sharded subscription is closed"):
+ sharded_subscription._start_if_needed()
+
+ def test_start_if_needed_when_cleaned_up(self, sharded_subscription: _RedisShardedSubscription):
+ """Test that _start_if_needed() raises error when pubsub is None."""
+ sharded_subscription._pubsub = None
+
+ with pytest.raises(SubscriptionClosedError, match="The Redis sharded subscription has been cleaned up"):
+ sharded_subscription._start_if_needed()
+
+ def test_context_manager_usage(self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock):
+ """Test that sharded subscription works as context manager."""
+ with sharded_subscription as sub:
+ assert sub is sharded_subscription
+ assert sharded_subscription._started is True
+ mock_pubsub.ssubscribe.assert_called_once_with("test-sharded-topic")
+
+ def test_close_idempotent(self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock):
+ """Test that close() is idempotent and can be called multiple times."""
+ sharded_subscription._start_if_needed()
+
+ # Close multiple times
+ sharded_subscription.close()
+ sharded_subscription.close()
+ sharded_subscription.close()
+
+ # Should only cleanup once
+ mock_pubsub.sunsubscribe.assert_called_once_with("test-sharded-topic")
+ mock_pubsub.close.assert_called_once()
+ assert sharded_subscription._pubsub is None
+ assert sharded_subscription._closed.is_set()
+
+ def test_close_cleanup(self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock):
+ """Test that close() properly cleans up all resources."""
+ sharded_subscription._start_if_needed()
+ thread = sharded_subscription._listener_thread
+
+ sharded_subscription.close()
+
+ # Verify cleanup
+ mock_pubsub.sunsubscribe.assert_called_once_with("test-sharded-topic")
+ mock_pubsub.close.assert_called_once()
+ assert sharded_subscription._pubsub is None
+ assert sharded_subscription._listener_thread is None
+
+ # Wait for thread to finish (with timeout)
+ if thread and thread.is_alive():
+ thread.join(timeout=1.0)
+ assert not thread.is_alive()
+
+ # ==================== Message Processing Tests ====================
+
+ def test_message_iterator_with_messages(self, started_sharded_subscription: _RedisShardedSubscription):
+ """Test message iterator behavior with messages in queue."""
+ test_messages = [b"sharded_msg1", b"sharded_msg2", b"sharded_msg3"]
+
+ # Add messages to queue
+ for msg in test_messages:
+ started_sharded_subscription._queue.put_nowait(msg)
+
+ # Iterate through messages
+ iterator = iter(started_sharded_subscription)
+ received_messages = []
+
+ for msg in iterator:
+ received_messages.append(msg)
+ if len(received_messages) >= len(test_messages):
+ break
+
+ assert received_messages == test_messages
+
+ def test_message_iterator_when_closed(self, sharded_subscription: _RedisShardedSubscription):
+ """Test that iterator raises error when sharded subscription is closed."""
+ sharded_subscription.close()
+
+ with pytest.raises(SubscriptionClosedError, match="The Redis sharded subscription is closed"):
+ iter(sharded_subscription)
+
+ # ==================== Message Enqueue Tests ====================
+
+ def test_enqueue_message_success(self, started_sharded_subscription: _RedisShardedSubscription):
+ """Test successful message enqueue."""
+ payload = b"test sharded message"
+
+ started_sharded_subscription._enqueue_message(payload)
+
+ assert started_sharded_subscription._queue.qsize() == 1
+ assert started_sharded_subscription._queue.get_nowait() == payload
+
+ def test_enqueue_message_when_closed(self, sharded_subscription: _RedisShardedSubscription):
+ """Test message enqueue when sharded subscription is closed."""
+ sharded_subscription.close()
+ payload = b"test sharded message"
+
+ # Should not raise exception, but should not enqueue
+ sharded_subscription._enqueue_message(payload)
+
+ assert sharded_subscription._queue.empty()
+
+ def test_enqueue_message_with_full_queue(self, started_sharded_subscription: _RedisShardedSubscription):
+ """Test message enqueue with full queue (dropping behavior)."""
+ # Fill the queue
+ for i in range(started_sharded_subscription._queue.maxsize):
+ started_sharded_subscription._queue.put_nowait(f"old_msg_{i}".encode())
+
+ # Try to enqueue new message (should drop oldest)
+ new_message = b"new_sharded_message"
+ started_sharded_subscription._enqueue_message(new_message)
+
+ # Should have dropped one message and added new one
+ assert started_sharded_subscription._dropped_count == 1
+
+ # New message should be in queue
+ messages = []
+ while not started_sharded_subscription._queue.empty():
+ messages.append(started_sharded_subscription._queue.get_nowait())
+
+ assert new_message in messages
+
+ # ==================== Listener Thread Tests ====================
+
+ @patch("time.sleep", side_effect=lambda x: None) # Speed up test
+ def test_listener_thread_normal_operation(
+ self, mock_sleep, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock
+ ):
+ """Test sharded listener thread normal operation."""
+ # Mock sharded message from Redis
+ mock_message = {"type": "smessage", "channel": "test-sharded-topic", "data": b"test sharded payload"}
+ mock_pubsub.get_sharded_message.return_value = mock_message
+
+ # Start listener
+ sharded_subscription._start_if_needed()
+
+ # Wait a bit for processing
+ time.sleep(0.1)
+
+ # Verify message was processed
+ assert not sharded_subscription._queue.empty()
+ assert sharded_subscription._queue.get_nowait() == b"test sharded payload"
+
+ def test_listener_thread_ignores_subscribe_messages(
+ self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock
+ ):
+ """Test that listener thread ignores ssubscribe/sunsubscribe messages."""
+ mock_message = {"type": "ssubscribe", "channel": "test-sharded-topic", "data": 1}
+ mock_pubsub.get_sharded_message.return_value = mock_message
+
+ sharded_subscription._start_if_needed()
+ time.sleep(0.1)
+
+ # Should not enqueue ssubscribe messages
+ assert sharded_subscription._queue.empty()
+
+ def test_listener_thread_ignores_wrong_channel(
+ self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock
+ ):
+ """Test that listener thread ignores messages from wrong channels."""
+ mock_message = {"type": "smessage", "channel": "wrong-sharded-topic", "data": b"test payload"}
+ mock_pubsub.get_sharded_message.return_value = mock_message
+
+ sharded_subscription._start_if_needed()
+ time.sleep(0.1)
+
+ # Should not enqueue messages from wrong channels
+ assert sharded_subscription._queue.empty()
+
+ def test_listener_thread_ignores_regular_messages(
+ self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock
+ ):
+ """Test that listener thread ignores regular (non-sharded) messages."""
+ mock_message = {"type": "message", "channel": "test-sharded-topic", "data": b"test payload"}
+ mock_pubsub.get_sharded_message.return_value = mock_message
+
+ sharded_subscription._start_if_needed()
+ time.sleep(0.1)
+
+ # Should not enqueue regular messages in sharded subscription
+ assert sharded_subscription._queue.empty()
+
+ def test_listener_thread_handles_redis_exceptions(
+ self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock
+ ):
+ """Test that listener thread handles Redis exceptions gracefully."""
+ mock_pubsub.get_sharded_message.side_effect = Exception("Redis error")
+
+ sharded_subscription._start_if_needed()
+
+ # Wait for thread to handle exception
+ time.sleep(0.2)
+
+ # Thread should still be alive but not processing
+ assert sharded_subscription._listener_thread is not None
+ assert not sharded_subscription._listener_thread.is_alive()
+
+ def test_listener_thread_stops_when_closed(
+ self, sharded_subscription: _RedisShardedSubscription, mock_pubsub: MagicMock
+ ):
+ """Test that listener thread stops when sharded subscription is closed."""
+ sharded_subscription._start_if_needed()
+ thread = sharded_subscription._listener_thread
+
+ # Close subscription
+ sharded_subscription.close()
+
+ # Wait for thread to finish
+ if thread is not None and thread.is_alive():
+ thread.join(timeout=1.0)
+
+ assert thread is None or not thread.is_alive()
+
+ # ==================== Table-driven Tests ====================
+
+ @pytest.mark.parametrize(
+ "test_case",
+ [
+ SubscriptionTestCase(
+ name="basic_sharded_message",
+ buffer_size=5,
+ payload=b"hello sharded world",
+ expected_messages=[b"hello sharded world"],
+ description="Basic sharded message publishing and receiving",
+ ),
+ SubscriptionTestCase(
+ name="empty_sharded_message",
+ buffer_size=5,
+ payload=b"",
+ expected_messages=[b""],
+ description="Empty sharded message handling",
+ ),
+ SubscriptionTestCase(
+ name="large_sharded_message",
+ buffer_size=5,
+ payload=b"x" * 10000,
+ expected_messages=[b"x" * 10000],
+ description="Large sharded message handling",
+ ),
+ SubscriptionTestCase(
+ name="unicode_sharded_message",
+ buffer_size=5,
+ payload="你好世界".encode(),
+ expected_messages=["你好世界".encode()],
+ description="Unicode sharded message handling",
+ ),
+ ],
+ )
+ def test_sharded_subscription_scenarios(self, test_case: SubscriptionTestCase, mock_pubsub: MagicMock):
+ """Test various sharded subscription scenarios using table-driven approach."""
+ subscription = _RedisShardedSubscription(
+ pubsub=mock_pubsub,
+ topic="test-sharded-topic",
+ )
+
+ # Simulate receiving sharded message
+ mock_message = {"type": "smessage", "channel": "test-sharded-topic", "data": test_case.payload}
+ mock_pubsub.get_sharded_message.return_value = mock_message
+
+ try:
+ with subscription:
+ # Wait for message processing
+ time.sleep(0.1)
+
+ # Collect received messages
+ received = []
+ for msg in subscription:
+ received.append(msg)
+ if len(received) >= len(test_case.expected_messages):
+ break
+
+ assert received == test_case.expected_messages, f"Failed: {test_case.description}"
+ finally:
+ subscription.close()
+
+ def test_concurrent_close_and_enqueue(self, started_sharded_subscription: _RedisShardedSubscription):
+ """Test concurrent close and enqueue operations for sharded subscription."""
+ errors = []
+
+ def close_subscription():
+ try:
+ time.sleep(0.05) # Small delay
+ started_sharded_subscription.close()
+ except Exception as e:
+ errors.append(e)
+
+ def enqueue_messages():
+ try:
+ for i in range(50):
+ started_sharded_subscription._enqueue_message(f"sharded_msg_{i}".encode())
+ time.sleep(0.001)
+ except Exception as e:
+ errors.append(e)
+
+ # Start threads
+ close_thread = threading.Thread(target=close_subscription)
+ enqueue_thread = threading.Thread(target=enqueue_messages)
+
+ close_thread.start()
+ enqueue_thread.start()
+
+ # Wait for completion
+ close_thread.join(timeout=2.0)
+ enqueue_thread.join(timeout=2.0)
+
+ # Should not have any errors (operations should be safe)
+ assert len(errors) == 0
+
+ # ==================== Error Handling Tests ====================
+
+ def test_iterator_after_close(self, sharded_subscription: _RedisShardedSubscription):
+ """Test iterator behavior after close for sharded subscription."""
+ sharded_subscription.close()
+
+ with pytest.raises(SubscriptionClosedError, match="The Redis sharded subscription is closed"):
+ iter(sharded_subscription)
+
+ def test_start_after_close(self, sharded_subscription: _RedisShardedSubscription):
+ """Test start attempts after close for sharded subscription."""
+ sharded_subscription.close()
+
+ with pytest.raises(SubscriptionClosedError, match="The Redis sharded subscription is closed"):
+ sharded_subscription._start_if_needed()
+
+ def test_pubsub_none_operations(self, sharded_subscription: _RedisShardedSubscription):
+ """Test operations when pubsub is None for sharded subscription."""
+ sharded_subscription._pubsub = None
+
+ with pytest.raises(SubscriptionClosedError, match="The Redis sharded subscription has been cleaned up"):
+ sharded_subscription._start_if_needed()
+
+ # Close should still work
+ sharded_subscription.close() # Should not raise
+
+ def test_channel_name_variations(self, mock_pubsub: MagicMock):
+ """Test various sharded channel name formats."""
+ channel_names = [
+ "simple",
+ "with-dashes",
+ "with_underscores",
+ "with.numbers",
+ "WITH.UPPERCASE",
+ "mixed-CASE_name",
+ "very.long.sharded.channel.name.with.multiple.parts",
+ ]
+
+ for channel_name in channel_names:
+ subscription = _RedisShardedSubscription(
+ pubsub=mock_pubsub,
+ topic=channel_name,
+ )
+
+ subscription._start_if_needed()
+ mock_pubsub.ssubscribe.assert_called_with(channel_name)
+ subscription.close()
+
+ def test_receive_on_closed_sharded_subscription(self, sharded_subscription: _RedisShardedSubscription):
+ """Test receive method on closed sharded subscription."""
+ sharded_subscription.close()
+
+ with pytest.raises(SubscriptionClosedError):
+ sharded_subscription.receive()
+
+ def test_receive_with_timeout(self, started_sharded_subscription: _RedisShardedSubscription):
+ """Test receive method with timeout for sharded subscription."""
+ # Should return None when no message available and timeout expires
+ result = started_sharded_subscription.receive(timeout=0.01)
+ assert result is None
+
+ def test_receive_with_message(self, started_sharded_subscription: _RedisShardedSubscription):
+ """Test receive method when message is available for sharded subscription."""
+ test_message = b"test sharded receive"
+ started_sharded_subscription._queue.put_nowait(test_message)
+
+ result = started_sharded_subscription.receive(timeout=1.0)
+ assert result == test_message
+
+
+class TestRedisSubscriptionCommon:
+ """Parameterized tests for common Redis subscription functionality.
+
+ This test suite eliminates duplication by running the same tests against
+ both regular and sharded subscriptions using pytest.mark.parametrize.
+ """
+
+ @pytest.fixture(
+ params=[
+ ("regular", _RedisSubscription),
+ ("sharded", _RedisShardedSubscription),
+ ]
+ )
+ def subscription_params(self, request):
+ """Parameterized fixture providing subscription type and class."""
+ return request.param
+
+ @pytest.fixture
+ def mock_pubsub(self) -> MagicMock:
+ """Create a mock PubSub instance for testing."""
+ pubsub = MagicMock()
+ # Set up mock methods for both regular and sharded subscriptions
+ pubsub.subscribe = MagicMock()
+ pubsub.unsubscribe = MagicMock()
+ pubsub.ssubscribe = MagicMock() # type: ignore[attr-defined]
+ pubsub.sunsubscribe = MagicMock() # type: ignore[attr-defined]
+ pubsub.get_message = MagicMock()
+ pubsub.get_sharded_message = MagicMock() # type: ignore[attr-defined]
+ pubsub.close = MagicMock()
+ return pubsub
+
+ @pytest.fixture
+ def subscription(self, subscription_params, mock_pubsub: MagicMock):
+ """Create a subscription instance based on parameterized type."""
+ subscription_type, subscription_class = subscription_params
+ topic_name = f"test-{subscription_type}-topic"
+ subscription = subscription_class(
+ pubsub=mock_pubsub,
+ topic=topic_name,
+ )
+ yield subscription
+ subscription.close()
+
+ @pytest.fixture
+ def started_subscription(self, subscription):
+ """Create a subscription that has been started."""
+ subscription._start_if_needed()
+ return subscription
+
+ # ==================== Initialization Tests ====================
+
+ def test_subscription_initialization(self, subscription, subscription_params):
+ """Test that subscription is properly initialized."""
+ subscription_type, _ = subscription_params
+ expected_topic = f"test-{subscription_type}-topic"
+
+ assert subscription._pubsub is not None
+ assert subscription._topic == expected_topic
+ assert not subscription._closed.is_set()
+ assert subscription._dropped_count == 0
+ assert subscription._listener_thread is None
+ assert not subscription._started
+
+ def test_subscription_type(self, subscription, subscription_params):
+ """Test that subscription returns correct type."""
+ subscription_type, _ = subscription_params
+ assert subscription._get_subscription_type() == subscription_type
+
+ # ==================== Lifecycle Tests ====================
+
+ def test_start_if_needed_first_call(self, subscription, subscription_params, mock_pubsub: MagicMock):
+ """Test that _start_if_needed() properly starts subscription on first call."""
+ subscription_type, _ = subscription_params
+ subscription._start_if_needed()
+
+ if subscription_type == "regular":
+ mock_pubsub.subscribe.assert_called_once()
+ else:
+ mock_pubsub.ssubscribe.assert_called_once()
+
+ assert subscription._started is True
+ assert subscription._listener_thread is not None
+
+ def test_start_if_needed_subsequent_calls(self, started_subscription):
+ """Test that _start_if_needed() doesn't start subscription on subsequent calls."""
+ original_thread = started_subscription._listener_thread
+ started_subscription._start_if_needed()
+
+ # Should not create new thread
+ assert started_subscription._listener_thread is original_thread
+
+ def test_context_manager_usage(self, subscription, subscription_params, mock_pubsub: MagicMock):
+ """Test that subscription works as context manager."""
+ subscription_type, _ = subscription_params
+ expected_topic = f"test-{subscription_type}-topic"
+
+ with subscription as sub:
+ assert sub is subscription
+ assert subscription._started is True
+ if subscription_type == "regular":
+ mock_pubsub.subscribe.assert_called_with(expected_topic)
+ else:
+ mock_pubsub.ssubscribe.assert_called_with(expected_topic)
+
+ def test_close_idempotent(self, subscription, subscription_params, mock_pubsub: MagicMock):
+ """Test that close() is idempotent and can be called multiple times."""
+ subscription_type, _ = subscription_params
+ subscription._start_if_needed()
+
+ # Close multiple times
+ subscription.close()
+ subscription.close()
+ subscription.close()
+
+ # Should only cleanup once
+ if subscription_type == "regular":
+ mock_pubsub.unsubscribe.assert_called_once()
+ else:
+ mock_pubsub.sunsubscribe.assert_called_once()
+ mock_pubsub.close.assert_called_once()
+ assert subscription._pubsub is None
+ assert subscription._closed.is_set()
+
+ # ==================== Message Processing Tests ====================
+
+ def test_message_iterator_with_messages(self, started_subscription):
+ """Test message iterator behavior with messages in queue."""
+ test_messages = [b"msg1", b"msg2", b"msg3"]
+
+ # Add messages to queue
+ for msg in test_messages:
+ started_subscription._queue.put_nowait(msg)
+
+ # Iterate through messages
+ iterator = iter(started_subscription)
+ received_messages = []
+
+ for msg in iterator:
+ received_messages.append(msg)
+ if len(received_messages) >= len(test_messages):
+ break
+
+ assert received_messages == test_messages
+
+ def test_message_iterator_when_closed(self, subscription, subscription_params):
+ """Test that iterator raises error when subscription is closed."""
+ subscription_type, _ = subscription_params
+ subscription.close()
+
+ with pytest.raises(SubscriptionClosedError, match=f"The Redis {subscription_type} subscription is closed"):
+ iter(subscription)
+
+ # ==================== Message Enqueue Tests ====================
+
+ def test_enqueue_message_success(self, started_subscription):
+ """Test successful message enqueue."""
+ payload = b"test message"
+
+ started_subscription._enqueue_message(payload)
+
+ assert started_subscription._queue.qsize() == 1
+ assert started_subscription._queue.get_nowait() == payload
+
+ def test_enqueue_message_when_closed(self, subscription):
+ """Test message enqueue when subscription is closed."""
+ subscription.close()
+ payload = b"test message"
+
+ # Should not raise exception, but should not enqueue
+ subscription._enqueue_message(payload)
+
+ assert subscription._queue.empty()
+
+ def test_enqueue_message_with_full_queue(self, started_subscription):
+ """Test message enqueue with full queue (dropping behavior)."""
+ # Fill the queue
+ for i in range(started_subscription._queue.maxsize):
+ started_subscription._queue.put_nowait(f"old_msg_{i}".encode())
+
+ # Try to enqueue new message (should drop oldest)
+ new_message = b"new_message"
+ started_subscription._enqueue_message(new_message)
+
+ # Should have dropped one message and added new one
+ assert started_subscription._dropped_count == 1
+
+ # New message should be in queue
+ messages = []
+ while not started_subscription._queue.empty():
+ messages.append(started_subscription._queue.get_nowait())
+
+ assert new_message in messages
+
+ # ==================== Message Type Tests ====================
+
+ def test_get_message_type(self, subscription, subscription_params):
+ """Test that subscription returns correct message type."""
+ subscription_type, _ = subscription_params
+ expected_type = "message" if subscription_type == "regular" else "smessage"
+ assert subscription._get_message_type() == expected_type
+
+ # ==================== Error Handling Tests ====================
+
+ def test_start_if_needed_when_closed(self, subscription, subscription_params):
+ """Test that _start_if_needed() raises error when subscription is closed."""
+ subscription_type, _ = subscription_params
+ subscription.close()
+
+ with pytest.raises(SubscriptionClosedError, match=f"The Redis {subscription_type} subscription is closed"):
+ subscription._start_if_needed()
+
+ def test_start_if_needed_when_cleaned_up(self, subscription, subscription_params):
+ """Test that _start_if_needed() raises error when pubsub is None."""
+ subscription_type, _ = subscription_params
+ subscription._pubsub = None
+
+ with pytest.raises(
+ SubscriptionClosedError, match=f"The Redis {subscription_type} subscription has been cleaned up"
+ ):
+ subscription._start_if_needed()
+
+ def test_iterator_after_close(self, subscription, subscription_params):
+ """Test iterator behavior after close."""
+ subscription_type, _ = subscription_params
+ subscription.close()
+
+ with pytest.raises(SubscriptionClosedError, match=f"The Redis {subscription_type} subscription is closed"):
+ iter(subscription)
+
+ def test_start_after_close(self, subscription, subscription_params):
+ """Test start attempts after close."""
+ subscription_type, _ = subscription_params
+ subscription.close()
+
+ with pytest.raises(SubscriptionClosedError, match=f"The Redis {subscription_type} subscription is closed"):
+ subscription._start_if_needed()
+
+ def test_pubsub_none_operations(self, subscription, subscription_params):
+ """Test operations when pubsub is None."""
+ subscription_type, _ = subscription_params
+ subscription._pubsub = None
+
+ with pytest.raises(
+ SubscriptionClosedError, match=f"The Redis {subscription_type} subscription has been cleaned up"
+ ):
+ subscription._start_if_needed()
+
+ # Close should still work
+ subscription.close() # Should not raise
+
+ def test_receive_on_closed_subscription(self, subscription, subscription_params):
+ """Test receive method on closed subscription."""
+ subscription.close()
+
+ with pytest.raises(SubscriptionClosedError):
+ subscription.receive()
+
+ # ==================== Table-driven Tests ====================
+
+ @pytest.mark.parametrize(
+ "test_case",
+ [
+ SubscriptionTestCase(
+ name="basic_message",
+ buffer_size=5,
+ payload=b"hello world",
+ expected_messages=[b"hello world"],
+ description="Basic message publishing and receiving",
+ ),
+ SubscriptionTestCase(
+ name="empty_message",
+ buffer_size=5,
+ payload=b"",
+ expected_messages=[b""],
+ description="Empty message handling",
+ ),
+ SubscriptionTestCase(
+ name="large_message",
+ buffer_size=5,
+ payload=b"x" * 10000,
+ expected_messages=[b"x" * 10000],
+ description="Large message handling",
+ ),
+ SubscriptionTestCase(
+ name="unicode_message",
+ buffer_size=5,
+ payload="你好世界".encode(),
+ expected_messages=["你好世界".encode()],
+ description="Unicode message handling",
+ ),
+ ],
+ )
+ def test_subscription_scenarios(
+ self, test_case: SubscriptionTestCase, subscription, subscription_params, mock_pubsub: MagicMock
+ ):
+ """Test various subscription scenarios using table-driven approach."""
+ subscription_type, _ = subscription_params
+ expected_topic = f"test-{subscription_type}-topic"
+ expected_message_type = "message" if subscription_type == "regular" else "smessage"
+
+ # Simulate receiving message
+ mock_message = {"type": expected_message_type, "channel": expected_topic, "data": test_case.payload}
+
+ if subscription_type == "regular":
+ mock_pubsub.get_message.return_value = mock_message
+ else:
+ mock_pubsub.get_sharded_message.return_value = mock_message
+
+ try:
+ with subscription:
+ # Wait for message processing
+ time.sleep(0.1)
+
+ # Collect received messages
+ received = []
+ for msg in subscription:
+ received.append(msg)
+ if len(received) >= len(test_case.expected_messages):
+ break
+
+ assert received == test_case.expected_messages, f"Failed: {test_case.description}"
+ finally:
+ subscription.close()
+
+ # ==================== Concurrency Tests ====================
+
+ def test_concurrent_close_and_enqueue(self, started_subscription):
+ """Test concurrent close and enqueue operations."""
+ errors = []
+
+ def close_subscription():
+ try:
+ time.sleep(0.05) # Small delay
+ started_subscription.close()
+ except Exception as e:
+ errors.append(e)
+
+ def enqueue_messages():
+ try:
+ for i in range(50):
+ started_subscription._enqueue_message(f"msg_{i}".encode())
+ time.sleep(0.001)
+ except Exception as e:
+ errors.append(e)
+
+ # Start threads
+ close_thread = threading.Thread(target=close_subscription)
+ enqueue_thread = threading.Thread(target=enqueue_messages)
+
+ close_thread.start()
+ enqueue_thread.start()
+
+ # Wait for completion
+ close_thread.join(timeout=2.0)
+ enqueue_thread.join(timeout=2.0)
+
+ # Should not have any errors (operations should be safe)
+ assert len(errors) == 0
diff --git a/api/tests/unit_tests/models/test_account_models.py b/api/tests/unit_tests/models/test_account_models.py
new file mode 100644
index 0000000000..cc311d447f
--- /dev/null
+++ b/api/tests/unit_tests/models/test_account_models.py
@@ -0,0 +1,886 @@
+"""
+Comprehensive unit tests for Account model.
+
+This test suite covers:
+- Account model validation
+- Password hashing/verification
+- Account status transitions
+- Tenant relationship integrity
+- Email uniqueness constraints
+"""
+
+import base64
+import secrets
+from datetime import UTC, datetime
+from unittest.mock import MagicMock, patch
+from uuid import uuid4
+
+import pytest
+
+from libs.password import compare_password, hash_password, valid_password
+from models.account import Account, AccountStatus, Tenant, TenantAccountJoin, TenantAccountRole
+
+
+class TestAccountModelValidation:
+ """Test suite for Account model validation and basic operations."""
+
+ def test_account_creation_with_required_fields(self):
+ """Test creating an account with all required fields."""
+ # Arrange & Act
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ password="hashed_password",
+ password_salt="salt_value",
+ )
+
+ # Assert
+ assert account.name == "Test User"
+ assert account.email == "test@example.com"
+ assert account.password == "hashed_password"
+ assert account.password_salt == "salt_value"
+ assert account.status == "active" # Default value
+
+ def test_account_creation_with_optional_fields(self):
+ """Test creating an account with optional fields."""
+ # Arrange & Act
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ avatar="https://example.com/avatar.png",
+ interface_language="en-US",
+ interface_theme="dark",
+ timezone="America/New_York",
+ )
+
+ # Assert
+ assert account.avatar == "https://example.com/avatar.png"
+ assert account.interface_language == "en-US"
+ assert account.interface_theme == "dark"
+ assert account.timezone == "America/New_York"
+
+ def test_account_creation_without_password(self):
+ """Test creating an account without password (for invite-based registration)."""
+ # Arrange & Act
+ account = Account(
+ name="Invited User",
+ email="invited@example.com",
+ )
+
+ # Assert
+ assert account.password is None
+ assert account.password_salt is None
+ assert not account.is_password_set
+
+ def test_account_is_password_set_property(self):
+ """Test the is_password_set property."""
+ # Arrange
+ account_with_password = Account(
+ name="User With Password",
+ email="withpass@example.com",
+ password="hashed_password",
+ )
+ account_without_password = Account(
+ name="User Without Password",
+ email="nopass@example.com",
+ )
+
+ # Assert
+ assert account_with_password.is_password_set
+ assert not account_without_password.is_password_set
+
+ def test_account_default_status(self):
+ """Test that account has default status of 'active'."""
+ # Arrange & Act
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+
+ # Assert
+ assert account.status == "active"
+
+ def test_account_get_status_method(self):
+ """Test the get_status method returns AccountStatus enum."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ status="pending",
+ )
+
+ # Act
+ status = account.get_status()
+
+ # Assert
+ assert status == AccountStatus.PENDING
+ assert isinstance(status, AccountStatus)
+
+
+class TestPasswordHashingAndVerification:
+ """Test suite for password hashing and verification functionality."""
+
+ def test_password_hashing_produces_consistent_result(self):
+ """Test that hashing the same password with the same salt produces the same result."""
+ # Arrange
+ password = "TestPassword123"
+ salt = secrets.token_bytes(16)
+
+ # Act
+ hash1 = hash_password(password, salt)
+ hash2 = hash_password(password, salt)
+
+ # Assert
+ assert hash1 == hash2
+
+ def test_password_hashing_different_salts_produce_different_hashes(self):
+ """Test that different salts produce different hashes for the same password."""
+ # Arrange
+ password = "TestPassword123"
+ salt1 = secrets.token_bytes(16)
+ salt2 = secrets.token_bytes(16)
+
+ # Act
+ hash1 = hash_password(password, salt1)
+ hash2 = hash_password(password, salt2)
+
+ # Assert
+ assert hash1 != hash2
+
+ def test_password_comparison_success(self):
+ """Test successful password comparison."""
+ # Arrange
+ password = "TestPassword123"
+ salt = secrets.token_bytes(16)
+ password_hashed = hash_password(password, salt)
+
+ # Encode to base64 as done in the application
+ base64_salt = base64.b64encode(salt).decode()
+ base64_password_hashed = base64.b64encode(password_hashed).decode()
+
+ # Act
+ result = compare_password(password, base64_password_hashed, base64_salt)
+
+ # Assert
+ assert result is True
+
+ def test_password_comparison_failure(self):
+ """Test password comparison with wrong password."""
+ # Arrange
+ correct_password = "TestPassword123"
+ wrong_password = "WrongPassword456"
+ salt = secrets.token_bytes(16)
+ password_hashed = hash_password(correct_password, salt)
+
+ # Encode to base64
+ base64_salt = base64.b64encode(salt).decode()
+ base64_password_hashed = base64.b64encode(password_hashed).decode()
+
+ # Act
+ result = compare_password(wrong_password, base64_password_hashed, base64_salt)
+
+ # Assert
+ assert result is False
+
+ def test_valid_password_with_correct_format(self):
+ """Test password validation with correct format."""
+ # Arrange
+ valid_passwords = [
+ "Password123",
+ "Test1234",
+ "MySecure1Pass",
+ "abcdefgh1",
+ ]
+
+ # Act & Assert
+ for password in valid_passwords:
+ result = valid_password(password)
+ assert result == password
+
+ def test_valid_password_with_incorrect_format(self):
+ """Test password validation with incorrect format."""
+ # Arrange
+ invalid_passwords = [
+ "short1", # Too short
+ "NoNumbers", # No numbers
+ "12345678", # No letters
+ "Pass1", # Too short
+ ]
+
+ # Act & Assert
+ for password in invalid_passwords:
+ with pytest.raises(ValueError, match="Password must contain letters and numbers"):
+ valid_password(password)
+
+ def test_password_hashing_integration_with_account(self):
+ """Test password hashing integration with Account model."""
+ # Arrange
+ password = "SecurePass123"
+ salt = secrets.token_bytes(16)
+ base64_salt = base64.b64encode(salt).decode()
+ password_hashed = hash_password(password, salt)
+ base64_password_hashed = base64.b64encode(password_hashed).decode()
+
+ # Act
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ password=base64_password_hashed,
+ password_salt=base64_salt,
+ )
+
+ # Assert
+ assert account.is_password_set
+ assert compare_password(password, account.password, account.password_salt)
+
+
+class TestAccountStatusTransitions:
+ """Test suite for account status transitions."""
+
+ def test_account_status_enum_values(self):
+ """Test that AccountStatus enum has all expected values."""
+ # Assert
+ assert AccountStatus.PENDING == "pending"
+ assert AccountStatus.UNINITIALIZED == "uninitialized"
+ assert AccountStatus.ACTIVE == "active"
+ assert AccountStatus.BANNED == "banned"
+ assert AccountStatus.CLOSED == "closed"
+
+ def test_account_status_transition_pending_to_active(self):
+ """Test transitioning account status from pending to active."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ status=AccountStatus.PENDING,
+ )
+
+ # Act
+ account.status = AccountStatus.ACTIVE
+ account.initialized_at = datetime.now(UTC)
+
+ # Assert
+ assert account.get_status() == AccountStatus.ACTIVE
+ assert account.initialized_at is not None
+
+ def test_account_status_transition_active_to_banned(self):
+ """Test transitioning account status from active to banned."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ status=AccountStatus.ACTIVE,
+ )
+
+ # Act
+ account.status = AccountStatus.BANNED
+
+ # Assert
+ assert account.get_status() == AccountStatus.BANNED
+
+ def test_account_status_transition_active_to_closed(self):
+ """Test transitioning account status from active to closed."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ status=AccountStatus.ACTIVE,
+ )
+
+ # Act
+ account.status = AccountStatus.CLOSED
+
+ # Assert
+ assert account.get_status() == AccountStatus.CLOSED
+
+ def test_account_status_uninitialized(self):
+ """Test account with uninitialized status."""
+ # Arrange & Act
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ status=AccountStatus.UNINITIALIZED,
+ )
+
+ # Assert
+ assert account.get_status() == AccountStatus.UNINITIALIZED
+ assert account.initialized_at is None
+
+
+class TestTenantRelationshipIntegrity:
+ """Test suite for tenant relationship integrity."""
+
+ @patch("models.account.db")
+ def test_account_current_tenant_property(self, mock_db):
+ """Test the current_tenant property getter."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.id = str(uuid4())
+
+ tenant = Tenant(name="Test Tenant")
+ tenant.id = str(uuid4())
+
+ account._current_tenant = tenant
+
+ # Act
+ result = account.current_tenant
+
+ # Assert
+ assert result == tenant
+
+ @patch("models.account.Session")
+ @patch("models.account.db")
+ def test_account_current_tenant_setter_with_valid_tenant(self, mock_db, mock_session_class):
+ """Test setting current_tenant with a valid tenant relationship."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.id = str(uuid4())
+
+ tenant = Tenant(name="Test Tenant")
+ tenant.id = str(uuid4())
+
+ # Mock the session and queries
+ mock_session = MagicMock()
+ mock_session_class.return_value.__enter__.return_value = mock_session
+
+ # Mock TenantAccountJoin query result
+ tenant_join = TenantAccountJoin(
+ tenant_id=tenant.id,
+ account_id=account.id,
+ role=TenantAccountRole.OWNER,
+ )
+ mock_session.scalar.return_value = tenant_join
+
+ # Mock Tenant query result
+ mock_session.scalars.return_value.one.return_value = tenant
+
+ # Act
+ account.current_tenant = tenant
+
+ # Assert
+ assert account._current_tenant == tenant
+ assert account.role == TenantAccountRole.OWNER
+
+ @patch("models.account.Session")
+ @patch("models.account.db")
+ def test_account_current_tenant_setter_without_relationship(self, mock_db, mock_session_class):
+ """Test setting current_tenant when no relationship exists."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.id = str(uuid4())
+
+ tenant = Tenant(name="Test Tenant")
+ tenant.id = str(uuid4())
+
+ # Mock the session and queries
+ mock_session = MagicMock()
+ mock_session_class.return_value.__enter__.return_value = mock_session
+
+ # Mock no TenantAccountJoin found
+ mock_session.scalar.return_value = None
+
+ # Act
+ account.current_tenant = tenant
+
+ # Assert
+ assert account._current_tenant is None
+
+ def test_account_current_tenant_id_property(self):
+ """Test the current_tenant_id property."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ tenant = Tenant(name="Test Tenant")
+ tenant.id = str(uuid4())
+
+ # Act - with tenant
+ account._current_tenant = tenant
+ tenant_id = account.current_tenant_id
+
+ # Assert
+ assert tenant_id == tenant.id
+
+ # Act - without tenant
+ account._current_tenant = None
+ tenant_id_none = account.current_tenant_id
+
+ # Assert
+ assert tenant_id_none is None
+
+ @patch("models.account.Session")
+ @patch("models.account.db")
+ def test_account_set_tenant_id_method(self, mock_db, mock_session_class):
+ """Test the set_tenant_id method."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.id = str(uuid4())
+
+ tenant = Tenant(name="Test Tenant")
+ tenant.id = str(uuid4())
+
+ tenant_join = TenantAccountJoin(
+ tenant_id=tenant.id,
+ account_id=account.id,
+ role=TenantAccountRole.ADMIN,
+ )
+
+ # Mock the session and queries
+ mock_session = MagicMock()
+ mock_session_class.return_value.__enter__.return_value = mock_session
+ mock_session.execute.return_value.first.return_value = (tenant, tenant_join)
+
+ # Act
+ account.set_tenant_id(tenant.id)
+
+ # Assert
+ assert account._current_tenant == tenant
+ assert account.role == TenantAccountRole.ADMIN
+
+ @patch("models.account.Session")
+ @patch("models.account.db")
+ def test_account_set_tenant_id_with_no_relationship(self, mock_db, mock_session_class):
+ """Test set_tenant_id when no relationship exists."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.id = str(uuid4())
+ tenant_id = str(uuid4())
+
+ # Mock the session and queries
+ mock_session = MagicMock()
+ mock_session_class.return_value.__enter__.return_value = mock_session
+ mock_session.execute.return_value.first.return_value = None
+
+ # Act
+ account.set_tenant_id(tenant_id)
+
+ # Assert - should not set tenant when no relationship exists
+ # The method returns early without setting _current_tenant
+
+
+class TestAccountRolePermissions:
+ """Test suite for account role permissions."""
+
+ def test_is_admin_or_owner_with_admin_role(self):
+ """Test is_admin_or_owner property with admin role."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.role = TenantAccountRole.ADMIN
+
+ # Act & Assert
+ assert account.is_admin_or_owner
+
+ def test_is_admin_or_owner_with_owner_role(self):
+ """Test is_admin_or_owner property with owner role."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.role = TenantAccountRole.OWNER
+
+ # Act & Assert
+ assert account.is_admin_or_owner
+
+ def test_is_admin_or_owner_with_normal_role(self):
+ """Test is_admin_or_owner property with normal role."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ )
+ account.role = TenantAccountRole.NORMAL
+
+ # Act & Assert
+ assert not account.is_admin_or_owner
+
+ def test_is_admin_property(self):
+ """Test is_admin property."""
+ # Arrange
+ admin_account = Account(name="Admin", email="admin@example.com")
+ admin_account.role = TenantAccountRole.ADMIN
+
+ owner_account = Account(name="Owner", email="owner@example.com")
+ owner_account.role = TenantAccountRole.OWNER
+
+ # Act & Assert
+ assert admin_account.is_admin
+ assert not owner_account.is_admin
+
+ def test_has_edit_permission_with_editing_roles(self):
+ """Test has_edit_permission property with roles that have edit permission."""
+ # Arrange
+ roles_with_edit = [
+ TenantAccountRole.OWNER,
+ TenantAccountRole.ADMIN,
+ TenantAccountRole.EDITOR,
+ ]
+
+ for role in roles_with_edit:
+ account = Account(name="Test User", email=f"test_{role}@example.com")
+ account.role = role
+
+ # Act & Assert
+ assert account.has_edit_permission, f"Role {role} should have edit permission"
+
+ def test_has_edit_permission_without_editing_roles(self):
+ """Test has_edit_permission property with roles that don't have edit permission."""
+ # Arrange
+ roles_without_edit = [
+ TenantAccountRole.NORMAL,
+ TenantAccountRole.DATASET_OPERATOR,
+ ]
+
+ for role in roles_without_edit:
+ account = Account(name="Test User", email=f"test_{role}@example.com")
+ account.role = role
+
+ # Act & Assert
+ assert not account.has_edit_permission, f"Role {role} should not have edit permission"
+
+ def test_is_dataset_editor_property(self):
+ """Test is_dataset_editor property."""
+ # Arrange
+ dataset_roles = [
+ TenantAccountRole.OWNER,
+ TenantAccountRole.ADMIN,
+ TenantAccountRole.EDITOR,
+ TenantAccountRole.DATASET_OPERATOR,
+ ]
+
+ for role in dataset_roles:
+ account = Account(name="Test User", email=f"test_{role}@example.com")
+ account.role = role
+
+ # Act & Assert
+ assert account.is_dataset_editor, f"Role {role} should have dataset edit permission"
+
+ # Test normal role doesn't have dataset edit permission
+ normal_account = Account(name="Normal User", email="normal@example.com")
+ normal_account.role = TenantAccountRole.NORMAL
+ assert not normal_account.is_dataset_editor
+
+ def test_is_dataset_operator_property(self):
+ """Test is_dataset_operator property."""
+ # Arrange
+ dataset_operator = Account(name="Dataset Operator", email="operator@example.com")
+ dataset_operator.role = TenantAccountRole.DATASET_OPERATOR
+
+ normal_account = Account(name="Normal User", email="normal@example.com")
+ normal_account.role = TenantAccountRole.NORMAL
+
+ # Act & Assert
+ assert dataset_operator.is_dataset_operator
+ assert not normal_account.is_dataset_operator
+
+ def test_current_role_property(self):
+ """Test current_role property."""
+ # Arrange
+ account = Account(name="Test User", email="test@example.com")
+ account.role = TenantAccountRole.EDITOR
+
+ # Act
+ current_role = account.current_role
+
+ # Assert
+ assert current_role == TenantAccountRole.EDITOR
+
+
+class TestAccountGetByOpenId:
+ """Test suite for get_by_openid class method."""
+
+ @patch("models.account.db")
+ def test_get_by_openid_success(self, mock_db):
+ """Test successful retrieval of account by OpenID."""
+ # Arrange
+ provider = "google"
+ open_id = "google_user_123"
+ account_id = str(uuid4())
+
+ mock_account_integrate = MagicMock()
+ mock_account_integrate.account_id = account_id
+
+ mock_account = Account(name="Test User", email="test@example.com")
+ mock_account.id = account_id
+
+ # Mock the query chain
+ mock_query = MagicMock()
+ mock_where = MagicMock()
+ mock_where.one_or_none.return_value = mock_account_integrate
+ mock_query.where.return_value = mock_where
+ mock_db.session.query.return_value = mock_query
+
+ # Mock the second query for account
+ mock_account_query = MagicMock()
+ mock_account_where = MagicMock()
+ mock_account_where.one_or_none.return_value = mock_account
+ mock_account_query.where.return_value = mock_account_where
+
+ # Setup query to return different results based on model
+ def query_side_effect(model):
+ if model.__name__ == "AccountIntegrate":
+ return mock_query
+ elif model.__name__ == "Account":
+ return mock_account_query
+ return MagicMock()
+
+ mock_db.session.query.side_effect = query_side_effect
+
+ # Act
+ result = Account.get_by_openid(provider, open_id)
+
+ # Assert
+ assert result == mock_account
+
+ @patch("models.account.db")
+ def test_get_by_openid_not_found(self, mock_db):
+ """Test get_by_openid when account integrate doesn't exist."""
+ # Arrange
+ provider = "github"
+ open_id = "github_user_456"
+
+ # Mock the query chain to return None
+ mock_query = MagicMock()
+ mock_where = MagicMock()
+ mock_where.one_or_none.return_value = None
+ mock_query.where.return_value = mock_where
+ mock_db.session.query.return_value = mock_query
+
+ # Act
+ result = Account.get_by_openid(provider, open_id)
+
+ # Assert
+ assert result is None
+
+
+class TestTenantAccountJoinModel:
+ """Test suite for TenantAccountJoin model."""
+
+ def test_tenant_account_join_creation(self):
+ """Test creating a TenantAccountJoin record."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account_id = str(uuid4())
+
+ # Act
+ join = TenantAccountJoin(
+ tenant_id=tenant_id,
+ account_id=account_id,
+ role=TenantAccountRole.NORMAL,
+ current=True,
+ )
+
+ # Assert
+ assert join.tenant_id == tenant_id
+ assert join.account_id == account_id
+ assert join.role == TenantAccountRole.NORMAL
+ assert join.current is True
+
+ def test_tenant_account_join_default_values(self):
+ """Test default values for TenantAccountJoin."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account_id = str(uuid4())
+
+ # Act
+ join = TenantAccountJoin(
+ tenant_id=tenant_id,
+ account_id=account_id,
+ )
+
+ # Assert
+ assert join.current is False # Default value
+ assert join.role == "normal" # Default value
+ assert join.invited_by is None # Default value
+
+ def test_tenant_account_join_with_invited_by(self):
+ """Test TenantAccountJoin with invited_by field."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account_id = str(uuid4())
+ inviter_id = str(uuid4())
+
+ # Act
+ join = TenantAccountJoin(
+ tenant_id=tenant_id,
+ account_id=account_id,
+ role=TenantAccountRole.EDITOR,
+ invited_by=inviter_id,
+ )
+
+ # Assert
+ assert join.invited_by == inviter_id
+
+
+class TestTenantModel:
+ """Test suite for Tenant model."""
+
+ def test_tenant_creation(self):
+ """Test creating a Tenant."""
+ # Arrange & Act
+ tenant = Tenant(name="Test Workspace")
+
+ # Assert
+ assert tenant.name == "Test Workspace"
+ assert tenant.status == "normal" # Default value
+ assert tenant.plan == "basic" # Default value
+
+ def test_tenant_custom_config_dict_property(self):
+ """Test custom_config_dict property getter."""
+ # Arrange
+ tenant = Tenant(name="Test Workspace")
+ config = {"feature1": True, "feature2": "value"}
+ tenant.custom_config = '{"feature1": true, "feature2": "value"}'
+
+ # Act
+ result = tenant.custom_config_dict
+
+ # Assert
+ assert result["feature1"] is True
+ assert result["feature2"] == "value"
+
+ def test_tenant_custom_config_dict_property_empty(self):
+ """Test custom_config_dict property with empty config."""
+ # Arrange
+ tenant = Tenant(name="Test Workspace")
+ tenant.custom_config = None
+
+ # Act
+ result = tenant.custom_config_dict
+
+ # Assert
+ assert result == {}
+
+ def test_tenant_custom_config_dict_setter(self):
+ """Test custom_config_dict property setter."""
+ # Arrange
+ tenant = Tenant(name="Test Workspace")
+ config = {"feature1": True, "feature2": "value"}
+
+ # Act
+ tenant.custom_config_dict = config
+
+ # Assert
+ assert tenant.custom_config == '{"feature1": true, "feature2": "value"}'
+
+ @patch("models.account.db")
+ def test_tenant_get_accounts(self, mock_db):
+ """Test getting accounts associated with a tenant."""
+ # Arrange
+ tenant = Tenant(name="Test Workspace")
+ tenant.id = str(uuid4())
+
+ account1 = Account(name="User 1", email="user1@example.com")
+ account1.id = str(uuid4())
+ account2 = Account(name="User 2", email="user2@example.com")
+ account2.id = str(uuid4())
+
+ # Mock the query chain
+ mock_scalars = MagicMock()
+ mock_scalars.all.return_value = [account1, account2]
+ mock_db.session.scalars.return_value = mock_scalars
+
+ # Act
+ accounts = tenant.get_accounts()
+
+ # Assert
+ assert len(accounts) == 2
+ assert account1 in accounts
+ assert account2 in accounts
+
+
+class TestTenantStatusEnum:
+ """Test suite for TenantStatus enum."""
+
+ def test_tenant_status_enum_values(self):
+ """Test TenantStatus enum values."""
+ # Arrange & Act
+ from models.account import TenantStatus
+
+ # Assert
+ assert TenantStatus.NORMAL == "normal"
+ assert TenantStatus.ARCHIVE == "archive"
+
+
+class TestAccountIntegration:
+ """Integration tests for Account model with related models."""
+
+ def test_account_with_multiple_tenants(self):
+ """Test account associated with multiple tenants."""
+ # Arrange
+ account = Account(name="Multi-Tenant User", email="multi@example.com")
+ account.id = str(uuid4())
+
+ tenant1_id = str(uuid4())
+ tenant2_id = str(uuid4())
+
+ join1 = TenantAccountJoin(
+ tenant_id=tenant1_id,
+ account_id=account.id,
+ role=TenantAccountRole.OWNER,
+ current=True,
+ )
+
+ join2 = TenantAccountJoin(
+ tenant_id=tenant2_id,
+ account_id=account.id,
+ role=TenantAccountRole.NORMAL,
+ current=False,
+ )
+
+ # Assert - verify the joins are created correctly
+ assert join1.account_id == account.id
+ assert join2.account_id == account.id
+ assert join1.current is True
+ assert join2.current is False
+
+ def test_account_last_login_tracking(self):
+ """Test account last login tracking."""
+ # Arrange
+ account = Account(name="Test User", email="test@example.com")
+ login_time = datetime.now(UTC)
+ login_ip = "192.168.1.1"
+
+ # Act
+ account.last_login_at = login_time
+ account.last_login_ip = login_ip
+
+ # Assert
+ assert account.last_login_at == login_time
+ assert account.last_login_ip == login_ip
+
+ def test_account_initialization_tracking(self):
+ """Test account initialization tracking."""
+ # Arrange
+ account = Account(
+ name="Test User",
+ email="test@example.com",
+ status=AccountStatus.PENDING,
+ )
+
+ # Act - simulate initialization
+ account.status = AccountStatus.ACTIVE
+ account.initialized_at = datetime.now(UTC)
+
+ # Assert
+ assert account.get_status() == AccountStatus.ACTIVE
+ assert account.initialized_at is not None
diff --git a/api/tests/unit_tests/models/test_app_models.py b/api/tests/unit_tests/models/test_app_models.py
new file mode 100644
index 0000000000..268ba1282a
--- /dev/null
+++ b/api/tests/unit_tests/models/test_app_models.py
@@ -0,0 +1,1151 @@
+"""
+Comprehensive unit tests for App models.
+
+This test suite covers:
+- App configuration validation
+- App-Message relationships
+- Conversation model integrity
+- Annotation model relationships
+"""
+
+import json
+from datetime import UTC, datetime
+from decimal import Decimal
+from unittest.mock import MagicMock, patch
+from uuid import uuid4
+
+import pytest
+
+from models.model import (
+ App,
+ AppAnnotationHitHistory,
+ AppAnnotationSetting,
+ AppMode,
+ AppModelConfig,
+ Conversation,
+ IconType,
+ Message,
+ MessageAnnotation,
+ Site,
+)
+
+
+class TestAppModelValidation:
+ """Test suite for App model validation and basic operations."""
+
+ def test_app_creation_with_required_fields(self):
+ """Test creating an app with all required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ app = App(
+ tenant_id=tenant_id,
+ name="Test App",
+ mode=AppMode.CHAT,
+ enable_site=True,
+ enable_api=False,
+ created_by=created_by,
+ )
+
+ # Assert
+ assert app.name == "Test App"
+ assert app.tenant_id == tenant_id
+ assert app.mode == AppMode.CHAT
+ assert app.enable_site is True
+ assert app.enable_api is False
+ assert app.created_by == created_by
+
+ def test_app_creation_with_optional_fields(self):
+ """Test creating an app with optional fields."""
+ # Arrange & Act
+ app = App(
+ tenant_id=str(uuid4()),
+ name="Test App",
+ mode=AppMode.COMPLETION,
+ enable_site=True,
+ enable_api=True,
+ created_by=str(uuid4()),
+ description="Test description",
+ icon_type=IconType.EMOJI,
+ icon="🤖",
+ icon_background="#FF5733",
+ is_demo=True,
+ is_public=False,
+ api_rpm=100,
+ api_rph=1000,
+ )
+
+ # Assert
+ assert app.description == "Test description"
+ assert app.icon_type == IconType.EMOJI
+ assert app.icon == "🤖"
+ assert app.icon_background == "#FF5733"
+ assert app.is_demo is True
+ assert app.is_public is False
+ assert app.api_rpm == 100
+ assert app.api_rph == 1000
+
+ def test_app_mode_validation(self):
+ """Test app mode enum values."""
+ # Assert
+ expected_modes = {
+ "chat",
+ "completion",
+ "workflow",
+ "advanced-chat",
+ "agent-chat",
+ "channel",
+ "rag-pipeline",
+ }
+ assert {mode.value for mode in AppMode} == expected_modes
+
+ def test_app_mode_value_of(self):
+ """Test AppMode.value_of method."""
+ # Act & Assert
+ assert AppMode.value_of("chat") == AppMode.CHAT
+ assert AppMode.value_of("completion") == AppMode.COMPLETION
+ assert AppMode.value_of("workflow") == AppMode.WORKFLOW
+
+ with pytest.raises(ValueError, match="invalid mode value"):
+ AppMode.value_of("invalid_mode")
+
+ def test_icon_type_validation(self):
+ """Test icon type enum values."""
+ # Assert
+ assert {t.value for t in IconType} == {"image", "emoji"}
+
+ def test_app_desc_or_prompt_with_description(self):
+ """Test desc_or_prompt property when description exists."""
+ # Arrange
+ app = App(
+ tenant_id=str(uuid4()),
+ name="Test App",
+ mode=AppMode.CHAT,
+ enable_site=True,
+ enable_api=False,
+ created_by=str(uuid4()),
+ description="App description",
+ )
+
+ # Act
+ result = app.desc_or_prompt
+
+ # Assert
+ assert result == "App description"
+
+ def test_app_desc_or_prompt_without_description(self):
+ """Test desc_or_prompt property when description is empty."""
+ # Arrange
+ app = App(
+ tenant_id=str(uuid4()),
+ name="Test App",
+ mode=AppMode.CHAT,
+ enable_site=True,
+ enable_api=False,
+ created_by=str(uuid4()),
+ description="",
+ )
+
+ # Mock app_model_config property
+ with patch.object(App, "app_model_config", new_callable=lambda: property(lambda self: None)):
+ # Act
+ result = app.desc_or_prompt
+
+ # Assert
+ assert result == ""
+
+ def test_app_is_agent_property_false(self):
+ """Test is_agent property returns False when not configured as agent."""
+ # Arrange
+ app = App(
+ tenant_id=str(uuid4()),
+ name="Test App",
+ mode=AppMode.CHAT,
+ enable_site=True,
+ enable_api=False,
+ created_by=str(uuid4()),
+ )
+
+ # Mock app_model_config to return None
+ with patch.object(App, "app_model_config", new_callable=lambda: property(lambda self: None)):
+ # Act
+ result = app.is_agent
+
+ # Assert
+ assert result is False
+
+ def test_app_mode_compatible_with_agent(self):
+ """Test mode_compatible_with_agent property."""
+ # Arrange
+ app = App(
+ tenant_id=str(uuid4()),
+ name="Test App",
+ mode=AppMode.CHAT,
+ enable_site=True,
+ enable_api=False,
+ created_by=str(uuid4()),
+ )
+
+ # Mock is_agent to return False
+ with patch.object(App, "is_agent", new_callable=lambda: property(lambda self: False)):
+ # Act
+ result = app.mode_compatible_with_agent
+
+ # Assert
+ assert result == AppMode.CHAT
+
+
+class TestAppModelConfig:
+ """Test suite for AppModelConfig model."""
+
+ def test_app_model_config_creation(self):
+ """Test creating an AppModelConfig."""
+ # Arrange
+ app_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ config = AppModelConfig(
+ app_id=app_id,
+ provider="openai",
+ model_id="gpt-4",
+ created_by=created_by,
+ )
+
+ # Assert
+ assert config.app_id == app_id
+ assert config.provider == "openai"
+ assert config.model_id == "gpt-4"
+ assert config.created_by == created_by
+
+ def test_app_model_config_with_configs_json(self):
+ """Test AppModelConfig with JSON configs."""
+ # Arrange
+ configs = {"temperature": 0.7, "max_tokens": 1000}
+
+ # Act
+ config = AppModelConfig(
+ app_id=str(uuid4()),
+ provider="openai",
+ model_id="gpt-4",
+ created_by=str(uuid4()),
+ configs=configs,
+ )
+
+ # Assert
+ assert config.configs == configs
+
+ def test_app_model_config_model_dict_property(self):
+ """Test model_dict property."""
+ # Arrange
+ model_data = {"provider": "openai", "name": "gpt-4"}
+ config = AppModelConfig(
+ app_id=str(uuid4()),
+ provider="openai",
+ model_id="gpt-4",
+ created_by=str(uuid4()),
+ model=json.dumps(model_data),
+ )
+
+ # Act
+ result = config.model_dict
+
+ # Assert
+ assert result == model_data
+
+ def test_app_model_config_model_dict_empty(self):
+ """Test model_dict property when model is None."""
+ # Arrange
+ config = AppModelConfig(
+ app_id=str(uuid4()),
+ provider="openai",
+ model_id="gpt-4",
+ created_by=str(uuid4()),
+ model=None,
+ )
+
+ # Act
+ result = config.model_dict
+
+ # Assert
+ assert result == {}
+
+ def test_app_model_config_suggested_questions_list(self):
+ """Test suggested_questions_list property."""
+ # Arrange
+ questions = ["What can you do?", "How does this work?"]
+ config = AppModelConfig(
+ app_id=str(uuid4()),
+ provider="openai",
+ model_id="gpt-4",
+ created_by=str(uuid4()),
+ suggested_questions=json.dumps(questions),
+ )
+
+ # Act
+ result = config.suggested_questions_list
+
+ # Assert
+ assert result == questions
+
+ def test_app_model_config_annotation_reply_dict_disabled(self):
+ """Test annotation_reply_dict when annotation is disabled."""
+ # Arrange
+ config = AppModelConfig(
+ app_id=str(uuid4()),
+ provider="openai",
+ model_id="gpt-4",
+ created_by=str(uuid4()),
+ )
+
+ # Mock database query to return None
+ with patch("models.model.db.session.query") as mock_query:
+ mock_query.return_value.where.return_value.first.return_value = None
+
+ # Act
+ result = config.annotation_reply_dict
+
+ # Assert
+ assert result == {"enabled": False}
+
+
+class TestConversationModel:
+ """Test suite for Conversation model integrity."""
+
+ def test_conversation_creation_with_required_fields(self):
+ """Test creating a conversation with required fields."""
+ # Arrange
+ app_id = str(uuid4())
+ from_end_user_id = str(uuid4())
+
+ # Act
+ conversation = Conversation(
+ app_id=app_id,
+ mode=AppMode.CHAT,
+ name="Test Conversation",
+ status="normal",
+ from_source="api",
+ from_end_user_id=from_end_user_id,
+ )
+
+ # Assert
+ assert conversation.app_id == app_id
+ assert conversation.mode == AppMode.CHAT
+ assert conversation.name == "Test Conversation"
+ assert conversation.status == "normal"
+ assert conversation.from_source == "api"
+ assert conversation.from_end_user_id == from_end_user_id
+
+ def test_conversation_with_inputs(self):
+ """Test conversation inputs property."""
+ # Arrange
+ inputs = {"query": "Hello", "context": "test"}
+ conversation = Conversation(
+ app_id=str(uuid4()),
+ mode=AppMode.CHAT,
+ name="Test Conversation",
+ status="normal",
+ from_source="api",
+ from_end_user_id=str(uuid4()),
+ )
+ conversation._inputs = inputs
+
+ # Act
+ result = conversation.inputs
+
+ # Assert
+ assert result == inputs
+
+ def test_conversation_inputs_setter(self):
+ """Test conversation inputs setter."""
+ # Arrange
+ conversation = Conversation(
+ app_id=str(uuid4()),
+ mode=AppMode.CHAT,
+ name="Test Conversation",
+ status="normal",
+ from_source="api",
+ from_end_user_id=str(uuid4()),
+ )
+ inputs = {"query": "Hello", "context": "test"}
+
+ # Act
+ conversation.inputs = inputs
+
+ # Assert
+ assert conversation._inputs == inputs
+
+ def test_conversation_summary_or_query_with_summary(self):
+ """Test summary_or_query property when summary exists."""
+ # Arrange
+ conversation = Conversation(
+ app_id=str(uuid4()),
+ mode=AppMode.CHAT,
+ name="Test Conversation",
+ status="normal",
+ from_source="api",
+ from_end_user_id=str(uuid4()),
+ summary="Test summary",
+ )
+
+ # Act
+ result = conversation.summary_or_query
+
+ # Assert
+ assert result == "Test summary"
+
+ def test_conversation_summary_or_query_without_summary(self):
+ """Test summary_or_query property when summary is empty."""
+ # Arrange
+ conversation = Conversation(
+ app_id=str(uuid4()),
+ mode=AppMode.CHAT,
+ name="Test Conversation",
+ status="normal",
+ from_source="api",
+ from_end_user_id=str(uuid4()),
+ summary=None,
+ )
+
+ # Mock first_message to return a message with query
+ mock_message = MagicMock()
+ mock_message.query = "First message query"
+ with patch.object(Conversation, "first_message", new_callable=lambda: property(lambda self: mock_message)):
+ # Act
+ result = conversation.summary_or_query
+
+ # Assert
+ assert result == "First message query"
+
+ def test_conversation_in_debug_mode(self):
+ """Test in_debug_mode property."""
+ # Arrange
+ conversation = Conversation(
+ app_id=str(uuid4()),
+ mode=AppMode.CHAT,
+ name="Test Conversation",
+ status="normal",
+ from_source="api",
+ from_end_user_id=str(uuid4()),
+ override_model_configs='{"model": "gpt-4"}',
+ )
+
+ # Act
+ result = conversation.in_debug_mode
+
+ # Assert
+ assert result is True
+
+ def test_conversation_to_dict_serialization(self):
+ """Test conversation to_dict method."""
+ # Arrange
+ app_id = str(uuid4())
+ from_end_user_id = str(uuid4())
+ conversation = Conversation(
+ app_id=app_id,
+ mode=AppMode.CHAT,
+ name="Test Conversation",
+ status="normal",
+ from_source="api",
+ from_end_user_id=from_end_user_id,
+ dialogue_count=5,
+ )
+ conversation.id = str(uuid4())
+ conversation._inputs = {"query": "test"}
+
+ # Act
+ result = conversation.to_dict()
+
+ # Assert
+ assert result["id"] == conversation.id
+ assert result["app_id"] == app_id
+ assert result["mode"] == AppMode.CHAT
+ assert result["name"] == "Test Conversation"
+ assert result["status"] == "normal"
+ assert result["from_source"] == "api"
+ assert result["from_end_user_id"] == from_end_user_id
+ assert result["dialogue_count"] == 5
+ assert result["inputs"] == {"query": "test"}
+
+
+class TestMessageModel:
+ """Test suite for Message model and App-Message relationships."""
+
+ def test_message_creation_with_required_fields(self):
+ """Test creating a message with required fields."""
+ # Arrange
+ app_id = str(uuid4())
+ conversation_id = str(uuid4())
+
+ # Act
+ message = Message(
+ app_id=app_id,
+ conversation_id=conversation_id,
+ query="What is AI?",
+ message={"role": "user", "content": "What is AI?"},
+ answer="AI stands for Artificial Intelligence.",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ currency="USD",
+ from_source="api",
+ )
+
+ # Assert
+ assert message.app_id == app_id
+ assert message.conversation_id == conversation_id
+ assert message.query == "What is AI?"
+ assert message.answer == "AI stands for Artificial Intelligence."
+ assert message.currency == "USD"
+ assert message.from_source == "api"
+
+ def test_message_with_inputs(self):
+ """Test message inputs property."""
+ # Arrange
+ inputs = {"query": "Hello", "context": "test"}
+ message = Message(
+ app_id=str(uuid4()),
+ conversation_id=str(uuid4()),
+ query="Test query",
+ message={"role": "user", "content": "Test"},
+ answer="Test answer",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ currency="USD",
+ from_source="api",
+ )
+ message._inputs = inputs
+
+ # Act
+ result = message.inputs
+
+ # Assert
+ assert result == inputs
+
+ def test_message_inputs_setter(self):
+ """Test message inputs setter."""
+ # Arrange
+ message = Message(
+ app_id=str(uuid4()),
+ conversation_id=str(uuid4()),
+ query="Test query",
+ message={"role": "user", "content": "Test"},
+ answer="Test answer",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ currency="USD",
+ from_source="api",
+ )
+ inputs = {"query": "Hello", "context": "test"}
+
+ # Act
+ message.inputs = inputs
+
+ # Assert
+ assert message._inputs == inputs
+
+ def test_message_in_debug_mode(self):
+ """Test message in_debug_mode property."""
+ # Arrange
+ message = Message(
+ app_id=str(uuid4()),
+ conversation_id=str(uuid4()),
+ query="Test query",
+ message={"role": "user", "content": "Test"},
+ answer="Test answer",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ currency="USD",
+ from_source="api",
+ override_model_configs='{"model": "gpt-4"}',
+ )
+
+ # Act
+ result = message.in_debug_mode
+
+ # Assert
+ assert result is True
+
+ def test_message_metadata_dict_property(self):
+ """Test message_metadata_dict property."""
+ # Arrange
+ metadata = {"retriever_resources": ["doc1", "doc2"], "usage": {"tokens": 100}}
+ message = Message(
+ app_id=str(uuid4()),
+ conversation_id=str(uuid4()),
+ query="Test query",
+ message={"role": "user", "content": "Test"},
+ answer="Test answer",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ currency="USD",
+ from_source="api",
+ message_metadata=json.dumps(metadata),
+ )
+
+ # Act
+ result = message.message_metadata_dict
+
+ # Assert
+ assert result == metadata
+
+ def test_message_metadata_dict_empty(self):
+ """Test message_metadata_dict when metadata is None."""
+ # Arrange
+ message = Message(
+ app_id=str(uuid4()),
+ conversation_id=str(uuid4()),
+ query="Test query",
+ message={"role": "user", "content": "Test"},
+ answer="Test answer",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ currency="USD",
+ from_source="api",
+ message_metadata=None,
+ )
+
+ # Act
+ result = message.message_metadata_dict
+
+ # Assert
+ assert result == {}
+
+ def test_message_to_dict_serialization(self):
+ """Test message to_dict method."""
+ # Arrange
+ app_id = str(uuid4())
+ conversation_id = str(uuid4())
+ now = datetime.now(UTC)
+
+ message = Message(
+ app_id=app_id,
+ conversation_id=conversation_id,
+ query="Test query",
+ message={"role": "user", "content": "Test"},
+ answer="Test answer",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ total_price=Decimal("0.0003"),
+ currency="USD",
+ from_source="api",
+ status="normal",
+ )
+ message.id = str(uuid4())
+ message._inputs = {"query": "test"}
+ message.created_at = now
+ message.updated_at = now
+
+ # Act
+ result = message.to_dict()
+
+ # Assert
+ assert result["id"] == message.id
+ assert result["app_id"] == app_id
+ assert result["conversation_id"] == conversation_id
+ assert result["query"] == "Test query"
+ assert result["answer"] == "Test answer"
+ assert result["status"] == "normal"
+ assert result["from_source"] == "api"
+ assert result["inputs"] == {"query": "test"}
+ assert "created_at" in result
+ assert "updated_at" in result
+
+ def test_message_from_dict_deserialization(self):
+ """Test message from_dict method."""
+ # Arrange
+ message_id = str(uuid4())
+ app_id = str(uuid4())
+ conversation_id = str(uuid4())
+ data = {
+ "id": message_id,
+ "app_id": app_id,
+ "conversation_id": conversation_id,
+ "model_id": "gpt-4",
+ "inputs": {"query": "test"},
+ "query": "Test query",
+ "message": {"role": "user", "content": "Test"},
+ "answer": "Test answer",
+ "total_price": Decimal("0.0003"),
+ "status": "normal",
+ "error": None,
+ "message_metadata": {"usage": {"tokens": 100}},
+ "from_source": "api",
+ "from_end_user_id": None,
+ "from_account_id": None,
+ "created_at": "2024-01-01T00:00:00",
+ "updated_at": "2024-01-01T00:00:00",
+ "agent_based": False,
+ "workflow_run_id": None,
+ }
+
+ # Act
+ message = Message.from_dict(data)
+
+ # Assert
+ assert message.id == message_id
+ assert message.app_id == app_id
+ assert message.conversation_id == conversation_id
+ assert message.query == "Test query"
+ assert message.answer == "Test answer"
+
+
+class TestMessageAnnotation:
+ """Test suite for MessageAnnotation and annotation relationships."""
+
+ def test_message_annotation_creation(self):
+ """Test creating a message annotation."""
+ # Arrange
+ app_id = str(uuid4())
+ conversation_id = str(uuid4())
+ message_id = str(uuid4())
+ account_id = str(uuid4())
+
+ # Act
+ annotation = MessageAnnotation(
+ app_id=app_id,
+ conversation_id=conversation_id,
+ message_id=message_id,
+ question="What is AI?",
+ content="AI stands for Artificial Intelligence.",
+ account_id=account_id,
+ )
+
+ # Assert
+ assert annotation.app_id == app_id
+ assert annotation.conversation_id == conversation_id
+ assert annotation.message_id == message_id
+ assert annotation.question == "What is AI?"
+ assert annotation.content == "AI stands for Artificial Intelligence."
+ assert annotation.account_id == account_id
+
+ def test_message_annotation_without_message_id(self):
+ """Test creating annotation without message_id."""
+ # Arrange
+ app_id = str(uuid4())
+ account_id = str(uuid4())
+
+ # Act
+ annotation = MessageAnnotation(
+ app_id=app_id,
+ question="What is AI?",
+ content="AI stands for Artificial Intelligence.",
+ account_id=account_id,
+ )
+
+ # Assert
+ assert annotation.app_id == app_id
+ assert annotation.message_id is None
+ assert annotation.conversation_id is None
+ assert annotation.question == "What is AI?"
+ assert annotation.content == "AI stands for Artificial Intelligence."
+
+ def test_message_annotation_hit_count_default(self):
+ """Test annotation hit_count default value."""
+ # Arrange
+ annotation = MessageAnnotation(
+ app_id=str(uuid4()),
+ question="Test question",
+ content="Test content",
+ account_id=str(uuid4()),
+ )
+
+ # Act & Assert - default value is set by database
+ # Model instantiation doesn't set server defaults
+ assert hasattr(annotation, "hit_count")
+
+
+class TestAppAnnotationSetting:
+ """Test suite for AppAnnotationSetting model."""
+
+ def test_app_annotation_setting_creation(self):
+ """Test creating an app annotation setting."""
+ # Arrange
+ app_id = str(uuid4())
+ collection_binding_id = str(uuid4())
+ created_user_id = str(uuid4())
+ updated_user_id = str(uuid4())
+
+ # Act
+ setting = AppAnnotationSetting(
+ app_id=app_id,
+ score_threshold=0.8,
+ collection_binding_id=collection_binding_id,
+ created_user_id=created_user_id,
+ updated_user_id=updated_user_id,
+ )
+
+ # Assert
+ assert setting.app_id == app_id
+ assert setting.score_threshold == 0.8
+ assert setting.collection_binding_id == collection_binding_id
+ assert setting.created_user_id == created_user_id
+ assert setting.updated_user_id == updated_user_id
+
+ def test_app_annotation_setting_score_threshold_validation(self):
+ """Test score threshold values."""
+ # Arrange & Act
+ setting_high = AppAnnotationSetting(
+ app_id=str(uuid4()),
+ score_threshold=0.95,
+ collection_binding_id=str(uuid4()),
+ created_user_id=str(uuid4()),
+ updated_user_id=str(uuid4()),
+ )
+ setting_low = AppAnnotationSetting(
+ app_id=str(uuid4()),
+ score_threshold=0.5,
+ collection_binding_id=str(uuid4()),
+ created_user_id=str(uuid4()),
+ updated_user_id=str(uuid4()),
+ )
+
+ # Assert
+ assert setting_high.score_threshold == 0.95
+ assert setting_low.score_threshold == 0.5
+
+
+class TestAppAnnotationHitHistory:
+ """Test suite for AppAnnotationHitHistory model."""
+
+ def test_app_annotation_hit_history_creation(self):
+ """Test creating an annotation hit history."""
+ # Arrange
+ app_id = str(uuid4())
+ annotation_id = str(uuid4())
+ message_id = str(uuid4())
+ account_id = str(uuid4())
+
+ # Act
+ history = AppAnnotationHitHistory(
+ app_id=app_id,
+ annotation_id=annotation_id,
+ source="api",
+ question="What is AI?",
+ account_id=account_id,
+ score=0.95,
+ message_id=message_id,
+ annotation_question="What is AI?",
+ annotation_content="AI stands for Artificial Intelligence.",
+ )
+
+ # Assert
+ assert history.app_id == app_id
+ assert history.annotation_id == annotation_id
+ assert history.source == "api"
+ assert history.question == "What is AI?"
+ assert history.account_id == account_id
+ assert history.score == 0.95
+ assert history.message_id == message_id
+ assert history.annotation_question == "What is AI?"
+ assert history.annotation_content == "AI stands for Artificial Intelligence."
+
+ def test_app_annotation_hit_history_score_values(self):
+ """Test annotation hit history with different score values."""
+ # Arrange & Act
+ history_high = AppAnnotationHitHistory(
+ app_id=str(uuid4()),
+ annotation_id=str(uuid4()),
+ source="api",
+ question="Test",
+ account_id=str(uuid4()),
+ score=0.99,
+ message_id=str(uuid4()),
+ annotation_question="Test",
+ annotation_content="Content",
+ )
+ history_low = AppAnnotationHitHistory(
+ app_id=str(uuid4()),
+ annotation_id=str(uuid4()),
+ source="api",
+ question="Test",
+ account_id=str(uuid4()),
+ score=0.6,
+ message_id=str(uuid4()),
+ annotation_question="Test",
+ annotation_content="Content",
+ )
+
+ # Assert
+ assert history_high.score == 0.99
+ assert history_low.score == 0.6
+
+
+class TestSiteModel:
+ """Test suite for Site model."""
+
+ def test_site_creation_with_required_fields(self):
+ """Test creating a site with required fields."""
+ # Arrange
+ app_id = str(uuid4())
+
+ # Act
+ site = Site(
+ app_id=app_id,
+ title="Test Site",
+ default_language="en-US",
+ customize_token_strategy="uuid",
+ )
+
+ # Assert
+ assert site.app_id == app_id
+ assert site.title == "Test Site"
+ assert site.default_language == "en-US"
+ assert site.customize_token_strategy == "uuid"
+
+ def test_site_creation_with_optional_fields(self):
+ """Test creating a site with optional fields."""
+ # Arrange & Act
+ site = Site(
+ app_id=str(uuid4()),
+ title="Test Site",
+ default_language="en-US",
+ customize_token_strategy="uuid",
+ icon_type=IconType.EMOJI,
+ icon="🌐",
+ icon_background="#0066CC",
+ description="Test site description",
+ copyright="© 2024 Test",
+ privacy_policy="https://example.com/privacy",
+ )
+
+ # Assert
+ assert site.icon_type == IconType.EMOJI
+ assert site.icon == "🌐"
+ assert site.icon_background == "#0066CC"
+ assert site.description == "Test site description"
+ assert site.copyright == "© 2024 Test"
+ assert site.privacy_policy == "https://example.com/privacy"
+
+ def test_site_custom_disclaimer_setter(self):
+ """Test site custom_disclaimer setter."""
+ # Arrange
+ site = Site(
+ app_id=str(uuid4()),
+ title="Test Site",
+ default_language="en-US",
+ customize_token_strategy="uuid",
+ )
+
+ # Act
+ site.custom_disclaimer = "This is a test disclaimer"
+
+ # Assert
+ assert site.custom_disclaimer == "This is a test disclaimer"
+
+ def test_site_custom_disclaimer_exceeds_limit(self):
+ """Test site custom_disclaimer with excessive length."""
+ # Arrange
+ site = Site(
+ app_id=str(uuid4()),
+ title="Test Site",
+ default_language="en-US",
+ customize_token_strategy="uuid",
+ )
+ long_disclaimer = "x" * 513 # Exceeds 512 character limit
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Custom disclaimer cannot exceed 512 characters"):
+ site.custom_disclaimer = long_disclaimer
+
+ def test_site_generate_code(self):
+ """Test Site.generate_code static method."""
+ # Mock database query to return 0 (no existing codes)
+ with patch("models.model.db.session.query") as mock_query:
+ mock_query.return_value.where.return_value.count.return_value = 0
+
+ # Act
+ code = Site.generate_code(8)
+
+ # Assert
+ assert isinstance(code, str)
+ assert len(code) == 8
+
+
+class TestModelIntegration:
+ """Test suite for model integration scenarios."""
+
+ def test_complete_app_conversation_message_hierarchy(self):
+ """Test complete hierarchy from app to message."""
+ # Arrange
+ tenant_id = str(uuid4())
+ app_id = str(uuid4())
+ conversation_id = str(uuid4())
+ message_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Create app
+ app = App(
+ tenant_id=tenant_id,
+ name="Test App",
+ mode=AppMode.CHAT,
+ enable_site=True,
+ enable_api=True,
+ created_by=created_by,
+ )
+ app.id = app_id
+
+ # Create conversation
+ conversation = Conversation(
+ app_id=app_id,
+ mode=AppMode.CHAT,
+ name="Test Conversation",
+ status="normal",
+ from_source="api",
+ from_end_user_id=str(uuid4()),
+ )
+ conversation.id = conversation_id
+
+ # Create message
+ message = Message(
+ app_id=app_id,
+ conversation_id=conversation_id,
+ query="Test query",
+ message={"role": "user", "content": "Test"},
+ answer="Test answer",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ currency="USD",
+ from_source="api",
+ )
+ message.id = message_id
+
+ # Assert
+ assert app.id == app_id
+ assert conversation.app_id == app_id
+ assert message.app_id == app_id
+ assert message.conversation_id == conversation_id
+ assert app.mode == AppMode.CHAT
+ assert conversation.mode == AppMode.CHAT
+
+ def test_app_with_annotation_setting(self):
+ """Test app with annotation setting."""
+ # Arrange
+ app_id = str(uuid4())
+ collection_binding_id = str(uuid4())
+ created_user_id = str(uuid4())
+
+ # Create app
+ app = App(
+ tenant_id=str(uuid4()),
+ name="Test App",
+ mode=AppMode.CHAT,
+ enable_site=True,
+ enable_api=True,
+ created_by=created_user_id,
+ )
+ app.id = app_id
+
+ # Create annotation setting
+ setting = AppAnnotationSetting(
+ app_id=app_id,
+ score_threshold=0.85,
+ collection_binding_id=collection_binding_id,
+ created_user_id=created_user_id,
+ updated_user_id=created_user_id,
+ )
+
+ # Assert
+ assert setting.app_id == app.id
+ assert setting.score_threshold == 0.85
+
+ def test_message_with_annotation(self):
+ """Test message with annotation."""
+ # Arrange
+ app_id = str(uuid4())
+ conversation_id = str(uuid4())
+ message_id = str(uuid4())
+ account_id = str(uuid4())
+
+ # Create message
+ message = Message(
+ app_id=app_id,
+ conversation_id=conversation_id,
+ query="What is AI?",
+ message={"role": "user", "content": "What is AI?"},
+ answer="AI stands for Artificial Intelligence.",
+ message_unit_price=Decimal("0.0001"),
+ answer_unit_price=Decimal("0.0002"),
+ currency="USD",
+ from_source="api",
+ )
+ message.id = message_id
+
+ # Create annotation
+ annotation = MessageAnnotation(
+ app_id=app_id,
+ conversation_id=conversation_id,
+ message_id=message_id,
+ question="What is AI?",
+ content="AI stands for Artificial Intelligence.",
+ account_id=account_id,
+ )
+
+ # Assert
+ assert annotation.app_id == message.app_id
+ assert annotation.conversation_id == message.conversation_id
+ assert annotation.message_id == message.id
+
+ def test_annotation_hit_history_tracking(self):
+ """Test annotation hit history tracking."""
+ # Arrange
+ app_id = str(uuid4())
+ annotation_id = str(uuid4())
+ message_id = str(uuid4())
+ account_id = str(uuid4())
+
+ # Create annotation
+ annotation = MessageAnnotation(
+ app_id=app_id,
+ question="What is AI?",
+ content="AI stands for Artificial Intelligence.",
+ account_id=account_id,
+ )
+ annotation.id = annotation_id
+
+ # Create hit history
+ history = AppAnnotationHitHistory(
+ app_id=app_id,
+ annotation_id=annotation_id,
+ source="api",
+ question="What is AI?",
+ account_id=account_id,
+ score=0.92,
+ message_id=message_id,
+ annotation_question="What is AI?",
+ annotation_content="AI stands for Artificial Intelligence.",
+ )
+
+ # Assert
+ assert history.app_id == annotation.app_id
+ assert history.annotation_id == annotation.id
+ assert history.score == 0.92
+
+ def test_app_with_site(self):
+ """Test app with site."""
+ # Arrange
+ app_id = str(uuid4())
+
+ # Create app
+ app = App(
+ tenant_id=str(uuid4()),
+ name="Test App",
+ mode=AppMode.CHAT,
+ enable_site=True,
+ enable_api=True,
+ created_by=str(uuid4()),
+ )
+ app.id = app_id
+
+ # Create site
+ site = Site(
+ app_id=app_id,
+ title="Test Site",
+ default_language="en-US",
+ customize_token_strategy="uuid",
+ )
+
+ # Assert
+ assert site.app_id == app.id
+ assert app.enable_site is True
diff --git a/api/tests/unit_tests/models/test_dataset_models.py b/api/tests/unit_tests/models/test_dataset_models.py
new file mode 100644
index 0000000000..2322c556e2
--- /dev/null
+++ b/api/tests/unit_tests/models/test_dataset_models.py
@@ -0,0 +1,1341 @@
+"""
+Comprehensive unit tests for Dataset models.
+
+This test suite covers:
+- Dataset model validation
+- Document model relationships
+- Segment model indexing
+- Dataset-Document cascade deletes
+- Embedding storage validation
+"""
+
+import json
+import pickle
+from datetime import UTC, datetime
+from unittest.mock import MagicMock, patch
+from uuid import uuid4
+
+from models.dataset import (
+ AppDatasetJoin,
+ ChildChunk,
+ Dataset,
+ DatasetKeywordTable,
+ DatasetProcessRule,
+ Document,
+ DocumentSegment,
+ Embedding,
+)
+
+
+class TestDatasetModelValidation:
+ """Test suite for Dataset model validation and basic operations."""
+
+ def test_dataset_creation_with_required_fields(self):
+ """Test creating a dataset with all required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ dataset = Dataset(
+ tenant_id=tenant_id,
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=created_by,
+ )
+
+ # Assert
+ assert dataset.name == "Test Dataset"
+ assert dataset.tenant_id == tenant_id
+ assert dataset.data_source_type == "upload_file"
+ assert dataset.created_by == created_by
+ # Note: Default values are set by database, not by model instantiation
+
+ def test_dataset_creation_with_optional_fields(self):
+ """Test creating a dataset with optional fields."""
+ # Arrange & Act
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ description="Test description",
+ indexing_technique="high_quality",
+ embedding_model="text-embedding-ada-002",
+ embedding_model_provider="openai",
+ )
+
+ # Assert
+ assert dataset.description == "Test description"
+ assert dataset.indexing_technique == "high_quality"
+ assert dataset.embedding_model == "text-embedding-ada-002"
+ assert dataset.embedding_model_provider == "openai"
+
+ def test_dataset_indexing_technique_validation(self):
+ """Test dataset indexing technique values."""
+ # Arrange & Act
+ dataset_high_quality = Dataset(
+ tenant_id=str(uuid4()),
+ name="High Quality Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ indexing_technique="high_quality",
+ )
+ dataset_economy = Dataset(
+ tenant_id=str(uuid4()),
+ name="Economy Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ indexing_technique="economy",
+ )
+
+ # Assert
+ assert dataset_high_quality.indexing_technique == "high_quality"
+ assert dataset_economy.indexing_technique == "economy"
+ assert "high_quality" in Dataset.INDEXING_TECHNIQUE_LIST
+ assert "economy" in Dataset.INDEXING_TECHNIQUE_LIST
+
+ def test_dataset_provider_validation(self):
+ """Test dataset provider values."""
+ # Arrange & Act
+ dataset_vendor = Dataset(
+ tenant_id=str(uuid4()),
+ name="Vendor Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ provider="vendor",
+ )
+ dataset_external = Dataset(
+ tenant_id=str(uuid4()),
+ name="External Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ provider="external",
+ )
+
+ # Assert
+ assert dataset_vendor.provider == "vendor"
+ assert dataset_external.provider == "external"
+ assert "vendor" in Dataset.PROVIDER_LIST
+ assert "external" in Dataset.PROVIDER_LIST
+
+ def test_dataset_index_struct_dict_property(self):
+ """Test index_struct_dict property parsing."""
+ # Arrange
+ index_struct_data = {"type": "vector", "dimension": 1536}
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ index_struct=json.dumps(index_struct_data),
+ )
+
+ # Act
+ result = dataset.index_struct_dict
+
+ # Assert
+ assert result == index_struct_data
+ assert result["type"] == "vector"
+ assert result["dimension"] == 1536
+
+ def test_dataset_index_struct_dict_property_none(self):
+ """Test index_struct_dict property when index_struct is None."""
+ # Arrange
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ result = dataset.index_struct_dict
+
+ # Assert
+ assert result is None
+
+ def test_dataset_external_retrieval_model_property(self):
+ """Test external_retrieval_model property with default values."""
+ # Arrange
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ result = dataset.external_retrieval_model
+
+ # Assert
+ assert result["top_k"] == 2
+ assert result["score_threshold"] == 0.0
+
+ def test_dataset_retrieval_model_dict_property(self):
+ """Test retrieval_model_dict property with default values."""
+ # Arrange
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ result = dataset.retrieval_model_dict
+
+ # Assert
+ assert result["top_k"] == 2
+ assert result["reranking_enable"] is False
+ assert result["score_threshold_enabled"] is False
+
+ def test_dataset_gen_collection_name_by_id(self):
+ """Test static method for generating collection name."""
+ # Arrange
+ dataset_id = "12345678-1234-1234-1234-123456789abc"
+
+ # Act
+ collection_name = Dataset.gen_collection_name_by_id(dataset_id)
+
+ # Assert
+ assert "12345678_1234_1234_1234_123456789abc" in collection_name
+ assert "-" not in collection_name.split("_")[-1]
+
+
+class TestDocumentModelRelationships:
+ """Test suite for Document model relationships and properties."""
+
+ def test_document_creation_with_required_fields(self):
+ """Test creating a document with all required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ dataset_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ document = Document(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test_document.pdf",
+ created_from="web",
+ created_by=created_by,
+ )
+
+ # Assert
+ assert document.tenant_id == tenant_id
+ assert document.dataset_id == dataset_id
+ assert document.position == 1
+ assert document.data_source_type == "upload_file"
+ assert document.batch == "batch_001"
+ assert document.name == "test_document.pdf"
+ assert document.created_from == "web"
+ assert document.created_by == created_by
+ # Note: Default values are set by database, not by model instantiation
+
+ def test_document_data_source_types(self):
+ """Test document data source type validation."""
+ # Assert
+ assert "upload_file" in Document.DATA_SOURCES
+ assert "notion_import" in Document.DATA_SOURCES
+ assert "website_crawl" in Document.DATA_SOURCES
+
+ def test_document_display_status_queuing(self):
+ """Test document display_status property for queuing state."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ indexing_status="waiting",
+ )
+
+ # Act
+ status = document.display_status
+
+ # Assert
+ assert status == "queuing"
+
+ def test_document_display_status_paused(self):
+ """Test document display_status property for paused state."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ indexing_status="parsing",
+ is_paused=True,
+ )
+
+ # Act
+ status = document.display_status
+
+ # Assert
+ assert status == "paused"
+
+ def test_document_display_status_indexing(self):
+ """Test document display_status property for indexing state."""
+ # Arrange
+ for indexing_status in ["parsing", "cleaning", "splitting", "indexing"]:
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ indexing_status=indexing_status,
+ )
+
+ # Act
+ status = document.display_status
+
+ # Assert
+ assert status == "indexing"
+
+ def test_document_display_status_error(self):
+ """Test document display_status property for error state."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ indexing_status="error",
+ )
+
+ # Act
+ status = document.display_status
+
+ # Assert
+ assert status == "error"
+
+ def test_document_display_status_available(self):
+ """Test document display_status property for available state."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ indexing_status="completed",
+ enabled=True,
+ archived=False,
+ )
+
+ # Act
+ status = document.display_status
+
+ # Assert
+ assert status == "available"
+
+ def test_document_display_status_disabled(self):
+ """Test document display_status property for disabled state."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ indexing_status="completed",
+ enabled=False,
+ archived=False,
+ )
+
+ # Act
+ status = document.display_status
+
+ # Assert
+ assert status == "disabled"
+
+ def test_document_display_status_archived(self):
+ """Test document display_status property for archived state."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ indexing_status="completed",
+ archived=True,
+ )
+
+ # Act
+ status = document.display_status
+
+ # Assert
+ assert status == "archived"
+
+ def test_document_data_source_info_dict_property(self):
+ """Test data_source_info_dict property parsing."""
+ # Arrange
+ data_source_info = {"upload_file_id": str(uuid4()), "file_name": "test.pdf"}
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ data_source_info=json.dumps(data_source_info),
+ )
+
+ # Act
+ result = document.data_source_info_dict
+
+ # Assert
+ assert result == data_source_info
+ assert "upload_file_id" in result
+ assert "file_name" in result
+
+ def test_document_data_source_info_dict_property_empty(self):
+ """Test data_source_info_dict property when data_source_info is None."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ result = document.data_source_info_dict
+
+ # Assert
+ assert result == {}
+
+ def test_document_average_segment_length(self):
+ """Test average_segment_length property calculation."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ word_count=1000,
+ )
+
+ # Mock segment_count property
+ with patch.object(Document, "segment_count", new_callable=lambda: property(lambda self: 10)):
+ # Act
+ result = document.average_segment_length
+
+ # Assert
+ assert result == 100
+
+ def test_document_average_segment_length_zero(self):
+ """Test average_segment_length property when word_count is zero."""
+ # Arrange
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ word_count=0,
+ )
+
+ # Act
+ result = document.average_segment_length
+
+ # Assert
+ assert result == 0
+
+
+class TestDocumentSegmentIndexing:
+ """Test suite for DocumentSegment model indexing and operations."""
+
+ def test_document_segment_creation_with_required_fields(self):
+ """Test creating a document segment with all required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ dataset_id = str(uuid4())
+ document_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ segment = DocumentSegment(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ document_id=document_id,
+ position=1,
+ content="This is a test segment content.",
+ word_count=6,
+ tokens=10,
+ created_by=created_by,
+ )
+
+ # Assert
+ assert segment.tenant_id == tenant_id
+ assert segment.dataset_id == dataset_id
+ assert segment.document_id == document_id
+ assert segment.position == 1
+ assert segment.content == "This is a test segment content."
+ assert segment.word_count == 6
+ assert segment.tokens == 10
+ assert segment.created_by == created_by
+ # Note: Default values are set by database, not by model instantiation
+
+ def test_document_segment_with_indexing_fields(self):
+ """Test creating a document segment with indexing fields."""
+ # Arrange
+ index_node_id = str(uuid4())
+ index_node_hash = "abc123hash"
+ keywords = ["test", "segment", "indexing"]
+
+ # Act
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=str(uuid4()),
+ position=1,
+ content="Test content",
+ word_count=2,
+ tokens=5,
+ created_by=str(uuid4()),
+ index_node_id=index_node_id,
+ index_node_hash=index_node_hash,
+ keywords=keywords,
+ )
+
+ # Assert
+ assert segment.index_node_id == index_node_id
+ assert segment.index_node_hash == index_node_hash
+ assert segment.keywords == keywords
+
+ def test_document_segment_with_answer_field(self):
+ """Test creating a document segment with answer field for QA model."""
+ # Arrange
+ content = "What is AI?"
+ answer = "AI stands for Artificial Intelligence."
+
+ # Act
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=str(uuid4()),
+ position=1,
+ content=content,
+ answer=answer,
+ word_count=3,
+ tokens=8,
+ created_by=str(uuid4()),
+ )
+
+ # Assert
+ assert segment.content == content
+ assert segment.answer == answer
+
+ def test_document_segment_status_transitions(self):
+ """Test document segment status field values."""
+ # Arrange & Act
+ segment_waiting = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=str(uuid4()),
+ position=1,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ status="waiting",
+ )
+ segment_completed = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=str(uuid4()),
+ position=1,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ status="completed",
+ )
+
+ # Assert
+ assert segment_waiting.status == "waiting"
+ assert segment_completed.status == "completed"
+
+ def test_document_segment_enabled_disabled_tracking(self):
+ """Test document segment enabled/disabled state tracking."""
+ # Arrange
+ disabled_by = str(uuid4())
+ disabled_at = datetime.now(UTC)
+
+ # Act
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=str(uuid4()),
+ position=1,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ enabled=False,
+ disabled_by=disabled_by,
+ disabled_at=disabled_at,
+ )
+
+ # Assert
+ assert segment.enabled is False
+ assert segment.disabled_by == disabled_by
+ assert segment.disabled_at == disabled_at
+
+ def test_document_segment_hit_count_tracking(self):
+ """Test document segment hit count tracking."""
+ # Arrange & Act
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=str(uuid4()),
+ position=1,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ hit_count=5,
+ )
+
+ # Assert
+ assert segment.hit_count == 5
+
+ def test_document_segment_error_tracking(self):
+ """Test document segment error tracking."""
+ # Arrange
+ error_message = "Indexing failed due to timeout"
+ stopped_at = datetime.now(UTC)
+
+ # Act
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=str(uuid4()),
+ position=1,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ error=error_message,
+ stopped_at=stopped_at,
+ )
+
+ # Assert
+ assert segment.error == error_message
+ assert segment.stopped_at == stopped_at
+
+
+class TestEmbeddingStorage:
+ """Test suite for Embedding model storage and retrieval."""
+
+ def test_embedding_creation_with_required_fields(self):
+ """Test creating an embedding with required fields."""
+ # Arrange
+ model_name = "text-embedding-ada-002"
+ hash_value = "abc123hash"
+ provider_name = "openai"
+
+ # Act
+ embedding = Embedding(
+ model_name=model_name,
+ hash=hash_value,
+ provider_name=provider_name,
+ embedding=b"binary_data",
+ )
+
+ # Assert
+ assert embedding.model_name == model_name
+ assert embedding.hash == hash_value
+ assert embedding.provider_name == provider_name
+ assert embedding.embedding == b"binary_data"
+
+ def test_embedding_set_and_get_embedding(self):
+ """Test setting and getting embedding data."""
+ # Arrange
+ embedding_data = [0.1, 0.2, 0.3, 0.4, 0.5]
+ embedding = Embedding(
+ model_name="text-embedding-ada-002",
+ hash="test_hash",
+ provider_name="openai",
+ embedding=b"",
+ )
+
+ # Act
+ embedding.set_embedding(embedding_data)
+ retrieved_data = embedding.get_embedding()
+
+ # Assert
+ assert retrieved_data == embedding_data
+ assert len(retrieved_data) == 5
+ assert retrieved_data[0] == 0.1
+ assert retrieved_data[4] == 0.5
+
+ def test_embedding_pickle_serialization(self):
+ """Test embedding data is properly pickled."""
+ # Arrange
+ embedding_data = [0.1, 0.2, 0.3]
+ embedding = Embedding(
+ model_name="text-embedding-ada-002",
+ hash="test_hash",
+ provider_name="openai",
+ embedding=b"",
+ )
+
+ # Act
+ embedding.set_embedding(embedding_data)
+
+ # Assert
+ # Verify the embedding is stored as pickled binary data
+ assert isinstance(embedding.embedding, bytes)
+ # Verify we can unpickle it
+ unpickled_data = pickle.loads(embedding.embedding) # noqa: S301
+ assert unpickled_data == embedding_data
+
+ def test_embedding_with_large_vector(self):
+ """Test embedding with large dimension vector."""
+ # Arrange
+ # Simulate a 1536-dimension vector (OpenAI ada-002 size)
+ large_embedding_data = [0.001 * i for i in range(1536)]
+ embedding = Embedding(
+ model_name="text-embedding-ada-002",
+ hash="large_vector_hash",
+ provider_name="openai",
+ embedding=b"",
+ )
+
+ # Act
+ embedding.set_embedding(large_embedding_data)
+ retrieved_data = embedding.get_embedding()
+
+ # Assert
+ assert len(retrieved_data) == 1536
+ assert retrieved_data[0] == 0.0
+ assert abs(retrieved_data[1535] - 1.535) < 0.0001 # Float comparison with tolerance
+
+
+class TestDatasetProcessRule:
+ """Test suite for DatasetProcessRule model."""
+
+ def test_dataset_process_rule_creation(self):
+ """Test creating a dataset process rule."""
+ # Arrange
+ dataset_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ process_rule = DatasetProcessRule(
+ dataset_id=dataset_id,
+ mode="automatic",
+ created_by=created_by,
+ )
+
+ # Assert
+ assert process_rule.dataset_id == dataset_id
+ assert process_rule.mode == "automatic"
+ assert process_rule.created_by == created_by
+
+ def test_dataset_process_rule_modes(self):
+ """Test dataset process rule mode validation."""
+ # Assert
+ assert "automatic" in DatasetProcessRule.MODES
+ assert "custom" in DatasetProcessRule.MODES
+ assert "hierarchical" in DatasetProcessRule.MODES
+
+ def test_dataset_process_rule_with_rules_dict(self):
+ """Test dataset process rule with rules dictionary."""
+ # Arrange
+ rules_data = {
+ "pre_processing_rules": [
+ {"id": "remove_extra_spaces", "enabled": True},
+ {"id": "remove_urls_emails", "enabled": False},
+ ],
+ "segmentation": {"delimiter": "\n", "max_tokens": 500, "chunk_overlap": 50},
+ }
+ process_rule = DatasetProcessRule(
+ dataset_id=str(uuid4()),
+ mode="custom",
+ created_by=str(uuid4()),
+ rules=json.dumps(rules_data),
+ )
+
+ # Act
+ result = process_rule.rules_dict
+
+ # Assert
+ assert result == rules_data
+ assert "pre_processing_rules" in result
+ assert "segmentation" in result
+
+ def test_dataset_process_rule_to_dict(self):
+ """Test dataset process rule to_dict method."""
+ # Arrange
+ dataset_id = str(uuid4())
+ rules_data = {"test": "data"}
+ process_rule = DatasetProcessRule(
+ dataset_id=dataset_id,
+ mode="automatic",
+ created_by=str(uuid4()),
+ rules=json.dumps(rules_data),
+ )
+
+ # Act
+ result = process_rule.to_dict()
+
+ # Assert
+ assert result["dataset_id"] == dataset_id
+ assert result["mode"] == "automatic"
+ assert result["rules"] == rules_data
+
+ def test_dataset_process_rule_automatic_rules(self):
+ """Test dataset process rule automatic rules constant."""
+ # Act
+ automatic_rules = DatasetProcessRule.AUTOMATIC_RULES
+
+ # Assert
+ assert "pre_processing_rules" in automatic_rules
+ assert "segmentation" in automatic_rules
+ assert automatic_rules["segmentation"]["max_tokens"] == 500
+
+
+class TestDatasetKeywordTable:
+ """Test suite for DatasetKeywordTable model."""
+
+ def test_dataset_keyword_table_creation(self):
+ """Test creating a dataset keyword table."""
+ # Arrange
+ dataset_id = str(uuid4())
+ keyword_data = {"test": ["node1", "node2"], "keyword": ["node3"]}
+
+ # Act
+ keyword_table = DatasetKeywordTable(
+ dataset_id=dataset_id,
+ keyword_table=json.dumps(keyword_data),
+ )
+
+ # Assert
+ assert keyword_table.dataset_id == dataset_id
+ assert keyword_table.data_source_type == "database" # Default value
+
+ def test_dataset_keyword_table_data_source_type(self):
+ """Test dataset keyword table data source type."""
+ # Arrange & Act
+ keyword_table = DatasetKeywordTable(
+ dataset_id=str(uuid4()),
+ keyword_table="{}",
+ data_source_type="file",
+ )
+
+ # Assert
+ assert keyword_table.data_source_type == "file"
+
+
+class TestAppDatasetJoin:
+ """Test suite for AppDatasetJoin model."""
+
+ def test_app_dataset_join_creation(self):
+ """Test creating an app-dataset join relationship."""
+ # Arrange
+ app_id = str(uuid4())
+ dataset_id = str(uuid4())
+
+ # Act
+ join = AppDatasetJoin(
+ app_id=app_id,
+ dataset_id=dataset_id,
+ )
+
+ # Assert
+ assert join.app_id == app_id
+ assert join.dataset_id == dataset_id
+ # Note: ID is auto-generated when saved to database
+
+
+class TestChildChunk:
+ """Test suite for ChildChunk model."""
+
+ def test_child_chunk_creation(self):
+ """Test creating a child chunk."""
+ # Arrange
+ tenant_id = str(uuid4())
+ dataset_id = str(uuid4())
+ document_id = str(uuid4())
+ segment_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ child_chunk = ChildChunk(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ document_id=document_id,
+ segment_id=segment_id,
+ position=1,
+ content="Child chunk content",
+ word_count=3,
+ created_by=created_by,
+ )
+
+ # Assert
+ assert child_chunk.tenant_id == tenant_id
+ assert child_chunk.dataset_id == dataset_id
+ assert child_chunk.document_id == document_id
+ assert child_chunk.segment_id == segment_id
+ assert child_chunk.position == 1
+ assert child_chunk.content == "Child chunk content"
+ assert child_chunk.word_count == 3
+ assert child_chunk.created_by == created_by
+ # Note: Default values are set by database, not by model instantiation
+
+ def test_child_chunk_with_indexing_fields(self):
+ """Test creating a child chunk with indexing fields."""
+ # Arrange
+ index_node_id = str(uuid4())
+ index_node_hash = "child_hash_123"
+
+ # Act
+ child_chunk = ChildChunk(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=str(uuid4()),
+ segment_id=str(uuid4()),
+ position=1,
+ content="Test content",
+ word_count=2,
+ created_by=str(uuid4()),
+ index_node_id=index_node_id,
+ index_node_hash=index_node_hash,
+ )
+
+ # Assert
+ assert child_chunk.index_node_id == index_node_id
+ assert child_chunk.index_node_hash == index_node_hash
+
+
+class TestDatasetDocumentCascadeDeletes:
+ """Test suite for Dataset-Document cascade delete operations."""
+
+ def test_dataset_with_documents_relationship(self):
+ """Test dataset can track its documents."""
+ # Arrange
+ dataset_id = str(uuid4())
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ )
+ dataset.id = dataset_id
+
+ # Mock the database session query
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = 3
+
+ with patch("models.dataset.db.session.query", return_value=mock_query):
+ # Act
+ total_docs = dataset.total_documents
+
+ # Assert
+ assert total_docs == 3
+
+ def test_dataset_available_documents_count(self):
+ """Test dataset can count available documents."""
+ # Arrange
+ dataset_id = str(uuid4())
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ )
+ dataset.id = dataset_id
+
+ # Mock the database session query
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = 2
+
+ with patch("models.dataset.db.session.query", return_value=mock_query):
+ # Act
+ available_docs = dataset.total_available_documents
+
+ # Assert
+ assert available_docs == 2
+
+ def test_dataset_word_count_aggregation(self):
+ """Test dataset can aggregate word count from documents."""
+ # Arrange
+ dataset_id = str(uuid4())
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ )
+ dataset.id = dataset_id
+
+ # Mock the database session query
+ mock_query = MagicMock()
+ mock_query.with_entities.return_value.where.return_value.scalar.return_value = 5000
+
+ with patch("models.dataset.db.session.query", return_value=mock_query):
+ # Act
+ total_words = dataset.word_count
+
+ # Assert
+ assert total_words == 5000
+
+ def test_dataset_available_segment_count(self):
+ """Test dataset can count available segments."""
+ # Arrange
+ dataset_id = str(uuid4())
+ dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ )
+ dataset.id = dataset_id
+
+ # Mock the database session query
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = 15
+
+ with patch("models.dataset.db.session.query", return_value=mock_query):
+ # Act
+ segment_count = dataset.available_segment_count
+
+ # Assert
+ assert segment_count == 15
+
+ def test_document_segment_count_property(self):
+ """Test document can count its segments."""
+ # Arrange
+ document_id = str(uuid4())
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ )
+ document.id = document_id
+
+ # Mock the database session query
+ mock_query = MagicMock()
+ mock_query.where.return_value.count.return_value = 10
+
+ with patch("models.dataset.db.session.query", return_value=mock_query):
+ # Act
+ segment_count = document.segment_count
+
+ # Assert
+ assert segment_count == 10
+
+ def test_document_hit_count_aggregation(self):
+ """Test document can aggregate hit count from segments."""
+ # Arrange
+ document_id = str(uuid4())
+ document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ )
+ document.id = document_id
+
+ # Mock the database session query
+ mock_query = MagicMock()
+ mock_query.with_entities.return_value.where.return_value.scalar.return_value = 25
+
+ with patch("models.dataset.db.session.query", return_value=mock_query):
+ # Act
+ hit_count = document.hit_count
+
+ # Assert
+ assert hit_count == 25
+
+
+class TestDocumentSegmentNavigation:
+ """Test suite for DocumentSegment navigation properties."""
+
+ def test_document_segment_dataset_property(self):
+ """Test segment can access its parent dataset."""
+ # Arrange
+ dataset_id = str(uuid4())
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=dataset_id,
+ document_id=str(uuid4()),
+ position=1,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ )
+
+ mock_dataset = Dataset(
+ tenant_id=str(uuid4()),
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=str(uuid4()),
+ )
+ mock_dataset.id = dataset_id
+
+ # Mock the database session scalar
+ with patch("models.dataset.db.session.scalar", return_value=mock_dataset):
+ # Act
+ dataset = segment.dataset
+
+ # Assert
+ assert dataset is not None
+ assert dataset.id == dataset_id
+
+ def test_document_segment_document_property(self):
+ """Test segment can access its parent document."""
+ # Arrange
+ document_id = str(uuid4())
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=document_id,
+ position=1,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ )
+
+ mock_document = Document(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=str(uuid4()),
+ )
+ mock_document.id = document_id
+
+ # Mock the database session scalar
+ with patch("models.dataset.db.session.scalar", return_value=mock_document):
+ # Act
+ document = segment.document
+
+ # Assert
+ assert document is not None
+ assert document.id == document_id
+
+ def test_document_segment_previous_segment(self):
+ """Test segment can access previous segment."""
+ # Arrange
+ document_id = str(uuid4())
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=document_id,
+ position=2,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ )
+
+ previous_segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=document_id,
+ position=1,
+ content="Previous",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ )
+
+ # Mock the database session scalar
+ with patch("models.dataset.db.session.scalar", return_value=previous_segment):
+ # Act
+ prev_seg = segment.previous_segment
+
+ # Assert
+ assert prev_seg is not None
+ assert prev_seg.position == 1
+
+ def test_document_segment_next_segment(self):
+ """Test segment can access next segment."""
+ # Arrange
+ document_id = str(uuid4())
+ segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=document_id,
+ position=1,
+ content="Test",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ )
+
+ next_segment = DocumentSegment(
+ tenant_id=str(uuid4()),
+ dataset_id=str(uuid4()),
+ document_id=document_id,
+ position=2,
+ content="Next",
+ word_count=1,
+ tokens=2,
+ created_by=str(uuid4()),
+ )
+
+ # Mock the database session scalar
+ with patch("models.dataset.db.session.scalar", return_value=next_segment):
+ # Act
+ next_seg = segment.next_segment
+
+ # Assert
+ assert next_seg is not None
+ assert next_seg.position == 2
+
+
+class TestModelIntegration:
+ """Test suite for model integration scenarios."""
+
+ def test_complete_dataset_document_segment_hierarchy(self):
+ """Test complete hierarchy from dataset to segment."""
+ # Arrange
+ tenant_id = str(uuid4())
+ dataset_id = str(uuid4())
+ document_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Create dataset
+ dataset = Dataset(
+ tenant_id=tenant_id,
+ name="Test Dataset",
+ data_source_type="upload_file",
+ created_by=created_by,
+ indexing_technique="high_quality",
+ )
+ dataset.id = dataset_id
+
+ # Create document
+ document = Document(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=created_by,
+ word_count=100,
+ )
+ document.id = document_id
+
+ # Create segment
+ segment = DocumentSegment(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ document_id=document_id,
+ position=1,
+ content="Test segment content",
+ word_count=3,
+ tokens=5,
+ created_by=created_by,
+ status="completed",
+ )
+
+ # Assert
+ assert dataset.id == dataset_id
+ assert document.dataset_id == dataset_id
+ assert segment.dataset_id == dataset_id
+ assert segment.document_id == document_id
+ assert dataset.indexing_technique == "high_quality"
+ assert document.word_count == 100
+ assert segment.status == "completed"
+
+ def test_document_to_dict_serialization(self):
+ """Test document to_dict method for serialization."""
+ # Arrange
+ tenant_id = str(uuid4())
+ dataset_id = str(uuid4())
+ created_by = str(uuid4())
+
+ document = Document(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ position=1,
+ data_source_type="upload_file",
+ batch="batch_001",
+ name="test.pdf",
+ created_from="web",
+ created_by=created_by,
+ word_count=100,
+ indexing_status="completed",
+ )
+
+ # Mock segment_count and hit_count
+ with (
+ patch.object(Document, "segment_count", new_callable=lambda: property(lambda self: 5)),
+ patch.object(Document, "hit_count", new_callable=lambda: property(lambda self: 10)),
+ ):
+ # Act
+ result = document.to_dict()
+
+ # Assert
+ assert result["tenant_id"] == tenant_id
+ assert result["dataset_id"] == dataset_id
+ assert result["name"] == "test.pdf"
+ assert result["word_count"] == 100
+ assert result["indexing_status"] == "completed"
+ assert result["segment_count"] == 5
+ assert result["hit_count"] == 10
diff --git a/api/tests/unit_tests/models/test_tool_models.py b/api/tests/unit_tests/models/test_tool_models.py
new file mode 100644
index 0000000000..1a75eb9a01
--- /dev/null
+++ b/api/tests/unit_tests/models/test_tool_models.py
@@ -0,0 +1,966 @@
+"""
+Comprehensive unit tests for Tool models.
+
+This test suite covers:
+- ToolProvider model validation (BuiltinToolProvider, ApiToolProvider)
+- BuiltinToolProvider relationships and credential management
+- ApiToolProvider credential storage and encryption
+- Tool OAuth client models
+- ToolLabelBinding relationships
+"""
+
+import json
+from uuid import uuid4
+
+from core.tools.entities.tool_entities import ApiProviderSchemaType
+from models.tools import (
+ ApiToolProvider,
+ BuiltinToolProvider,
+ ToolLabelBinding,
+ ToolOAuthSystemClient,
+ ToolOAuthTenantClient,
+)
+
+
+class TestBuiltinToolProviderValidation:
+ """Test suite for BuiltinToolProvider model validation and operations."""
+
+ def test_builtin_tool_provider_creation_with_required_fields(self):
+ """Test creating a builtin tool provider with all required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+ provider_name = "google"
+ credentials = {"api_key": "test_key_123"}
+
+ # Act
+ builtin_provider = BuiltinToolProvider(
+ tenant_id=tenant_id,
+ user_id=user_id,
+ provider=provider_name,
+ encrypted_credentials=json.dumps(credentials),
+ name="Google API Key 1",
+ )
+
+ # Assert
+ assert builtin_provider.tenant_id == tenant_id
+ assert builtin_provider.user_id == user_id
+ assert builtin_provider.provider == provider_name
+ assert builtin_provider.name == "Google API Key 1"
+ assert builtin_provider.encrypted_credentials == json.dumps(credentials)
+
+ def test_builtin_tool_provider_credentials_property(self):
+ """Test credentials property parses JSON correctly."""
+ # Arrange
+ credentials_data = {
+ "api_key": "sk-test123",
+ "auth_type": "api_key",
+ "endpoint": "https://api.example.com",
+ }
+ builtin_provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="custom_provider",
+ name="Custom Provider Key",
+ encrypted_credentials=json.dumps(credentials_data),
+ )
+
+ # Act
+ result = builtin_provider.credentials
+
+ # Assert
+ assert result == credentials_data
+ assert result["api_key"] == "sk-test123"
+ assert result["auth_type"] == "api_key"
+
+ def test_builtin_tool_provider_credentials_empty_when_none(self):
+ """Test credentials property returns empty dict when encrypted_credentials is None."""
+ # Arrange
+ builtin_provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="test_provider",
+ name="Test Provider",
+ encrypted_credentials=None,
+ )
+
+ # Act
+ result = builtin_provider.credentials
+
+ # Assert
+ assert result == {}
+
+ def test_builtin_tool_provider_credentials_empty_when_empty_string(self):
+ """Test credentials property returns empty dict when encrypted_credentials is empty."""
+ # Arrange
+ builtin_provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="test_provider",
+ name="Test Provider",
+ encrypted_credentials="",
+ )
+
+ # Act
+ result = builtin_provider.credentials
+
+ # Assert
+ assert result == {}
+
+ def test_builtin_tool_provider_default_values(self):
+ """Test builtin tool provider default values."""
+ # Arrange & Act
+ builtin_provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="test_provider",
+ name="Test Provider",
+ )
+
+ # Assert
+ assert builtin_provider.is_default is False
+ assert builtin_provider.credential_type == "api-key"
+ assert builtin_provider.expires_at == -1
+
+ def test_builtin_tool_provider_with_oauth_credential_type(self):
+ """Test builtin tool provider with OAuth credential type."""
+ # Arrange
+ credentials = {
+ "access_token": "oauth_token_123",
+ "refresh_token": "refresh_token_456",
+ "token_type": "Bearer",
+ }
+
+ # Act
+ builtin_provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="google",
+ name="Google OAuth",
+ encrypted_credentials=json.dumps(credentials),
+ credential_type="oauth2",
+ expires_at=1735689600,
+ )
+
+ # Assert
+ assert builtin_provider.credential_type == "oauth2"
+ assert builtin_provider.expires_at == 1735689600
+ assert builtin_provider.credentials["access_token"] == "oauth_token_123"
+
+ def test_builtin_tool_provider_is_default_flag(self):
+ """Test is_default flag for builtin tool provider."""
+ # Arrange
+ provider1 = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="google",
+ name="Google Key 1",
+ is_default=True,
+ )
+ provider2 = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="google",
+ name="Google Key 2",
+ is_default=False,
+ )
+
+ # Assert
+ assert provider1.is_default is True
+ assert provider2.is_default is False
+
+ def test_builtin_tool_provider_unique_constraint_fields(self):
+ """Test unique constraint fields (tenant_id, provider, name)."""
+ # Arrange
+ tenant_id = str(uuid4())
+ provider_name = "google"
+ credential_name = "My Google Key"
+
+ # Act
+ builtin_provider = BuiltinToolProvider(
+ tenant_id=tenant_id,
+ user_id=str(uuid4()),
+ provider=provider_name,
+ name=credential_name,
+ )
+
+ # Assert - these fields form unique constraint
+ assert builtin_provider.tenant_id == tenant_id
+ assert builtin_provider.provider == provider_name
+ assert builtin_provider.name == credential_name
+
+ def test_builtin_tool_provider_multiple_credentials_same_provider(self):
+ """Test multiple credential sets for the same provider."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+ provider = "openai"
+
+ # Act - create multiple credentials for same provider
+ provider1 = BuiltinToolProvider(
+ tenant_id=tenant_id,
+ user_id=user_id,
+ provider=provider,
+ name="OpenAI Key 1",
+ encrypted_credentials=json.dumps({"api_key": "key1"}),
+ )
+ provider2 = BuiltinToolProvider(
+ tenant_id=tenant_id,
+ user_id=user_id,
+ provider=provider,
+ name="OpenAI Key 2",
+ encrypted_credentials=json.dumps({"api_key": "key2"}),
+ )
+
+ # Assert - different names allow multiple credentials
+ assert provider1.provider == provider2.provider
+ assert provider1.name != provider2.name
+ assert provider1.credentials != provider2.credentials
+
+
+class TestApiToolProviderValidation:
+ """Test suite for ApiToolProvider model validation and operations."""
+
+ def test_api_tool_provider_creation_with_required_fields(self):
+ """Test creating an API tool provider with all required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+ provider_name = "Custom API"
+ schema = '{"openapi": "3.0.0", "info": {"title": "Test API"}}'
+ tools = [{"name": "test_tool", "description": "A test tool"}]
+ credentials = {"auth_type": "api_key", "api_key_value": "test123"}
+
+ # Act
+ api_provider = ApiToolProvider(
+ tenant_id=tenant_id,
+ user_id=user_id,
+ name=provider_name,
+ icon='{"type": "emoji", "value": "🔧"}',
+ schema=schema,
+ schema_type_str="openapi",
+ description="Custom API for testing",
+ tools_str=json.dumps(tools),
+ credentials_str=json.dumps(credentials),
+ )
+
+ # Assert
+ assert api_provider.tenant_id == tenant_id
+ assert api_provider.user_id == user_id
+ assert api_provider.name == provider_name
+ assert api_provider.schema == schema
+ assert api_provider.schema_type_str == "openapi"
+ assert api_provider.description == "Custom API for testing"
+
+ def test_api_tool_provider_schema_type_property(self):
+ """Test schema_type property converts string to enum."""
+ # Arrange
+ api_provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Test API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Test",
+ tools_str="[]",
+ credentials_str="{}",
+ )
+
+ # Act
+ result = api_provider.schema_type
+
+ # Assert
+ assert result == ApiProviderSchemaType.OPENAPI
+
+ def test_api_tool_provider_tools_property(self):
+ """Test tools property parses JSON and returns ApiToolBundle list."""
+ # Arrange
+ tools_data = [
+ {
+ "author": "test",
+ "server_url": "https://api.weather.com",
+ "method": "get",
+ "summary": "Get weather information",
+ "operation_id": "getWeather",
+ "parameters": [],
+ "openapi": {
+ "operation_id": "getWeather",
+ "parameters": [],
+ "method": "get",
+ "path": "/weather",
+ "server_url": "https://api.weather.com",
+ },
+ },
+ {
+ "author": "test",
+ "server_url": "https://api.location.com",
+ "method": "get",
+ "summary": "Get location data",
+ "operation_id": "getLocation",
+ "parameters": [],
+ "openapi": {
+ "operation_id": "getLocation",
+ "parameters": [],
+ "method": "get",
+ "path": "/location",
+ "server_url": "https://api.location.com",
+ },
+ },
+ ]
+ api_provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Weather API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Weather API",
+ tools_str=json.dumps(tools_data),
+ credentials_str="{}",
+ )
+
+ # Act
+ result = api_provider.tools
+
+ # Assert
+ assert len(result) == 2
+ assert result[0].operation_id == "getWeather"
+ assert result[1].operation_id == "getLocation"
+
+ def test_api_tool_provider_credentials_property(self):
+ """Test credentials property parses JSON correctly."""
+ # Arrange
+ credentials_data = {
+ "auth_type": "api_key_header",
+ "api_key_header": "Authorization",
+ "api_key_value": "Bearer test_token",
+ "api_key_header_prefix": "bearer",
+ }
+ api_provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Secure API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Secure API",
+ tools_str="[]",
+ credentials_str=json.dumps(credentials_data),
+ )
+
+ # Act
+ result = api_provider.credentials
+
+ # Assert
+ assert result["auth_type"] == "api_key_header"
+ assert result["api_key_header"] == "Authorization"
+ assert result["api_key_value"] == "Bearer test_token"
+
+ def test_api_tool_provider_with_privacy_policy(self):
+ """Test API tool provider with privacy policy."""
+ # Arrange
+ privacy_policy_url = "https://example.com/privacy"
+
+ # Act
+ api_provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Privacy API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="API with privacy policy",
+ tools_str="[]",
+ credentials_str="{}",
+ privacy_policy=privacy_policy_url,
+ )
+
+ # Assert
+ assert api_provider.privacy_policy == privacy_policy_url
+
+ def test_api_tool_provider_with_custom_disclaimer(self):
+ """Test API tool provider with custom disclaimer."""
+ # Arrange
+ disclaimer = "This API is provided as-is without warranty."
+
+ # Act
+ api_provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Disclaimer API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="API with disclaimer",
+ tools_str="[]",
+ credentials_str="{}",
+ custom_disclaimer=disclaimer,
+ )
+
+ # Assert
+ assert api_provider.custom_disclaimer == disclaimer
+
+ def test_api_tool_provider_default_custom_disclaimer(self):
+ """Test API tool provider default custom_disclaimer is empty string."""
+ # Arrange & Act
+ api_provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Default API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="API",
+ tools_str="[]",
+ credentials_str="{}",
+ )
+
+ # Assert
+ assert api_provider.custom_disclaimer == ""
+
+ def test_api_tool_provider_unique_constraint_fields(self):
+ """Test unique constraint fields (name, tenant_id)."""
+ # Arrange
+ tenant_id = str(uuid4())
+ provider_name = "Unique API"
+
+ # Act
+ api_provider = ApiToolProvider(
+ tenant_id=tenant_id,
+ user_id=str(uuid4()),
+ name=provider_name,
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Unique API",
+ tools_str="[]",
+ credentials_str="{}",
+ )
+
+ # Assert - these fields form unique constraint
+ assert api_provider.tenant_id == tenant_id
+ assert api_provider.name == provider_name
+
+ def test_api_tool_provider_with_no_auth(self):
+ """Test API tool provider with no authentication."""
+ # Arrange
+ credentials = {"auth_type": "none"}
+
+ # Act
+ api_provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Public API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Public API with no auth",
+ tools_str="[]",
+ credentials_str=json.dumps(credentials),
+ )
+
+ # Assert
+ assert api_provider.credentials["auth_type"] == "none"
+
+ def test_api_tool_provider_with_api_key_query_auth(self):
+ """Test API tool provider with API key in query parameter."""
+ # Arrange
+ credentials = {
+ "auth_type": "api_key_query",
+ "api_key_query_param": "apikey",
+ "api_key_value": "my_secret_key",
+ }
+
+ # Act
+ api_provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Query Auth API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="API with query auth",
+ tools_str="[]",
+ credentials_str=json.dumps(credentials),
+ )
+
+ # Assert
+ assert api_provider.credentials["auth_type"] == "api_key_query"
+ assert api_provider.credentials["api_key_query_param"] == "apikey"
+
+
+class TestToolOAuthModels:
+ """Test suite for OAuth client models (system and tenant level)."""
+
+ def test_oauth_system_client_creation(self):
+ """Test creating a system-level OAuth client."""
+ # Arrange
+ plugin_id = "builtin.google"
+ provider = "google"
+ oauth_params = json.dumps(
+ {"client_id": "system_client_id", "client_secret": "system_secret", "scope": "email profile"}
+ )
+
+ # Act
+ oauth_client = ToolOAuthSystemClient(
+ plugin_id=plugin_id,
+ provider=provider,
+ encrypted_oauth_params=oauth_params,
+ )
+
+ # Assert
+ assert oauth_client.plugin_id == plugin_id
+ assert oauth_client.provider == provider
+ assert oauth_client.encrypted_oauth_params == oauth_params
+
+ def test_oauth_system_client_unique_constraint(self):
+ """Test unique constraint on plugin_id and provider."""
+ # Arrange
+ plugin_id = "builtin.github"
+ provider = "github"
+
+ # Act
+ oauth_client = ToolOAuthSystemClient(
+ plugin_id=plugin_id,
+ provider=provider,
+ encrypted_oauth_params="{}",
+ )
+
+ # Assert - these fields form unique constraint
+ assert oauth_client.plugin_id == plugin_id
+ assert oauth_client.provider == provider
+
+ def test_oauth_tenant_client_creation(self):
+ """Test creating a tenant-level OAuth client."""
+ # Arrange
+ tenant_id = str(uuid4())
+ plugin_id = "builtin.google"
+ provider = "google"
+
+ # Act
+ oauth_client = ToolOAuthTenantClient(
+ tenant_id=tenant_id,
+ plugin_id=plugin_id,
+ provider=provider,
+ )
+ # Set encrypted_oauth_params after creation (it has init=False)
+ oauth_params = json.dumps({"client_id": "tenant_client_id", "client_secret": "tenant_secret"})
+ oauth_client.encrypted_oauth_params = oauth_params
+
+ # Assert
+ assert oauth_client.tenant_id == tenant_id
+ assert oauth_client.plugin_id == plugin_id
+ assert oauth_client.provider == provider
+
+ def test_oauth_tenant_client_enabled_default(self):
+ """Test OAuth tenant client enabled flag has init=False and uses server default."""
+ # Arrange & Act
+ oauth_client = ToolOAuthTenantClient(
+ tenant_id=str(uuid4()),
+ plugin_id="builtin.slack",
+ provider="slack",
+ )
+
+ # Assert - enabled has init=False, so it won't be set until saved to DB
+ # We can manually set it to test the field exists
+ oauth_client.enabled = True
+ assert oauth_client.enabled is True
+
+ def test_oauth_tenant_client_oauth_params_property(self):
+ """Test oauth_params property parses JSON correctly."""
+ # Arrange
+ params_data = {
+ "client_id": "test_client_123",
+ "client_secret": "secret_456",
+ "redirect_uri": "https://app.example.com/callback",
+ }
+ oauth_client = ToolOAuthTenantClient(
+ tenant_id=str(uuid4()),
+ plugin_id="builtin.dropbox",
+ provider="dropbox",
+ )
+ # Set encrypted_oauth_params after creation (it has init=False)
+ oauth_client.encrypted_oauth_params = json.dumps(params_data)
+
+ # Act
+ result = oauth_client.oauth_params
+
+ # Assert
+ assert result == params_data
+ assert result["client_id"] == "test_client_123"
+ assert result["redirect_uri"] == "https://app.example.com/callback"
+
+ def test_oauth_tenant_client_oauth_params_empty_when_none(self):
+ """Test oauth_params returns empty dict when encrypted_oauth_params is None."""
+ # Arrange
+ oauth_client = ToolOAuthTenantClient(
+ tenant_id=str(uuid4()),
+ plugin_id="builtin.test",
+ provider="test",
+ )
+ # encrypted_oauth_params has init=False, set it to None
+ oauth_client.encrypted_oauth_params = None
+
+ # Act
+ result = oauth_client.oauth_params
+
+ # Assert
+ assert result == {}
+
+ def test_oauth_tenant_client_disabled_state(self):
+ """Test OAuth tenant client can be disabled."""
+ # Arrange
+ oauth_client = ToolOAuthTenantClient(
+ tenant_id=str(uuid4()),
+ plugin_id="builtin.microsoft",
+ provider="microsoft",
+ )
+
+ # Act
+ oauth_client.enabled = False
+
+ # Assert
+ assert oauth_client.enabled is False
+
+
+class TestToolLabelBinding:
+ """Test suite for ToolLabelBinding model."""
+
+ def test_tool_label_binding_creation(self):
+ """Test creating a tool label binding."""
+ # Arrange
+ tool_id = "google.search"
+ tool_type = "builtin"
+ label_name = "search"
+
+ # Act
+ label_binding = ToolLabelBinding(
+ tool_id=tool_id,
+ tool_type=tool_type,
+ label_name=label_name,
+ )
+
+ # Assert
+ assert label_binding.tool_id == tool_id
+ assert label_binding.tool_type == tool_type
+ assert label_binding.label_name == label_name
+
+ def test_tool_label_binding_unique_constraint(self):
+ """Test unique constraint on tool_id and label_name."""
+ # Arrange
+ tool_id = "openai.text_generation"
+ label_name = "text"
+
+ # Act
+ label_binding = ToolLabelBinding(
+ tool_id=tool_id,
+ tool_type="builtin",
+ label_name=label_name,
+ )
+
+ # Assert - these fields form unique constraint
+ assert label_binding.tool_id == tool_id
+ assert label_binding.label_name == label_name
+
+ def test_tool_label_binding_multiple_labels_same_tool(self):
+ """Test multiple labels can be bound to the same tool."""
+ # Arrange
+ tool_id = "google.search"
+ tool_type = "builtin"
+
+ # Act
+ binding1 = ToolLabelBinding(
+ tool_id=tool_id,
+ tool_type=tool_type,
+ label_name="search",
+ )
+ binding2 = ToolLabelBinding(
+ tool_id=tool_id,
+ tool_type=tool_type,
+ label_name="productivity",
+ )
+
+ # Assert
+ assert binding1.tool_id == binding2.tool_id
+ assert binding1.label_name != binding2.label_name
+
+ def test_tool_label_binding_different_tool_types(self):
+ """Test label bindings for different tool types."""
+ # Arrange
+ tool_types = ["builtin", "api", "workflow"]
+
+ # Act & Assert
+ for tool_type in tool_types:
+ binding = ToolLabelBinding(
+ tool_id=f"test_tool_{tool_type}",
+ tool_type=tool_type,
+ label_name="test",
+ )
+ assert binding.tool_type == tool_type
+
+
+class TestCredentialStorage:
+ """Test suite for credential storage and encryption patterns."""
+
+ def test_builtin_provider_credential_storage_format(self):
+ """Test builtin provider stores credentials as JSON string."""
+ # Arrange
+ credentials = {
+ "api_key": "sk-test123",
+ "endpoint": "https://api.example.com",
+ "timeout": 30,
+ }
+
+ # Act
+ provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="test",
+ name="Test Provider",
+ encrypted_credentials=json.dumps(credentials),
+ )
+
+ # Assert
+ assert isinstance(provider.encrypted_credentials, str)
+ assert provider.credentials == credentials
+
+ def test_api_provider_credential_storage_format(self):
+ """Test API provider stores credentials as JSON string."""
+ # Arrange
+ credentials = {
+ "auth_type": "api_key_header",
+ "api_key_header": "X-API-Key",
+ "api_key_value": "secret_key_789",
+ }
+
+ # Act
+ provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Test API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Test",
+ tools_str="[]",
+ credentials_str=json.dumps(credentials),
+ )
+
+ # Assert
+ assert isinstance(provider.credentials_str, str)
+ assert provider.credentials == credentials
+
+ def test_builtin_provider_complex_credential_structure(self):
+ """Test builtin provider with complex nested credential structure."""
+ # Arrange
+ credentials = {
+ "auth_type": "oauth2",
+ "oauth_config": {
+ "access_token": "token123",
+ "refresh_token": "refresh456",
+ "expires_in": 3600,
+ "token_type": "Bearer",
+ },
+ "additional_headers": {"X-Custom-Header": "value"},
+ }
+
+ # Act
+ provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="oauth_provider",
+ name="OAuth Provider",
+ encrypted_credentials=json.dumps(credentials),
+ )
+
+ # Assert
+ assert provider.credentials["oauth_config"]["access_token"] == "token123"
+ assert provider.credentials["additional_headers"]["X-Custom-Header"] == "value"
+
+ def test_api_provider_credential_update_pattern(self):
+ """Test pattern for updating API provider credentials."""
+ # Arrange
+ original_credentials = {"auth_type": "api_key_header", "api_key_value": "old_key"}
+ provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ name="Update Test",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Test",
+ tools_str="[]",
+ credentials_str=json.dumps(original_credentials),
+ )
+
+ # Act - simulate credential update
+ new_credentials = {"auth_type": "api_key_header", "api_key_value": "new_key"}
+ provider.credentials_str = json.dumps(new_credentials)
+
+ # Assert
+ assert provider.credentials["api_key_value"] == "new_key"
+
+ def test_builtin_provider_credential_expiration(self):
+ """Test builtin provider credential expiration tracking."""
+ # Arrange
+ future_timestamp = 1735689600 # Future date
+ past_timestamp = 1609459200 # Past date
+
+ # Act
+ active_provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="active",
+ name="Active Provider",
+ expires_at=future_timestamp,
+ )
+ expired_provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="expired",
+ name="Expired Provider",
+ expires_at=past_timestamp,
+ )
+ never_expires_provider = BuiltinToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=str(uuid4()),
+ provider="permanent",
+ name="Permanent Provider",
+ expires_at=-1,
+ )
+
+ # Assert
+ assert active_provider.expires_at == future_timestamp
+ assert expired_provider.expires_at == past_timestamp
+ assert never_expires_provider.expires_at == -1
+
+ def test_oauth_client_credential_storage(self):
+ """Test OAuth client credential storage pattern."""
+ # Arrange
+ oauth_credentials = {
+ "client_id": "oauth_client_123",
+ "client_secret": "oauth_secret_456",
+ "authorization_url": "https://oauth.example.com/authorize",
+ "token_url": "https://oauth.example.com/token",
+ "scope": "read write",
+ }
+
+ # Act
+ system_client = ToolOAuthSystemClient(
+ plugin_id="builtin.oauth_test",
+ provider="oauth_test",
+ encrypted_oauth_params=json.dumps(oauth_credentials),
+ )
+
+ tenant_client = ToolOAuthTenantClient(
+ tenant_id=str(uuid4()),
+ plugin_id="builtin.oauth_test",
+ provider="oauth_test",
+ )
+ # Set encrypted_oauth_params after creation (it has init=False)
+ tenant_client.encrypted_oauth_params = json.dumps(oauth_credentials)
+
+ # Assert
+ assert system_client.encrypted_oauth_params == json.dumps(oauth_credentials)
+ assert tenant_client.oauth_params == oauth_credentials
+
+
+class TestToolProviderRelationships:
+ """Test suite for tool provider relationships and associations."""
+
+ def test_builtin_provider_tenant_relationship(self):
+ """Test builtin provider belongs to a tenant."""
+ # Arrange
+ tenant_id = str(uuid4())
+
+ # Act
+ provider = BuiltinToolProvider(
+ tenant_id=tenant_id,
+ user_id=str(uuid4()),
+ provider="test",
+ name="Test Provider",
+ )
+
+ # Assert
+ assert provider.tenant_id == tenant_id
+
+ def test_api_provider_user_relationship(self):
+ """Test API provider belongs to a user."""
+ # Arrange
+ user_id = str(uuid4())
+
+ # Act
+ provider = ApiToolProvider(
+ tenant_id=str(uuid4()),
+ user_id=user_id,
+ name="User API",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Test",
+ tools_str="[]",
+ credentials_str="{}",
+ )
+
+ # Assert
+ assert provider.user_id == user_id
+
+ def test_multiple_providers_same_tenant(self):
+ """Test multiple providers can belong to the same tenant."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+
+ # Act
+ builtin1 = BuiltinToolProvider(
+ tenant_id=tenant_id,
+ user_id=user_id,
+ provider="google",
+ name="Google Key 1",
+ )
+ builtin2 = BuiltinToolProvider(
+ tenant_id=tenant_id,
+ user_id=user_id,
+ provider="openai",
+ name="OpenAI Key 1",
+ )
+ api1 = ApiToolProvider(
+ tenant_id=tenant_id,
+ user_id=user_id,
+ name="Custom API 1",
+ icon="{}",
+ schema="{}",
+ schema_type_str="openapi",
+ description="Test",
+ tools_str="[]",
+ credentials_str="{}",
+ )
+
+ # Assert
+ assert builtin1.tenant_id == tenant_id
+ assert builtin2.tenant_id == tenant_id
+ assert api1.tenant_id == tenant_id
+
+ def test_tool_label_bindings_for_provider_tools(self):
+ """Test tool label bindings can be associated with provider tools."""
+ # Arrange
+ provider_name = "google"
+ tool_id = f"{provider_name}.search"
+
+ # Act
+ binding1 = ToolLabelBinding(
+ tool_id=tool_id,
+ tool_type="builtin",
+ label_name="search",
+ )
+ binding2 = ToolLabelBinding(
+ tool_id=tool_id,
+ tool_type="builtin",
+ label_name="web",
+ )
+
+ # Assert
+ assert binding1.tool_id == tool_id
+ assert binding2.tool_id == tool_id
+ assert binding1.label_name != binding2.label_name
diff --git a/api/tests/unit_tests/models/test_workflow_models.py b/api/tests/unit_tests/models/test_workflow_models.py
new file mode 100644
index 0000000000..9907cf05c0
--- /dev/null
+++ b/api/tests/unit_tests/models/test_workflow_models.py
@@ -0,0 +1,1044 @@
+"""
+Comprehensive unit tests for Workflow models.
+
+This test suite covers:
+- Workflow model validation
+- WorkflowRun state transitions
+- NodeExecution relationships
+- Graph configuration validation
+"""
+
+import json
+from datetime import UTC, datetime
+from uuid import uuid4
+
+import pytest
+
+from core.workflow.enums import (
+ NodeType,
+ WorkflowExecutionStatus,
+ WorkflowNodeExecutionStatus,
+)
+from models.enums import CreatorUserRole, WorkflowRunTriggeredFrom
+from models.workflow import (
+ Workflow,
+ WorkflowNodeExecutionModel,
+ WorkflowNodeExecutionTriggeredFrom,
+ WorkflowRun,
+ WorkflowType,
+)
+
+
+class TestWorkflowModelValidation:
+ """Test suite for Workflow model validation and basic operations."""
+
+ def test_workflow_creation_with_required_fields(self):
+ """Test creating a workflow with all required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ app_id = str(uuid4())
+ created_by = str(uuid4())
+ graph = json.dumps({"nodes": [], "edges": []})
+ features = json.dumps({"file_upload": {"enabled": True}})
+
+ # Act
+ workflow = Workflow.new(
+ tenant_id=tenant_id,
+ app_id=app_id,
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph=graph,
+ features=features,
+ created_by=created_by,
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Assert
+ assert workflow.tenant_id == tenant_id
+ assert workflow.app_id == app_id
+ assert workflow.type == WorkflowType.WORKFLOW.value
+ assert workflow.version == "draft"
+ assert workflow.graph == graph
+ assert workflow.created_by == created_by
+ assert workflow.created_at is not None
+ assert workflow.updated_at is not None
+
+ def test_workflow_type_enum_values(self):
+ """Test WorkflowType enum values."""
+ # Assert
+ assert WorkflowType.WORKFLOW.value == "workflow"
+ assert WorkflowType.CHAT.value == "chat"
+ assert WorkflowType.RAG_PIPELINE.value == "rag-pipeline"
+
+ def test_workflow_type_value_of(self):
+ """Test WorkflowType.value_of method."""
+ # Act & Assert
+ assert WorkflowType.value_of("workflow") == WorkflowType.WORKFLOW
+ assert WorkflowType.value_of("chat") == WorkflowType.CHAT
+ assert WorkflowType.value_of("rag-pipeline") == WorkflowType.RAG_PIPELINE
+
+ with pytest.raises(ValueError, match="invalid workflow type value"):
+ WorkflowType.value_of("invalid_type")
+
+ def test_workflow_graph_dict_property(self):
+ """Test graph_dict property parses JSON correctly."""
+ # Arrange
+ graph_data = {"nodes": [{"id": "start", "type": "start"}], "edges": []}
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph=json.dumps(graph_data),
+ features="{}",
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Act
+ result = workflow.graph_dict
+
+ # Assert
+ assert result == graph_data
+ assert "nodes" in result
+ assert len(result["nodes"]) == 1
+
+ def test_workflow_features_dict_property(self):
+ """Test features_dict property parses JSON correctly."""
+ # Arrange
+ features_data = {"file_upload": {"enabled": True, "max_files": 5}}
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph="{}",
+ features=json.dumps(features_data),
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Act
+ result = workflow.features_dict
+
+ # Assert
+ assert result == features_data
+ assert result["file_upload"]["enabled"] is True
+ assert result["file_upload"]["max_files"] == 5
+
+ def test_workflow_with_marked_name_and_comment(self):
+ """Test workflow creation with marked name and comment."""
+ # Arrange & Act
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="v1.0",
+ graph="{}",
+ features="{}",
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ marked_name="Production Release",
+ marked_comment="Initial production version",
+ )
+
+ # Assert
+ assert workflow.marked_name == "Production Release"
+ assert workflow.marked_comment == "Initial production version"
+
+ def test_workflow_version_draft_constant(self):
+ """Test VERSION_DRAFT constant."""
+ # Assert
+ assert Workflow.VERSION_DRAFT == "draft"
+
+
+class TestWorkflowRunStateTransitions:
+ """Test suite for WorkflowRun state transitions and lifecycle."""
+
+ def test_workflow_run_creation_with_required_fields(self):
+ """Test creating a workflow run with required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ app_id = str(uuid4())
+ workflow_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ workflow_run = WorkflowRun(
+ tenant_id=tenant_id,
+ app_id=app_id,
+ workflow_id=workflow_id,
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.DEBUGGING.value,
+ version="draft",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=created_by,
+ )
+
+ # Assert
+ assert workflow_run.tenant_id == tenant_id
+ assert workflow_run.app_id == app_id
+ assert workflow_run.workflow_id == workflow_id
+ assert workflow_run.type == WorkflowType.WORKFLOW.value
+ assert workflow_run.triggered_from == WorkflowRunTriggeredFrom.DEBUGGING.value
+ assert workflow_run.status == WorkflowExecutionStatus.RUNNING.value
+ assert workflow_run.created_by == created_by
+
+ def test_workflow_run_state_transition_running_to_succeeded(self):
+ """Test state transition from running to succeeded."""
+ # Arrange
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.END_USER.value,
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ workflow_run.status = WorkflowExecutionStatus.SUCCEEDED.value
+ workflow_run.finished_at = datetime.now(UTC)
+ workflow_run.elapsed_time = 2.5
+
+ # Assert
+ assert workflow_run.status == WorkflowExecutionStatus.SUCCEEDED.value
+ assert workflow_run.finished_at is not None
+ assert workflow_run.elapsed_time == 2.5
+
+ def test_workflow_run_state_transition_running_to_failed(self):
+ """Test state transition from running to failed with error."""
+ # Arrange
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ workflow_run.status = WorkflowExecutionStatus.FAILED.value
+ workflow_run.error = "Node execution failed: Invalid input"
+ workflow_run.finished_at = datetime.now(UTC)
+
+ # Assert
+ assert workflow_run.status == WorkflowExecutionStatus.FAILED.value
+ assert workflow_run.error == "Node execution failed: Invalid input"
+ assert workflow_run.finished_at is not None
+
+ def test_workflow_run_state_transition_running_to_stopped(self):
+ """Test state transition from running to stopped."""
+ # Arrange
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.DEBUGGING.value,
+ version="draft",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ workflow_run.status = WorkflowExecutionStatus.STOPPED.value
+ workflow_run.finished_at = datetime.now(UTC)
+
+ # Assert
+ assert workflow_run.status == WorkflowExecutionStatus.STOPPED.value
+ assert workflow_run.finished_at is not None
+
+ def test_workflow_run_state_transition_running_to_paused(self):
+ """Test state transition from running to paused."""
+ # Arrange
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.END_USER.value,
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ workflow_run.status = WorkflowExecutionStatus.PAUSED.value
+
+ # Assert
+ assert workflow_run.status == WorkflowExecutionStatus.PAUSED.value
+ assert workflow_run.finished_at is None # Not finished when paused
+
+ def test_workflow_run_state_transition_paused_to_running(self):
+ """Test state transition from paused back to running."""
+ # Arrange
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.PAUSED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ )
+
+ # Act
+ workflow_run.status = WorkflowExecutionStatus.RUNNING.value
+
+ # Assert
+ assert workflow_run.status == WorkflowExecutionStatus.RUNNING.value
+
+ def test_workflow_run_with_partial_succeeded_status(self):
+ """Test workflow run with partial-succeeded status."""
+ # Arrange & Act
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.PARTIAL_SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ exceptions_count=2,
+ )
+
+ # Assert
+ assert workflow_run.status == WorkflowExecutionStatus.PARTIAL_SUCCEEDED.value
+ assert workflow_run.exceptions_count == 2
+
+ def test_workflow_run_with_inputs_and_outputs(self):
+ """Test workflow run with inputs and outputs as JSON."""
+ # Arrange
+ inputs = {"query": "What is AI?", "context": "technology"}
+ outputs = {"answer": "AI is Artificial Intelligence", "confidence": 0.95}
+
+ # Act
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.END_USER.value,
+ created_by=str(uuid4()),
+ inputs=json.dumps(inputs),
+ outputs=json.dumps(outputs),
+ )
+
+ # Assert
+ assert workflow_run.inputs_dict == inputs
+ assert workflow_run.outputs_dict == outputs
+
+ def test_workflow_run_graph_dict_property(self):
+ """Test graph_dict property for workflow run."""
+ # Arrange
+ graph = {"nodes": [{"id": "start", "type": "start"}], "edges": []}
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.DEBUGGING.value,
+ version="draft",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ graph=json.dumps(graph),
+ )
+
+ # Act
+ result = workflow_run.graph_dict
+
+ # Assert
+ assert result == graph
+ assert "nodes" in result
+
+ def test_workflow_run_to_dict_serialization(self):
+ """Test WorkflowRun to_dict method."""
+ # Arrange
+ workflow_run_id = str(uuid4())
+ tenant_id = str(uuid4())
+ app_id = str(uuid4())
+ workflow_id = str(uuid4())
+ created_by = str(uuid4())
+
+ workflow_run = WorkflowRun(
+ tenant_id=tenant_id,
+ app_id=app_id,
+ workflow_id=workflow_id,
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=created_by,
+ total_tokens=1500,
+ total_steps=5,
+ )
+ workflow_run.id = workflow_run_id
+
+ # Act
+ result = workflow_run.to_dict()
+
+ # Assert
+ assert result["id"] == workflow_run_id
+ assert result["tenant_id"] == tenant_id
+ assert result["app_id"] == app_id
+ assert result["workflow_id"] == workflow_id
+ assert result["status"] == WorkflowExecutionStatus.SUCCEEDED.value
+ assert result["total_tokens"] == 1500
+ assert result["total_steps"] == 5
+
+ def test_workflow_run_from_dict_deserialization(self):
+ """Test WorkflowRun from_dict method."""
+ # Arrange
+ data = {
+ "id": str(uuid4()),
+ "tenant_id": str(uuid4()),
+ "app_id": str(uuid4()),
+ "workflow_id": str(uuid4()),
+ "type": WorkflowType.WORKFLOW.value,
+ "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value,
+ "version": "v1.0",
+ "graph": {"nodes": [], "edges": []},
+ "inputs": {"query": "test"},
+ "status": WorkflowExecutionStatus.SUCCEEDED.value,
+ "outputs": {"result": "success"},
+ "error": None,
+ "elapsed_time": 3.5,
+ "total_tokens": 2000,
+ "total_steps": 10,
+ "created_by_role": CreatorUserRole.ACCOUNT.value,
+ "created_by": str(uuid4()),
+ "created_at": datetime.now(UTC),
+ "finished_at": datetime.now(UTC),
+ "exceptions_count": 0,
+ }
+
+ # Act
+ workflow_run = WorkflowRun.from_dict(data)
+
+ # Assert
+ assert workflow_run.id == data["id"]
+ assert workflow_run.workflow_id == data["workflow_id"]
+ assert workflow_run.status == WorkflowExecutionStatus.SUCCEEDED.value
+ assert workflow_run.total_tokens == 2000
+
+
+class TestNodeExecutionRelationships:
+ """Test suite for WorkflowNodeExecutionModel relationships and data."""
+
+ def test_node_execution_creation_with_required_fields(self):
+ """Test creating a node execution with required fields."""
+ # Arrange
+ tenant_id = str(uuid4())
+ app_id = str(uuid4())
+ workflow_id = str(uuid4())
+ workflow_run_id = str(uuid4())
+ created_by = str(uuid4())
+
+ # Act
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=tenant_id,
+ app_id=app_id,
+ workflow_id=workflow_id,
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=workflow_run_id,
+ index=1,
+ node_id="start",
+ node_type=NodeType.START.value,
+ title="Start Node",
+ status=WorkflowNodeExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=created_by,
+ )
+
+ # Assert
+ assert node_execution.tenant_id == tenant_id
+ assert node_execution.app_id == app_id
+ assert node_execution.workflow_id == workflow_id
+ assert node_execution.workflow_run_id == workflow_run_id
+ assert node_execution.node_id == "start"
+ assert node_execution.node_type == NodeType.START.value
+ assert node_execution.index == 1
+
+ def test_node_execution_with_predecessor_relationship(self):
+ """Test node execution with predecessor node relationship."""
+ # Arrange
+ predecessor_node_id = "start"
+ current_node_id = "llm_1"
+
+ # Act
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=2,
+ predecessor_node_id=predecessor_node_id,
+ node_id=current_node_id,
+ node_type=NodeType.LLM.value,
+ title="LLM Node",
+ status=WorkflowNodeExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ )
+
+ # Assert
+ assert node_execution.predecessor_node_id == predecessor_node_id
+ assert node_execution.node_id == current_node_id
+ assert node_execution.index == 2
+
+ def test_node_execution_single_step_debugging(self):
+ """Test node execution for single-step debugging (no workflow_run_id)."""
+ # Arrange & Act
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP.value,
+ workflow_run_id=None, # Single-step has no workflow run
+ index=1,
+ node_id="llm_test",
+ node_type=NodeType.LLM.value,
+ title="Test LLM",
+ status=WorkflowNodeExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ )
+
+ # Assert
+ assert node_execution.triggered_from == WorkflowNodeExecutionTriggeredFrom.SINGLE_STEP.value
+ assert node_execution.workflow_run_id is None
+
+ def test_node_execution_with_inputs_outputs_process_data(self):
+ """Test node execution with inputs, outputs, and process_data."""
+ # Arrange
+ inputs = {"query": "What is AI?", "temperature": 0.7}
+ outputs = {"answer": "AI is Artificial Intelligence"}
+ process_data = {"tokens_used": 150, "model": "gpt-4"}
+
+ # Act
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=1,
+ node_id="llm_1",
+ node_type=NodeType.LLM.value,
+ title="LLM Node",
+ status=WorkflowNodeExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ inputs=json.dumps(inputs),
+ outputs=json.dumps(outputs),
+ process_data=json.dumps(process_data),
+ )
+
+ # Assert
+ assert node_execution.inputs_dict == inputs
+ assert node_execution.outputs_dict == outputs
+ assert node_execution.process_data_dict == process_data
+
+ def test_node_execution_status_transitions(self):
+ """Test node execution status transitions."""
+ # Arrange
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=1,
+ node_id="code_1",
+ node_type=NodeType.CODE.value,
+ title="Code Node",
+ status=WorkflowNodeExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ )
+
+ # Act - transition to succeeded
+ node_execution.status = WorkflowNodeExecutionStatus.SUCCEEDED.value
+ node_execution.elapsed_time = 1.2
+ node_execution.finished_at = datetime.now(UTC)
+
+ # Assert
+ assert node_execution.status == WorkflowNodeExecutionStatus.SUCCEEDED.value
+ assert node_execution.elapsed_time == 1.2
+ assert node_execution.finished_at is not None
+
+ def test_node_execution_with_error(self):
+ """Test node execution with error status."""
+ # Arrange
+ error_message = "Code execution failed: SyntaxError on line 5"
+
+ # Act
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=3,
+ node_id="code_1",
+ node_type=NodeType.CODE.value,
+ title="Code Node",
+ status=WorkflowNodeExecutionStatus.FAILED.value,
+ error=error_message,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ )
+
+ # Assert
+ assert node_execution.status == WorkflowNodeExecutionStatus.FAILED.value
+ assert node_execution.error == error_message
+
+ def test_node_execution_with_metadata(self):
+ """Test node execution with execution metadata."""
+ # Arrange
+ metadata = {
+ "total_tokens": 500,
+ "total_price": 0.01,
+ "currency": "USD",
+ "tool_info": {"provider": "openai", "tool": "gpt-4"},
+ }
+
+ # Act
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=1,
+ node_id="llm_1",
+ node_type=NodeType.LLM.value,
+ title="LLM Node",
+ status=WorkflowNodeExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ execution_metadata=json.dumps(metadata),
+ )
+
+ # Assert
+ assert node_execution.execution_metadata_dict == metadata
+ assert node_execution.execution_metadata_dict["total_tokens"] == 500
+
+ def test_node_execution_metadata_dict_empty(self):
+ """Test execution_metadata_dict returns empty dict when metadata is None."""
+ # Arrange
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=1,
+ node_id="start",
+ node_type=NodeType.START.value,
+ title="Start",
+ status=WorkflowNodeExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ execution_metadata=None,
+ )
+
+ # Act
+ result = node_execution.execution_metadata_dict
+
+ # Assert
+ assert result == {}
+
+ def test_node_execution_different_node_types(self):
+ """Test node execution with different node types."""
+ # Test various node types
+ node_types = [
+ (NodeType.START, "Start Node"),
+ (NodeType.LLM, "LLM Node"),
+ (NodeType.CODE, "Code Node"),
+ (NodeType.TOOL, "Tool Node"),
+ (NodeType.IF_ELSE, "Conditional Node"),
+ (NodeType.END, "End Node"),
+ ]
+
+ for node_type, title in node_types:
+ # Act
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=1,
+ node_id=f"{node_type.value}_1",
+ node_type=node_type.value,
+ title=title,
+ status=WorkflowNodeExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ )
+
+ # Assert
+ assert node_execution.node_type == node_type.value
+ assert node_execution.title == title
+
+
+class TestGraphConfigurationValidation:
+ """Test suite for graph configuration validation."""
+
+ def test_workflow_graph_with_nodes_and_edges(self):
+ """Test workflow graph configuration with nodes and edges."""
+ # Arrange
+ graph_config = {
+ "nodes": [
+ {"id": "start", "type": "start", "data": {"title": "Start"}},
+ {"id": "llm_1", "type": "llm", "data": {"title": "LLM Node", "model": "gpt-4"}},
+ {"id": "end", "type": "end", "data": {"title": "End"}},
+ ],
+ "edges": [
+ {"source": "start", "target": "llm_1"},
+ {"source": "llm_1", "target": "end"},
+ ],
+ }
+
+ # Act
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph=json.dumps(graph_config),
+ features="{}",
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Assert
+ graph_dict = workflow.graph_dict
+ assert len(graph_dict["nodes"]) == 3
+ assert len(graph_dict["edges"]) == 2
+ assert graph_dict["nodes"][0]["id"] == "start"
+ assert graph_dict["edges"][0]["source"] == "start"
+ assert graph_dict["edges"][0]["target"] == "llm_1"
+
+ def test_workflow_graph_empty_configuration(self):
+ """Test workflow with empty graph configuration."""
+ # Arrange
+ graph_config = {"nodes": [], "edges": []}
+
+ # Act
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph=json.dumps(graph_config),
+ features="{}",
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Assert
+ graph_dict = workflow.graph_dict
+ assert graph_dict["nodes"] == []
+ assert graph_dict["edges"] == []
+
+ def test_workflow_graph_complex_node_data(self):
+ """Test workflow graph with complex node data structures."""
+ # Arrange
+ graph_config = {
+ "nodes": [
+ {
+ "id": "llm_1",
+ "type": "llm",
+ "data": {
+ "title": "Advanced LLM",
+ "model": {"provider": "openai", "name": "gpt-4", "mode": "chat"},
+ "prompt_template": [
+ {"role": "system", "text": "You are a helpful assistant"},
+ {"role": "user", "text": "{{query}}"},
+ ],
+ "model_parameters": {"temperature": 0.7, "max_tokens": 2000},
+ },
+ }
+ ],
+ "edges": [],
+ }
+
+ # Act
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph=json.dumps(graph_config),
+ features="{}",
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Assert
+ graph_dict = workflow.graph_dict
+ node_data = graph_dict["nodes"][0]["data"]
+ assert node_data["model"]["provider"] == "openai"
+ assert node_data["model_parameters"]["temperature"] == 0.7
+ assert len(node_data["prompt_template"]) == 2
+
+ def test_workflow_run_graph_preservation(self):
+ """Test that WorkflowRun preserves graph configuration from Workflow."""
+ # Arrange
+ original_graph = {
+ "nodes": [
+ {"id": "start", "type": "start"},
+ {"id": "end", "type": "end"},
+ ],
+ "edges": [{"source": "start", "target": "end"}],
+ }
+
+ # Act
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ graph=json.dumps(original_graph),
+ )
+
+ # Assert
+ assert workflow_run.graph_dict == original_graph
+ assert len(workflow_run.graph_dict["nodes"]) == 2
+
+ def test_workflow_graph_with_conditional_branches(self):
+ """Test workflow graph with conditional branching (if-else)."""
+ # Arrange
+ graph_config = {
+ "nodes": [
+ {"id": "start", "type": "start"},
+ {"id": "if_else_1", "type": "if-else", "data": {"conditions": []}},
+ {"id": "branch_true", "type": "llm"},
+ {"id": "branch_false", "type": "code"},
+ {"id": "end", "type": "end"},
+ ],
+ "edges": [
+ {"source": "start", "target": "if_else_1"},
+ {"source": "if_else_1", "sourceHandle": "true", "target": "branch_true"},
+ {"source": "if_else_1", "sourceHandle": "false", "target": "branch_false"},
+ {"source": "branch_true", "target": "end"},
+ {"source": "branch_false", "target": "end"},
+ ],
+ }
+
+ # Act
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph=json.dumps(graph_config),
+ features="{}",
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Assert
+ graph_dict = workflow.graph_dict
+ assert len(graph_dict["nodes"]) == 5
+ assert len(graph_dict["edges"]) == 5
+ # Verify conditional edges
+ conditional_edges = [e for e in graph_dict["edges"] if "sourceHandle" in e]
+ assert len(conditional_edges) == 2
+
+ def test_workflow_graph_with_loop_structure(self):
+ """Test workflow graph with loop/iteration structure."""
+ # Arrange
+ graph_config = {
+ "nodes": [
+ {"id": "start", "type": "start"},
+ {"id": "iteration_1", "type": "iteration", "data": {"iterator": "items"}},
+ {"id": "loop_body", "type": "llm"},
+ {"id": "end", "type": "end"},
+ ],
+ "edges": [
+ {"source": "start", "target": "iteration_1"},
+ {"source": "iteration_1", "target": "loop_body"},
+ {"source": "loop_body", "target": "iteration_1"},
+ {"source": "iteration_1", "target": "end"},
+ ],
+ }
+
+ # Act
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph=json.dumps(graph_config),
+ features="{}",
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Assert
+ graph_dict = workflow.graph_dict
+ iteration_node = next(n for n in graph_dict["nodes"] if n["type"] == "iteration")
+ assert iteration_node["data"]["iterator"] == "items"
+
+ def test_workflow_graph_dict_with_null_graph(self):
+ """Test graph_dict property when graph is None."""
+ # Arrange
+ workflow = Workflow.new(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ version="draft",
+ graph=None,
+ features="{}",
+ created_by=str(uuid4()),
+ environment_variables=[],
+ conversation_variables=[],
+ rag_pipeline_variables=[],
+ )
+
+ # Act
+ result = workflow.graph_dict
+
+ # Assert
+ assert result == {}
+
+ def test_workflow_run_inputs_dict_with_null_inputs(self):
+ """Test inputs_dict property when inputs is None."""
+ # Arrange
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ inputs=None,
+ )
+
+ # Act
+ result = workflow_run.inputs_dict
+
+ # Assert
+ assert result == {}
+
+ def test_workflow_run_outputs_dict_with_null_outputs(self):
+ """Test outputs_dict property when outputs is None."""
+ # Arrange
+ workflow_run = WorkflowRun(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ type=WorkflowType.WORKFLOW.value,
+ triggered_from=WorkflowRunTriggeredFrom.APP_RUN.value,
+ version="v1.0",
+ status=WorkflowExecutionStatus.RUNNING.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ outputs=None,
+ )
+
+ # Act
+ result = workflow_run.outputs_dict
+
+ # Assert
+ assert result == {}
+
+ def test_node_execution_inputs_dict_with_null_inputs(self):
+ """Test node execution inputs_dict when inputs is None."""
+ # Arrange
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=1,
+ node_id="start",
+ node_type=NodeType.START.value,
+ title="Start",
+ status=WorkflowNodeExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ inputs=None,
+ )
+
+ # Act
+ result = node_execution.inputs_dict
+
+ # Assert
+ assert result is None
+
+ def test_node_execution_outputs_dict_with_null_outputs(self):
+ """Test node execution outputs_dict when outputs is None."""
+ # Arrange
+ node_execution = WorkflowNodeExecutionModel(
+ tenant_id=str(uuid4()),
+ app_id=str(uuid4()),
+ workflow_id=str(uuid4()),
+ triggered_from=WorkflowNodeExecutionTriggeredFrom.WORKFLOW_RUN.value,
+ workflow_run_id=str(uuid4()),
+ index=1,
+ node_id="start",
+ node_type=NodeType.START.value,
+ title="Start",
+ status=WorkflowNodeExecutionStatus.SUCCEEDED.value,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by=str(uuid4()),
+ outputs=None,
+ )
+
+ # Act
+ result = node_execution.outputs_dict
+
+ # Assert
+ assert result is None
diff --git a/api/tests/unit_tests/models/test_workflow_trigger_log.py b/api/tests/unit_tests/models/test_workflow_trigger_log.py
new file mode 100644
index 0000000000..7fdad92fb6
--- /dev/null
+++ b/api/tests/unit_tests/models/test_workflow_trigger_log.py
@@ -0,0 +1,188 @@
+import types
+
+import pytest
+
+from models.engine import db
+from models.enums import CreatorUserRole
+from models.workflow import WorkflowNodeExecutionModel
+
+
+@pytest.fixture
+def fake_db_scalar(monkeypatch):
+ """Provide a controllable fake for db.session.scalar (SQLAlchemy 2.0 style)."""
+ calls = []
+
+ def _install(side_effect):
+ def _fake_scalar(statement):
+ calls.append(statement)
+ return side_effect(statement)
+
+ # Patch the modern API used by the model implementation
+ monkeypatch.setattr(db.session, "scalar", _fake_scalar)
+
+ # Backward-compatibility: if the implementation still uses db.session.get,
+ # make it delegate to the same side_effect so tests remain valid on older code.
+ if hasattr(db.session, "get"):
+
+ def _fake_get(*_args, **_kwargs):
+ return side_effect(None)
+
+ monkeypatch.setattr(db.session, "get", _fake_get)
+
+ return calls
+
+ return _install
+
+
+def make_account(id_: str = "acc-1"):
+ # Use a simple object to avoid constructing a full SQLAlchemy model instance
+ # Python 3.12 forbids reassigning __class__ for SimpleNamespace; not needed here.
+ obj = types.SimpleNamespace()
+ obj.id = id_
+ return obj
+
+
+def make_end_user(id_: str = "user-1"):
+ # Lightweight stand-in object; no need to spoof class identity.
+ obj = types.SimpleNamespace()
+ obj.id = id_
+ return obj
+
+
+def test_created_by_account_returns_account_when_role_account(fake_db_scalar):
+ account = make_account("acc-1")
+
+ # The implementation uses db.session.scalar(select(Account)...). We only need to
+ # return the expected object when called; the exact SQL is irrelevant for this unit test.
+ def side_effect(_statement):
+ return account
+
+ fake_db_scalar(side_effect)
+
+ log = WorkflowNodeExecutionModel(
+ tenant_id="t1",
+ app_id="a1",
+ workflow_id="w1",
+ triggered_from="workflow-run",
+ workflow_run_id=None,
+ index=1,
+ predecessor_node_id=None,
+ node_execution_id=None,
+ node_id="n1",
+ node_type="start",
+ title="Start",
+ inputs=None,
+ process_data=None,
+ outputs=None,
+ status="succeeded",
+ error=None,
+ elapsed_time=0.0,
+ execution_metadata=None,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by="acc-1",
+ )
+
+ assert log.created_by_account is account
+
+
+def test_created_by_account_returns_none_when_role_not_account(fake_db_scalar):
+ # Even if an Account with matching id exists, property should return None when role is END_USER
+ account = make_account("acc-1")
+
+ def side_effect(_statement):
+ return account
+
+ fake_db_scalar(side_effect)
+
+ log = WorkflowNodeExecutionModel(
+ tenant_id="t1",
+ app_id="a1",
+ workflow_id="w1",
+ triggered_from="workflow-run",
+ workflow_run_id=None,
+ index=1,
+ predecessor_node_id=None,
+ node_execution_id=None,
+ node_id="n1",
+ node_type="start",
+ title="Start",
+ inputs=None,
+ process_data=None,
+ outputs=None,
+ status="succeeded",
+ error=None,
+ elapsed_time=0.0,
+ execution_metadata=None,
+ created_by_role=CreatorUserRole.END_USER.value,
+ created_by="acc-1",
+ )
+
+ assert log.created_by_account is None
+
+
+def test_created_by_end_user_returns_end_user_when_role_end_user(fake_db_scalar):
+ end_user = make_end_user("user-1")
+
+ def side_effect(_statement):
+ return end_user
+
+ fake_db_scalar(side_effect)
+
+ log = WorkflowNodeExecutionModel(
+ tenant_id="t1",
+ app_id="a1",
+ workflow_id="w1",
+ triggered_from="workflow-run",
+ workflow_run_id=None,
+ index=1,
+ predecessor_node_id=None,
+ node_execution_id=None,
+ node_id="n1",
+ node_type="start",
+ title="Start",
+ inputs=None,
+ process_data=None,
+ outputs=None,
+ status="succeeded",
+ error=None,
+ elapsed_time=0.0,
+ execution_metadata=None,
+ created_by_role=CreatorUserRole.END_USER.value,
+ created_by="user-1",
+ )
+
+ assert log.created_by_end_user is end_user
+
+
+def test_created_by_end_user_returns_none_when_role_not_end_user(fake_db_scalar):
+ end_user = make_end_user("user-1")
+
+ def side_effect(_statement):
+ return end_user
+
+ fake_db_scalar(side_effect)
+
+ log = WorkflowNodeExecutionModel(
+ tenant_id="t1",
+ app_id="a1",
+ workflow_id="w1",
+ triggered_from="workflow-run",
+ workflow_run_id=None,
+ index=1,
+ predecessor_node_id=None,
+ node_execution_id=None,
+ node_id="n1",
+ node_type="start",
+ title="Start",
+ inputs=None,
+ process_data=None,
+ outputs=None,
+ status="succeeded",
+ error=None,
+ elapsed_time=0.0,
+ execution_metadata=None,
+ created_by_role=CreatorUserRole.ACCOUNT.value,
+ created_by="user-1",
+ )
+
+ assert log.created_by_end_user is None
diff --git a/api/tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py b/api/tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py
index 73b35b8e63..0c34676252 100644
--- a/api/tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py
+++ b/api/tests/unit_tests/repositories/test_sqlalchemy_api_workflow_run_repository.py
@@ -6,10 +6,10 @@ from unittest.mock import Mock, patch
import pytest
from sqlalchemy.orm import Session, sessionmaker
-from core.workflow.entities.workflow_pause import WorkflowPauseEntity
from core.workflow.enums import WorkflowExecutionStatus
from models.workflow import WorkflowPause as WorkflowPauseModel
from models.workflow import WorkflowRun
+from repositories.entities.workflow_pause import WorkflowPauseEntity
from repositories.sqlalchemy_api_workflow_run_repository import (
DifyAPISQLAlchemyWorkflowRunRepository,
_PrivateWorkflowPauseEntity,
@@ -129,12 +129,14 @@ class TestCreateWorkflowPause(TestDifyAPISQLAlchemyWorkflowRunRepository):
workflow_run_id=workflow_run_id,
state_owner_user_id=state_owner_user_id,
state=state,
+ pause_reasons=[],
)
# Assert
assert isinstance(result, _PrivateWorkflowPauseEntity)
assert result.id == "pause-123"
assert result.workflow_execution_id == workflow_run_id
+ assert result.get_pause_reasons() == []
# Verify database interactions
mock_session.get.assert_called_once_with(WorkflowRun, workflow_run_id)
@@ -156,6 +158,7 @@ class TestCreateWorkflowPause(TestDifyAPISQLAlchemyWorkflowRunRepository):
workflow_run_id="workflow-run-123",
state_owner_user_id="user-123",
state='{"test": "state"}',
+ pause_reasons=[],
)
mock_session.get.assert_called_once_with(WorkflowRun, "workflow-run-123")
@@ -174,6 +177,7 @@ class TestCreateWorkflowPause(TestDifyAPISQLAlchemyWorkflowRunRepository):
workflow_run_id="workflow-run-123",
state_owner_user_id="user-123",
state='{"test": "state"}',
+ pause_reasons=[],
)
@@ -316,19 +320,10 @@ class TestDeleteWorkflowPause(TestDifyAPISQLAlchemyWorkflowRunRepository):
class TestPrivateWorkflowPauseEntity(TestDifyAPISQLAlchemyWorkflowRunRepository):
"""Test _PrivateWorkflowPauseEntity class."""
- def test_from_models(self, sample_workflow_pause: Mock):
- """Test creating _PrivateWorkflowPauseEntity from models."""
- # Act
- entity = _PrivateWorkflowPauseEntity.from_models(sample_workflow_pause)
-
- # Assert
- assert isinstance(entity, _PrivateWorkflowPauseEntity)
- assert entity._pause_model == sample_workflow_pause
-
def test_properties(self, sample_workflow_pause: Mock):
"""Test entity properties."""
# Arrange
- entity = _PrivateWorkflowPauseEntity.from_models(sample_workflow_pause)
+ entity = _PrivateWorkflowPauseEntity(pause_model=sample_workflow_pause, reason_models=[], human_input_form=[])
# Act & Assert
assert entity.id == sample_workflow_pause.id
@@ -338,7 +333,7 @@ class TestPrivateWorkflowPauseEntity(TestDifyAPISQLAlchemyWorkflowRunRepository)
def test_get_state(self, sample_workflow_pause: Mock):
"""Test getting state from storage."""
# Arrange
- entity = _PrivateWorkflowPauseEntity.from_models(sample_workflow_pause)
+ entity = _PrivateWorkflowPauseEntity(pause_model=sample_workflow_pause, reason_models=[], human_input_form=[])
expected_state = b'{"test": "state"}'
with patch("repositories.sqlalchemy_api_workflow_run_repository.storage") as mock_storage:
@@ -354,7 +349,7 @@ class TestPrivateWorkflowPauseEntity(TestDifyAPISQLAlchemyWorkflowRunRepository)
def test_get_state_caching(self, sample_workflow_pause: Mock):
"""Test state caching in get_state method."""
# Arrange
- entity = _PrivateWorkflowPauseEntity.from_models(sample_workflow_pause)
+ entity = _PrivateWorkflowPauseEntity(pause_model=sample_workflow_pause, reason_models=[], human_input_form=[])
expected_state = b'{"test": "state"}'
with patch("repositories.sqlalchemy_api_workflow_run_repository.storage") as mock_storage:
diff --git a/api/tests/unit_tests/services/controller_api.py b/api/tests/unit_tests/services/controller_api.py
new file mode 100644
index 0000000000..762d7b9090
--- /dev/null
+++ b/api/tests/unit_tests/services/controller_api.py
@@ -0,0 +1,1082 @@
+"""
+Comprehensive API/Controller tests for Dataset endpoints.
+
+This module contains extensive integration tests for the dataset-related
+controller endpoints, testing the HTTP API layer that exposes dataset
+functionality through REST endpoints.
+
+The controller endpoints provide HTTP access to:
+- Dataset CRUD operations (list, create, update, delete)
+- Document management operations
+- Segment management operations
+- Hit testing (retrieval testing) operations
+- External dataset and knowledge API operations
+
+These tests verify that:
+- HTTP requests are properly routed to service methods
+- Request validation works correctly
+- Response formatting is correct
+- Authentication and authorization are enforced
+- Error handling returns appropriate HTTP status codes
+- Request/response serialization works properly
+
+================================================================================
+ARCHITECTURE OVERVIEW
+================================================================================
+
+The controller layer in Dify uses Flask-RESTX to provide RESTful API endpoints.
+Controllers act as a thin layer between HTTP requests and service methods,
+handling:
+
+1. Request Parsing: Extracting and validating parameters from HTTP requests
+2. Authentication: Verifying user identity and permissions
+3. Authorization: Checking if user has permission to perform operations
+4. Service Invocation: Calling appropriate service methods
+5. Response Formatting: Serializing service results to HTTP responses
+6. Error Handling: Converting exceptions to appropriate HTTP status codes
+
+Key Components:
+- Flask-RESTX Resources: Define endpoint classes with HTTP methods
+- Decorators: Handle authentication, authorization, and setup requirements
+- Request Parsers: Validate and extract request parameters
+- Response Models: Define response structure for Swagger documentation
+- Error Handlers: Convert exceptions to HTTP error responses
+
+================================================================================
+TESTING STRATEGY
+================================================================================
+
+This test suite follows a comprehensive testing strategy that covers:
+
+1. HTTP Request/Response Testing:
+ - GET, POST, PATCH, DELETE methods
+ - Query parameters and request body validation
+ - Response status codes and body structure
+ - Headers and content types
+
+2. Authentication and Authorization:
+ - Login required checks
+ - Account initialization checks
+ - Permission validation
+ - Role-based access control
+
+3. Request Validation:
+ - Required parameter validation
+ - Parameter type validation
+ - Parameter range validation
+ - Custom validation rules
+
+4. Error Handling:
+ - 400 Bad Request (validation errors)
+ - 401 Unauthorized (authentication errors)
+ - 403 Forbidden (authorization errors)
+ - 404 Not Found (resource not found)
+ - 500 Internal Server Error (unexpected errors)
+
+5. Service Integration:
+ - Service method invocation
+ - Service method parameter passing
+ - Service method return value handling
+ - Service exception handling
+
+================================================================================
+"""
+
+from unittest.mock import Mock, patch
+from uuid import uuid4
+
+import pytest
+from flask import Flask
+from flask_restx import Api
+
+from controllers.console.datasets.datasets import DatasetApi, DatasetListApi
+from controllers.console.datasets.external import (
+ ExternalApiTemplateListApi,
+)
+from controllers.console.datasets.hit_testing import HitTestingApi
+from models.dataset import Dataset, DatasetPermissionEnum
+
+# ============================================================================
+# Test Data Factory
+# ============================================================================
+# The Test Data Factory pattern is used here to centralize the creation of
+# test objects and mock instances. This approach provides several benefits:
+#
+# 1. Consistency: All test objects are created using the same factory methods,
+# ensuring consistent structure across all tests.
+#
+# 2. Maintainability: If the structure of models or services changes, we only
+# need to update the factory methods rather than every individual test.
+#
+# 3. Reusability: Factory methods can be reused across multiple test classes,
+# reducing code duplication.
+#
+# 4. Readability: Tests become more readable when they use descriptive factory
+# method calls instead of complex object construction logic.
+#
+# ============================================================================
+
+
+class ControllerApiTestDataFactory:
+ """
+ Factory class for creating test data and mock objects for controller API tests.
+
+ This factory provides static methods to create mock objects for:
+ - Flask application and test client setup
+ - Dataset instances and related models
+ - User and authentication context
+ - HTTP request/response objects
+ - Service method return values
+
+ The factory methods help maintain consistency across tests and reduce
+ code duplication when setting up test scenarios.
+ """
+
+ @staticmethod
+ def create_flask_app():
+ """
+ Create a Flask test application for API testing.
+
+ Returns:
+ Flask application instance configured for testing
+ """
+ app = Flask(__name__)
+ app.config["TESTING"] = True
+ app.config["SECRET_KEY"] = "test-secret-key"
+ return app
+
+ @staticmethod
+ def create_api_instance(app):
+ """
+ Create a Flask-RESTX API instance.
+
+ Args:
+ app: Flask application instance
+
+ Returns:
+ Api instance configured for the application
+ """
+ api = Api(app, doc="/docs/")
+ return api
+
+ @staticmethod
+ def create_test_client(app, api, resource_class, route):
+ """
+ Create a Flask test client with a resource registered.
+
+ Args:
+ app: Flask application instance
+ api: Flask-RESTX API instance
+ resource_class: Resource class to register
+ route: URL route for the resource
+
+ Returns:
+ Flask test client instance
+ """
+ api.add_resource(resource_class, route)
+ return app.test_client()
+
+ @staticmethod
+ def create_dataset_mock(
+ dataset_id: str = "dataset-123",
+ name: str = "Test Dataset",
+ tenant_id: str = "tenant-123",
+ permission: DatasetPermissionEnum = DatasetPermissionEnum.ONLY_ME,
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock Dataset instance.
+
+ Args:
+ dataset_id: Unique identifier for the dataset
+ name: Name of the dataset
+ tenant_id: Tenant identifier
+ permission: Dataset permission level
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a Dataset instance
+ """
+ dataset = Mock(spec=Dataset)
+ dataset.id = dataset_id
+ dataset.name = name
+ dataset.tenant_id = tenant_id
+ dataset.permission = permission
+ dataset.to_dict.return_value = {
+ "id": dataset_id,
+ "name": name,
+ "tenant_id": tenant_id,
+ "permission": permission.value,
+ }
+ for key, value in kwargs.items():
+ setattr(dataset, key, value)
+ return dataset
+
+ @staticmethod
+ def create_user_mock(
+ user_id: str = "user-123",
+ tenant_id: str = "tenant-123",
+ is_dataset_editor: bool = True,
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock user/account instance.
+
+ Args:
+ user_id: Unique identifier for the user
+ tenant_id: Tenant identifier
+ is_dataset_editor: Whether user has dataset editor permissions
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a user/account instance
+ """
+ user = Mock()
+ user.id = user_id
+ user.current_tenant_id = tenant_id
+ user.is_dataset_editor = is_dataset_editor
+ user.has_edit_permission = True
+ user.is_dataset_operator = False
+ for key, value in kwargs.items():
+ setattr(user, key, value)
+ return user
+
+ @staticmethod
+ def create_paginated_response(items, total, page=1, per_page=20):
+ """
+ Create a mock paginated response.
+
+ Args:
+ items: List of items in the current page
+ total: Total number of items
+ page: Current page number
+ per_page: Items per page
+
+ Returns:
+ Mock paginated response object
+ """
+ response = Mock()
+ response.items = items
+ response.total = total
+ response.page = page
+ response.per_page = per_page
+ response.pages = (total + per_page - 1) // per_page
+ return response
+
+
+# ============================================================================
+# Tests for Dataset List Endpoint (GET /datasets)
+# ============================================================================
+
+
+class TestDatasetListApi:
+ """
+ Comprehensive API tests for DatasetListApi (GET /datasets endpoint).
+
+ This test class covers the dataset listing functionality through the
+ HTTP API, including pagination, search, filtering, and permissions.
+
+ The GET /datasets endpoint:
+ 1. Requires authentication and account initialization
+ 2. Supports pagination (page, limit parameters)
+ 3. Supports search by keyword
+ 4. Supports filtering by tag IDs
+ 5. Supports including all datasets (for admins)
+ 6. Returns paginated list of datasets
+
+ Test scenarios include:
+ - Successful dataset listing with pagination
+ - Search functionality
+ - Tag filtering
+ - Permission-based filtering
+ - Error handling (authentication, authorization)
+ """
+
+ @pytest.fixture
+ def app(self):
+ """
+ Create Flask test application.
+
+ Provides a Flask application instance configured for testing.
+ """
+ return ControllerApiTestDataFactory.create_flask_app()
+
+ @pytest.fixture
+ def api(self, app):
+ """
+ Create Flask-RESTX API instance.
+
+ Provides an API instance for registering resources.
+ """
+ return ControllerApiTestDataFactory.create_api_instance(app)
+
+ @pytest.fixture
+ def client(self, app, api):
+ """
+ Create test client with DatasetListApi registered.
+
+ Provides a Flask test client that can make HTTP requests to
+ the dataset list endpoint.
+ """
+ return ControllerApiTestDataFactory.create_test_client(app, api, DatasetListApi, "/datasets")
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """
+ Mock current user and tenant context.
+
+ Provides mocked current_account_with_tenant function that returns
+ a user and tenant ID for testing authentication.
+ """
+ with patch("controllers.console.datasets.datasets.current_account_with_tenant") as mock_get_user:
+ mock_user = ControllerApiTestDataFactory.create_user_mock()
+ mock_tenant_id = "tenant-123"
+ mock_get_user.return_value = (mock_user, mock_tenant_id)
+ yield mock_get_user
+
+ def test_get_datasets_success(self, client, mock_current_user):
+ """
+ Test successful retrieval of dataset list.
+
+ Verifies that when authentication passes, the endpoint returns
+ a paginated list of datasets.
+
+ This test ensures:
+ - Authentication is checked
+ - Service method is called with correct parameters
+ - Response has correct structure
+ - Status code is 200
+ """
+ # Arrange
+ datasets = [
+ ControllerApiTestDataFactory.create_dataset_mock(dataset_id=f"dataset-{i}", name=f"Dataset {i}")
+ for i in range(3)
+ ]
+
+ paginated_response = ControllerApiTestDataFactory.create_paginated_response(
+ items=datasets, total=3, page=1, per_page=20
+ )
+
+ with patch("controllers.console.datasets.datasets.DatasetService.get_datasets") as mock_get_datasets:
+ mock_get_datasets.return_value = (datasets, 3)
+
+ # Act
+ response = client.get("/datasets?page=1&limit=20")
+
+ # Assert
+ assert response.status_code == 200
+ data = response.get_json()
+ assert "data" in data
+ assert len(data["data"]) == 3
+ assert data["total"] == 3
+ assert data["page"] == 1
+ assert data["limit"] == 20
+
+ # Verify service was called
+ mock_get_datasets.assert_called_once()
+
+ def test_get_datasets_with_search(self, client, mock_current_user):
+ """
+ Test dataset listing with search keyword.
+
+ Verifies that search functionality works correctly through the API.
+
+ This test ensures:
+ - Search keyword is passed to service method
+ - Filtered results are returned
+ - Response structure is correct
+ """
+ # Arrange
+ search_keyword = "test"
+ datasets = [ControllerApiTestDataFactory.create_dataset_mock(dataset_id="dataset-1", name="Test Dataset")]
+
+ with patch("controllers.console.datasets.datasets.DatasetService.get_datasets") as mock_get_datasets:
+ mock_get_datasets.return_value = (datasets, 1)
+
+ # Act
+ response = client.get(f"/datasets?keyword={search_keyword}")
+
+ # Assert
+ assert response.status_code == 200
+ data = response.get_json()
+ assert len(data["data"]) == 1
+
+ # Verify search keyword was passed
+ call_args = mock_get_datasets.call_args
+ assert call_args[1]["search"] == search_keyword
+
+ def test_get_datasets_with_pagination(self, client, mock_current_user):
+ """
+ Test dataset listing with pagination parameters.
+
+ Verifies that pagination works correctly through the API.
+
+ This test ensures:
+ - Page and limit parameters are passed correctly
+ - Pagination metadata is included in response
+ - Correct datasets are returned for the page
+ """
+ # Arrange
+ datasets = [
+ ControllerApiTestDataFactory.create_dataset_mock(dataset_id=f"dataset-{i}", name=f"Dataset {i}")
+ for i in range(5)
+ ]
+
+ with patch("controllers.console.datasets.datasets.DatasetService.get_datasets") as mock_get_datasets:
+ mock_get_datasets.return_value = (datasets[:3], 5) # First page with 3 items
+
+ # Act
+ response = client.get("/datasets?page=1&limit=3")
+
+ # Assert
+ assert response.status_code == 200
+ data = response.get_json()
+ assert len(data["data"]) == 3
+ assert data["page"] == 1
+ assert data["limit"] == 3
+
+ # Verify pagination parameters were passed
+ call_args = mock_get_datasets.call_args
+ assert call_args[0][0] == 1 # page
+ assert call_args[0][1] == 3 # per_page
+
+
+# ============================================================================
+# Tests for Dataset Detail Endpoint (GET /datasets/{id})
+# ============================================================================
+
+
+class TestDatasetApiGet:
+ """
+ Comprehensive API tests for DatasetApi GET method (GET /datasets/{id} endpoint).
+
+ This test class covers the single dataset retrieval functionality through
+ the HTTP API.
+
+ The GET /datasets/{id} endpoint:
+ 1. Requires authentication and account initialization
+ 2. Validates dataset exists
+ 3. Checks user permissions
+ 4. Returns dataset details
+
+ Test scenarios include:
+ - Successful dataset retrieval
+ - Dataset not found (404)
+ - Permission denied (403)
+ - Authentication required
+ """
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ return ControllerApiTestDataFactory.create_flask_app()
+
+ @pytest.fixture
+ def api(self, app):
+ """Create Flask-RESTX API instance."""
+ return ControllerApiTestDataFactory.create_api_instance(app)
+
+ @pytest.fixture
+ def client(self, app, api):
+ """Create test client with DatasetApi registered."""
+ return ControllerApiTestDataFactory.create_test_client(app, api, DatasetApi, "/datasets/")
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current user and tenant context."""
+ with patch("controllers.console.datasets.datasets.current_account_with_tenant") as mock_get_user:
+ mock_user = ControllerApiTestDataFactory.create_user_mock()
+ mock_tenant_id = "tenant-123"
+ mock_get_user.return_value = (mock_user, mock_tenant_id)
+ yield mock_get_user
+
+ def test_get_dataset_success(self, client, mock_current_user):
+ """
+ Test successful retrieval of a single dataset.
+
+ Verifies that when authentication and permissions pass, the endpoint
+ returns dataset details.
+
+ This test ensures:
+ - Authentication is checked
+ - Dataset existence is validated
+ - Permissions are checked
+ - Dataset details are returned
+ - Status code is 200
+ """
+ # Arrange
+ dataset_id = str(uuid4())
+ dataset = ControllerApiTestDataFactory.create_dataset_mock(dataset_id=dataset_id, name="Test Dataset")
+
+ with (
+ patch("controllers.console.datasets.datasets.DatasetService.get_dataset") as mock_get_dataset,
+ patch("controllers.console.datasets.datasets.DatasetService.check_dataset_permission") as mock_check_perm,
+ ):
+ mock_get_dataset.return_value = dataset
+ mock_check_perm.return_value = None # No exception = permission granted
+
+ # Act
+ response = client.get(f"/datasets/{dataset_id}")
+
+ # Assert
+ assert response.status_code == 200
+ data = response.get_json()
+ assert data["id"] == dataset_id
+ assert data["name"] == "Test Dataset"
+
+ # Verify service methods were called
+ mock_get_dataset.assert_called_once_with(dataset_id)
+ mock_check_perm.assert_called_once()
+
+ def test_get_dataset_not_found(self, client, mock_current_user):
+ """
+ Test error handling when dataset is not found.
+
+ Verifies that when dataset doesn't exist, a 404 error is returned.
+
+ This test ensures:
+ - 404 status code is returned
+ - Error message is appropriate
+ - Service method is called
+ """
+ # Arrange
+ dataset_id = str(uuid4())
+
+ with (
+ patch("controllers.console.datasets.datasets.DatasetService.get_dataset") as mock_get_dataset,
+ patch("controllers.console.datasets.datasets.DatasetService.check_dataset_permission") as mock_check_perm,
+ ):
+ mock_get_dataset.return_value = None # Dataset not found
+
+ # Act
+ response = client.get(f"/datasets/{dataset_id}")
+
+ # Assert
+ assert response.status_code == 404
+
+ # Verify service was called
+ mock_get_dataset.assert_called_once()
+
+
+# ============================================================================
+# Tests for Dataset Create Endpoint (POST /datasets)
+# ============================================================================
+
+
+class TestDatasetApiCreate:
+ """
+ Comprehensive API tests for DatasetApi POST method (POST /datasets endpoint).
+
+ This test class covers the dataset creation functionality through the HTTP API.
+
+ The POST /datasets endpoint:
+ 1. Requires authentication and account initialization
+ 2. Validates request body
+ 3. Creates dataset via service
+ 4. Returns created dataset
+
+ Test scenarios include:
+ - Successful dataset creation
+ - Request validation errors
+ - Duplicate name errors
+ - Authentication required
+ """
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ return ControllerApiTestDataFactory.create_flask_app()
+
+ @pytest.fixture
+ def api(self, app):
+ """Create Flask-RESTX API instance."""
+ return ControllerApiTestDataFactory.create_api_instance(app)
+
+ @pytest.fixture
+ def client(self, app, api):
+ """Create test client with DatasetApi registered."""
+ return ControllerApiTestDataFactory.create_test_client(app, api, DatasetApi, "/datasets")
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current user and tenant context."""
+ with patch("controllers.console.datasets.datasets.current_account_with_tenant") as mock_get_user:
+ mock_user = ControllerApiTestDataFactory.create_user_mock()
+ mock_tenant_id = "tenant-123"
+ mock_get_user.return_value = (mock_user, mock_tenant_id)
+ yield mock_get_user
+
+ def test_create_dataset_success(self, client, mock_current_user):
+ """
+ Test successful creation of a dataset.
+
+ Verifies that when all validation passes, a new dataset is created
+ and returned.
+
+ This test ensures:
+ - Request body is validated
+ - Service method is called with correct parameters
+ - Created dataset is returned
+ - Status code is 201
+ """
+ # Arrange
+ dataset_id = str(uuid4())
+ dataset = ControllerApiTestDataFactory.create_dataset_mock(dataset_id=dataset_id, name="New Dataset")
+
+ request_data = {
+ "name": "New Dataset",
+ "description": "Test description",
+ "permission": "only_me",
+ }
+
+ with patch("controllers.console.datasets.datasets.DatasetService.create_empty_dataset") as mock_create:
+ mock_create.return_value = dataset
+
+ # Act
+ response = client.post(
+ "/datasets",
+ json=request_data,
+ content_type="application/json",
+ )
+
+ # Assert
+ assert response.status_code == 201
+ data = response.get_json()
+ assert data["id"] == dataset_id
+ assert data["name"] == "New Dataset"
+
+ # Verify service was called
+ mock_create.assert_called_once()
+
+
+# ============================================================================
+# Tests for Hit Testing Endpoint (POST /datasets/{id}/hit-testing)
+# ============================================================================
+
+
+class TestHitTestingApi:
+ """
+ Comprehensive API tests for HitTestingApi (POST /datasets/{id}/hit-testing endpoint).
+
+ This test class covers the hit testing (retrieval testing) functionality
+ through the HTTP API.
+
+ The POST /datasets/{id}/hit-testing endpoint:
+ 1. Requires authentication and account initialization
+ 2. Validates dataset exists and user has permission
+ 3. Validates query parameters
+ 4. Performs retrieval testing
+ 5. Returns test results
+
+ Test scenarios include:
+ - Successful hit testing
+ - Query validation errors
+ - Dataset not found
+ - Permission denied
+ """
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ return ControllerApiTestDataFactory.create_flask_app()
+
+ @pytest.fixture
+ def api(self, app):
+ """Create Flask-RESTX API instance."""
+ return ControllerApiTestDataFactory.create_api_instance(app)
+
+ @pytest.fixture
+ def client(self, app, api):
+ """Create test client with HitTestingApi registered."""
+ return ControllerApiTestDataFactory.create_test_client(
+ app, api, HitTestingApi, "/datasets//hit-testing"
+ )
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current user and tenant context."""
+ with patch("controllers.console.datasets.hit_testing.current_account_with_tenant") as mock_get_user:
+ mock_user = ControllerApiTestDataFactory.create_user_mock()
+ mock_tenant_id = "tenant-123"
+ mock_get_user.return_value = (mock_user, mock_tenant_id)
+ yield mock_get_user
+
+ def test_hit_testing_success(self, client, mock_current_user):
+ """
+ Test successful hit testing operation.
+
+ Verifies that when all validation passes, hit testing is performed
+ and results are returned.
+
+ This test ensures:
+ - Dataset validation passes
+ - Query validation passes
+ - Hit testing service is called
+ - Results are returned
+ - Status code is 200
+ """
+ # Arrange
+ dataset_id = str(uuid4())
+ dataset = ControllerApiTestDataFactory.create_dataset_mock(dataset_id=dataset_id)
+
+ request_data = {
+ "query": "test query",
+ "top_k": 10,
+ }
+
+ expected_result = {
+ "query": {"content": "test query"},
+ "records": [
+ {"content": "Result 1", "score": 0.95},
+ {"content": "Result 2", "score": 0.85},
+ ],
+ }
+
+ with (
+ patch(
+ "controllers.console.datasets.hit_testing.HitTestingApi.get_and_validate_dataset"
+ ) as mock_get_dataset,
+ patch("controllers.console.datasets.hit_testing.HitTestingApi.parse_args") as mock_parse_args,
+ patch("controllers.console.datasets.hit_testing.HitTestingApi.hit_testing_args_check") as mock_check_args,
+ patch("controllers.console.datasets.hit_testing.HitTestingApi.perform_hit_testing") as mock_perform,
+ ):
+ mock_get_dataset.return_value = dataset
+ mock_parse_args.return_value = request_data
+ mock_check_args.return_value = None # No validation error
+ mock_perform.return_value = expected_result
+
+ # Act
+ response = client.post(
+ f"/datasets/{dataset_id}/hit-testing",
+ json=request_data,
+ content_type="application/json",
+ )
+
+ # Assert
+ assert response.status_code == 200
+ data = response.get_json()
+ assert "query" in data
+ assert "records" in data
+ assert len(data["records"]) == 2
+
+ # Verify methods were called
+ mock_get_dataset.assert_called_once()
+ mock_parse_args.assert_called_once()
+ mock_check_args.assert_called_once()
+ mock_perform.assert_called_once()
+
+
+# ============================================================================
+# Tests for External Dataset Endpoints
+# ============================================================================
+
+
+class TestExternalDatasetApi:
+ """
+ Comprehensive API tests for External Dataset endpoints.
+
+ This test class covers the external knowledge API and external dataset
+ management functionality through the HTTP API.
+
+ Endpoints covered:
+ - GET /datasets/external-knowledge-api - List external knowledge APIs
+ - POST /datasets/external-knowledge-api - Create external knowledge API
+ - GET /datasets/external-knowledge-api/{id} - Get external knowledge API
+ - PATCH /datasets/external-knowledge-api/{id} - Update external knowledge API
+ - DELETE /datasets/external-knowledge-api/{id} - Delete external knowledge API
+ - POST /datasets/external - Create external dataset
+
+ Test scenarios include:
+ - Successful CRUD operations
+ - Request validation
+ - Authentication and authorization
+ - Error handling
+ """
+
+ @pytest.fixture
+ def app(self):
+ """Create Flask test application."""
+ return ControllerApiTestDataFactory.create_flask_app()
+
+ @pytest.fixture
+ def api(self, app):
+ """Create Flask-RESTX API instance."""
+ return ControllerApiTestDataFactory.create_api_instance(app)
+
+ @pytest.fixture
+ def client_list(self, app, api):
+ """Create test client for external knowledge API list endpoint."""
+ return ControllerApiTestDataFactory.create_test_client(
+ app, api, ExternalApiTemplateListApi, "/datasets/external-knowledge-api"
+ )
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current user and tenant context."""
+ with patch("controllers.console.datasets.external.current_account_with_tenant") as mock_get_user:
+ mock_user = ControllerApiTestDataFactory.create_user_mock(is_dataset_editor=True)
+ mock_tenant_id = "tenant-123"
+ mock_get_user.return_value = (mock_user, mock_tenant_id)
+ yield mock_get_user
+
+ def test_get_external_knowledge_apis_success(self, client_list, mock_current_user):
+ """
+ Test successful retrieval of external knowledge API list.
+
+ Verifies that the endpoint returns a paginated list of external
+ knowledge APIs.
+
+ This test ensures:
+ - Authentication is checked
+ - Service method is called
+ - Paginated response is returned
+ - Status code is 200
+ """
+ # Arrange
+ apis = [{"id": f"api-{i}", "name": f"API {i}", "endpoint": f"https://api{i}.com"} for i in range(3)]
+
+ with patch(
+ "controllers.console.datasets.external.ExternalDatasetService.get_external_knowledge_apis"
+ ) as mock_get_apis:
+ mock_get_apis.return_value = (apis, 3)
+
+ # Act
+ response = client_list.get("/datasets/external-knowledge-api?page=1&limit=20")
+
+ # Assert
+ assert response.status_code == 200
+ data = response.get_json()
+ assert "data" in data
+ assert len(data["data"]) == 3
+ assert data["total"] == 3
+
+ # Verify service was called
+ mock_get_apis.assert_called_once()
+
+
+# ============================================================================
+# Additional Documentation and Notes
+# ============================================================================
+#
+# This test suite covers the core API endpoints for dataset operations.
+# Additional test scenarios that could be added:
+#
+# 1. Document Endpoints:
+# - POST /datasets/{id}/documents - Upload/create documents
+# - GET /datasets/{id}/documents - List documents
+# - GET /datasets/{id}/documents/{doc_id} - Get document details
+# - PATCH /datasets/{id}/documents/{doc_id} - Update document
+# - DELETE /datasets/{id}/documents/{doc_id} - Delete document
+# - POST /datasets/{id}/documents/batch - Batch operations
+#
+# 2. Segment Endpoints:
+# - GET /datasets/{id}/segments - List segments
+# - GET /datasets/{id}/segments/{segment_id} - Get segment details
+# - PATCH /datasets/{id}/segments/{segment_id} - Update segment
+# - DELETE /datasets/{id}/segments/{segment_id} - Delete segment
+#
+# 3. Dataset Update/Delete Endpoints:
+# - PATCH /datasets/{id} - Update dataset
+# - DELETE /datasets/{id} - Delete dataset
+#
+# 4. Advanced Scenarios:
+# - File upload handling
+# - Large payload handling
+# - Concurrent request handling
+# - Rate limiting
+# - CORS headers
+#
+# These scenarios are not currently implemented but could be added if needed
+# based on real-world usage patterns or discovered edge cases.
+#
+# ============================================================================
+
+
+# ============================================================================
+# API Testing Best Practices
+# ============================================================================
+#
+# When writing API tests, consider the following best practices:
+#
+# 1. Test Structure:
+# - Use descriptive test names that explain what is being tested
+# - Follow Arrange-Act-Assert pattern
+# - Keep tests focused on a single scenario
+# - Use fixtures for common setup
+#
+# 2. Mocking Strategy:
+# - Mock external dependencies (database, services, etc.)
+# - Mock authentication and authorization
+# - Use realistic mock data
+# - Verify mock calls to ensure correct integration
+#
+# 3. Assertions:
+# - Verify HTTP status codes
+# - Verify response structure
+# - Verify response data values
+# - Verify service method calls
+# - Verify error messages when appropriate
+#
+# 4. Error Testing:
+# - Test all error paths (400, 401, 403, 404, 500)
+# - Test validation errors
+# - Test authentication failures
+# - Test authorization failures
+# - Test not found scenarios
+#
+# 5. Edge Cases:
+# - Test with empty data
+# - Test with missing required fields
+# - Test with invalid data types
+# - Test with boundary values
+# - Test with special characters
+#
+# ============================================================================
+
+
+# ============================================================================
+# Flask-RESTX Resource Testing Patterns
+# ============================================================================
+#
+# Flask-RESTX resources are tested using Flask's test client. The typical
+# pattern involves:
+#
+# 1. Creating a Flask test application
+# 2. Creating a Flask-RESTX API instance
+# 3. Registering the resource with a route
+# 4. Creating a test client
+# 5. Making HTTP requests through the test client
+# 6. Asserting on the response
+#
+# Example pattern:
+#
+# app = Flask(__name__)
+# app.config["TESTING"] = True
+# api = Api(app)
+# api.add_resource(MyResource, "/my-endpoint")
+# client = app.test_client()
+# response = client.get("/my-endpoint")
+# assert response.status_code == 200
+#
+# Decorators on resources (like @login_required) need to be mocked or
+# bypassed in tests. This is typically done by mocking the decorator
+# functions or the authentication functions they call.
+#
+# ============================================================================
+
+
+# ============================================================================
+# Request/Response Validation
+# ============================================================================
+#
+# API endpoints use Flask-RESTX request parsers to validate incoming requests.
+# These parsers:
+#
+# 1. Extract parameters from query strings, form data, or JSON body
+# 2. Validate parameter types (string, integer, float, boolean, etc.)
+# 3. Validate parameter ranges and constraints
+# 4. Provide default values when parameters are missing
+# 5. Raise BadRequest exceptions when validation fails
+#
+# Response formatting is handled by Flask-RESTX's marshal_with decorator
+# or marshal function, which:
+#
+# 1. Formats response data according to defined models
+# 2. Handles nested objects and lists
+# 3. Filters out fields not in the model
+# 4. Provides consistent response structure
+#
+# Tests should verify:
+# - Request validation works correctly
+# - Invalid requests return 400 Bad Request
+# - Response structure matches the defined model
+# - Response data values are correct
+#
+# ============================================================================
+
+
+# ============================================================================
+# Authentication and Authorization Testing
+# ============================================================================
+#
+# Most API endpoints require authentication and authorization. Testing these
+# aspects involves:
+#
+# 1. Authentication Testing:
+# - Test that unauthenticated requests are rejected (401)
+# - Test that authenticated requests are accepted
+# - Mock the authentication decorators/functions
+# - Verify user context is passed correctly
+#
+# 2. Authorization Testing:
+# - Test that unauthorized requests are rejected (403)
+# - Test that authorized requests are accepted
+# - Test different user roles and permissions
+# - Verify permission checks are performed
+#
+# 3. Common Patterns:
+# - Mock current_account_with_tenant() to return test user
+# - Mock permission check functions
+# - Test with different user roles (admin, editor, operator, etc.)
+# - Test with different permission levels (only_me, all_team, etc.)
+#
+# ============================================================================
+
+
+# ============================================================================
+# Error Handling in API Tests
+# ============================================================================
+#
+# API endpoints should handle errors gracefully and return appropriate HTTP
+# status codes. Testing error handling involves:
+#
+# 1. Service Exception Mapping:
+# - ValueError -> 400 Bad Request
+# - NotFound -> 404 Not Found
+# - Forbidden -> 403 Forbidden
+# - Unauthorized -> 401 Unauthorized
+# - Internal errors -> 500 Internal Server Error
+#
+# 2. Validation Error Testing:
+# - Test missing required parameters
+# - Test invalid parameter types
+# - Test parameter range violations
+# - Test custom validation rules
+#
+# 3. Error Response Structure:
+# - Verify error status code
+# - Verify error message is included
+# - Verify error structure is consistent
+# - Verify error details are helpful
+#
+# ============================================================================
+
+
+# ============================================================================
+# Performance and Scalability Considerations
+# ============================================================================
+#
+# While unit tests focus on correctness, API tests should also consider:
+#
+# 1. Response Time:
+# - Tests should complete quickly
+# - Avoid actual database or network calls
+# - Use mocks for slow operations
+#
+# 2. Resource Usage:
+# - Tests should not consume excessive memory
+# - Tests should clean up after themselves
+# - Use fixtures for resource management
+#
+# 3. Test Isolation:
+# - Tests should not depend on each other
+# - Tests should not share state
+# - Each test should be independently runnable
+#
+# 4. Maintainability:
+# - Tests should be easy to understand
+# - Tests should be easy to modify
+# - Use descriptive names and comments
+# - Follow consistent patterns
+#
+# ============================================================================
diff --git a/api/tests/unit_tests/services/dataset_collection_binding.py b/api/tests/unit_tests/services/dataset_collection_binding.py
new file mode 100644
index 0000000000..2a939a5c1d
--- /dev/null
+++ b/api/tests/unit_tests/services/dataset_collection_binding.py
@@ -0,0 +1,932 @@
+"""
+Comprehensive unit tests for DatasetCollectionBindingService.
+
+This module contains extensive unit tests for the DatasetCollectionBindingService class,
+which handles dataset collection binding operations for vector database collections.
+
+The DatasetCollectionBindingService provides methods for:
+- Retrieving or creating dataset collection bindings by provider, model, and type
+- Retrieving specific collection bindings by ID and type
+- Managing collection bindings for different collection types (dataset, etc.)
+
+Collection bindings are used to map embedding models (provider + model name) to
+specific vector database collections, allowing datasets to share collections when
+they use the same embedding model configuration.
+
+This test suite ensures:
+- Correct retrieval of existing bindings
+- Proper creation of new bindings when they don't exist
+- Accurate filtering by provider, model, and collection type
+- Proper error handling for missing bindings
+- Database transaction handling (add, commit)
+- Collection name generation using Dataset.gen_collection_name_by_id
+
+================================================================================
+ARCHITECTURE OVERVIEW
+================================================================================
+
+The DatasetCollectionBindingService is a critical component in the Dify platform's
+vector database management system. It serves as an abstraction layer between the
+application logic and the underlying vector database collections.
+
+Key Concepts:
+1. Collection Binding: A mapping between an embedding model configuration
+ (provider + model name) and a vector database collection name. This allows
+ multiple datasets to share the same collection when they use identical
+ embedding models, improving resource efficiency.
+
+2. Collection Type: Different types of collections can exist (e.g., "dataset",
+ "custom_type"). This allows for separation of collections based on their
+ intended use case or data structure.
+
+3. Provider and Model: The combination of provider_name (e.g., "openai",
+ "cohere", "huggingface") and model_name (e.g., "text-embedding-ada-002")
+ uniquely identifies an embedding model configuration.
+
+4. Collection Name Generation: When a new binding is created, a unique collection
+ name is generated using Dataset.gen_collection_name_by_id() with a UUID.
+ This ensures each binding has a unique collection identifier.
+
+================================================================================
+TESTING STRATEGY
+================================================================================
+
+This test suite follows a comprehensive testing strategy that covers:
+
+1. Happy Path Scenarios:
+ - Successful retrieval of existing bindings
+ - Successful creation of new bindings
+ - Proper handling of default parameters
+
+2. Edge Cases:
+ - Different collection types
+ - Various provider/model combinations
+ - Default vs explicit parameter usage
+
+3. Error Handling:
+ - Missing bindings (for get_by_id_and_type)
+ - Database query failures
+ - Invalid parameter combinations
+
+4. Database Interaction:
+ - Query construction and execution
+ - Transaction management (add, commit)
+ - Query chaining (where, order_by, first)
+
+5. Mocking Strategy:
+ - Database session mocking
+ - Query builder chain mocking
+ - UUID generation mocking
+ - Collection name generation mocking
+
+================================================================================
+"""
+
+"""
+Import statements for the test module.
+
+This section imports all necessary dependencies for testing the
+DatasetCollectionBindingService, including:
+- unittest.mock for creating mock objects
+- pytest for test framework functionality
+- uuid for UUID generation (used in collection name generation)
+- Models and services from the application codebase
+"""
+
+from unittest.mock import Mock, patch
+
+import pytest
+
+from models.dataset import Dataset, DatasetCollectionBinding
+from services.dataset_service import DatasetCollectionBindingService
+
+# ============================================================================
+# Test Data Factory
+# ============================================================================
+# The Test Data Factory pattern is used here to centralize the creation of
+# test objects and mock instances. This approach provides several benefits:
+#
+# 1. Consistency: All test objects are created using the same factory methods,
+# ensuring consistent structure across all tests.
+#
+# 2. Maintainability: If the structure of DatasetCollectionBinding or Dataset
+# changes, we only need to update the factory methods rather than every
+# individual test.
+#
+# 3. Reusability: Factory methods can be reused across multiple test classes,
+# reducing code duplication.
+#
+# 4. Readability: Tests become more readable when they use descriptive factory
+# method calls instead of complex object construction logic.
+#
+# ============================================================================
+
+
+class DatasetCollectionBindingTestDataFactory:
+ """
+ Factory class for creating test data and mock objects for dataset collection binding tests.
+
+ This factory provides static methods to create mock objects for:
+ - DatasetCollectionBinding instances
+ - Database query results
+ - Collection name generation results
+
+ The factory methods help maintain consistency across tests and reduce
+ code duplication when setting up test scenarios.
+ """
+
+ @staticmethod
+ def create_collection_binding_mock(
+ binding_id: str = "binding-123",
+ provider_name: str = "openai",
+ model_name: str = "text-embedding-ada-002",
+ collection_name: str = "collection-abc",
+ collection_type: str = "dataset",
+ created_at=None,
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock DatasetCollectionBinding with specified attributes.
+
+ Args:
+ binding_id: Unique identifier for the binding
+ provider_name: Name of the embedding model provider (e.g., "openai", "cohere")
+ model_name: Name of the embedding model (e.g., "text-embedding-ada-002")
+ collection_name: Name of the vector database collection
+ collection_type: Type of collection (default: "dataset")
+ created_at: Optional datetime for creation timestamp
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a DatasetCollectionBinding instance
+ """
+ binding = Mock(spec=DatasetCollectionBinding)
+ binding.id = binding_id
+ binding.provider_name = provider_name
+ binding.model_name = model_name
+ binding.collection_name = collection_name
+ binding.type = collection_type
+ binding.created_at = created_at
+ for key, value in kwargs.items():
+ setattr(binding, key, value)
+ return binding
+
+ @staticmethod
+ def create_dataset_mock(
+ dataset_id: str = "dataset-123",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock Dataset for testing collection name generation.
+
+ Args:
+ dataset_id: Unique identifier for the dataset
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a Dataset instance
+ """
+ dataset = Mock(spec=Dataset)
+ dataset.id = dataset_id
+ for key, value in kwargs.items():
+ setattr(dataset, key, value)
+ return dataset
+
+
+# ============================================================================
+# Tests for get_dataset_collection_binding
+# ============================================================================
+
+
+class TestDatasetCollectionBindingServiceGetBinding:
+ """
+ Comprehensive unit tests for DatasetCollectionBindingService.get_dataset_collection_binding method.
+
+ This test class covers the main collection binding retrieval/creation functionality,
+ including various provider/model combinations, collection types, and edge cases.
+
+ The get_dataset_collection_binding method:
+ 1. Queries for existing binding by provider_name, model_name, and collection_type
+ 2. Orders results by created_at (ascending) and takes the first match
+ 3. If no binding exists, creates a new one with:
+ - The provided provider_name and model_name
+ - A generated collection_name using Dataset.gen_collection_name_by_id
+ - The provided collection_type
+ 4. Adds the new binding to the database session and commits
+ 5. Returns the binding (either existing or newly created)
+
+ Test scenarios include:
+ - Retrieving existing bindings
+ - Creating new bindings when none exist
+ - Different collection types
+ - Database transaction handling
+ - Collection name generation
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """
+ Mock database session for testing database operations.
+
+ Provides a mocked database session that can be used to verify:
+ - Query construction and execution
+ - Add operations for new bindings
+ - Commit operations for transaction completion
+
+ The mock is configured to return a query builder that supports
+ chaining operations like .where(), .order_by(), and .first().
+ """
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_get_dataset_collection_binding_existing_binding_success(self, mock_db_session):
+ """
+ Test successful retrieval of an existing collection binding.
+
+ Verifies that when a binding already exists in the database for the given
+ provider, model, and collection type, the method returns the existing binding
+ without creating a new one.
+
+ This test ensures:
+ - The query is constructed correctly with all three filters
+ - Results are ordered by created_at
+ - The first matching binding is returned
+ - No new binding is created (db.session.add is not called)
+ - No commit is performed (db.session.commit is not called)
+ """
+ # Arrange
+ provider_name = "openai"
+ model_name = "text-embedding-ada-002"
+ collection_type = "dataset"
+
+ existing_binding = DatasetCollectionBindingTestDataFactory.create_collection_binding_mock(
+ binding_id="binding-123",
+ provider_name=provider_name,
+ model_name=model_name,
+ collection_type=collection_type,
+ )
+
+ # Mock the query chain: query().where().order_by().first()
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = existing_binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = DatasetCollectionBindingService.get_dataset_collection_binding(
+ provider_name=provider_name, model_name=model_name, collection_type=collection_type
+ )
+
+ # Assert
+ assert result == existing_binding
+ assert result.id == "binding-123"
+ assert result.provider_name == provider_name
+ assert result.model_name == model_name
+ assert result.type == collection_type
+
+ # Verify query was constructed correctly
+ # The query should be constructed with DatasetCollectionBinding as the model
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+
+ # Verify the where clause was applied to filter by provider, model, and type
+ mock_query.where.assert_called_once()
+
+ # Verify the results were ordered by created_at (ascending)
+ # This ensures we get the oldest binding if multiple exist
+ mock_where.order_by.assert_called_once()
+
+ # Verify no new binding was created
+ # Since an existing binding was found, we should not create a new one
+ mock_db_session.add.assert_not_called()
+
+ # Verify no commit was performed
+ # Since no new binding was created, no database transaction is needed
+ mock_db_session.commit.assert_not_called()
+
+ def test_get_dataset_collection_binding_create_new_binding_success(self, mock_db_session):
+ """
+ Test successful creation of a new collection binding when none exists.
+
+ Verifies that when no binding exists in the database for the given
+ provider, model, and collection type, the method creates a new binding
+ with a generated collection name and commits it to the database.
+
+ This test ensures:
+ - The query returns None (no existing binding)
+ - A new DatasetCollectionBinding is created with correct attributes
+ - Dataset.gen_collection_name_by_id is called to generate collection name
+ - The new binding is added to the database session
+ - The transaction is committed
+ - The newly created binding is returned
+ """
+ # Arrange
+ provider_name = "cohere"
+ model_name = "embed-english-v3.0"
+ collection_type = "dataset"
+ generated_collection_name = "collection-generated-xyz"
+
+ # Mock the query chain to return None (no existing binding)
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = None # No existing binding
+ mock_db_session.query.return_value = mock_query
+
+ # Mock Dataset.gen_collection_name_by_id to return a generated name
+ with patch("services.dataset_service.Dataset.gen_collection_name_by_id") as mock_gen_name:
+ mock_gen_name.return_value = generated_collection_name
+
+ # Mock uuid.uuid4 for the collection name generation
+ mock_uuid = "test-uuid-123"
+ with patch("services.dataset_service.uuid.uuid4", return_value=mock_uuid):
+ # Act
+ result = DatasetCollectionBindingService.get_dataset_collection_binding(
+ provider_name=provider_name, model_name=model_name, collection_type=collection_type
+ )
+
+ # Assert
+ assert result is not None
+ assert result.provider_name == provider_name
+ assert result.model_name == model_name
+ assert result.type == collection_type
+ assert result.collection_name == generated_collection_name
+
+ # Verify Dataset.gen_collection_name_by_id was called with the generated UUID
+ # This method generates a unique collection name based on the UUID
+ # The UUID is converted to string before passing to the method
+ mock_gen_name.assert_called_once_with(str(mock_uuid))
+
+ # Verify new binding was added to the database session
+ # The add method should be called exactly once with the new binding instance
+ mock_db_session.add.assert_called_once()
+
+ # Extract the binding that was added to verify its properties
+ added_binding = mock_db_session.add.call_args[0][0]
+
+ # Verify the added binding is an instance of DatasetCollectionBinding
+ # This ensures we're creating the correct type of object
+ assert isinstance(added_binding, DatasetCollectionBinding)
+
+ # Verify all the binding properties are set correctly
+ # These should match the input parameters to the method
+ assert added_binding.provider_name == provider_name
+ assert added_binding.model_name == model_name
+ assert added_binding.type == collection_type
+
+ # Verify the collection name was set from the generated name
+ # This ensures the binding has a valid collection identifier
+ assert added_binding.collection_name == generated_collection_name
+
+ # Verify the transaction was committed
+ # This ensures the new binding is persisted to the database
+ mock_db_session.commit.assert_called_once()
+
+ def test_get_dataset_collection_binding_different_collection_type(self, mock_db_session):
+ """
+ Test retrieval with a different collection type (not "dataset").
+
+ Verifies that the method correctly filters by collection_type, allowing
+ different types of collections to coexist with the same provider/model
+ combination.
+
+ This test ensures:
+ - Collection type is properly used as a filter in the query
+ - Different collection types can have separate bindings
+ - The correct binding is returned based on type
+ """
+ # Arrange
+ provider_name = "openai"
+ model_name = "text-embedding-ada-002"
+ collection_type = "custom_type"
+
+ existing_binding = DatasetCollectionBindingTestDataFactory.create_collection_binding_mock(
+ binding_id="binding-456",
+ provider_name=provider_name,
+ model_name=model_name,
+ collection_type=collection_type,
+ )
+
+ # Mock the query chain
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = existing_binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = DatasetCollectionBindingService.get_dataset_collection_binding(
+ provider_name=provider_name, model_name=model_name, collection_type=collection_type
+ )
+
+ # Assert
+ assert result == existing_binding
+ assert result.type == collection_type
+
+ # Verify query was constructed with the correct type filter
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+ mock_query.where.assert_called_once()
+
+ def test_get_dataset_collection_binding_default_collection_type(self, mock_db_session):
+ """
+ Test retrieval with default collection type ("dataset").
+
+ Verifies that when collection_type is not provided, it defaults to "dataset"
+ as specified in the method signature.
+
+ This test ensures:
+ - The default value "dataset" is used when type is not specified
+ - The query correctly filters by the default type
+ """
+ # Arrange
+ provider_name = "openai"
+ model_name = "text-embedding-ada-002"
+ # collection_type defaults to "dataset" in method signature
+
+ existing_binding = DatasetCollectionBindingTestDataFactory.create_collection_binding_mock(
+ binding_id="binding-789",
+ provider_name=provider_name,
+ model_name=model_name,
+ collection_type="dataset", # Default type
+ )
+
+ # Mock the query chain
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = existing_binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act - call without specifying collection_type (uses default)
+ result = DatasetCollectionBindingService.get_dataset_collection_binding(
+ provider_name=provider_name, model_name=model_name
+ )
+
+ # Assert
+ assert result == existing_binding
+ assert result.type == "dataset"
+
+ # Verify query was constructed correctly
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+
+ def test_get_dataset_collection_binding_different_provider_model_combination(self, mock_db_session):
+ """
+ Test retrieval with different provider/model combinations.
+
+ Verifies that bindings are correctly filtered by both provider_name and
+ model_name, ensuring that different model combinations have separate bindings.
+
+ This test ensures:
+ - Provider and model are both used as filters
+ - Different combinations result in different bindings
+ - The correct binding is returned for each combination
+ """
+ # Arrange
+ provider_name = "huggingface"
+ model_name = "sentence-transformers/all-MiniLM-L6-v2"
+ collection_type = "dataset"
+
+ existing_binding = DatasetCollectionBindingTestDataFactory.create_collection_binding_mock(
+ binding_id="binding-hf-123",
+ provider_name=provider_name,
+ model_name=model_name,
+ collection_type=collection_type,
+ )
+
+ # Mock the query chain
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = existing_binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = DatasetCollectionBindingService.get_dataset_collection_binding(
+ provider_name=provider_name, model_name=model_name, collection_type=collection_type
+ )
+
+ # Assert
+ assert result == existing_binding
+ assert result.provider_name == provider_name
+ assert result.model_name == model_name
+
+ # Verify query filters were applied correctly
+ # The query should filter by both provider_name and model_name
+ # This ensures different model combinations have separate bindings
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+
+ # Verify the where clause was applied with all three filters:
+ # - provider_name filter
+ # - model_name filter
+ # - collection_type filter
+ mock_query.where.assert_called_once()
+
+
+# ============================================================================
+# Tests for get_dataset_collection_binding_by_id_and_type
+# ============================================================================
+# This section contains tests for the get_dataset_collection_binding_by_id_and_type
+# method, which retrieves a specific collection binding by its ID and type.
+#
+# Key differences from get_dataset_collection_binding:
+# 1. This method queries by ID and type, not by provider/model/type
+# 2. This method does NOT create a new binding if one doesn't exist
+# 3. This method raises ValueError if the binding is not found
+# 4. This method is typically used when you already know the binding ID
+#
+# Use cases:
+# - Retrieving a binding that was previously created
+# - Validating that a binding exists before using it
+# - Accessing binding metadata when you have the ID
+#
+# ============================================================================
+
+
+class TestDatasetCollectionBindingServiceGetBindingByIdAndType:
+ """
+ Comprehensive unit tests for DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type method.
+
+ This test class covers collection binding retrieval by ID and type,
+ including success scenarios and error handling for missing bindings.
+
+ The get_dataset_collection_binding_by_id_and_type method:
+ 1. Queries for a binding by collection_binding_id and collection_type
+ 2. Orders results by created_at (ascending) and takes the first match
+ 3. If no binding exists, raises ValueError("Dataset collection binding not found")
+ 4. Returns the found binding
+
+ Unlike get_dataset_collection_binding, this method does NOT create a new
+ binding if one doesn't exist - it only retrieves existing bindings.
+
+ Test scenarios include:
+ - Successful retrieval of existing bindings
+ - Error handling for missing bindings
+ - Different collection types
+ - Default collection type behavior
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """
+ Mock database session for testing database operations.
+
+ Provides a mocked database session that can be used to verify:
+ - Query construction with ID and type filters
+ - Ordering by created_at
+ - First result retrieval
+
+ The mock is configured to return a query builder that supports
+ chaining operations like .where(), .order_by(), and .first().
+ """
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_get_dataset_collection_binding_by_id_and_type_success(self, mock_db_session):
+ """
+ Test successful retrieval of a collection binding by ID and type.
+
+ Verifies that when a binding exists in the database with the given
+ ID and collection type, the method returns the binding.
+
+ This test ensures:
+ - The query is constructed correctly with ID and type filters
+ - Results are ordered by created_at
+ - The first matching binding is returned
+ - No error is raised
+ """
+ # Arrange
+ collection_binding_id = "binding-123"
+ collection_type = "dataset"
+
+ existing_binding = DatasetCollectionBindingTestDataFactory.create_collection_binding_mock(
+ binding_id=collection_binding_id,
+ provider_name="openai",
+ model_name="text-embedding-ada-002",
+ collection_type=collection_type,
+ )
+
+ # Mock the query chain: query().where().order_by().first()
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = existing_binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type(
+ collection_binding_id=collection_binding_id, collection_type=collection_type
+ )
+
+ # Assert
+ assert result == existing_binding
+ assert result.id == collection_binding_id
+ assert result.type == collection_type
+
+ # Verify query was constructed correctly
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+ mock_query.where.assert_called_once()
+ mock_where.order_by.assert_called_once()
+
+ def test_get_dataset_collection_binding_by_id_and_type_not_found_error(self, mock_db_session):
+ """
+ Test error handling when binding is not found.
+
+ Verifies that when no binding exists in the database with the given
+ ID and collection type, the method raises a ValueError with the
+ message "Dataset collection binding not found".
+
+ This test ensures:
+ - The query returns None (no existing binding)
+ - ValueError is raised with the correct message
+ - No binding is returned
+ """
+ # Arrange
+ collection_binding_id = "non-existent-binding"
+ collection_type = "dataset"
+
+ # Mock the query chain to return None (no existing binding)
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = None # No existing binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Dataset collection binding not found"):
+ DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type(
+ collection_binding_id=collection_binding_id, collection_type=collection_type
+ )
+
+ # Verify query was attempted
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+ mock_query.where.assert_called_once()
+
+ def test_get_dataset_collection_binding_by_id_and_type_different_collection_type(self, mock_db_session):
+ """
+ Test retrieval with a different collection type.
+
+ Verifies that the method correctly filters by collection_type, ensuring
+ that bindings with the same ID but different types are treated as
+ separate entities.
+
+ This test ensures:
+ - Collection type is properly used as a filter in the query
+ - Different collection types can have separate bindings with same ID
+ - The correct binding is returned based on type
+ """
+ # Arrange
+ collection_binding_id = "binding-456"
+ collection_type = "custom_type"
+
+ existing_binding = DatasetCollectionBindingTestDataFactory.create_collection_binding_mock(
+ binding_id=collection_binding_id,
+ provider_name="cohere",
+ model_name="embed-english-v3.0",
+ collection_type=collection_type,
+ )
+
+ # Mock the query chain
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = existing_binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type(
+ collection_binding_id=collection_binding_id, collection_type=collection_type
+ )
+
+ # Assert
+ assert result == existing_binding
+ assert result.id == collection_binding_id
+ assert result.type == collection_type
+
+ # Verify query was constructed with the correct type filter
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+ mock_query.where.assert_called_once()
+
+ def test_get_dataset_collection_binding_by_id_and_type_default_collection_type(self, mock_db_session):
+ """
+ Test retrieval with default collection type ("dataset").
+
+ Verifies that when collection_type is not provided, it defaults to "dataset"
+ as specified in the method signature.
+
+ This test ensures:
+ - The default value "dataset" is used when type is not specified
+ - The query correctly filters by the default type
+ - The correct binding is returned
+ """
+ # Arrange
+ collection_binding_id = "binding-789"
+ # collection_type defaults to "dataset" in method signature
+
+ existing_binding = DatasetCollectionBindingTestDataFactory.create_collection_binding_mock(
+ binding_id=collection_binding_id,
+ provider_name="openai",
+ model_name="text-embedding-ada-002",
+ collection_type="dataset", # Default type
+ )
+
+ # Mock the query chain
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = existing_binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act - call without specifying collection_type (uses default)
+ result = DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type(
+ collection_binding_id=collection_binding_id
+ )
+
+ # Assert
+ assert result == existing_binding
+ assert result.id == collection_binding_id
+ assert result.type == "dataset"
+
+ # Verify query was constructed correctly
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+ mock_query.where.assert_called_once()
+
+ def test_get_dataset_collection_binding_by_id_and_type_wrong_type_error(self, mock_db_session):
+ """
+ Test error handling when binding exists but with wrong collection type.
+
+ Verifies that when a binding exists with the given ID but a different
+ collection type, the method raises a ValueError because the binding
+ doesn't match both the ID and type criteria.
+
+ This test ensures:
+ - The query correctly filters by both ID and type
+ - Bindings with matching ID but different type are not returned
+ - ValueError is raised when no matching binding is found
+ """
+ # Arrange
+ collection_binding_id = "binding-123"
+ collection_type = "dataset"
+
+ # Mock the query chain to return None (binding exists but with different type)
+ mock_query = Mock()
+ mock_where = Mock()
+ mock_order_by = Mock()
+ mock_query.where.return_value = mock_where
+ mock_where.order_by.return_value = mock_order_by
+ mock_order_by.first.return_value = None # No matching binding
+ mock_db_session.query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Dataset collection binding not found"):
+ DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type(
+ collection_binding_id=collection_binding_id, collection_type=collection_type
+ )
+
+ # Verify query was attempted with both ID and type filters
+ # The query should filter by both collection_binding_id and collection_type
+ # This ensures we only get bindings that match both criteria
+ mock_db_session.query.assert_called_once_with(DatasetCollectionBinding)
+
+ # Verify the where clause was applied with both filters:
+ # - collection_binding_id filter (exact match)
+ # - collection_type filter (exact match)
+ mock_query.where.assert_called_once()
+
+ # Note: The order_by and first() calls are also part of the query chain,
+ # but we don't need to verify them separately since they're part of the
+ # standard query pattern used by both methods in this service.
+
+
+# ============================================================================
+# Additional Test Scenarios and Edge Cases
+# ============================================================================
+# The following section could contain additional test scenarios if needed:
+#
+# Potential additional tests:
+# 1. Test with multiple existing bindings (verify ordering by created_at)
+# 2. Test with very long provider/model names (boundary testing)
+# 3. Test with special characters in provider/model names
+# 4. Test concurrent binding creation (thread safety)
+# 5. Test database rollback scenarios
+# 6. Test with None values for optional parameters
+# 7. Test with empty strings for required parameters
+# 8. Test collection name generation uniqueness
+# 9. Test with different UUID formats
+# 10. Test query performance with large datasets
+#
+# These scenarios are not currently implemented but could be added if needed
+# based on real-world usage patterns or discovered edge cases.
+#
+# ============================================================================
+
+
+# ============================================================================
+# Integration Notes and Best Practices
+# ============================================================================
+#
+# When using DatasetCollectionBindingService in production code, consider:
+#
+# 1. Error Handling:
+# - Always handle ValueError exceptions when calling
+# get_dataset_collection_binding_by_id_and_type
+# - Check return values from get_dataset_collection_binding to ensure
+# bindings were created successfully
+#
+# 2. Performance Considerations:
+# - The service queries the database on every call, so consider caching
+# bindings if they're accessed frequently
+# - Collection bindings are typically long-lived, so caching is safe
+#
+# 3. Transaction Management:
+# - New bindings are automatically committed to the database
+# - If you need to rollback, ensure you're within a transaction context
+#
+# 4. Collection Type Usage:
+# - Use "dataset" for standard dataset collections
+# - Use custom types only when you need to separate collections by purpose
+# - Be consistent with collection type naming across your application
+#
+# 5. Provider and Model Naming:
+# - Use consistent provider names (e.g., "openai", not "OpenAI" or "OPENAI")
+# - Use exact model names as provided by the model provider
+# - These names are case-sensitive and must match exactly
+#
+# ============================================================================
+
+
+# ============================================================================
+# Database Schema Reference
+# ============================================================================
+#
+# The DatasetCollectionBinding model has the following structure:
+#
+# - id: StringUUID (primary key, auto-generated)
+# - provider_name: String(255) (required, e.g., "openai", "cohere")
+# - model_name: String(255) (required, e.g., "text-embedding-ada-002")
+# - type: String(40) (required, default: "dataset")
+# - collection_name: String(64) (required, unique collection identifier)
+# - created_at: DateTime (auto-generated timestamp)
+#
+# Indexes:
+# - Primary key on id
+# - Composite index on (provider_name, model_name) for efficient lookups
+#
+# Relationships:
+# - One binding can be referenced by multiple datasets
+# - Datasets reference bindings via collection_binding_id
+#
+# ============================================================================
+
+
+# ============================================================================
+# Mocking Strategy Documentation
+# ============================================================================
+#
+# This test suite uses extensive mocking to isolate the unit under test.
+# Here's how the mocking strategy works:
+#
+# 1. Database Session Mocking:
+# - db.session is patched to prevent actual database access
+# - Query chains are mocked to return predictable results
+# - Add and commit operations are tracked for verification
+#
+# 2. Query Chain Mocking:
+# - query() returns a mock query object
+# - where() returns a mock where object
+# - order_by() returns a mock order_by object
+# - first() returns the final result (binding or None)
+#
+# 3. UUID Generation Mocking:
+# - uuid.uuid4() is mocked to return predictable UUIDs
+# - This ensures collection names are generated consistently in tests
+#
+# 4. Collection Name Generation Mocking:
+# - Dataset.gen_collection_name_by_id() is mocked
+# - This allows us to verify the method is called correctly
+# - We can control the generated collection name for testing
+#
+# Benefits of this approach:
+# - Tests run quickly (no database I/O)
+# - Tests are deterministic (no random UUIDs)
+# - Tests are isolated (no side effects)
+# - Tests are maintainable (clear mock setup)
+#
+# ============================================================================
diff --git a/api/tests/unit_tests/services/dataset_metadata.py b/api/tests/unit_tests/services/dataset_metadata.py
new file mode 100644
index 0000000000..5ba18d8dc0
--- /dev/null
+++ b/api/tests/unit_tests/services/dataset_metadata.py
@@ -0,0 +1,1068 @@
+"""
+Comprehensive unit tests for MetadataService.
+
+This module contains extensive unit tests for the MetadataService class,
+which handles dataset metadata CRUD operations and filtering/querying functionality.
+
+The MetadataService provides methods for:
+- Creating, reading, updating, and deleting metadata fields
+- Managing built-in metadata fields
+- Updating document metadata values
+- Metadata filtering and querying operations
+- Lock management for concurrent metadata operations
+
+Metadata in Dify allows users to add custom fields to datasets and documents,
+enabling rich filtering and search capabilities. Metadata can be of various
+types (string, number, date, boolean, etc.) and can be used to categorize
+and filter documents within a dataset.
+
+This test suite ensures:
+- Correct creation of metadata fields with validation
+- Proper updating of metadata names and values
+- Accurate deletion of metadata fields
+- Built-in field management (enable/disable)
+- Document metadata updates (partial and full)
+- Lock management for concurrent operations
+- Metadata querying and filtering functionality
+
+================================================================================
+ARCHITECTURE OVERVIEW
+================================================================================
+
+The MetadataService is a critical component in the Dify platform's metadata
+management system. It serves as the primary interface for all metadata-related
+operations, including field definitions and document-level metadata values.
+
+Key Concepts:
+1. DatasetMetadata: Defines a metadata field for a dataset. Each metadata
+ field has a name, type, and is associated with a specific dataset.
+
+2. DatasetMetadataBinding: Links metadata fields to documents. This allows
+ tracking which documents have which metadata fields assigned.
+
+3. Document Metadata: The actual metadata values stored on documents. This
+ is stored as a JSON object in the document's doc_metadata field.
+
+4. Built-in Fields: System-defined metadata fields that are automatically
+ available when enabled (document_name, uploader, upload_date, etc.).
+
+5. Lock Management: Redis-based locking to prevent concurrent metadata
+ operations that could cause data corruption.
+
+================================================================================
+TESTING STRATEGY
+================================================================================
+
+This test suite follows a comprehensive testing strategy that covers:
+
+1. CRUD Operations:
+ - Creating metadata fields with validation
+ - Reading/retrieving metadata fields
+ - Updating metadata field names
+ - Deleting metadata fields
+
+2. Built-in Field Management:
+ - Enabling built-in fields
+ - Disabling built-in fields
+ - Getting built-in field definitions
+
+3. Document Metadata Operations:
+ - Updating document metadata (partial and full)
+ - Managing metadata bindings
+ - Handling built-in field updates
+
+4. Lock Management:
+ - Acquiring locks for dataset operations
+ - Acquiring locks for document operations
+ - Handling lock conflicts
+
+5. Error Handling:
+ - Validation errors (name length, duplicates)
+ - Not found errors
+ - Lock conflict errors
+
+================================================================================
+"""
+
+from unittest.mock import Mock, patch
+
+import pytest
+
+from core.rag.index_processor.constant.built_in_field import BuiltInField
+from models.dataset import Dataset, DatasetMetadata, DatasetMetadataBinding
+from services.entities.knowledge_entities.knowledge_entities import (
+ MetadataArgs,
+ MetadataValue,
+)
+from services.metadata_service import MetadataService
+
+# ============================================================================
+# Test Data Factory
+# ============================================================================
+# The Test Data Factory pattern is used here to centralize the creation of
+# test objects and mock instances. This approach provides several benefits:
+#
+# 1. Consistency: All test objects are created using the same factory methods,
+# ensuring consistent structure across all tests.
+#
+# 2. Maintainability: If the structure of models changes, we only need to
+# update the factory methods rather than every individual test.
+#
+# 3. Reusability: Factory methods can be reused across multiple test classes,
+# reducing code duplication.
+#
+# 4. Readability: Tests become more readable when they use descriptive factory
+# method calls instead of complex object construction logic.
+#
+# ============================================================================
+
+
+class MetadataTestDataFactory:
+ """
+ Factory class for creating test data and mock objects for metadata service tests.
+
+ This factory provides static methods to create mock objects for:
+ - DatasetMetadata instances
+ - DatasetMetadataBinding instances
+ - Dataset instances
+ - Document instances
+ - MetadataArgs and MetadataOperationData entities
+ - User and tenant context
+
+ The factory methods help maintain consistency across tests and reduce
+ code duplication when setting up test scenarios.
+ """
+
+ @staticmethod
+ def create_metadata_mock(
+ metadata_id: str = "metadata-123",
+ dataset_id: str = "dataset-123",
+ tenant_id: str = "tenant-123",
+ name: str = "category",
+ metadata_type: str = "string",
+ created_by: str = "user-123",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock DatasetMetadata with specified attributes.
+
+ Args:
+ metadata_id: Unique identifier for the metadata field
+ dataset_id: ID of the dataset this metadata belongs to
+ tenant_id: Tenant identifier
+ name: Name of the metadata field
+ metadata_type: Type of metadata (string, number, date, etc.)
+ created_by: ID of the user who created the metadata
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a DatasetMetadata instance
+ """
+ metadata = Mock(spec=DatasetMetadata)
+ metadata.id = metadata_id
+ metadata.dataset_id = dataset_id
+ metadata.tenant_id = tenant_id
+ metadata.name = name
+ metadata.type = metadata_type
+ metadata.created_by = created_by
+ metadata.updated_by = None
+ metadata.updated_at = None
+ for key, value in kwargs.items():
+ setattr(metadata, key, value)
+ return metadata
+
+ @staticmethod
+ def create_metadata_binding_mock(
+ binding_id: str = "binding-123",
+ dataset_id: str = "dataset-123",
+ tenant_id: str = "tenant-123",
+ metadata_id: str = "metadata-123",
+ document_id: str = "document-123",
+ created_by: str = "user-123",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock DatasetMetadataBinding with specified attributes.
+
+ Args:
+ binding_id: Unique identifier for the binding
+ dataset_id: ID of the dataset
+ tenant_id: Tenant identifier
+ metadata_id: ID of the metadata field
+ document_id: ID of the document
+ created_by: ID of the user who created the binding
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a DatasetMetadataBinding instance
+ """
+ binding = Mock(spec=DatasetMetadataBinding)
+ binding.id = binding_id
+ binding.dataset_id = dataset_id
+ binding.tenant_id = tenant_id
+ binding.metadata_id = metadata_id
+ binding.document_id = document_id
+ binding.created_by = created_by
+ for key, value in kwargs.items():
+ setattr(binding, key, value)
+ return binding
+
+ @staticmethod
+ def create_dataset_mock(
+ dataset_id: str = "dataset-123",
+ tenant_id: str = "tenant-123",
+ built_in_field_enabled: bool = False,
+ doc_metadata: list | None = None,
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock Dataset with specified attributes.
+
+ Args:
+ dataset_id: Unique identifier for the dataset
+ tenant_id: Tenant identifier
+ built_in_field_enabled: Whether built-in fields are enabled
+ doc_metadata: List of metadata field definitions
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a Dataset instance
+ """
+ dataset = Mock(spec=Dataset)
+ dataset.id = dataset_id
+ dataset.tenant_id = tenant_id
+ dataset.built_in_field_enabled = built_in_field_enabled
+ dataset.doc_metadata = doc_metadata or []
+ for key, value in kwargs.items():
+ setattr(dataset, key, value)
+ return dataset
+
+ @staticmethod
+ def create_document_mock(
+ document_id: str = "document-123",
+ dataset_id: str = "dataset-123",
+ name: str = "Test Document",
+ doc_metadata: dict | None = None,
+ uploader: str = "user-123",
+ data_source_type: str = "upload_file",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock Document with specified attributes.
+
+ Args:
+ document_id: Unique identifier for the document
+ dataset_id: ID of the dataset this document belongs to
+ name: Name of the document
+ doc_metadata: Dictionary of metadata values
+ uploader: ID of the user who uploaded the document
+ data_source_type: Type of data source
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a Document instance
+ """
+ document = Mock()
+ document.id = document_id
+ document.dataset_id = dataset_id
+ document.name = name
+ document.doc_metadata = doc_metadata or {}
+ document.uploader = uploader
+ document.data_source_type = data_source_type
+
+ # Mock datetime objects for upload_date and last_update_date
+
+ document.upload_date = Mock()
+ document.upload_date.timestamp.return_value = 1234567890.0
+ document.last_update_date = Mock()
+ document.last_update_date.timestamp.return_value = 1234567890.0
+
+ for key, value in kwargs.items():
+ setattr(document, key, value)
+ return document
+
+ @staticmethod
+ def create_metadata_args_mock(
+ name: str = "category",
+ metadata_type: str = "string",
+ ) -> Mock:
+ """
+ Create a mock MetadataArgs entity.
+
+ Args:
+ name: Name of the metadata field
+ metadata_type: Type of metadata
+
+ Returns:
+ Mock object configured as a MetadataArgs instance
+ """
+ metadata_args = Mock(spec=MetadataArgs)
+ metadata_args.name = name
+ metadata_args.type = metadata_type
+ return metadata_args
+
+ @staticmethod
+ def create_metadata_value_mock(
+ metadata_id: str = "metadata-123",
+ name: str = "category",
+ value: str = "test",
+ ) -> Mock:
+ """
+ Create a mock MetadataValue entity.
+
+ Args:
+ metadata_id: ID of the metadata field
+ name: Name of the metadata field
+ value: Value of the metadata
+
+ Returns:
+ Mock object configured as a MetadataValue instance
+ """
+ metadata_value = Mock(spec=MetadataValue)
+ metadata_value.id = metadata_id
+ metadata_value.name = name
+ metadata_value.value = value
+ return metadata_value
+
+
+# ============================================================================
+# Tests for create_metadata
+# ============================================================================
+
+
+class TestMetadataServiceCreateMetadata:
+ """
+ Comprehensive unit tests for MetadataService.create_metadata method.
+
+ This test class covers the metadata field creation functionality,
+ including validation, duplicate checking, and database operations.
+
+ The create_metadata method:
+ 1. Validates metadata name length (max 255 characters)
+ 2. Checks for duplicate metadata names within the dataset
+ 3. Checks for conflicts with built-in field names
+ 4. Creates a new DatasetMetadata instance
+ 5. Adds it to the database session and commits
+ 6. Returns the created metadata
+
+ Test scenarios include:
+ - Successful creation with valid data
+ - Name length validation
+ - Duplicate name detection
+ - Built-in field name conflicts
+ - Database transaction handling
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """
+ Mock database session for testing database operations.
+
+ Provides a mocked database session that can be used to verify:
+ - Query construction and execution
+ - Add operations for new metadata
+ - Commit operations for transaction completion
+ """
+ with patch("services.metadata_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """
+ Mock current user and tenant context.
+
+ Provides mocked current_account_with_tenant function that returns
+ a user and tenant ID for testing authentication and authorization.
+ """
+ with patch("services.metadata_service.current_account_with_tenant") as mock_get_user:
+ mock_user = Mock()
+ mock_user.id = "user-123"
+ mock_tenant_id = "tenant-123"
+ mock_get_user.return_value = (mock_user, mock_tenant_id)
+ yield mock_get_user
+
+ def test_create_metadata_success(self, mock_db_session, mock_current_user):
+ """
+ Test successful creation of a metadata field.
+
+ Verifies that when all validation passes, a new metadata field
+ is created and persisted to the database.
+
+ This test ensures:
+ - Metadata name validation passes
+ - No duplicate name exists
+ - No built-in field conflict
+ - New metadata is added to database
+ - Transaction is committed
+ - Created metadata is returned
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ metadata_args = MetadataTestDataFactory.create_metadata_args_mock(name="category", metadata_type="string")
+
+ # Mock query to return None (no existing metadata with same name)
+ mock_query = Mock()
+ mock_query.filter_by.return_value = mock_query
+ mock_query.first.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ # Mock BuiltInField enum iteration
+ with patch("services.metadata_service.BuiltInField") as mock_builtin:
+ mock_builtin.__iter__ = Mock(return_value=iter([]))
+
+ # Act
+ result = MetadataService.create_metadata(dataset_id, metadata_args)
+
+ # Assert
+ assert result is not None
+ assert isinstance(result, DatasetMetadata)
+
+ # Verify query was made to check for duplicates
+ mock_db_session.query.assert_called()
+ mock_query.filter_by.assert_called()
+
+ # Verify metadata was added and committed
+ mock_db_session.add.assert_called_once()
+ mock_db_session.commit.assert_called_once()
+
+ def test_create_metadata_name_too_long_error(self, mock_db_session, mock_current_user):
+ """
+ Test error handling when metadata name exceeds 255 characters.
+
+ Verifies that when a metadata name is longer than 255 characters,
+ a ValueError is raised with an appropriate message.
+
+ This test ensures:
+ - Name length validation is enforced
+ - Error message is clear and descriptive
+ - No database operations are performed
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ long_name = "a" * 256 # 256 characters (exceeds limit)
+ metadata_args = MetadataTestDataFactory.create_metadata_args_mock(name=long_name, metadata_type="string")
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Metadata name cannot exceed 255 characters"):
+ MetadataService.create_metadata(dataset_id, metadata_args)
+
+ # Verify no database operations were performed
+ mock_db_session.add.assert_not_called()
+ mock_db_session.commit.assert_not_called()
+
+ def test_create_metadata_duplicate_name_error(self, mock_db_session, mock_current_user):
+ """
+ Test error handling when metadata name already exists.
+
+ Verifies that when a metadata field with the same name already exists
+ in the dataset, a ValueError is raised.
+
+ This test ensures:
+ - Duplicate name detection works correctly
+ - Error message is clear
+ - No new metadata is created
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ metadata_args = MetadataTestDataFactory.create_metadata_args_mock(name="category", metadata_type="string")
+
+ # Mock existing metadata with same name
+ existing_metadata = MetadataTestDataFactory.create_metadata_mock(name="category")
+ mock_query = Mock()
+ mock_query.filter_by.return_value = mock_query
+ mock_query.first.return_value = existing_metadata
+ mock_db_session.query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Metadata name already exists"):
+ MetadataService.create_metadata(dataset_id, metadata_args)
+
+ # Verify no new metadata was added
+ mock_db_session.add.assert_not_called()
+ mock_db_session.commit.assert_not_called()
+
+ def test_create_metadata_builtin_field_conflict_error(self, mock_db_session, mock_current_user):
+ """
+ Test error handling when metadata name conflicts with built-in field.
+
+ Verifies that when a metadata name matches a built-in field name,
+ a ValueError is raised.
+
+ This test ensures:
+ - Built-in field name conflicts are detected
+ - Error message is clear
+ - No new metadata is created
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ metadata_args = MetadataTestDataFactory.create_metadata_args_mock(
+ name=BuiltInField.document_name, metadata_type="string"
+ )
+
+ # Mock query to return None (no duplicate in database)
+ mock_query = Mock()
+ mock_query.filter_by.return_value = mock_query
+ mock_query.first.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ # Mock BuiltInField to include the conflicting name
+ with patch("services.metadata_service.BuiltInField") as mock_builtin:
+ mock_field = Mock()
+ mock_field.value = BuiltInField.document_name
+ mock_builtin.__iter__ = Mock(return_value=iter([mock_field]))
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Metadata name already exists in Built-in fields"):
+ MetadataService.create_metadata(dataset_id, metadata_args)
+
+ # Verify no new metadata was added
+ mock_db_session.add.assert_not_called()
+ mock_db_session.commit.assert_not_called()
+
+
+# ============================================================================
+# Tests for update_metadata_name
+# ============================================================================
+
+
+class TestMetadataServiceUpdateMetadataName:
+ """
+ Comprehensive unit tests for MetadataService.update_metadata_name method.
+
+ This test class covers the metadata field name update functionality,
+ including validation, duplicate checking, and document metadata updates.
+
+ The update_metadata_name method:
+ 1. Validates new name length (max 255 characters)
+ 2. Checks for duplicate names
+ 3. Checks for built-in field conflicts
+ 4. Acquires a lock for the dataset
+ 5. Updates the metadata name
+ 6. Updates all related document metadata
+ 7. Releases the lock
+ 8. Returns the updated metadata
+
+ Test scenarios include:
+ - Successful name update
+ - Name length validation
+ - Duplicate name detection
+ - Built-in field conflicts
+ - Lock management
+ - Document metadata updates
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session for testing."""
+ with patch("services.metadata_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current user and tenant context."""
+ with patch("services.metadata_service.current_account_with_tenant") as mock_get_user:
+ mock_user = Mock()
+ mock_user.id = "user-123"
+ mock_tenant_id = "tenant-123"
+ mock_get_user.return_value = (mock_user, mock_tenant_id)
+ yield mock_get_user
+
+ @pytest.fixture
+ def mock_redis_client(self):
+ """Mock Redis client for lock management."""
+ with patch("services.metadata_service.redis_client") as mock_redis:
+ mock_redis.get.return_value = None # No existing lock
+ mock_redis.set.return_value = True
+ mock_redis.delete.return_value = True
+ yield mock_redis
+
+ def test_update_metadata_name_success(self, mock_db_session, mock_current_user, mock_redis_client):
+ """
+ Test successful update of metadata field name.
+
+ Verifies that when all validation passes, the metadata name is
+ updated and all related document metadata is updated accordingly.
+
+ This test ensures:
+ - Name validation passes
+ - Lock is acquired and released
+ - Metadata name is updated
+ - Related document metadata is updated
+ - Transaction is committed
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ metadata_id = "metadata-123"
+ new_name = "updated_category"
+
+ existing_metadata = MetadataTestDataFactory.create_metadata_mock(metadata_id=metadata_id, name="category")
+
+ # Mock query for duplicate check (no duplicate)
+ mock_query = Mock()
+ mock_query.filter_by.return_value = mock_query
+ mock_query.first.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ # Mock metadata retrieval
+ def query_side_effect(model):
+ if model == DatasetMetadata:
+ mock_meta_query = Mock()
+ mock_meta_query.filter_by.return_value = mock_meta_query
+ mock_meta_query.first.return_value = existing_metadata
+ return mock_meta_query
+ return mock_query
+
+ mock_db_session.query.side_effect = query_side_effect
+
+ # Mock no metadata bindings (no documents to update)
+ mock_binding_query = Mock()
+ mock_binding_query.filter_by.return_value = mock_binding_query
+ mock_binding_query.all.return_value = []
+
+ # Mock BuiltInField enum
+ with patch("services.metadata_service.BuiltInField") as mock_builtin:
+ mock_builtin.__iter__ = Mock(return_value=iter([]))
+
+ # Act
+ result = MetadataService.update_metadata_name(dataset_id, metadata_id, new_name)
+
+ # Assert
+ assert result is not None
+ assert result.name == new_name
+
+ # Verify lock was acquired and released
+ mock_redis_client.get.assert_called()
+ mock_redis_client.set.assert_called()
+ mock_redis_client.delete.assert_called()
+
+ # Verify metadata was updated and committed
+ mock_db_session.commit.assert_called()
+
+ def test_update_metadata_name_not_found_error(self, mock_db_session, mock_current_user, mock_redis_client):
+ """
+ Test error handling when metadata is not found.
+
+ Verifies that when the metadata ID doesn't exist, a ValueError
+ is raised with an appropriate message.
+
+ This test ensures:
+ - Not found error is handled correctly
+ - Lock is properly released even on error
+ - No updates are committed
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ metadata_id = "non-existent-metadata"
+ new_name = "updated_category"
+
+ # Mock query for duplicate check (no duplicate)
+ mock_query = Mock()
+ mock_query.filter_by.return_value = mock_query
+ mock_query.first.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ # Mock metadata retrieval to return None
+ def query_side_effect(model):
+ if model == DatasetMetadata:
+ mock_meta_query = Mock()
+ mock_meta_query.filter_by.return_value = mock_meta_query
+ mock_meta_query.first.return_value = None # Not found
+ return mock_meta_query
+ return mock_query
+
+ mock_db_session.query.side_effect = query_side_effect
+
+ # Mock BuiltInField enum
+ with patch("services.metadata_service.BuiltInField") as mock_builtin:
+ mock_builtin.__iter__ = Mock(return_value=iter([]))
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Metadata not found"):
+ MetadataService.update_metadata_name(dataset_id, metadata_id, new_name)
+
+ # Verify lock was released
+ mock_redis_client.delete.assert_called()
+
+
+# ============================================================================
+# Tests for delete_metadata
+# ============================================================================
+
+
+class TestMetadataServiceDeleteMetadata:
+ """
+ Comprehensive unit tests for MetadataService.delete_metadata method.
+
+ This test class covers the metadata field deletion functionality,
+ including document metadata cleanup and lock management.
+
+ The delete_metadata method:
+ 1. Acquires a lock for the dataset
+ 2. Retrieves the metadata to delete
+ 3. Deletes the metadata from the database
+ 4. Removes metadata from all related documents
+ 5. Releases the lock
+ 6. Returns the deleted metadata
+
+ Test scenarios include:
+ - Successful deletion
+ - Not found error handling
+ - Document metadata cleanup
+ - Lock management
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session for testing."""
+ with patch("services.metadata_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_redis_client(self):
+ """Mock Redis client for lock management."""
+ with patch("services.metadata_service.redis_client") as mock_redis:
+ mock_redis.get.return_value = None
+ mock_redis.set.return_value = True
+ mock_redis.delete.return_value = True
+ yield mock_redis
+
+ def test_delete_metadata_success(self, mock_db_session, mock_redis_client):
+ """
+ Test successful deletion of a metadata field.
+
+ Verifies that when the metadata exists, it is deleted and all
+ related document metadata is cleaned up.
+
+ This test ensures:
+ - Lock is acquired and released
+ - Metadata is deleted from database
+ - Related document metadata is removed
+ - Transaction is committed
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ metadata_id = "metadata-123"
+
+ existing_metadata = MetadataTestDataFactory.create_metadata_mock(metadata_id=metadata_id, name="category")
+
+ # Mock metadata retrieval
+ mock_query = Mock()
+ mock_query.filter_by.return_value = mock_query
+ mock_query.first.return_value = existing_metadata
+ mock_db_session.query.return_value = mock_query
+
+ # Mock no metadata bindings (no documents to update)
+ mock_binding_query = Mock()
+ mock_binding_query.filter_by.return_value = mock_binding_query
+ mock_binding_query.all.return_value = []
+
+ # Act
+ result = MetadataService.delete_metadata(dataset_id, metadata_id)
+
+ # Assert
+ assert result == existing_metadata
+
+ # Verify lock was acquired and released
+ mock_redis_client.get.assert_called()
+ mock_redis_client.set.assert_called()
+ mock_redis_client.delete.assert_called()
+
+ # Verify metadata was deleted and committed
+ mock_db_session.delete.assert_called_once_with(existing_metadata)
+ mock_db_session.commit.assert_called()
+
+ def test_delete_metadata_not_found_error(self, mock_db_session, mock_redis_client):
+ """
+ Test error handling when metadata is not found.
+
+ Verifies that when the metadata ID doesn't exist, a ValueError
+ is raised and the lock is properly released.
+
+ This test ensures:
+ - Not found error is handled correctly
+ - Lock is released even on error
+ - No deletion is performed
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ metadata_id = "non-existent-metadata"
+
+ # Mock metadata retrieval to return None
+ mock_query = Mock()
+ mock_query.filter_by.return_value = mock_query
+ mock_query.first.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Metadata not found"):
+ MetadataService.delete_metadata(dataset_id, metadata_id)
+
+ # Verify lock was released
+ mock_redis_client.delete.assert_called()
+
+ # Verify no deletion was performed
+ mock_db_session.delete.assert_not_called()
+
+
+# ============================================================================
+# Tests for get_built_in_fields
+# ============================================================================
+
+
+class TestMetadataServiceGetBuiltInFields:
+ """
+ Comprehensive unit tests for MetadataService.get_built_in_fields method.
+
+ This test class covers the built-in field retrieval functionality.
+
+ The get_built_in_fields method:
+ 1. Returns a list of built-in field definitions
+ 2. Each definition includes name and type
+
+ Test scenarios include:
+ - Successful retrieval of built-in fields
+ - Correct field definitions
+ """
+
+ def test_get_built_in_fields_success(self):
+ """
+ Test successful retrieval of built-in fields.
+
+ Verifies that the method returns the correct list of built-in
+ field definitions with proper structure.
+
+ This test ensures:
+ - All built-in fields are returned
+ - Each field has name and type
+ - Field definitions are correct
+ """
+ # Act
+ result = MetadataService.get_built_in_fields()
+
+ # Assert
+ assert isinstance(result, list)
+ assert len(result) > 0
+
+ # Verify each field has required properties
+ for field in result:
+ assert "name" in field
+ assert "type" in field
+ assert isinstance(field["name"], str)
+ assert isinstance(field["type"], str)
+
+ # Verify specific built-in fields are present
+ field_names = [field["name"] for field in result]
+ assert BuiltInField.document_name in field_names
+ assert BuiltInField.uploader in field_names
+
+
+# ============================================================================
+# Tests for knowledge_base_metadata_lock_check
+# ============================================================================
+
+
+class TestMetadataServiceLockCheck:
+ """
+ Comprehensive unit tests for MetadataService.knowledge_base_metadata_lock_check method.
+
+ This test class covers the lock management functionality for preventing
+ concurrent metadata operations.
+
+ The knowledge_base_metadata_lock_check method:
+ 1. Checks if a lock exists for the dataset or document
+ 2. Raises ValueError if lock exists (operation in progress)
+ 3. Sets a lock with expiration time (3600 seconds)
+ 4. Supports both dataset-level and document-level locks
+
+ Test scenarios include:
+ - Successful lock acquisition
+ - Lock conflict detection
+ - Dataset-level locks
+ - Document-level locks
+ """
+
+ @pytest.fixture
+ def mock_redis_client(self):
+ """Mock Redis client for lock management."""
+ with patch("services.metadata_service.redis_client") as mock_redis:
+ yield mock_redis
+
+ def test_lock_check_dataset_success(self, mock_redis_client):
+ """
+ Test successful lock acquisition for dataset operations.
+
+ Verifies that when no lock exists, a new lock is acquired
+ for the dataset.
+
+ This test ensures:
+ - Lock check passes when no lock exists
+ - Lock is set with correct key and expiration
+ - No error is raised
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ mock_redis_client.get.return_value = None # No existing lock
+
+ # Act (should not raise)
+ MetadataService.knowledge_base_metadata_lock_check(dataset_id, None)
+
+ # Assert
+ mock_redis_client.get.assert_called_once_with(f"dataset_metadata_lock_{dataset_id}")
+ mock_redis_client.set.assert_called_once_with(f"dataset_metadata_lock_{dataset_id}", 1, ex=3600)
+
+ def test_lock_check_dataset_conflict_error(self, mock_redis_client):
+ """
+ Test error handling when dataset lock already exists.
+
+ Verifies that when a lock exists for the dataset, a ValueError
+ is raised with an appropriate message.
+
+ This test ensures:
+ - Lock conflict is detected
+ - Error message is clear
+ - No new lock is set
+ """
+ # Arrange
+ dataset_id = "dataset-123"
+ mock_redis_client.get.return_value = "1" # Lock exists
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Another knowledge base metadata operation is running"):
+ MetadataService.knowledge_base_metadata_lock_check(dataset_id, None)
+
+ # Verify lock was checked but not set
+ mock_redis_client.get.assert_called_once()
+ mock_redis_client.set.assert_not_called()
+
+ def test_lock_check_document_success(self, mock_redis_client):
+ """
+ Test successful lock acquisition for document operations.
+
+ Verifies that when no lock exists, a new lock is acquired
+ for the document.
+
+ This test ensures:
+ - Lock check passes when no lock exists
+ - Lock is set with correct key and expiration
+ - No error is raised
+ """
+ # Arrange
+ document_id = "document-123"
+ mock_redis_client.get.return_value = None # No existing lock
+
+ # Act (should not raise)
+ MetadataService.knowledge_base_metadata_lock_check(None, document_id)
+
+ # Assert
+ mock_redis_client.get.assert_called_once_with(f"document_metadata_lock_{document_id}")
+ mock_redis_client.set.assert_called_once_with(f"document_metadata_lock_{document_id}", 1, ex=3600)
+
+
+# ============================================================================
+# Tests for get_dataset_metadatas
+# ============================================================================
+
+
+class TestMetadataServiceGetDatasetMetadatas:
+ """
+ Comprehensive unit tests for MetadataService.get_dataset_metadatas method.
+
+ This test class covers the metadata retrieval functionality for datasets.
+
+ The get_dataset_metadatas method:
+ 1. Retrieves all metadata fields for a dataset
+ 2. Excludes built-in fields from the list
+ 3. Includes usage count for each metadata field
+ 4. Returns built-in field enabled status
+
+ Test scenarios include:
+ - Successful retrieval with metadata fields
+ - Empty metadata list
+ - Built-in field filtering
+ - Usage count calculation
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session for testing."""
+ with patch("services.metadata_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_get_dataset_metadatas_success(self, mock_db_session):
+ """
+ Test successful retrieval of dataset metadata fields.
+
+ Verifies that all metadata fields are returned with correct
+ structure and usage counts.
+
+ This test ensures:
+ - All metadata fields are included
+ - Built-in fields are excluded
+ - Usage counts are calculated correctly
+ - Built-in field status is included
+ """
+ # Arrange
+ dataset = MetadataTestDataFactory.create_dataset_mock(
+ dataset_id="dataset-123",
+ built_in_field_enabled=True,
+ doc_metadata=[
+ {"id": "metadata-1", "name": "category", "type": "string"},
+ {"id": "metadata-2", "name": "priority", "type": "number"},
+ {"id": "built-in", "name": "document_name", "type": "string"},
+ ],
+ )
+
+ # Mock usage count queries
+ mock_query = Mock()
+ mock_query.filter_by.return_value = mock_query
+ mock_query.count.return_value = 5 # 5 documents use this metadata
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = MetadataService.get_dataset_metadatas(dataset)
+
+ # Assert
+ assert "doc_metadata" in result
+ assert "built_in_field_enabled" in result
+ assert result["built_in_field_enabled"] is True
+
+ # Verify built-in fields are excluded
+ metadata_ids = [meta["id"] for meta in result["doc_metadata"]]
+ assert "built-in" not in metadata_ids
+
+ # Verify all custom metadata fields are included
+ assert len(result["doc_metadata"]) == 2
+
+ # Verify usage counts are included
+ for meta in result["doc_metadata"]:
+ assert "count" in meta
+ assert meta["count"] == 5
+
+
+# ============================================================================
+# Additional Documentation and Notes
+# ============================================================================
+#
+# This test suite covers the core metadata CRUD operations and basic
+# filtering functionality. Additional test scenarios that could be added:
+#
+# 1. enable_built_in_field / disable_built_in_field:
+# - Testing built-in field enablement
+# - Testing built-in field disablement
+# - Testing document metadata updates when enabling/disabling
+#
+# 2. update_documents_metadata:
+# - Testing partial updates
+# - Testing full updates
+# - Testing metadata binding creation
+# - Testing built-in field updates
+#
+# 3. Metadata Filtering and Querying:
+# - Testing metadata-based document filtering
+# - Testing complex metadata queries
+# - Testing metadata value retrieval
+#
+# These scenarios are not currently implemented but could be added if needed
+# based on real-world usage patterns or discovered edge cases.
+#
+# ============================================================================
diff --git a/api/tests/unit_tests/services/external_dataset_service.py b/api/tests/unit_tests/services/external_dataset_service.py
new file mode 100644
index 0000000000..1647eb3e85
--- /dev/null
+++ b/api/tests/unit_tests/services/external_dataset_service.py
@@ -0,0 +1,920 @@
+"""
+Extensive unit tests for ``ExternalDatasetService``.
+
+This module focuses on the *external dataset service* surface area, which is responsible
+for integrating with **external knowledge APIs** and wiring them into Dify datasets.
+
+The goal of this test suite is twofold:
+
+- Provide **high‑confidence regression coverage** for all public helpers on
+ ``ExternalDatasetService``.
+- Serve as **executable documentation** for how external API integration is expected
+ to behave in different scenarios (happy paths, validation failures, and error codes).
+
+The file intentionally contains **rich comments and generous spacing** in order to make
+each scenario easy to scan during reviews.
+"""
+
+from __future__ import annotations
+
+from types import SimpleNamespace
+from typing import Any, cast
+from unittest.mock import MagicMock, Mock, patch
+
+import httpx
+import pytest
+
+from constants import HIDDEN_VALUE
+from models.dataset import Dataset, ExternalKnowledgeApis, ExternalKnowledgeBindings
+from services.entities.external_knowledge_entities.external_knowledge_entities import (
+ Authorization,
+ AuthorizationConfig,
+ ExternalKnowledgeApiSetting,
+)
+from services.errors.dataset import DatasetNameDuplicateError
+from services.external_knowledge_service import ExternalDatasetService
+
+
+class ExternalDatasetTestDataFactory:
+ """
+ Factory helpers for building *lightweight* mocks for external knowledge tests.
+
+ These helpers are intentionally small and explicit:
+
+ - They avoid pulling in unnecessary fixtures.
+ - They reflect the minimal contract that the service under test cares about.
+ """
+
+ @staticmethod
+ def create_external_api(
+ api_id: str = "api-123",
+ tenant_id: str = "tenant-1",
+ name: str = "Test API",
+ description: str = "Description",
+ settings: dict | None = None,
+ ) -> ExternalKnowledgeApis:
+ """
+ Create a concrete ``ExternalKnowledgeApis`` instance with minimal fields.
+
+ Using the real SQLAlchemy model (instead of a pure Mock) makes it easier to
+ exercise ``settings_dict`` and other convenience properties if needed.
+ """
+
+ instance = ExternalKnowledgeApis(
+ tenant_id=tenant_id,
+ name=name,
+ description=description,
+ settings=None if settings is None else cast(str, pytest.approx), # type: ignore[assignment]
+ )
+
+ # Overwrite generated id for determinism in assertions.
+ instance.id = api_id
+ return instance
+
+ @staticmethod
+ def create_dataset(
+ dataset_id: str = "ds-1",
+ tenant_id: str = "tenant-1",
+ name: str = "External Dataset",
+ provider: str = "external",
+ ) -> Dataset:
+ """
+ Build a small ``Dataset`` instance representing an external dataset.
+ """
+
+ dataset = Dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description="",
+ provider=provider,
+ created_by="user-1",
+ )
+ dataset.id = dataset_id
+ return dataset
+
+ @staticmethod
+ def create_external_binding(
+ tenant_id: str = "tenant-1",
+ dataset_id: str = "ds-1",
+ api_id: str = "api-1",
+ external_knowledge_id: str = "knowledge-1",
+ ) -> ExternalKnowledgeBindings:
+ """
+ Small helper for a binding between dataset and external knowledge API.
+ """
+
+ binding = ExternalKnowledgeBindings(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ external_knowledge_api_id=api_id,
+ external_knowledge_id=external_knowledge_id,
+ created_by="user-1",
+ )
+ return binding
+
+
+# ---------------------------------------------------------------------------
+# get_external_knowledge_apis
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceGetExternalKnowledgeApis:
+ """
+ Tests for ``ExternalDatasetService.get_external_knowledge_apis``.
+
+ These tests focus on:
+
+ - Basic pagination wiring via ``db.paginate``.
+ - Optional search keyword behaviour.
+ """
+
+ @pytest.fixture
+ def mock_db_paginate(self):
+ """
+ Patch ``db.paginate`` so we do not touch the real database layer.
+ """
+
+ with (
+ patch("services.external_knowledge_service.db.paginate") as mock_paginate,
+ patch("services.external_knowledge_service.select"),
+ ):
+ yield mock_paginate
+
+ def test_get_external_knowledge_apis_basic_pagination(self, mock_db_paginate: MagicMock):
+ """
+ It should return ``items`` and ``total`` coming from the paginate object.
+ """
+
+ # Arrange
+ tenant_id = "tenant-1"
+ page = 1
+ per_page = 20
+
+ mock_items = [Mock(spec=ExternalKnowledgeApis), Mock(spec=ExternalKnowledgeApis)]
+ mock_pagination = SimpleNamespace(items=mock_items, total=42)
+ mock_db_paginate.return_value = mock_pagination
+
+ # Act
+ items, total = ExternalDatasetService.get_external_knowledge_apis(page, per_page, tenant_id)
+
+ # Assert
+ assert items is mock_items
+ assert total == 42
+
+ mock_db_paginate.assert_called_once()
+ call_kwargs = mock_db_paginate.call_args.kwargs
+ assert call_kwargs["page"] == page
+ assert call_kwargs["per_page"] == per_page
+ assert call_kwargs["max_per_page"] == 100
+ assert call_kwargs["error_out"] is False
+
+ def test_get_external_knowledge_apis_with_search_keyword(self, mock_db_paginate: MagicMock):
+ """
+ When a search keyword is provided, the query should be adjusted
+ (we simply assert that paginate is still called and does not explode).
+ """
+
+ # Arrange
+ tenant_id = "tenant-1"
+ page = 2
+ per_page = 10
+ search = "foo"
+
+ mock_pagination = SimpleNamespace(items=[], total=0)
+ mock_db_paginate.return_value = mock_pagination
+
+ # Act
+ items, total = ExternalDatasetService.get_external_knowledge_apis(page, per_page, tenant_id, search=search)
+
+ # Assert
+ assert items == []
+ assert total == 0
+ mock_db_paginate.assert_called_once()
+
+
+# ---------------------------------------------------------------------------
+# validate_api_list
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceValidateApiList:
+ """
+ Lightweight validation tests for ``validate_api_list``.
+ """
+
+ def test_validate_api_list_success(self):
+ """
+ A minimal valid configuration (endpoint + api_key) should pass.
+ """
+
+ config = {"endpoint": "https://example.com", "api_key": "secret"}
+
+ # Act & Assert – no exception expected
+ ExternalDatasetService.validate_api_list(config)
+
+ @pytest.mark.parametrize(
+ ("config", "expected_message"),
+ [
+ ({}, "api list is empty"),
+ ({"api_key": "k"}, "endpoint is required"),
+ ({"endpoint": "https://example.com"}, "api_key is required"),
+ ],
+ )
+ def test_validate_api_list_failures(self, config: dict, expected_message: str):
+ """
+ Invalid configs should raise ``ValueError`` with a clear message.
+ """
+
+ with pytest.raises(ValueError, match=expected_message):
+ ExternalDatasetService.validate_api_list(config)
+
+
+# ---------------------------------------------------------------------------
+# create_external_knowledge_api & get/update/delete
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceCrudExternalKnowledgeApi:
+ """
+ CRUD tests for external knowledge API templates.
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """
+ Patch ``db.session`` for all CRUD tests in this class.
+ """
+
+ with patch("services.external_knowledge_service.db.session") as mock_session:
+ yield mock_session
+
+ def test_create_external_knowledge_api_success(self, mock_db_session: MagicMock):
+ """
+ ``create_external_knowledge_api`` should persist a new record
+ when settings are present and valid.
+ """
+
+ tenant_id = "tenant-1"
+ user_id = "user-1"
+ args = {
+ "name": "API",
+ "description": "desc",
+ "settings": {"endpoint": "https://api.example.com", "api_key": "secret"},
+ }
+
+ # We do not want to actually call the remote endpoint here, so we patch the validator.
+ with patch.object(ExternalDatasetService, "check_endpoint_and_api_key") as mock_check:
+ result = ExternalDatasetService.create_external_knowledge_api(tenant_id, user_id, args)
+
+ assert isinstance(result, ExternalKnowledgeApis)
+ mock_check.assert_called_once_with(args["settings"])
+ mock_db_session.add.assert_called_once()
+ mock_db_session.commit.assert_called_once()
+
+ def test_create_external_knowledge_api_missing_settings_raises(self, mock_db_session: MagicMock):
+ """
+ Missing ``settings`` should result in a ``ValueError``.
+ """
+
+ tenant_id = "tenant-1"
+ user_id = "user-1"
+ args = {"name": "API", "description": "desc"}
+
+ with pytest.raises(ValueError, match="settings is required"):
+ ExternalDatasetService.create_external_knowledge_api(tenant_id, user_id, args)
+
+ mock_db_session.add.assert_not_called()
+ mock_db_session.commit.assert_not_called()
+
+ def test_get_external_knowledge_api_found(self, mock_db_session: MagicMock):
+ """
+ ``get_external_knowledge_api`` should return the first matching record.
+ """
+
+ api = Mock(spec=ExternalKnowledgeApis)
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = api
+
+ result = ExternalDatasetService.get_external_knowledge_api("api-id")
+ assert result is api
+
+ def test_get_external_knowledge_api_not_found_raises(self, mock_db_session: MagicMock):
+ """
+ When the record is absent, a ``ValueError`` is raised.
+ """
+
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = None
+
+ with pytest.raises(ValueError, match="api template not found"):
+ ExternalDatasetService.get_external_knowledge_api("missing-id")
+
+ def test_update_external_knowledge_api_success_with_hidden_api_key(self, mock_db_session: MagicMock):
+ """
+ Updating an API should keep the existing API key when the special hidden
+ value placeholder is sent from the UI.
+ """
+
+ tenant_id = "tenant-1"
+ user_id = "user-1"
+ api_id = "api-1"
+
+ existing_api = Mock(spec=ExternalKnowledgeApis)
+ existing_api.settings_dict = {"api_key": "stored-key"}
+ existing_api.settings = '{"api_key":"stored-key"}'
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = existing_api
+
+ args = {
+ "name": "New Name",
+ "description": "New Desc",
+ "settings": {"endpoint": "https://api.example.com", "api_key": HIDDEN_VALUE},
+ }
+
+ result = ExternalDatasetService.update_external_knowledge_api(tenant_id, user_id, api_id, args)
+
+ assert result is existing_api
+ # The placeholder should be replaced with stored key.
+ assert args["settings"]["api_key"] == "stored-key"
+ mock_db_session.commit.assert_called_once()
+
+ def test_update_external_knowledge_api_not_found_raises(self, mock_db_session: MagicMock):
+ """
+ Updating a non‑existent API template should raise ``ValueError``.
+ """
+
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = None
+
+ with pytest.raises(ValueError, match="api template not found"):
+ ExternalDatasetService.update_external_knowledge_api(
+ tenant_id="tenant-1",
+ user_id="user-1",
+ external_knowledge_api_id="missing-id",
+ args={"name": "n", "description": "d", "settings": {}},
+ )
+
+ def test_delete_external_knowledge_api_success(self, mock_db_session: MagicMock):
+ """
+ ``delete_external_knowledge_api`` should delete and commit when found.
+ """
+
+ api = Mock(spec=ExternalKnowledgeApis)
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = api
+
+ ExternalDatasetService.delete_external_knowledge_api("tenant-1", "api-1")
+
+ mock_db_session.delete.assert_called_once_with(api)
+ mock_db_session.commit.assert_called_once()
+
+ def test_delete_external_knowledge_api_not_found_raises(self, mock_db_session: MagicMock):
+ """
+ Deletion of a missing template should raise ``ValueError``.
+ """
+
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = None
+
+ with pytest.raises(ValueError, match="api template not found"):
+ ExternalDatasetService.delete_external_knowledge_api("tenant-1", "missing")
+
+
+# ---------------------------------------------------------------------------
+# external_knowledge_api_use_check & binding lookups
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceUsageAndBindings:
+ """
+ Tests for usage checks and dataset binding retrieval.
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ with patch("services.external_knowledge_service.db.session") as mock_session:
+ yield mock_session
+
+ def test_external_knowledge_api_use_check_in_use(self, mock_db_session: MagicMock):
+ """
+ When there are bindings, ``external_knowledge_api_use_check`` returns True and count.
+ """
+
+ mock_db_session.query.return_value.filter_by.return_value.count.return_value = 3
+
+ in_use, count = ExternalDatasetService.external_knowledge_api_use_check("api-1")
+
+ assert in_use is True
+ assert count == 3
+
+ def test_external_knowledge_api_use_check_not_in_use(self, mock_db_session: MagicMock):
+ """
+ Zero bindings should return ``(False, 0)``.
+ """
+
+ mock_db_session.query.return_value.filter_by.return_value.count.return_value = 0
+
+ in_use, count = ExternalDatasetService.external_knowledge_api_use_check("api-1")
+
+ assert in_use is False
+ assert count == 0
+
+ def test_get_external_knowledge_binding_with_dataset_id_found(self, mock_db_session: MagicMock):
+ """
+ Binding lookup should return the first record when present.
+ """
+
+ binding = Mock(spec=ExternalKnowledgeBindings)
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = binding
+
+ result = ExternalDatasetService.get_external_knowledge_binding_with_dataset_id("tenant-1", "ds-1")
+ assert result is binding
+
+ def test_get_external_knowledge_binding_with_dataset_id_not_found_raises(self, mock_db_session: MagicMock):
+ """
+ Missing binding should result in a ``ValueError``.
+ """
+
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = None
+
+ with pytest.raises(ValueError, match="external knowledge binding not found"):
+ ExternalDatasetService.get_external_knowledge_binding_with_dataset_id("tenant-1", "ds-1")
+
+
+# ---------------------------------------------------------------------------
+# document_create_args_validate
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceDocumentCreateArgsValidate:
+ """
+ Tests for ``document_create_args_validate``.
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ with patch("services.external_knowledge_service.db.session") as mock_session:
+ yield mock_session
+
+ def test_document_create_args_validate_success(self, mock_db_session: MagicMock):
+ """
+ All required custom parameters present – validation should pass.
+ """
+
+ external_api = Mock(spec=ExternalKnowledgeApis)
+ external_api.settings = json_settings = (
+ '[{"document_process_setting":[{"name":"foo","required":true},{"name":"bar","required":false}]}]'
+ )
+ # Raw string; the service itself calls json.loads on it
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = external_api
+
+ process_parameter = {"foo": "value", "bar": "optional"}
+
+ # Act & Assert – no exception
+ ExternalDatasetService.document_create_args_validate("tenant-1", "api-1", process_parameter)
+
+ assert json_settings in external_api.settings # simple sanity check on our test data
+
+ def test_document_create_args_validate_missing_template_raises(self, mock_db_session: MagicMock):
+ """
+ When the referenced API template is missing, a ``ValueError`` is raised.
+ """
+
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = None
+
+ with pytest.raises(ValueError, match="api template not found"):
+ ExternalDatasetService.document_create_args_validate("tenant-1", "missing", {})
+
+ def test_document_create_args_validate_missing_required_parameter_raises(self, mock_db_session: MagicMock):
+ """
+ Required document process parameters must be supplied.
+ """
+
+ external_api = Mock(spec=ExternalKnowledgeApis)
+ external_api.settings = (
+ '[{"document_process_setting":[{"name":"foo","required":true},{"name":"bar","required":false}]}]'
+ )
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = external_api
+
+ process_parameter = {"bar": "present"} # missing "foo"
+
+ with pytest.raises(ValueError, match="foo is required"):
+ ExternalDatasetService.document_create_args_validate("tenant-1", "api-1", process_parameter)
+
+
+# ---------------------------------------------------------------------------
+# process_external_api
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceProcessExternalApi:
+ """
+ Tests focused on the HTTP request assembly and method mapping behaviour.
+ """
+
+ def test_process_external_api_valid_method_post(self):
+ """
+ For a supported HTTP verb we should delegate to the correct ``ssrf_proxy`` function.
+ """
+
+ settings = ExternalKnowledgeApiSetting(
+ url="https://example.com/path",
+ request_method="POST",
+ headers={"X-Test": "1"},
+ params={"foo": "bar"},
+ )
+
+ fake_response = httpx.Response(200)
+
+ with patch("services.external_knowledge_service.ssrf_proxy.post") as mock_post:
+ mock_post.return_value = fake_response
+
+ result = ExternalDatasetService.process_external_api(settings, files=None)
+
+ assert result is fake_response
+ mock_post.assert_called_once()
+ kwargs = mock_post.call_args.kwargs
+ assert kwargs["url"] == settings.url
+ assert kwargs["headers"] == settings.headers
+ assert kwargs["follow_redirects"] is True
+ assert "data" in kwargs
+
+ def test_process_external_api_invalid_method_raises(self):
+ """
+ An unsupported HTTP verb should raise ``InvalidHttpMethodError``.
+ """
+
+ settings = ExternalKnowledgeApiSetting(
+ url="https://example.com",
+ request_method="INVALID",
+ headers=None,
+ params={},
+ )
+
+ from core.workflow.nodes.http_request.exc import InvalidHttpMethodError
+
+ with pytest.raises(InvalidHttpMethodError):
+ ExternalDatasetService.process_external_api(settings, files=None)
+
+
+# ---------------------------------------------------------------------------
+# assembling_headers
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceAssemblingHeaders:
+ """
+ Tests for header assembly based on different authentication flavours.
+ """
+
+ def test_assembling_headers_bearer_token(self):
+ """
+ For bearer auth we expect ``Authorization: Bearer `` by default.
+ """
+
+ auth = Authorization(
+ type="api-key",
+ config=AuthorizationConfig(type="bearer", api_key="secret", header=None),
+ )
+
+ headers = ExternalDatasetService.assembling_headers(auth)
+
+ assert headers["Authorization"] == "Bearer secret"
+
+ def test_assembling_headers_basic_token_with_custom_header(self):
+ """
+ For basic auth we honour the configured header name.
+ """
+
+ auth = Authorization(
+ type="api-key",
+ config=AuthorizationConfig(type="basic", api_key="abc123", header="X-Auth"),
+ )
+
+ headers = ExternalDatasetService.assembling_headers(auth, headers={"Existing": "1"})
+
+ assert headers["Existing"] == "1"
+ assert headers["X-Auth"] == "Basic abc123"
+
+ def test_assembling_headers_custom_type(self):
+ """
+ Custom auth type should inject the raw API key.
+ """
+
+ auth = Authorization(
+ type="api-key",
+ config=AuthorizationConfig(type="custom", api_key="raw-key", header="X-API-KEY"),
+ )
+
+ headers = ExternalDatasetService.assembling_headers(auth, headers=None)
+
+ assert headers["X-API-KEY"] == "raw-key"
+
+ def test_assembling_headers_missing_config_raises(self):
+ """
+ Missing config object should be rejected.
+ """
+
+ auth = Authorization(type="api-key", config=None)
+
+ with pytest.raises(ValueError, match="authorization config is required"):
+ ExternalDatasetService.assembling_headers(auth)
+
+ def test_assembling_headers_missing_api_key_raises(self):
+ """
+ ``api_key`` is required when type is ``api-key``.
+ """
+
+ auth = Authorization(
+ type="api-key",
+ config=AuthorizationConfig(type="bearer", api_key=None, header="Authorization"),
+ )
+
+ with pytest.raises(ValueError, match="api_key is required"):
+ ExternalDatasetService.assembling_headers(auth)
+
+ def test_assembling_headers_no_auth_type_leaves_headers_unchanged(self):
+ """
+ For ``no-auth`` we should not modify the headers mapping.
+ """
+
+ auth = Authorization(type="no-auth", config=None)
+
+ base_headers = {"X": "1"}
+ result = ExternalDatasetService.assembling_headers(auth, headers=base_headers)
+
+ # A copy is returned, original is not mutated.
+ assert result == base_headers
+ assert result is not base_headers
+
+
+# ---------------------------------------------------------------------------
+# get_external_knowledge_api_settings
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceGetExternalKnowledgeApiSettings:
+ """
+ Simple shape test for ``get_external_knowledge_api_settings``.
+ """
+
+ def test_get_external_knowledge_api_settings(self):
+ settings_dict: dict[str, Any] = {
+ "url": "https://example.com/retrieval",
+ "request_method": "post",
+ "headers": {"Content-Type": "application/json"},
+ "params": {"foo": "bar"},
+ }
+
+ result = ExternalDatasetService.get_external_knowledge_api_settings(settings_dict)
+
+ assert isinstance(result, ExternalKnowledgeApiSetting)
+ assert result.url == settings_dict["url"]
+ assert result.request_method == settings_dict["request_method"]
+ assert result.headers == settings_dict["headers"]
+ assert result.params == settings_dict["params"]
+
+
+# ---------------------------------------------------------------------------
+# create_external_dataset
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceCreateExternalDataset:
+ """
+ Tests around creating the external dataset and its binding row.
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ with patch("services.external_knowledge_service.db.session") as mock_session:
+ yield mock_session
+
+ def test_create_external_dataset_success(self, mock_db_session: MagicMock):
+ """
+ A brand new dataset name with valid external knowledge references
+ should create both the dataset and its binding.
+ """
+
+ tenant_id = "tenant-1"
+ user_id = "user-1"
+
+ args = {
+ "name": "My Dataset",
+ "description": "desc",
+ "external_knowledge_api_id": "api-1",
+ "external_knowledge_id": "knowledge-1",
+ "external_retrieval_model": {"top_k": 3},
+ }
+
+ # No existing dataset with same name.
+ mock_db_session.query.return_value.filter_by.return_value.first.side_effect = [
+ None, # duplicate‑name check
+ Mock(spec=ExternalKnowledgeApis), # external knowledge api
+ ]
+
+ dataset = ExternalDatasetService.create_external_dataset(tenant_id, user_id, args)
+
+ assert isinstance(dataset, Dataset)
+ assert dataset.provider == "external"
+ assert dataset.retrieval_model == args["external_retrieval_model"]
+
+ assert mock_db_session.add.call_count >= 2 # dataset + binding
+ mock_db_session.flush.assert_called_once()
+ mock_db_session.commit.assert_called_once()
+
+ def test_create_external_dataset_duplicate_name_raises(self, mock_db_session: MagicMock):
+ """
+ When a dataset with the same name already exists,
+ ``DatasetNameDuplicateError`` is raised.
+ """
+
+ existing_dataset = Mock(spec=Dataset)
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = existing_dataset
+
+ args = {
+ "name": "Existing",
+ "external_knowledge_api_id": "api-1",
+ "external_knowledge_id": "knowledge-1",
+ }
+
+ with pytest.raises(DatasetNameDuplicateError):
+ ExternalDatasetService.create_external_dataset("tenant-1", "user-1", args)
+
+ mock_db_session.add.assert_not_called()
+ mock_db_session.commit.assert_not_called()
+
+ def test_create_external_dataset_missing_api_template_raises(self, mock_db_session: MagicMock):
+ """
+ If the referenced external knowledge API does not exist, a ``ValueError`` is raised.
+ """
+
+ # First call: duplicate name check – not found.
+ mock_db_session.query.return_value.filter_by.return_value.first.side_effect = [
+ None,
+ None, # external knowledge api lookup
+ ]
+
+ args = {
+ "name": "Dataset",
+ "external_knowledge_api_id": "missing",
+ "external_knowledge_id": "knowledge-1",
+ }
+
+ with pytest.raises(ValueError, match="api template not found"):
+ ExternalDatasetService.create_external_dataset("tenant-1", "user-1", args)
+
+ def test_create_external_dataset_missing_required_ids_raise(self, mock_db_session: MagicMock):
+ """
+ ``external_knowledge_id`` and ``external_knowledge_api_id`` are mandatory.
+ """
+
+ # duplicate name check
+ mock_db_session.query.return_value.filter_by.return_value.first.side_effect = [
+ None,
+ Mock(spec=ExternalKnowledgeApis),
+ ]
+
+ args_missing_knowledge_id = {
+ "name": "Dataset",
+ "external_knowledge_api_id": "api-1",
+ "external_knowledge_id": None,
+ }
+
+ with pytest.raises(ValueError, match="external_knowledge_id is required"):
+ ExternalDatasetService.create_external_dataset("tenant-1", "user-1", args_missing_knowledge_id)
+
+ args_missing_api_id = {
+ "name": "Dataset",
+ "external_knowledge_api_id": None,
+ "external_knowledge_id": "k-1",
+ }
+
+ with pytest.raises(ValueError, match="external_knowledge_api_id is required"):
+ ExternalDatasetService.create_external_dataset("tenant-1", "user-1", args_missing_api_id)
+
+
+# ---------------------------------------------------------------------------
+# fetch_external_knowledge_retrieval
+# ---------------------------------------------------------------------------
+
+
+class TestExternalDatasetServiceFetchExternalKnowledgeRetrieval:
+ """
+ Tests for ``fetch_external_knowledge_retrieval`` which orchestrates
+ external retrieval requests and normalises the response payload.
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ with patch("services.external_knowledge_service.db.session") as mock_session:
+ yield mock_session
+
+ def test_fetch_external_knowledge_retrieval_success(self, mock_db_session: MagicMock):
+ """
+ With a valid binding and API template, records from the external
+ service should be returned when the HTTP response is 200.
+ """
+
+ tenant_id = "tenant-1"
+ dataset_id = "ds-1"
+ query = "test query"
+ external_retrieval_parameters = {"top_k": 3, "score_threshold_enabled": True, "score_threshold": 0.5}
+
+ binding = ExternalDatasetTestDataFactory.create_external_binding(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ api_id="api-1",
+ external_knowledge_id="knowledge-1",
+ )
+
+ api = Mock(spec=ExternalKnowledgeApis)
+ api.settings = '{"endpoint":"https://example.com","api_key":"secret"}'
+
+ # First query: binding; second query: api.
+ mock_db_session.query.return_value.filter_by.return_value.first.side_effect = [
+ binding,
+ api,
+ ]
+
+ fake_records = [{"content": "doc", "score": 0.9}]
+ fake_response = Mock(spec=httpx.Response)
+ fake_response.status_code = 200
+ fake_response.json.return_value = {"records": fake_records}
+
+ metadata_condition = SimpleNamespace(model_dump=lambda: {"field": "value"})
+
+ with patch.object(ExternalDatasetService, "process_external_api", return_value=fake_response) as mock_process:
+ result = ExternalDatasetService.fetch_external_knowledge_retrieval(
+ tenant_id=tenant_id,
+ dataset_id=dataset_id,
+ query=query,
+ external_retrieval_parameters=external_retrieval_parameters,
+ metadata_condition=metadata_condition,
+ )
+
+ assert result == fake_records
+
+ mock_process.assert_called_once()
+ setting_arg = mock_process.call_args.args[0]
+ assert isinstance(setting_arg, ExternalKnowledgeApiSetting)
+ assert setting_arg.url.endswith("/retrieval")
+
+ def test_fetch_external_knowledge_retrieval_binding_not_found_raises(self, mock_db_session: MagicMock):
+ """
+ Missing binding should raise ``ValueError``.
+ """
+
+ mock_db_session.query.return_value.filter_by.return_value.first.return_value = None
+
+ with pytest.raises(ValueError, match="external knowledge binding not found"):
+ ExternalDatasetService.fetch_external_knowledge_retrieval(
+ tenant_id="tenant-1",
+ dataset_id="missing",
+ query="q",
+ external_retrieval_parameters={},
+ metadata_condition=None,
+ )
+
+ def test_fetch_external_knowledge_retrieval_missing_api_template_raises(self, mock_db_session: MagicMock):
+ """
+ When the API template is missing or has no settings, a ``ValueError`` is raised.
+ """
+
+ binding = ExternalDatasetTestDataFactory.create_external_binding()
+ mock_db_session.query.return_value.filter_by.return_value.first.side_effect = [
+ binding,
+ None,
+ ]
+
+ with pytest.raises(ValueError, match="external api template not found"):
+ ExternalDatasetService.fetch_external_knowledge_retrieval(
+ tenant_id="tenant-1",
+ dataset_id="ds-1",
+ query="q",
+ external_retrieval_parameters={},
+ metadata_condition=None,
+ )
+
+ def test_fetch_external_knowledge_retrieval_non_200_status_returns_empty_list(self, mock_db_session: MagicMock):
+ """
+ Non‑200 responses should be treated as an empty result set.
+ """
+
+ binding = ExternalDatasetTestDataFactory.create_external_binding()
+ api = Mock(spec=ExternalKnowledgeApis)
+ api.settings = '{"endpoint":"https://example.com","api_key":"secret"}'
+
+ mock_db_session.query.return_value.filter_by.return_value.first.side_effect = [
+ binding,
+ api,
+ ]
+
+ fake_response = Mock(spec=httpx.Response)
+ fake_response.status_code = 500
+ fake_response.json.return_value = {}
+
+ with patch.object(ExternalDatasetService, "process_external_api", return_value=fake_response):
+ result = ExternalDatasetService.fetch_external_knowledge_retrieval(
+ tenant_id="tenant-1",
+ dataset_id="ds-1",
+ query="q",
+ external_retrieval_parameters={},
+ metadata_condition=None,
+ )
+
+ assert result == []
diff --git a/api/tests/unit_tests/services/hit_service.py b/api/tests/unit_tests/services/hit_service.py
new file mode 100644
index 0000000000..17f3a7e94e
--- /dev/null
+++ b/api/tests/unit_tests/services/hit_service.py
@@ -0,0 +1,802 @@
+"""
+Unit tests for HitTestingService.
+
+This module contains comprehensive unit tests for the HitTestingService class,
+which handles retrieval testing operations for datasets, including internal
+dataset retrieval and external knowledge base retrieval.
+"""
+
+from unittest.mock import MagicMock, Mock, patch
+
+import pytest
+
+from core.rag.models.document import Document
+from core.rag.retrieval.retrieval_methods import RetrievalMethod
+from models import Account
+from models.dataset import Dataset
+from services.hit_testing_service import HitTestingService
+
+
+class HitTestingTestDataFactory:
+ """
+ Factory class for creating test data and mock objects for hit testing service tests.
+
+ This factory provides static methods to create mock objects for datasets, users,
+ documents, and retrieval records used in HitTestingService unit tests.
+ """
+
+ @staticmethod
+ def create_dataset_mock(
+ dataset_id: str = "dataset-123",
+ tenant_id: str = "tenant-123",
+ provider: str = "vendor",
+ retrieval_model: dict | None = None,
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock dataset with specified attributes.
+
+ Args:
+ dataset_id: Unique identifier for the dataset
+ tenant_id: Tenant identifier
+ provider: Dataset provider (vendor, external, etc.)
+ retrieval_model: Optional retrieval model configuration
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a Dataset instance
+ """
+ dataset = Mock(spec=Dataset)
+ dataset.id = dataset_id
+ dataset.tenant_id = tenant_id
+ dataset.provider = provider
+ dataset.retrieval_model = retrieval_model
+ for key, value in kwargs.items():
+ setattr(dataset, key, value)
+ return dataset
+
+ @staticmethod
+ def create_user_mock(
+ user_id: str = "user-789",
+ tenant_id: str = "tenant-123",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock user (Account) with specified attributes.
+
+ Args:
+ user_id: Unique identifier for the user
+ tenant_id: Tenant identifier
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as an Account instance
+ """
+ user = Mock(spec=Account)
+ user.id = user_id
+ user.current_tenant_id = tenant_id
+ user.name = "Test User"
+ for key, value in kwargs.items():
+ setattr(user, key, value)
+ return user
+
+ @staticmethod
+ def create_document_mock(
+ content: str = "Test document content",
+ metadata: dict | None = None,
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock Document from core.rag.models.document.
+
+ Args:
+ content: Document content/text
+ metadata: Optional metadata dictionary
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock object configured as a Document instance
+ """
+ document = Mock(spec=Document)
+ document.page_content = content
+ document.metadata = metadata or {}
+ for key, value in kwargs.items():
+ setattr(document, key, value)
+ return document
+
+ @staticmethod
+ def create_retrieval_record_mock(
+ content: str = "Test content",
+ score: float = 0.95,
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock retrieval record.
+
+ Args:
+ content: Record content
+ score: Retrieval score
+ **kwargs: Additional fields for the record
+
+ Returns:
+ Mock object with model_dump method returning record data
+ """
+ record = Mock()
+ record.model_dump.return_value = {
+ "content": content,
+ "score": score,
+ **kwargs,
+ }
+ return record
+
+
+class TestHitTestingServiceRetrieve:
+ """
+ Tests for HitTestingService.retrieve method (hit_testing).
+
+ This test class covers the main retrieval testing functionality, including
+ various retrieval model configurations, metadata filtering, and query logging.
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """
+ Mock database session.
+
+ Provides a mocked database session for testing database operations
+ like adding and committing DatasetQuery records.
+ """
+ with patch("services.hit_testing_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_retrieve_success_with_default_retrieval_model(self, mock_db_session):
+ """
+ Test successful retrieval with default retrieval model.
+
+ Verifies that the retrieve method works correctly when no custom
+ retrieval model is provided, using the default retrieval configuration.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock(retrieval_model=None)
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = "test query"
+ retrieval_model = None
+ external_retrieval_model = {}
+
+ documents = [
+ HitTestingTestDataFactory.create_document_mock(content="Doc 1"),
+ HitTestingTestDataFactory.create_document_mock(content="Doc 2"),
+ ]
+
+ mock_records = [
+ HitTestingTestDataFactory.create_retrieval_record_mock(content="Doc 1"),
+ HitTestingTestDataFactory.create_retrieval_record_mock(content="Doc 2"),
+ ]
+
+ with (
+ patch("services.hit_testing_service.RetrievalService.retrieve") as mock_retrieve,
+ patch("services.hit_testing_service.RetrievalService.format_retrieval_documents") as mock_format,
+ patch("services.hit_testing_service.time.perf_counter") as mock_perf_counter,
+ ):
+ mock_perf_counter.side_effect = [0.0, 0.1] # start, end
+ mock_retrieve.return_value = documents
+ mock_format.return_value = mock_records
+
+ # Act
+ result = HitTestingService.retrieve(dataset, query, account, retrieval_model, external_retrieval_model)
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert len(result["records"]) == 2
+ mock_retrieve.assert_called_once()
+ mock_db_session.add.assert_called_once()
+ mock_db_session.commit.assert_called_once()
+
+ def test_retrieve_success_with_custom_retrieval_model(self, mock_db_session):
+ """
+ Test successful retrieval with custom retrieval model.
+
+ Verifies that custom retrieval model parameters (search method, reranking,
+ score threshold, etc.) are properly passed to RetrievalService.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock()
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = "test query"
+ retrieval_model = {
+ "search_method": RetrievalMethod.KEYWORD_SEARCH,
+ "reranking_enable": True,
+ "reranking_model": {"reranking_provider_name": "cohere", "reranking_model_name": "rerank-1"},
+ "top_k": 5,
+ "score_threshold_enabled": True,
+ "score_threshold": 0.7,
+ "weights": {"vector_setting": 0.5, "keyword_setting": 0.5},
+ }
+ external_retrieval_model = {}
+
+ documents = [HitTestingTestDataFactory.create_document_mock()]
+ mock_records = [HitTestingTestDataFactory.create_retrieval_record_mock()]
+
+ with (
+ patch("services.hit_testing_service.RetrievalService.retrieve") as mock_retrieve,
+ patch("services.hit_testing_service.RetrievalService.format_retrieval_documents") as mock_format,
+ patch("services.hit_testing_service.time.perf_counter") as mock_perf_counter,
+ ):
+ mock_perf_counter.side_effect = [0.0, 0.1]
+ mock_retrieve.return_value = documents
+ mock_format.return_value = mock_records
+
+ # Act
+ result = HitTestingService.retrieve(dataset, query, account, retrieval_model, external_retrieval_model)
+
+ # Assert
+ assert result["query"]["content"] == query
+ mock_retrieve.assert_called_once()
+ call_kwargs = mock_retrieve.call_args[1]
+ assert call_kwargs["retrieval_method"] == RetrievalMethod.KEYWORD_SEARCH
+ assert call_kwargs["top_k"] == 5
+ assert call_kwargs["score_threshold"] == 0.7
+ assert call_kwargs["reranking_model"] == retrieval_model["reranking_model"]
+
+ def test_retrieve_with_metadata_filtering(self, mock_db_session):
+ """
+ Test retrieval with metadata filtering conditions.
+
+ Verifies that metadata filtering conditions are properly processed
+ and document ID filters are applied to the retrieval query.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock()
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = "test query"
+ retrieval_model = {
+ "metadata_filtering_conditions": {
+ "conditions": [
+ {"field": "category", "operator": "is", "value": "test"},
+ ],
+ },
+ }
+ external_retrieval_model = {}
+
+ mock_dataset_retrieval = MagicMock()
+ mock_dataset_retrieval.get_metadata_filter_condition.return_value = (
+ {dataset.id: ["doc-1", "doc-2"]},
+ None,
+ )
+
+ documents = [HitTestingTestDataFactory.create_document_mock()]
+ mock_records = [HitTestingTestDataFactory.create_retrieval_record_mock()]
+
+ with (
+ patch("services.hit_testing_service.RetrievalService.retrieve") as mock_retrieve,
+ patch("services.hit_testing_service.RetrievalService.format_retrieval_documents") as mock_format,
+ patch("services.hit_testing_service.DatasetRetrieval") as mock_dataset_retrieval_class,
+ patch("services.hit_testing_service.time.perf_counter") as mock_perf_counter,
+ ):
+ mock_perf_counter.side_effect = [0.0, 0.1]
+ mock_dataset_retrieval_class.return_value = mock_dataset_retrieval
+ mock_retrieve.return_value = documents
+ mock_format.return_value = mock_records
+
+ # Act
+ result = HitTestingService.retrieve(dataset, query, account, retrieval_model, external_retrieval_model)
+
+ # Assert
+ assert result["query"]["content"] == query
+ mock_dataset_retrieval.get_metadata_filter_condition.assert_called_once()
+ call_kwargs = mock_retrieve.call_args[1]
+ assert call_kwargs["document_ids_filter"] == ["doc-1", "doc-2"]
+
+ def test_retrieve_with_metadata_filtering_no_documents(self, mock_db_session):
+ """
+ Test retrieval with metadata filtering that returns no documents.
+
+ Verifies that when metadata filtering results in no matching documents,
+ an empty result is returned without calling RetrievalService.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock()
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = "test query"
+ retrieval_model = {
+ "metadata_filtering_conditions": {
+ "conditions": [
+ {"field": "category", "operator": "is", "value": "test"},
+ ],
+ },
+ }
+ external_retrieval_model = {}
+
+ mock_dataset_retrieval = MagicMock()
+ mock_dataset_retrieval.get_metadata_filter_condition.return_value = ({}, True)
+
+ with (
+ patch("services.hit_testing_service.DatasetRetrieval") as mock_dataset_retrieval_class,
+ patch("services.hit_testing_service.RetrievalService.format_retrieval_documents") as mock_format,
+ ):
+ mock_dataset_retrieval_class.return_value = mock_dataset_retrieval
+ mock_format.return_value = []
+
+ # Act
+ result = HitTestingService.retrieve(dataset, query, account, retrieval_model, external_retrieval_model)
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert result["records"] == []
+
+ def test_retrieve_with_dataset_retrieval_model(self, mock_db_session):
+ """
+ Test retrieval using dataset's retrieval model when not provided.
+
+ Verifies that when no retrieval model is provided, the dataset's
+ retrieval model is used as a fallback.
+ """
+ # Arrange
+ dataset_retrieval_model = {
+ "search_method": RetrievalMethod.HYBRID_SEARCH,
+ "top_k": 3,
+ }
+ dataset = HitTestingTestDataFactory.create_dataset_mock(retrieval_model=dataset_retrieval_model)
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = "test query"
+ retrieval_model = None
+ external_retrieval_model = {}
+
+ documents = [HitTestingTestDataFactory.create_document_mock()]
+ mock_records = [HitTestingTestDataFactory.create_retrieval_record_mock()]
+
+ with (
+ patch("services.hit_testing_service.RetrievalService.retrieve") as mock_retrieve,
+ patch("services.hit_testing_service.RetrievalService.format_retrieval_documents") as mock_format,
+ patch("services.hit_testing_service.time.perf_counter") as mock_perf_counter,
+ ):
+ mock_perf_counter.side_effect = [0.0, 0.1]
+ mock_retrieve.return_value = documents
+ mock_format.return_value = mock_records
+
+ # Act
+ result = HitTestingService.retrieve(dataset, query, account, retrieval_model, external_retrieval_model)
+
+ # Assert
+ assert result["query"]["content"] == query
+ call_kwargs = mock_retrieve.call_args[1]
+ assert call_kwargs["retrieval_method"] == RetrievalMethod.HYBRID_SEARCH
+ assert call_kwargs["top_k"] == 3
+
+
+class TestHitTestingServiceExternalRetrieve:
+ """
+ Tests for HitTestingService.external_retrieve method.
+
+ This test class covers external knowledge base retrieval functionality,
+ including query escaping, response formatting, and provider validation.
+ """
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """
+ Mock database session.
+
+ Provides a mocked database session for testing database operations
+ like adding and committing DatasetQuery records.
+ """
+ with patch("services.hit_testing_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_external_retrieve_success(self, mock_db_session):
+ """
+ Test successful external retrieval.
+
+ Verifies that external knowledge base retrieval works correctly,
+ including query escaping, document formatting, and query logging.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock(provider="external")
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = 'test query with "quotes"'
+ external_retrieval_model = {"top_k": 5, "score_threshold": 0.8}
+ metadata_filtering_conditions = {}
+
+ external_documents = [
+ {"content": "External doc 1", "title": "Title 1", "score": 0.95, "metadata": {"key": "value"}},
+ {"content": "External doc 2", "title": "Title 2", "score": 0.85, "metadata": {}},
+ ]
+
+ with (
+ patch("services.hit_testing_service.RetrievalService.external_retrieve") as mock_external_retrieve,
+ patch("services.hit_testing_service.time.perf_counter") as mock_perf_counter,
+ ):
+ mock_perf_counter.side_effect = [0.0, 0.1]
+ mock_external_retrieve.return_value = external_documents
+
+ # Act
+ result = HitTestingService.external_retrieve(
+ dataset, query, account, external_retrieval_model, metadata_filtering_conditions
+ )
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert len(result["records"]) == 2
+ assert result["records"][0]["content"] == "External doc 1"
+ assert result["records"][0]["title"] == "Title 1"
+ assert result["records"][0]["score"] == 0.95
+ mock_external_retrieve.assert_called_once()
+ # Verify query was escaped
+ assert mock_external_retrieve.call_args[1]["query"] == 'test query with \\"quotes\\"'
+ mock_db_session.add.assert_called_once()
+ mock_db_session.commit.assert_called_once()
+
+ def test_external_retrieve_non_external_provider(self, mock_db_session):
+ """
+ Test external retrieval with non-external provider (should return empty).
+
+ Verifies that when the dataset provider is not "external", the method
+ returns an empty result without performing retrieval or database operations.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock(provider="vendor")
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = "test query"
+ external_retrieval_model = {}
+ metadata_filtering_conditions = {}
+
+ # Act
+ result = HitTestingService.external_retrieve(
+ dataset, query, account, external_retrieval_model, metadata_filtering_conditions
+ )
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert result["records"] == []
+ mock_db_session.add.assert_not_called()
+
+ def test_external_retrieve_with_metadata_filtering(self, mock_db_session):
+ """
+ Test external retrieval with metadata filtering conditions.
+
+ Verifies that metadata filtering conditions are properly passed
+ to the external retrieval service.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock(provider="external")
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = "test query"
+ external_retrieval_model = {"top_k": 3}
+ metadata_filtering_conditions = {"category": "test"}
+
+ external_documents = [{"content": "Doc 1", "title": "Title", "score": 0.9, "metadata": {}}]
+
+ with (
+ patch("services.hit_testing_service.RetrievalService.external_retrieve") as mock_external_retrieve,
+ patch("services.hit_testing_service.time.perf_counter") as mock_perf_counter,
+ ):
+ mock_perf_counter.side_effect = [0.0, 0.1]
+ mock_external_retrieve.return_value = external_documents
+
+ # Act
+ result = HitTestingService.external_retrieve(
+ dataset, query, account, external_retrieval_model, metadata_filtering_conditions
+ )
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert len(result["records"]) == 1
+ call_kwargs = mock_external_retrieve.call_args[1]
+ assert call_kwargs["metadata_filtering_conditions"] == metadata_filtering_conditions
+
+ def test_external_retrieve_empty_documents(self, mock_db_session):
+ """
+ Test external retrieval with empty document list.
+
+ Verifies that when external retrieval returns no documents,
+ an empty result is properly formatted and returned.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock(provider="external")
+ account = HitTestingTestDataFactory.create_user_mock()
+ query = "test query"
+ external_retrieval_model = {}
+ metadata_filtering_conditions = {}
+
+ with (
+ patch("services.hit_testing_service.RetrievalService.external_retrieve") as mock_external_retrieve,
+ patch("services.hit_testing_service.time.perf_counter") as mock_perf_counter,
+ ):
+ mock_perf_counter.side_effect = [0.0, 0.1]
+ mock_external_retrieve.return_value = []
+
+ # Act
+ result = HitTestingService.external_retrieve(
+ dataset, query, account, external_retrieval_model, metadata_filtering_conditions
+ )
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert result["records"] == []
+
+
+class TestHitTestingServiceCompactRetrieveResponse:
+ """
+ Tests for HitTestingService.compact_retrieve_response method.
+
+ This test class covers response formatting for internal dataset retrieval,
+ ensuring documents are properly formatted into retrieval records.
+ """
+
+ def test_compact_retrieve_response_success(self):
+ """
+ Test successful response formatting.
+
+ Verifies that documents are properly formatted into retrieval records
+ with correct structure and data.
+ """
+ # Arrange
+ query = "test query"
+ documents = [
+ HitTestingTestDataFactory.create_document_mock(content="Doc 1"),
+ HitTestingTestDataFactory.create_document_mock(content="Doc 2"),
+ ]
+
+ mock_records = [
+ HitTestingTestDataFactory.create_retrieval_record_mock(content="Doc 1", score=0.95),
+ HitTestingTestDataFactory.create_retrieval_record_mock(content="Doc 2", score=0.85),
+ ]
+
+ with patch("services.hit_testing_service.RetrievalService.format_retrieval_documents") as mock_format:
+ mock_format.return_value = mock_records
+
+ # Act
+ result = HitTestingService.compact_retrieve_response(query, documents)
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert len(result["records"]) == 2
+ assert result["records"][0]["content"] == "Doc 1"
+ assert result["records"][0]["score"] == 0.95
+ mock_format.assert_called_once_with(documents)
+
+ def test_compact_retrieve_response_empty_documents(self):
+ """
+ Test response formatting with empty document list.
+
+ Verifies that an empty document list results in an empty records array
+ while maintaining the correct response structure.
+ """
+ # Arrange
+ query = "test query"
+ documents = []
+
+ with patch("services.hit_testing_service.RetrievalService.format_retrieval_documents") as mock_format:
+ mock_format.return_value = []
+
+ # Act
+ result = HitTestingService.compact_retrieve_response(query, documents)
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert result["records"] == []
+
+
+class TestHitTestingServiceCompactExternalRetrieveResponse:
+ """
+ Tests for HitTestingService.compact_external_retrieve_response method.
+
+ This test class covers response formatting for external knowledge base
+ retrieval, ensuring proper field extraction and provider validation.
+ """
+
+ def test_compact_external_retrieve_response_external_provider(self):
+ """
+ Test external response formatting for external provider.
+
+ Verifies that external documents are properly formatted with all
+ required fields (content, title, score, metadata).
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock(provider="external")
+ query = "test query"
+ documents = [
+ {"content": "Doc 1", "title": "Title 1", "score": 0.95, "metadata": {"key": "value"}},
+ {"content": "Doc 2", "title": "Title 2", "score": 0.85, "metadata": {}},
+ ]
+
+ # Act
+ result = HitTestingService.compact_external_retrieve_response(dataset, query, documents)
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert len(result["records"]) == 2
+ assert result["records"][0]["content"] == "Doc 1"
+ assert result["records"][0]["title"] == "Title 1"
+ assert result["records"][0]["score"] == 0.95
+ assert result["records"][0]["metadata"] == {"key": "value"}
+
+ def test_compact_external_retrieve_response_non_external_provider(self):
+ """
+ Test external response formatting for non-external provider.
+
+ Verifies that non-external providers return an empty records array
+ regardless of input documents.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock(provider="vendor")
+ query = "test query"
+ documents = [{"content": "Doc 1"}]
+
+ # Act
+ result = HitTestingService.compact_external_retrieve_response(dataset, query, documents)
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert result["records"] == []
+
+ def test_compact_external_retrieve_response_missing_fields(self):
+ """
+ Test external response formatting with missing optional fields.
+
+ Verifies that missing optional fields (title, score, metadata) are
+ handled gracefully by setting them to None.
+ """
+ # Arrange
+ dataset = HitTestingTestDataFactory.create_dataset_mock(provider="external")
+ query = "test query"
+ documents = [
+ {"content": "Doc 1"}, # Missing title, score, metadata
+ {"content": "Doc 2", "title": "Title 2"}, # Missing score, metadata
+ ]
+
+ # Act
+ result = HitTestingService.compact_external_retrieve_response(dataset, query, documents)
+
+ # Assert
+ assert result["query"]["content"] == query
+ assert len(result["records"]) == 2
+ assert result["records"][0]["content"] == "Doc 1"
+ assert result["records"][0]["title"] is None
+ assert result["records"][0]["score"] is None
+ assert result["records"][0]["metadata"] is None
+
+
+class TestHitTestingServiceHitTestingArgsCheck:
+ """
+ Tests for HitTestingService.hit_testing_args_check method.
+
+ This test class covers query argument validation, ensuring queries
+ meet the required criteria (non-empty, max 250 characters).
+ """
+
+ def test_hit_testing_args_check_success(self):
+ """
+ Test successful argument validation.
+
+ Verifies that valid queries pass validation without raising errors.
+ """
+ # Arrange
+ args = {"query": "valid query"}
+
+ # Act & Assert (should not raise)
+ HitTestingService.hit_testing_args_check(args)
+
+ def test_hit_testing_args_check_empty_query(self):
+ """
+ Test validation fails with empty query.
+
+ Verifies that empty queries raise a ValueError with appropriate message.
+ """
+ # Arrange
+ args = {"query": ""}
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Query is required and cannot exceed 250 characters"):
+ HitTestingService.hit_testing_args_check(args)
+
+ def test_hit_testing_args_check_none_query(self):
+ """
+ Test validation fails with None query.
+
+ Verifies that None queries raise a ValueError with appropriate message.
+ """
+ # Arrange
+ args = {"query": None}
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Query is required and cannot exceed 250 characters"):
+ HitTestingService.hit_testing_args_check(args)
+
+ def test_hit_testing_args_check_too_long_query(self):
+ """
+ Test validation fails with query exceeding 250 characters.
+
+ Verifies that queries longer than 250 characters raise a ValueError.
+ """
+ # Arrange
+ args = {"query": "a" * 251}
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Query is required and cannot exceed 250 characters"):
+ HitTestingService.hit_testing_args_check(args)
+
+ def test_hit_testing_args_check_exactly_250_characters(self):
+ """
+ Test validation succeeds with exactly 250 characters.
+
+ Verifies that queries with exactly 250 characters (the maximum)
+ pass validation successfully.
+ """
+ # Arrange
+ args = {"query": "a" * 250}
+
+ # Act & Assert (should not raise)
+ HitTestingService.hit_testing_args_check(args)
+
+
+class TestHitTestingServiceEscapeQueryForSearch:
+ """
+ Tests for HitTestingService.escape_query_for_search method.
+
+ This test class covers query escaping functionality for external search,
+ ensuring special characters are properly escaped.
+ """
+
+ def test_escape_query_for_search_with_quotes(self):
+ """
+ Test escaping quotes in query.
+
+ Verifies that double quotes in queries are properly escaped with
+ backslashes for external search compatibility.
+ """
+ # Arrange
+ query = 'test query with "quotes"'
+
+ # Act
+ result = HitTestingService.escape_query_for_search(query)
+
+ # Assert
+ assert result == 'test query with \\"quotes\\"'
+
+ def test_escape_query_for_search_without_quotes(self):
+ """
+ Test query without quotes (no change).
+
+ Verifies that queries without quotes remain unchanged after escaping.
+ """
+ # Arrange
+ query = "test query without quotes"
+
+ # Act
+ result = HitTestingService.escape_query_for_search(query)
+
+ # Assert
+ assert result == query
+
+ def test_escape_query_for_search_multiple_quotes(self):
+ """
+ Test escaping multiple quotes in query.
+
+ Verifies that all occurrences of double quotes in a query are
+ properly escaped, not just the first one.
+ """
+ # Arrange
+ query = 'test "query" with "multiple" quotes'
+
+ # Act
+ result = HitTestingService.escape_query_for_search(query)
+
+ # Assert
+ assert result == 'test \\"query\\" with \\"multiple\\" quotes'
+
+ def test_escape_query_for_search_empty_string(self):
+ """
+ Test escaping empty string.
+
+ Verifies that empty strings are handled correctly and remain empty
+ after the escaping operation.
+ """
+ # Arrange
+ query = ""
+
+ # Act
+ result = HitTestingService.escape_query_for_search(query)
+
+ # Assert
+ assert result == ""
diff --git a/api/tests/unit_tests/services/segment_service.py b/api/tests/unit_tests/services/segment_service.py
new file mode 100644
index 0000000000..ee05e890b2
--- /dev/null
+++ b/api/tests/unit_tests/services/segment_service.py
@@ -0,0 +1,1093 @@
+from unittest.mock import MagicMock, Mock, patch
+
+import pytest
+
+from models.account import Account
+from models.dataset import ChildChunk, Dataset, Document, DocumentSegment
+from services.dataset_service import SegmentService
+from services.entities.knowledge_entities.knowledge_entities import SegmentUpdateArgs
+from services.errors.chunk import ChildChunkDeleteIndexError, ChildChunkIndexingError
+
+
+class SegmentTestDataFactory:
+ """Factory class for creating test data and mock objects for segment service tests."""
+
+ @staticmethod
+ def create_segment_mock(
+ segment_id: str = "segment-123",
+ document_id: str = "doc-123",
+ dataset_id: str = "dataset-123",
+ tenant_id: str = "tenant-123",
+ content: str = "Test segment content",
+ position: int = 1,
+ enabled: bool = True,
+ status: str = "completed",
+ word_count: int = 3,
+ tokens: int = 5,
+ **kwargs,
+ ) -> Mock:
+ """Create a mock segment with specified attributes."""
+ segment = Mock(spec=DocumentSegment)
+ segment.id = segment_id
+ segment.document_id = document_id
+ segment.dataset_id = dataset_id
+ segment.tenant_id = tenant_id
+ segment.content = content
+ segment.position = position
+ segment.enabled = enabled
+ segment.status = status
+ segment.word_count = word_count
+ segment.tokens = tokens
+ segment.index_node_id = f"node-{segment_id}"
+ segment.index_node_hash = "hash-123"
+ segment.keywords = []
+ segment.answer = None
+ segment.disabled_at = None
+ segment.disabled_by = None
+ segment.updated_by = None
+ segment.updated_at = None
+ segment.indexing_at = None
+ segment.completed_at = None
+ segment.error = None
+ for key, value in kwargs.items():
+ setattr(segment, key, value)
+ return segment
+
+ @staticmethod
+ def create_child_chunk_mock(
+ chunk_id: str = "chunk-123",
+ segment_id: str = "segment-123",
+ document_id: str = "doc-123",
+ dataset_id: str = "dataset-123",
+ tenant_id: str = "tenant-123",
+ content: str = "Test child chunk content",
+ position: int = 1,
+ word_count: int = 3,
+ **kwargs,
+ ) -> Mock:
+ """Create a mock child chunk with specified attributes."""
+ chunk = Mock(spec=ChildChunk)
+ chunk.id = chunk_id
+ chunk.segment_id = segment_id
+ chunk.document_id = document_id
+ chunk.dataset_id = dataset_id
+ chunk.tenant_id = tenant_id
+ chunk.content = content
+ chunk.position = position
+ chunk.word_count = word_count
+ chunk.index_node_id = f"node-{chunk_id}"
+ chunk.index_node_hash = "hash-123"
+ chunk.type = "automatic"
+ chunk.created_by = "user-123"
+ chunk.updated_by = None
+ chunk.updated_at = None
+ for key, value in kwargs.items():
+ setattr(chunk, key, value)
+ return chunk
+
+ @staticmethod
+ def create_document_mock(
+ document_id: str = "doc-123",
+ dataset_id: str = "dataset-123",
+ tenant_id: str = "tenant-123",
+ doc_form: str = "text_model",
+ word_count: int = 100,
+ **kwargs,
+ ) -> Mock:
+ """Create a mock document with specified attributes."""
+ document = Mock(spec=Document)
+ document.id = document_id
+ document.dataset_id = dataset_id
+ document.tenant_id = tenant_id
+ document.doc_form = doc_form
+ document.word_count = word_count
+ for key, value in kwargs.items():
+ setattr(document, key, value)
+ return document
+
+ @staticmethod
+ def create_dataset_mock(
+ dataset_id: str = "dataset-123",
+ tenant_id: str = "tenant-123",
+ indexing_technique: str = "high_quality",
+ embedding_model: str = "text-embedding-ada-002",
+ embedding_model_provider: str = "openai",
+ **kwargs,
+ ) -> Mock:
+ """Create a mock dataset with specified attributes."""
+ dataset = Mock(spec=Dataset)
+ dataset.id = dataset_id
+ dataset.tenant_id = tenant_id
+ dataset.indexing_technique = indexing_technique
+ dataset.embedding_model = embedding_model
+ dataset.embedding_model_provider = embedding_model_provider
+ for key, value in kwargs.items():
+ setattr(dataset, key, value)
+ return dataset
+
+ @staticmethod
+ def create_user_mock(
+ user_id: str = "user-789",
+ tenant_id: str = "tenant-123",
+ **kwargs,
+ ) -> Mock:
+ """Create a mock user with specified attributes."""
+ user = Mock(spec=Account)
+ user.id = user_id
+ user.current_tenant_id = tenant_id
+ user.name = "Test User"
+ for key, value in kwargs.items():
+ setattr(user, key, value)
+ return user
+
+
+class TestSegmentServiceCreateSegment:
+ """Tests for SegmentService.create_segment method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current_user."""
+ user = SegmentTestDataFactory.create_user_mock()
+ with patch("services.dataset_service.current_user", user):
+ yield user
+
+ def test_create_segment_success(self, mock_db_session, mock_current_user):
+ """Test successful creation of a segment."""
+ # Arrange
+ document = SegmentTestDataFactory.create_document_mock(word_count=100)
+ dataset = SegmentTestDataFactory.create_dataset_mock(indexing_technique="economy")
+ args = {"content": "New segment content", "keywords": ["test", "segment"]}
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = None # No existing segments
+ mock_db_session.query.return_value = mock_query
+
+ mock_segment = SegmentTestDataFactory.create_segment_mock()
+ mock_db_session.query.return_value.where.return_value.first.return_value = mock_segment
+
+ with (
+ patch("services.dataset_service.redis_client.lock") as mock_lock,
+ patch("services.dataset_service.VectorService.create_segments_vector") as mock_vector_service,
+ patch("services.dataset_service.helper.generate_text_hash") as mock_hash,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_lock.return_value.__enter__ = Mock()
+ mock_lock.return_value.__exit__ = Mock(return_value=None)
+ mock_hash.return_value = "hash-123"
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act
+ result = SegmentService.create_segment(args, document, dataset)
+
+ # Assert
+ assert mock_db_session.add.call_count == 2
+
+ created_segment = mock_db_session.add.call_args_list[0].args[0]
+ assert isinstance(created_segment, DocumentSegment)
+ assert created_segment.content == args["content"]
+ assert created_segment.word_count == len(args["content"])
+
+ mock_db_session.commit.assert_called_once()
+
+ mock_vector_service.assert_called_once()
+ vector_call_args = mock_vector_service.call_args[0]
+ assert vector_call_args[0] == [args["keywords"]]
+ assert vector_call_args[1][0] == created_segment
+ assert vector_call_args[2] == dataset
+ assert vector_call_args[3] == document.doc_form
+
+ assert result == mock_segment
+
+ def test_create_segment_with_qa_model(self, mock_db_session, mock_current_user):
+ """Test creation of segment with QA model (requires answer)."""
+ # Arrange
+ document = SegmentTestDataFactory.create_document_mock(doc_form="qa_model", word_count=100)
+ dataset = SegmentTestDataFactory.create_dataset_mock(indexing_technique="economy")
+ args = {"content": "What is AI?", "answer": "AI is Artificial Intelligence", "keywords": ["ai"]}
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ mock_segment = SegmentTestDataFactory.create_segment_mock()
+ mock_db_session.query.return_value.where.return_value.first.return_value = mock_segment
+
+ with (
+ patch("services.dataset_service.redis_client.lock") as mock_lock,
+ patch("services.dataset_service.VectorService.create_segments_vector") as mock_vector_service,
+ patch("services.dataset_service.helper.generate_text_hash") as mock_hash,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_lock.return_value.__enter__ = Mock()
+ mock_lock.return_value.__exit__ = Mock(return_value=None)
+ mock_hash.return_value = "hash-123"
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act
+ result = SegmentService.create_segment(args, document, dataset)
+
+ # Assert
+ assert result == mock_segment
+ mock_db_session.add.assert_called()
+ mock_db_session.commit.assert_called()
+
+ def test_create_segment_with_high_quality_indexing(self, mock_db_session, mock_current_user):
+ """Test creation of segment with high quality indexing technique."""
+ # Arrange
+ document = SegmentTestDataFactory.create_document_mock(word_count=100)
+ dataset = SegmentTestDataFactory.create_dataset_mock(indexing_technique="high_quality")
+ args = {"content": "New segment content", "keywords": ["test"]}
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ mock_embedding_model = MagicMock()
+ mock_embedding_model.get_text_embedding_num_tokens.return_value = [10]
+ mock_model_manager = MagicMock()
+ mock_model_manager.get_model_instance.return_value = mock_embedding_model
+
+ mock_segment = SegmentTestDataFactory.create_segment_mock()
+ mock_db_session.query.return_value.where.return_value.first.return_value = mock_segment
+
+ with (
+ patch("services.dataset_service.redis_client.lock") as mock_lock,
+ patch("services.dataset_service.VectorService.create_segments_vector") as mock_vector_service,
+ patch("services.dataset_service.ModelManager") as mock_model_manager_class,
+ patch("services.dataset_service.helper.generate_text_hash") as mock_hash,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_lock.return_value.__enter__ = Mock()
+ mock_lock.return_value.__exit__ = Mock(return_value=None)
+ mock_model_manager_class.return_value = mock_model_manager
+ mock_hash.return_value = "hash-123"
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act
+ result = SegmentService.create_segment(args, document, dataset)
+
+ # Assert
+ assert result == mock_segment
+ mock_model_manager.get_model_instance.assert_called_once()
+ mock_embedding_model.get_text_embedding_num_tokens.assert_called_once()
+
+ def test_create_segment_vector_index_failure(self, mock_db_session, mock_current_user):
+ """Test segment creation when vector indexing fails."""
+ # Arrange
+ document = SegmentTestDataFactory.create_document_mock(word_count=100)
+ dataset = SegmentTestDataFactory.create_dataset_mock(indexing_technique="economy")
+ args = {"content": "New segment content", "keywords": ["test"]}
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ mock_segment = SegmentTestDataFactory.create_segment_mock(enabled=False, status="error")
+ mock_db_session.query.return_value.where.return_value.first.return_value = mock_segment
+
+ with (
+ patch("services.dataset_service.redis_client.lock") as mock_lock,
+ patch("services.dataset_service.VectorService.create_segments_vector") as mock_vector_service,
+ patch("services.dataset_service.helper.generate_text_hash") as mock_hash,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_lock.return_value.__enter__ = Mock()
+ mock_lock.return_value.__exit__ = Mock(return_value=None)
+ mock_vector_service.side_effect = Exception("Vector indexing failed")
+ mock_hash.return_value = "hash-123"
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act
+ result = SegmentService.create_segment(args, document, dataset)
+
+ # Assert
+ assert result == mock_segment
+ assert mock_db_session.commit.call_count == 2 # Once for creation, once for error update
+
+
+class TestSegmentServiceUpdateSegment:
+ """Tests for SegmentService.update_segment method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current_user."""
+ user = SegmentTestDataFactory.create_user_mock()
+ with patch("services.dataset_service.current_user", user):
+ yield user
+
+ def test_update_segment_content_success(self, mock_db_session, mock_current_user):
+ """Test successful update of segment content."""
+ # Arrange
+ segment = SegmentTestDataFactory.create_segment_mock(enabled=True, word_count=10)
+ document = SegmentTestDataFactory.create_document_mock(word_count=100)
+ dataset = SegmentTestDataFactory.create_dataset_mock(indexing_technique="economy")
+ args = SegmentUpdateArgs(content="Updated content", keywords=["updated"])
+
+ mock_db_session.query.return_value.where.return_value.first.return_value = segment
+
+ with (
+ patch("services.dataset_service.redis_client.get") as mock_redis_get,
+ patch("services.dataset_service.VectorService.update_segment_vector") as mock_vector_service,
+ patch("services.dataset_service.helper.generate_text_hash") as mock_hash,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_redis_get.return_value = None # Not indexing
+ mock_hash.return_value = "new-hash"
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act
+ result = SegmentService.update_segment(args, segment, document, dataset)
+
+ # Assert
+ assert result == segment
+ assert segment.content == "Updated content"
+ assert segment.keywords == ["updated"]
+ assert segment.word_count == len("Updated content")
+ assert document.word_count == 100 + (len("Updated content") - 10)
+ mock_db_session.add.assert_called()
+ mock_db_session.commit.assert_called()
+
+ def test_update_segment_disable(self, mock_db_session, mock_current_user):
+ """Test disabling a segment."""
+ # Arrange
+ segment = SegmentTestDataFactory.create_segment_mock(enabled=True)
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+ args = SegmentUpdateArgs(enabled=False)
+
+ with (
+ patch("services.dataset_service.redis_client.get") as mock_redis_get,
+ patch("services.dataset_service.redis_client.setex") as mock_redis_setex,
+ patch("services.dataset_service.disable_segment_from_index_task") as mock_task,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_redis_get.return_value = None
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act
+ result = SegmentService.update_segment(args, segment, document, dataset)
+
+ # Assert
+ assert result == segment
+ assert segment.enabled is False
+ mock_db_session.add.assert_called()
+ mock_db_session.commit.assert_called()
+ mock_task.delay.assert_called_once()
+
+ def test_update_segment_indexing_in_progress(self, mock_db_session, mock_current_user):
+ """Test update fails when segment is currently indexing."""
+ # Arrange
+ segment = SegmentTestDataFactory.create_segment_mock(enabled=True)
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+ args = SegmentUpdateArgs(content="Updated content")
+
+ with patch("services.dataset_service.redis_client.get") as mock_redis_get:
+ mock_redis_get.return_value = "1" # Indexing in progress
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Segment is indexing"):
+ SegmentService.update_segment(args, segment, document, dataset)
+
+ def test_update_segment_disabled_segment(self, mock_db_session, mock_current_user):
+ """Test update fails when segment is disabled."""
+ # Arrange
+ segment = SegmentTestDataFactory.create_segment_mock(enabled=False)
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+ args = SegmentUpdateArgs(content="Updated content")
+
+ with patch("services.dataset_service.redis_client.get") as mock_redis_get:
+ mock_redis_get.return_value = None
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Can't update disabled segment"):
+ SegmentService.update_segment(args, segment, document, dataset)
+
+ def test_update_segment_with_qa_model(self, mock_db_session, mock_current_user):
+ """Test update segment with QA model (includes answer)."""
+ # Arrange
+ segment = SegmentTestDataFactory.create_segment_mock(enabled=True, word_count=10)
+ document = SegmentTestDataFactory.create_document_mock(doc_form="qa_model", word_count=100)
+ dataset = SegmentTestDataFactory.create_dataset_mock(indexing_technique="economy")
+ args = SegmentUpdateArgs(content="Updated question", answer="Updated answer", keywords=["qa"])
+
+ mock_db_session.query.return_value.where.return_value.first.return_value = segment
+
+ with (
+ patch("services.dataset_service.redis_client.get") as mock_redis_get,
+ patch("services.dataset_service.VectorService.update_segment_vector") as mock_vector_service,
+ patch("services.dataset_service.helper.generate_text_hash") as mock_hash,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_redis_get.return_value = None
+ mock_hash.return_value = "new-hash"
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act
+ result = SegmentService.update_segment(args, segment, document, dataset)
+
+ # Assert
+ assert result == segment
+ assert segment.content == "Updated question"
+ assert segment.answer == "Updated answer"
+ assert segment.keywords == ["qa"]
+ new_word_count = len("Updated question") + len("Updated answer")
+ assert segment.word_count == new_word_count
+ assert document.word_count == 100 + (new_word_count - 10)
+ mock_db_session.commit.assert_called()
+
+
+class TestSegmentServiceDeleteSegment:
+ """Tests for SegmentService.delete_segment method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_delete_segment_success(self, mock_db_session):
+ """Test successful deletion of a segment."""
+ # Arrange
+ segment = SegmentTestDataFactory.create_segment_mock(enabled=True, word_count=50)
+ document = SegmentTestDataFactory.create_document_mock(word_count=100)
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ mock_scalars = MagicMock()
+ mock_scalars.all.return_value = []
+ mock_db_session.scalars.return_value = mock_scalars
+
+ with (
+ patch("services.dataset_service.redis_client.get") as mock_redis_get,
+ patch("services.dataset_service.redis_client.setex") as mock_redis_setex,
+ patch("services.dataset_service.delete_segment_from_index_task") as mock_task,
+ patch("services.dataset_service.select") as mock_select,
+ ):
+ mock_redis_get.return_value = None
+ mock_select.return_value.where.return_value = mock_select
+
+ # Act
+ SegmentService.delete_segment(segment, document, dataset)
+
+ # Assert
+ mock_db_session.delete.assert_called_once_with(segment)
+ mock_db_session.commit.assert_called_once()
+ mock_task.delay.assert_called_once()
+
+ def test_delete_segment_disabled(self, mock_db_session):
+ """Test deletion of disabled segment (no index deletion)."""
+ # Arrange
+ segment = SegmentTestDataFactory.create_segment_mock(enabled=False, word_count=50)
+ document = SegmentTestDataFactory.create_document_mock(word_count=100)
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ with (
+ patch("services.dataset_service.redis_client.get") as mock_redis_get,
+ patch("services.dataset_service.delete_segment_from_index_task") as mock_task,
+ ):
+ mock_redis_get.return_value = None
+
+ # Act
+ SegmentService.delete_segment(segment, document, dataset)
+
+ # Assert
+ mock_db_session.delete.assert_called_once_with(segment)
+ mock_db_session.commit.assert_called_once()
+ mock_task.delay.assert_not_called()
+
+ def test_delete_segment_indexing_in_progress(self, mock_db_session):
+ """Test deletion fails when segment is currently being deleted."""
+ # Arrange
+ segment = SegmentTestDataFactory.create_segment_mock(enabled=True)
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ with patch("services.dataset_service.redis_client.get") as mock_redis_get:
+ mock_redis_get.return_value = "1" # Deletion in progress
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Segment is deleting"):
+ SegmentService.delete_segment(segment, document, dataset)
+
+
+class TestSegmentServiceDeleteSegments:
+ """Tests for SegmentService.delete_segments method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current_user."""
+ user = SegmentTestDataFactory.create_user_mock()
+ with patch("services.dataset_service.current_user", user):
+ yield user
+
+ def test_delete_segments_success(self, mock_db_session, mock_current_user):
+ """Test successful deletion of multiple segments."""
+ # Arrange
+ segment_ids = ["segment-1", "segment-2"]
+ document = SegmentTestDataFactory.create_document_mock(word_count=200)
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ segments_info = [
+ ("node-1", "segment-1", 50),
+ ("node-2", "segment-2", 30),
+ ]
+
+ mock_query = MagicMock()
+ mock_query.with_entities.return_value.where.return_value.all.return_value = segments_info
+ mock_db_session.query.return_value = mock_query
+
+ mock_scalars = MagicMock()
+ mock_scalars.all.return_value = []
+ mock_select = MagicMock()
+ mock_select.where.return_value = mock_select
+ mock_db_session.scalars.return_value = mock_scalars
+
+ with (
+ patch("services.dataset_service.delete_segment_from_index_task") as mock_task,
+ patch("services.dataset_service.select") as mock_select_func,
+ ):
+ mock_select_func.return_value = mock_select
+
+ # Act
+ SegmentService.delete_segments(segment_ids, document, dataset)
+
+ # Assert
+ mock_db_session.query.return_value.where.return_value.delete.assert_called_once()
+ mock_db_session.commit.assert_called_once()
+ mock_task.delay.assert_called_once()
+
+ def test_delete_segments_empty_list(self, mock_db_session, mock_current_user):
+ """Test deletion with empty list (should return early)."""
+ # Arrange
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ # Act
+ SegmentService.delete_segments([], document, dataset)
+
+ # Assert
+ mock_db_session.query.assert_not_called()
+
+
+class TestSegmentServiceUpdateSegmentsStatus:
+ """Tests for SegmentService.update_segments_status method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current_user."""
+ user = SegmentTestDataFactory.create_user_mock()
+ with patch("services.dataset_service.current_user", user):
+ yield user
+
+ def test_update_segments_status_enable(self, mock_db_session, mock_current_user):
+ """Test enabling multiple segments."""
+ # Arrange
+ segment_ids = ["segment-1", "segment-2"]
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ segments = [
+ SegmentTestDataFactory.create_segment_mock(segment_id="segment-1", enabled=False),
+ SegmentTestDataFactory.create_segment_mock(segment_id="segment-2", enabled=False),
+ ]
+
+ mock_scalars = MagicMock()
+ mock_scalars.all.return_value = segments
+ mock_select = MagicMock()
+ mock_select.where.return_value = mock_select
+ mock_db_session.scalars.return_value = mock_scalars
+
+ with (
+ patch("services.dataset_service.redis_client.get") as mock_redis_get,
+ patch("services.dataset_service.enable_segments_to_index_task") as mock_task,
+ patch("services.dataset_service.select") as mock_select_func,
+ ):
+ mock_redis_get.return_value = None
+ mock_select_func.return_value = mock_select
+
+ # Act
+ SegmentService.update_segments_status(segment_ids, "enable", dataset, document)
+
+ # Assert
+ assert all(seg.enabled is True for seg in segments)
+ mock_db_session.commit.assert_called_once()
+ mock_task.delay.assert_called_once()
+
+ def test_update_segments_status_disable(self, mock_db_session, mock_current_user):
+ """Test disabling multiple segments."""
+ # Arrange
+ segment_ids = ["segment-1", "segment-2"]
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ segments = [
+ SegmentTestDataFactory.create_segment_mock(segment_id="segment-1", enabled=True),
+ SegmentTestDataFactory.create_segment_mock(segment_id="segment-2", enabled=True),
+ ]
+
+ mock_scalars = MagicMock()
+ mock_scalars.all.return_value = segments
+ mock_select = MagicMock()
+ mock_select.where.return_value = mock_select
+ mock_db_session.scalars.return_value = mock_scalars
+
+ with (
+ patch("services.dataset_service.redis_client.get") as mock_redis_get,
+ patch("services.dataset_service.disable_segments_from_index_task") as mock_task,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ patch("services.dataset_service.select") as mock_select_func,
+ ):
+ mock_redis_get.return_value = None
+ mock_now.return_value = "2024-01-01T00:00:00"
+ mock_select_func.return_value = mock_select
+
+ # Act
+ SegmentService.update_segments_status(segment_ids, "disable", dataset, document)
+
+ # Assert
+ assert all(seg.enabled is False for seg in segments)
+ mock_db_session.commit.assert_called_once()
+ mock_task.delay.assert_called_once()
+
+ def test_update_segments_status_empty_list(self, mock_db_session, mock_current_user):
+ """Test update with empty list (should return early)."""
+ # Arrange
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ # Act
+ SegmentService.update_segments_status([], "enable", dataset, document)
+
+ # Assert
+ mock_db_session.scalars.assert_not_called()
+
+
+class TestSegmentServiceGetSegments:
+ """Tests for SegmentService.get_segments method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current_user."""
+ user = SegmentTestDataFactory.create_user_mock()
+ with patch("services.dataset_service.current_user", user):
+ yield user
+
+ def test_get_segments_success(self, mock_db_session, mock_current_user):
+ """Test successful retrieval of segments."""
+ # Arrange
+ document_id = "doc-123"
+ tenant_id = "tenant-123"
+ segments = [
+ SegmentTestDataFactory.create_segment_mock(segment_id="segment-1"),
+ SegmentTestDataFactory.create_segment_mock(segment_id="segment-2"),
+ ]
+
+ mock_paginate = MagicMock()
+ mock_paginate.items = segments
+ mock_paginate.total = 2
+ mock_db_session.paginate.return_value = mock_paginate
+
+ # Act
+ items, total = SegmentService.get_segments(document_id, tenant_id)
+
+ # Assert
+ assert len(items) == 2
+ assert total == 2
+ mock_db_session.paginate.assert_called_once()
+
+ def test_get_segments_with_status_filter(self, mock_db_session, mock_current_user):
+ """Test retrieval with status filter."""
+ # Arrange
+ document_id = "doc-123"
+ tenant_id = "tenant-123"
+ status_list = ["completed", "error"]
+
+ mock_paginate = MagicMock()
+ mock_paginate.items = []
+ mock_paginate.total = 0
+ mock_db_session.paginate.return_value = mock_paginate
+
+ # Act
+ items, total = SegmentService.get_segments(document_id, tenant_id, status_list=status_list)
+
+ # Assert
+ assert len(items) == 0
+ assert total == 0
+
+ def test_get_segments_with_keyword(self, mock_db_session, mock_current_user):
+ """Test retrieval with keyword search."""
+ # Arrange
+ document_id = "doc-123"
+ tenant_id = "tenant-123"
+ keyword = "test"
+
+ mock_paginate = MagicMock()
+ mock_paginate.items = [SegmentTestDataFactory.create_segment_mock()]
+ mock_paginate.total = 1
+ mock_db_session.paginate.return_value = mock_paginate
+
+ # Act
+ items, total = SegmentService.get_segments(document_id, tenant_id, keyword=keyword)
+
+ # Assert
+ assert len(items) == 1
+ assert total == 1
+
+
+class TestSegmentServiceGetSegmentById:
+ """Tests for SegmentService.get_segment_by_id method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_get_segment_by_id_success(self, mock_db_session):
+ """Test successful retrieval of segment by ID."""
+ # Arrange
+ segment_id = "segment-123"
+ tenant_id = "tenant-123"
+ segment = SegmentTestDataFactory.create_segment_mock(segment_id=segment_id)
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = segment
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = SegmentService.get_segment_by_id(segment_id, tenant_id)
+
+ # Assert
+ assert result == segment
+
+ def test_get_segment_by_id_not_found(self, mock_db_session):
+ """Test retrieval when segment is not found."""
+ # Arrange
+ segment_id = "non-existent"
+ tenant_id = "tenant-123"
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = SegmentService.get_segment_by_id(segment_id, tenant_id)
+
+ # Assert
+ assert result is None
+
+
+class TestSegmentServiceGetChildChunks:
+ """Tests for SegmentService.get_child_chunks method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current_user."""
+ user = SegmentTestDataFactory.create_user_mock()
+ with patch("services.dataset_service.current_user", user):
+ yield user
+
+ def test_get_child_chunks_success(self, mock_db_session, mock_current_user):
+ """Test successful retrieval of child chunks."""
+ # Arrange
+ segment_id = "segment-123"
+ document_id = "doc-123"
+ dataset_id = "dataset-123"
+ page = 1
+ limit = 20
+
+ mock_paginate = MagicMock()
+ mock_paginate.items = [
+ SegmentTestDataFactory.create_child_chunk_mock(chunk_id="chunk-1"),
+ SegmentTestDataFactory.create_child_chunk_mock(chunk_id="chunk-2"),
+ ]
+ mock_paginate.total = 2
+ mock_db_session.paginate.return_value = mock_paginate
+
+ # Act
+ result = SegmentService.get_child_chunks(segment_id, document_id, dataset_id, page, limit)
+
+ # Assert
+ assert result == mock_paginate
+ mock_db_session.paginate.assert_called_once()
+
+ def test_get_child_chunks_with_keyword(self, mock_db_session, mock_current_user):
+ """Test retrieval with keyword search."""
+ # Arrange
+ segment_id = "segment-123"
+ document_id = "doc-123"
+ dataset_id = "dataset-123"
+ page = 1
+ limit = 20
+ keyword = "test"
+
+ mock_paginate = MagicMock()
+ mock_paginate.items = []
+ mock_paginate.total = 0
+ mock_db_session.paginate.return_value = mock_paginate
+
+ # Act
+ result = SegmentService.get_child_chunks(segment_id, document_id, dataset_id, page, limit, keyword=keyword)
+
+ # Assert
+ assert result == mock_paginate
+
+
+class TestSegmentServiceGetChildChunkById:
+ """Tests for SegmentService.get_child_chunk_by_id method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_get_child_chunk_by_id_success(self, mock_db_session):
+ """Test successful retrieval of child chunk by ID."""
+ # Arrange
+ chunk_id = "chunk-123"
+ tenant_id = "tenant-123"
+ chunk = SegmentTestDataFactory.create_child_chunk_mock(chunk_id=chunk_id)
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = chunk
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = SegmentService.get_child_chunk_by_id(chunk_id, tenant_id)
+
+ # Assert
+ assert result == chunk
+
+ def test_get_child_chunk_by_id_not_found(self, mock_db_session):
+ """Test retrieval when child chunk is not found."""
+ # Arrange
+ chunk_id = "non-existent"
+ tenant_id = "tenant-123"
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ # Act
+ result = SegmentService.get_child_chunk_by_id(chunk_id, tenant_id)
+
+ # Assert
+ assert result is None
+
+
+class TestSegmentServiceCreateChildChunk:
+ """Tests for SegmentService.create_child_chunk method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current_user."""
+ user = SegmentTestDataFactory.create_user_mock()
+ with patch("services.dataset_service.current_user", user):
+ yield user
+
+ def test_create_child_chunk_success(self, mock_db_session, mock_current_user):
+ """Test successful creation of a child chunk."""
+ # Arrange
+ content = "New child chunk content"
+ segment = SegmentTestDataFactory.create_segment_mock()
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ with (
+ patch("services.dataset_service.redis_client.lock") as mock_lock,
+ patch("services.dataset_service.VectorService.create_child_chunk_vector") as mock_vector_service,
+ patch("services.dataset_service.helper.generate_text_hash") as mock_hash,
+ ):
+ mock_lock.return_value.__enter__ = Mock()
+ mock_lock.return_value.__exit__ = Mock(return_value=None)
+ mock_hash.return_value = "hash-123"
+
+ # Act
+ result = SegmentService.create_child_chunk(content, segment, document, dataset)
+
+ # Assert
+ assert result is not None
+ mock_db_session.add.assert_called_once()
+ mock_db_session.commit.assert_called_once()
+ mock_vector_service.assert_called_once()
+
+ def test_create_child_chunk_vector_index_failure(self, mock_db_session, mock_current_user):
+ """Test child chunk creation when vector indexing fails."""
+ # Arrange
+ content = "New child chunk content"
+ segment = SegmentTestDataFactory.create_segment_mock()
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.scalar.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ with (
+ patch("services.dataset_service.redis_client.lock") as mock_lock,
+ patch("services.dataset_service.VectorService.create_child_chunk_vector") as mock_vector_service,
+ patch("services.dataset_service.helper.generate_text_hash") as mock_hash,
+ ):
+ mock_lock.return_value.__enter__ = Mock()
+ mock_lock.return_value.__exit__ = Mock(return_value=None)
+ mock_vector_service.side_effect = Exception("Vector indexing failed")
+ mock_hash.return_value = "hash-123"
+
+ # Act & Assert
+ with pytest.raises(ChildChunkIndexingError):
+ SegmentService.create_child_chunk(content, segment, document, dataset)
+
+ mock_db_session.rollback.assert_called_once()
+
+
+class TestSegmentServiceUpdateChildChunk:
+ """Tests for SegmentService.update_child_chunk method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ @pytest.fixture
+ def mock_current_user(self):
+ """Mock current_user."""
+ user = SegmentTestDataFactory.create_user_mock()
+ with patch("services.dataset_service.current_user", user):
+ yield user
+
+ def test_update_child_chunk_success(self, mock_db_session, mock_current_user):
+ """Test successful update of a child chunk."""
+ # Arrange
+ content = "Updated child chunk content"
+ chunk = SegmentTestDataFactory.create_child_chunk_mock()
+ segment = SegmentTestDataFactory.create_segment_mock()
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ with (
+ patch("services.dataset_service.VectorService.update_child_chunk_vector") as mock_vector_service,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act
+ result = SegmentService.update_child_chunk(content, chunk, segment, document, dataset)
+
+ # Assert
+ assert result == chunk
+ assert chunk.content == content
+ assert chunk.word_count == len(content)
+ mock_db_session.add.assert_called_once_with(chunk)
+ mock_db_session.commit.assert_called_once()
+ mock_vector_service.assert_called_once()
+
+ def test_update_child_chunk_vector_index_failure(self, mock_db_session, mock_current_user):
+ """Test child chunk update when vector indexing fails."""
+ # Arrange
+ content = "Updated content"
+ chunk = SegmentTestDataFactory.create_child_chunk_mock()
+ segment = SegmentTestDataFactory.create_segment_mock()
+ document = SegmentTestDataFactory.create_document_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ with (
+ patch("services.dataset_service.VectorService.update_child_chunk_vector") as mock_vector_service,
+ patch("services.dataset_service.naive_utc_now") as mock_now,
+ ):
+ mock_vector_service.side_effect = Exception("Vector indexing failed")
+ mock_now.return_value = "2024-01-01T00:00:00"
+
+ # Act & Assert
+ with pytest.raises(ChildChunkIndexingError):
+ SegmentService.update_child_chunk(content, chunk, segment, document, dataset)
+
+ mock_db_session.rollback.assert_called_once()
+
+
+class TestSegmentServiceDeleteChildChunk:
+ """Tests for SegmentService.delete_child_chunk method."""
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield mock_db
+
+ def test_delete_child_chunk_success(self, mock_db_session):
+ """Test successful deletion of a child chunk."""
+ # Arrange
+ chunk = SegmentTestDataFactory.create_child_chunk_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ with patch("services.dataset_service.VectorService.delete_child_chunk_vector") as mock_vector_service:
+ # Act
+ SegmentService.delete_child_chunk(chunk, dataset)
+
+ # Assert
+ mock_db_session.delete.assert_called_once_with(chunk)
+ mock_db_session.commit.assert_called_once()
+ mock_vector_service.assert_called_once_with(chunk, dataset)
+
+ def test_delete_child_chunk_vector_index_failure(self, mock_db_session):
+ """Test child chunk deletion when vector indexing fails."""
+ # Arrange
+ chunk = SegmentTestDataFactory.create_child_chunk_mock()
+ dataset = SegmentTestDataFactory.create_dataset_mock()
+
+ with patch("services.dataset_service.VectorService.delete_child_chunk_vector") as mock_vector_service:
+ mock_vector_service.side_effect = Exception("Vector deletion failed")
+
+ # Act & Assert
+ with pytest.raises(ChildChunkDeleteIndexError):
+ SegmentService.delete_child_chunk(chunk, dataset)
+
+ mock_db_session.rollback.assert_called_once()
diff --git a/api/tests/unit_tests/services/test_app_task_service.py b/api/tests/unit_tests/services/test_app_task_service.py
new file mode 100644
index 0000000000..e00486f77c
--- /dev/null
+++ b/api/tests/unit_tests/services/test_app_task_service.py
@@ -0,0 +1,106 @@
+from unittest.mock import patch
+
+import pytest
+
+from core.app.entities.app_invoke_entities import InvokeFrom
+from models.model import AppMode
+from services.app_task_service import AppTaskService
+
+
+class TestAppTaskService:
+ """Test suite for AppTaskService.stop_task method."""
+
+ @pytest.mark.parametrize(
+ ("app_mode", "should_call_graph_engine"),
+ [
+ (AppMode.CHAT, False),
+ (AppMode.COMPLETION, False),
+ (AppMode.AGENT_CHAT, False),
+ (AppMode.CHANNEL, False),
+ (AppMode.RAG_PIPELINE, False),
+ (AppMode.ADVANCED_CHAT, True),
+ (AppMode.WORKFLOW, True),
+ ],
+ )
+ @patch("services.app_task_service.AppQueueManager")
+ @patch("services.app_task_service.GraphEngineManager")
+ def test_stop_task_with_different_app_modes(
+ self, mock_graph_engine_manager, mock_app_queue_manager, app_mode, should_call_graph_engine
+ ):
+ """Test stop_task behavior with different app modes.
+
+ Verifies that:
+ - Legacy Redis flag is always set via AppQueueManager
+ - GraphEngine stop command is only sent for ADVANCED_CHAT and WORKFLOW modes
+ """
+ # Arrange
+ task_id = "task-123"
+ invoke_from = InvokeFrom.WEB_APP
+ user_id = "user-456"
+
+ # Act
+ AppTaskService.stop_task(task_id, invoke_from, user_id, app_mode)
+
+ # Assert
+ mock_app_queue_manager.set_stop_flag.assert_called_once_with(task_id, invoke_from, user_id)
+ if should_call_graph_engine:
+ mock_graph_engine_manager.send_stop_command.assert_called_once_with(task_id)
+ else:
+ mock_graph_engine_manager.send_stop_command.assert_not_called()
+
+ @pytest.mark.parametrize(
+ "invoke_from",
+ [
+ InvokeFrom.WEB_APP,
+ InvokeFrom.SERVICE_API,
+ InvokeFrom.DEBUGGER,
+ InvokeFrom.EXPLORE,
+ ],
+ )
+ @patch("services.app_task_service.AppQueueManager")
+ @patch("services.app_task_service.GraphEngineManager")
+ def test_stop_task_with_different_invoke_sources(
+ self, mock_graph_engine_manager, mock_app_queue_manager, invoke_from
+ ):
+ """Test stop_task behavior with different invoke sources.
+
+ Verifies that the method works correctly regardless of the invoke source.
+ """
+ # Arrange
+ task_id = "task-789"
+ user_id = "user-999"
+ app_mode = AppMode.ADVANCED_CHAT
+
+ # Act
+ AppTaskService.stop_task(task_id, invoke_from, user_id, app_mode)
+
+ # Assert
+ mock_app_queue_manager.set_stop_flag.assert_called_once_with(task_id, invoke_from, user_id)
+ mock_graph_engine_manager.send_stop_command.assert_called_once_with(task_id)
+
+ @patch("services.app_task_service.GraphEngineManager")
+ @patch("services.app_task_service.AppQueueManager")
+ def test_stop_task_legacy_mechanism_called_even_if_graph_engine_fails(
+ self, mock_app_queue_manager, mock_graph_engine_manager
+ ):
+ """Test that legacy Redis flag is set even if GraphEngine fails.
+
+ This ensures backward compatibility: the legacy mechanism should complete
+ before attempting the GraphEngine command, so the stop flag is set
+ regardless of GraphEngine success.
+ """
+ # Arrange
+ task_id = "task-123"
+ invoke_from = InvokeFrom.WEB_APP
+ user_id = "user-456"
+ app_mode = AppMode.ADVANCED_CHAT
+
+ # Simulate GraphEngine failure
+ mock_graph_engine_manager.send_stop_command.side_effect = Exception("GraphEngine error")
+
+ # Act & Assert - should raise the exception since it's not caught
+ with pytest.raises(Exception, match="GraphEngine error"):
+ AppTaskService.stop_task(task_id, invoke_from, user_id, app_mode)
+
+ # Verify legacy mechanism was still called before the exception
+ mock_app_queue_manager.set_stop_flag.assert_called_once_with(task_id, invoke_from, user_id)
diff --git a/api/tests/unit_tests/services/test_billing_service.py b/api/tests/unit_tests/services/test_billing_service.py
new file mode 100644
index 0000000000..915aee3fa7
--- /dev/null
+++ b/api/tests/unit_tests/services/test_billing_service.py
@@ -0,0 +1,1299 @@
+"""Comprehensive unit tests for BillingService.
+
+This test module covers all aspects of the billing service including:
+- HTTP request handling with retry logic
+- Subscription tier management and billing information retrieval
+- Usage calculation and credit management (positive/negative deltas)
+- Rate limit enforcement for compliance downloads and education features
+- Account management and permission checks
+- Cache management for billing data
+- Partner integration features
+
+All tests use mocking to avoid external dependencies and ensure fast, reliable execution.
+Tests follow the Arrange-Act-Assert pattern for clarity.
+"""
+
+import json
+from unittest.mock import MagicMock, patch
+
+import httpx
+import pytest
+from werkzeug.exceptions import InternalServerError
+
+from enums.cloud_plan import CloudPlan
+from models import Account, TenantAccountJoin, TenantAccountRole
+from services.billing_service import BillingService
+
+
+class TestBillingServiceSendRequest:
+ """Unit tests for BillingService._send_request method.
+
+ Tests cover:
+ - Successful GET/PUT/POST/DELETE requests
+ - Error handling for various HTTP status codes
+ - Retry logic on network failures
+ - Request header and parameter validation
+ """
+
+ @pytest.fixture
+ def mock_httpx_request(self):
+ """Mock httpx.request for testing."""
+ with patch("services.billing_service.httpx.request") as mock_request:
+ yield mock_request
+
+ @pytest.fixture
+ def mock_billing_config(self):
+ """Mock BillingService configuration."""
+ with (
+ patch.object(BillingService, "base_url", "https://billing-api.example.com"),
+ patch.object(BillingService, "secret_key", "test-secret-key"),
+ ):
+ yield
+
+ def test_get_request_success(self, mock_httpx_request, mock_billing_config):
+ """Test successful GET request."""
+ # Arrange
+ expected_response = {"result": "success", "data": {"info": "test"}}
+ mock_response = MagicMock()
+ mock_response.status_code = httpx.codes.OK
+ mock_response.json.return_value = expected_response
+ mock_httpx_request.return_value = mock_response
+
+ # Act
+ result = BillingService._send_request("GET", "/test", params={"key": "value"})
+
+ # Assert
+ assert result == expected_response
+ mock_httpx_request.assert_called_once()
+ call_args = mock_httpx_request.call_args
+ assert call_args[0][0] == "GET"
+ assert call_args[0][1] == "https://billing-api.example.com/test"
+ assert call_args[1]["params"] == {"key": "value"}
+ assert call_args[1]["headers"]["Billing-Api-Secret-Key"] == "test-secret-key"
+ assert call_args[1]["headers"]["Content-Type"] == "application/json"
+
+ @pytest.mark.parametrize(
+ "status_code", [httpx.codes.NOT_FOUND, httpx.codes.INTERNAL_SERVER_ERROR, httpx.codes.BAD_REQUEST]
+ )
+ def test_get_request_non_200_status_code(self, mock_httpx_request, mock_billing_config, status_code):
+ """Test GET request with non-200 status code raises ValueError."""
+ # Arrange
+ mock_response = MagicMock()
+ mock_response.status_code = status_code
+ mock_httpx_request.return_value = mock_response
+
+ # Act & Assert
+ with pytest.raises(ValueError) as exc_info:
+ BillingService._send_request("GET", "/test")
+ assert "Unable to retrieve billing information" in str(exc_info.value)
+
+ def test_put_request_success(self, mock_httpx_request, mock_billing_config):
+ """Test successful PUT request."""
+ # Arrange
+ expected_response = {"result": "success"}
+ mock_response = MagicMock()
+ mock_response.status_code = httpx.codes.OK
+ mock_response.json.return_value = expected_response
+ mock_httpx_request.return_value = mock_response
+
+ # Act
+ result = BillingService._send_request("PUT", "/test", json={"key": "value"})
+
+ # Assert
+ assert result == expected_response
+ call_args = mock_httpx_request.call_args
+ assert call_args[0][0] == "PUT"
+
+ def test_put_request_internal_server_error(self, mock_httpx_request, mock_billing_config):
+ """Test PUT request with INTERNAL_SERVER_ERROR raises InternalServerError."""
+ # Arrange
+ mock_response = MagicMock()
+ mock_response.status_code = httpx.codes.INTERNAL_SERVER_ERROR
+ mock_httpx_request.return_value = mock_response
+
+ # Act & Assert
+ with pytest.raises(InternalServerError) as exc_info:
+ BillingService._send_request("PUT", "/test", json={"key": "value"})
+ assert exc_info.value.code == 500
+ assert "Unable to process billing request" in str(exc_info.value.description)
+
+ @pytest.mark.parametrize(
+ "status_code", [httpx.codes.BAD_REQUEST, httpx.codes.NOT_FOUND, httpx.codes.UNAUTHORIZED, httpx.codes.FORBIDDEN]
+ )
+ def test_put_request_non_200_non_500(self, mock_httpx_request, mock_billing_config, status_code):
+ """Test PUT request with non-200 and non-500 status code raises ValueError."""
+ # Arrange
+ mock_response = MagicMock()
+ mock_response.status_code = status_code
+ mock_httpx_request.return_value = mock_response
+
+ # Act & Assert
+ with pytest.raises(ValueError) as exc_info:
+ BillingService._send_request("PUT", "/test", json={"key": "value"})
+ assert "Invalid arguments." in str(exc_info.value)
+
+ @pytest.mark.parametrize("method", ["POST", "DELETE"])
+ def test_non_get_non_put_request_success(self, mock_httpx_request, mock_billing_config, method):
+ """Test successful POST/DELETE request."""
+ # Arrange
+ expected_response = {"result": "success"}
+ mock_response = MagicMock()
+ mock_response.status_code = httpx.codes.OK
+ mock_response.json.return_value = expected_response
+ mock_httpx_request.return_value = mock_response
+
+ # Act
+ result = BillingService._send_request(method, "/test", json={"key": "value"})
+
+ # Assert
+ assert result == expected_response
+ call_args = mock_httpx_request.call_args
+ assert call_args[0][0] == method
+
+ @pytest.mark.parametrize(
+ "status_code", [httpx.codes.BAD_REQUEST, httpx.codes.INTERNAL_SERVER_ERROR, httpx.codes.NOT_FOUND]
+ )
+ def test_post_request_non_200_with_valid_json(self, mock_httpx_request, mock_billing_config, status_code):
+ """Test POST request with non-200 status code raises ValueError."""
+ # Arrange
+ error_response = {"detail": "Error message"}
+ mock_response = MagicMock()
+ mock_response.status_code = status_code
+ mock_response.json.return_value = error_response
+ mock_httpx_request.return_value = mock_response
+
+ # Act & Assert
+ with pytest.raises(ValueError) as exc_info:
+ BillingService._send_request("POST", "/test", json={"key": "value"})
+ assert "Unable to send request to" in str(exc_info.value)
+
+ @pytest.mark.parametrize(
+ "status_code", [httpx.codes.BAD_REQUEST, httpx.codes.INTERNAL_SERVER_ERROR, httpx.codes.NOT_FOUND]
+ )
+ def test_delete_request_non_200_with_valid_json(self, mock_httpx_request, mock_billing_config, status_code):
+ """Test DELETE request with non-200 status code but valid JSON response.
+
+ DELETE doesn't check status code, so it returns the error JSON.
+ """
+ # Arrange
+ error_response = {"detail": "Error message"}
+ mock_response = MagicMock()
+ mock_response.status_code = status_code
+ mock_response.json.return_value = error_response
+ mock_httpx_request.return_value = mock_response
+
+ # Act
+ result = BillingService._send_request("DELETE", "/test", json={"key": "value"})
+
+ # Assert
+ assert result == error_response
+
+ @pytest.mark.parametrize(
+ "status_code", [httpx.codes.BAD_REQUEST, httpx.codes.INTERNAL_SERVER_ERROR, httpx.codes.NOT_FOUND]
+ )
+ def test_post_request_non_200_with_invalid_json(self, mock_httpx_request, mock_billing_config, status_code):
+ """Test POST request with non-200 status code raises ValueError before JSON parsing."""
+ # Arrange
+ mock_response = MagicMock()
+ mock_response.status_code = status_code
+ mock_response.text = ""
+ mock_response.json.side_effect = json.JSONDecodeError("Expecting value", "", 0)
+ mock_httpx_request.return_value = mock_response
+
+ # Act & Assert
+ # POST checks status code before calling response.json(), so ValueError is raised
+ with pytest.raises(ValueError) as exc_info:
+ BillingService._send_request("POST", "/test", json={"key": "value"})
+ assert "Unable to send request to" in str(exc_info.value)
+
+ @pytest.mark.parametrize(
+ "status_code", [httpx.codes.BAD_REQUEST, httpx.codes.INTERNAL_SERVER_ERROR, httpx.codes.NOT_FOUND]
+ )
+ def test_delete_request_non_200_with_invalid_json(self, mock_httpx_request, mock_billing_config, status_code):
+ """Test DELETE request with non-200 status code and invalid JSON response raises exception.
+
+ DELETE doesn't check status code, so it calls response.json() which raises JSONDecodeError
+ when the response cannot be parsed as JSON (e.g., empty response).
+ """
+ # Arrange
+ mock_response = MagicMock()
+ mock_response.status_code = status_code
+ mock_response.text = ""
+ mock_response.json.side_effect = json.JSONDecodeError("Expecting value", "", 0)
+ mock_httpx_request.return_value = mock_response
+
+ # Act & Assert
+ with pytest.raises(json.JSONDecodeError):
+ BillingService._send_request("DELETE", "/test", json={"key": "value"})
+
+ def test_retry_on_request_error(self, mock_httpx_request, mock_billing_config):
+ """Test that _send_request retries on httpx.RequestError."""
+ # Arrange
+ expected_response = {"result": "success"}
+ mock_response = MagicMock()
+ mock_response.status_code = httpx.codes.OK
+ mock_response.json.return_value = expected_response
+
+ # First call raises RequestError, second succeeds
+ mock_httpx_request.side_effect = [
+ httpx.RequestError("Network error"),
+ mock_response,
+ ]
+
+ # Act
+ result = BillingService._send_request("GET", "/test")
+
+ # Assert
+ assert result == expected_response
+ assert mock_httpx_request.call_count == 2
+
+ def test_retry_exhausted_raises_exception(self, mock_httpx_request, mock_billing_config):
+ """Test that _send_request raises exception after retries are exhausted."""
+ # Arrange
+ mock_httpx_request.side_effect = httpx.RequestError("Network error")
+
+ # Act & Assert
+ with pytest.raises(httpx.RequestError):
+ BillingService._send_request("GET", "/test")
+
+ # Should retry multiple times (wait=2, stop_before_delay=10 means ~5 attempts)
+ assert mock_httpx_request.call_count > 1
+
+
+class TestBillingServiceSubscriptionInfo:
+ """Unit tests for subscription tier and billing info retrieval.
+
+ Tests cover:
+ - Billing information retrieval
+ - Knowledge base rate limits with default and custom values
+ - Payment link generation for subscriptions and model providers
+ - Invoice retrieval
+ """
+
+ @pytest.fixture
+ def mock_send_request(self):
+ """Mock _send_request method."""
+ with patch.object(BillingService, "_send_request") as mock:
+ yield mock
+
+ def test_get_info_success(self, mock_send_request):
+ """Test successful retrieval of billing information."""
+ # Arrange
+ tenant_id = "tenant-123"
+ expected_response = {
+ "subscription_plan": "professional",
+ "billing_cycle": "monthly",
+ "status": "active",
+ }
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.get_info(tenant_id)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with("GET", "/subscription/info", params={"tenant_id": tenant_id})
+
+ def test_get_knowledge_rate_limit_with_defaults(self, mock_send_request):
+ """Test knowledge rate limit retrieval with default values."""
+ # Arrange
+ tenant_id = "tenant-456"
+ mock_send_request.return_value = {}
+
+ # Act
+ result = BillingService.get_knowledge_rate_limit(tenant_id)
+
+ # Assert
+ assert result["limit"] == 10 # Default limit
+ assert result["subscription_plan"] == CloudPlan.SANDBOX # Default plan
+ mock_send_request.assert_called_once_with(
+ "GET", "/subscription/knowledge-rate-limit", params={"tenant_id": tenant_id}
+ )
+
+ def test_get_knowledge_rate_limit_with_custom_values(self, mock_send_request):
+ """Test knowledge rate limit retrieval with custom values."""
+ # Arrange
+ tenant_id = "tenant-789"
+ mock_send_request.return_value = {"limit": 100, "subscription_plan": CloudPlan.PROFESSIONAL}
+
+ # Act
+ result = BillingService.get_knowledge_rate_limit(tenant_id)
+
+ # Assert
+ assert result["limit"] == 100
+ assert result["subscription_plan"] == CloudPlan.PROFESSIONAL
+
+ def test_get_subscription_payment_link(self, mock_send_request):
+ """Test subscription payment link generation."""
+ # Arrange
+ plan = "professional"
+ interval = "monthly"
+ email = "user@example.com"
+ tenant_id = "tenant-123"
+ expected_response = {"payment_link": "https://payment.example.com/checkout"}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.get_subscription(plan, interval, email, tenant_id)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "GET",
+ "/subscription/payment-link",
+ params={"plan": plan, "interval": interval, "prefilled_email": email, "tenant_id": tenant_id},
+ )
+
+ def test_get_model_provider_payment_link(self, mock_send_request):
+ """Test model provider payment link generation."""
+ # Arrange
+ provider_name = "openai"
+ tenant_id = "tenant-123"
+ account_id = "account-456"
+ email = "user@example.com"
+ expected_response = {"payment_link": "https://payment.example.com/provider"}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.get_model_provider_payment_link(provider_name, tenant_id, account_id, email)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "GET",
+ "/model-provider/payment-link",
+ params={
+ "provider_name": provider_name,
+ "tenant_id": tenant_id,
+ "account_id": account_id,
+ "prefilled_email": email,
+ },
+ )
+
+ def test_get_invoices(self, mock_send_request):
+ """Test invoice retrieval."""
+ # Arrange
+ email = "user@example.com"
+ tenant_id = "tenant-123"
+ expected_response = {"invoices": [{"id": "inv-1", "amount": 100}]}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.get_invoices(email, tenant_id)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "GET", "/invoices", params={"prefilled_email": email, "tenant_id": tenant_id}
+ )
+
+
+class TestBillingServiceUsageCalculation:
+ """Unit tests for usage calculation and credit management.
+
+ Tests cover:
+ - Feature plan usage information retrieval
+ - Credit addition (positive delta)
+ - Credit consumption (negative delta)
+ - Usage refunds
+ - Specific feature usage queries
+ """
+
+ @pytest.fixture
+ def mock_send_request(self):
+ """Mock _send_request method."""
+ with patch.object(BillingService, "_send_request") as mock:
+ yield mock
+
+ def test_get_tenant_feature_plan_usage_info(self, mock_send_request):
+ """Test retrieval of tenant feature plan usage information."""
+ # Arrange
+ tenant_id = "tenant-123"
+ expected_response = {"features": {"trigger": {"used": 50, "limit": 100}, "workflow": {"used": 20, "limit": 50}}}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.get_tenant_feature_plan_usage_info(tenant_id)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with("GET", "/tenant-feature-usage/info", params={"tenant_id": tenant_id})
+
+ def test_update_tenant_feature_plan_usage_positive_delta(self, mock_send_request):
+ """Test updating tenant feature usage with positive delta (adding credits)."""
+ # Arrange
+ tenant_id = "tenant-123"
+ feature_key = "trigger"
+ delta = 10
+ expected_response = {"result": "success", "history_id": "hist-uuid-123"}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.update_tenant_feature_plan_usage(tenant_id, feature_key, delta)
+
+ # Assert
+ assert result == expected_response
+ assert result["result"] == "success"
+ assert "history_id" in result
+ mock_send_request.assert_called_once_with(
+ "POST",
+ "/tenant-feature-usage/usage",
+ params={"tenant_id": tenant_id, "feature_key": feature_key, "delta": delta},
+ )
+
+ def test_update_tenant_feature_plan_usage_negative_delta(self, mock_send_request):
+ """Test updating tenant feature usage with negative delta (consuming credits)."""
+ # Arrange
+ tenant_id = "tenant-456"
+ feature_key = "workflow"
+ delta = -5
+ expected_response = {"result": "success", "history_id": "hist-uuid-456"}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.update_tenant_feature_plan_usage(tenant_id, feature_key, delta)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "POST",
+ "/tenant-feature-usage/usage",
+ params={"tenant_id": tenant_id, "feature_key": feature_key, "delta": delta},
+ )
+
+ def test_refund_tenant_feature_plan_usage(self, mock_send_request):
+ """Test refunding a previous usage charge."""
+ # Arrange
+ history_id = "hist-uuid-789"
+ expected_response = {"result": "success", "history_id": history_id}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.refund_tenant_feature_plan_usage(history_id)
+
+ # Assert
+ assert result == expected_response
+ assert result["result"] == "success"
+ mock_send_request.assert_called_once_with(
+ "POST", "/tenant-feature-usage/refund", params={"quota_usage_history_id": history_id}
+ )
+
+ def test_get_tenant_feature_plan_usage(self, mock_send_request):
+ """Test getting specific feature usage for a tenant."""
+ # Arrange
+ tenant_id = "tenant-123"
+ feature_key = "trigger"
+ expected_response = {"used": 75, "limit": 100, "remaining": 25}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.get_tenant_feature_plan_usage(tenant_id, feature_key)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "GET", "/billing/tenant_feature_plan/usage", params={"tenant_id": tenant_id, "feature_key": feature_key}
+ )
+
+
+class TestBillingServiceRateLimitEnforcement:
+ """Unit tests for rate limit enforcement mechanisms.
+
+ Tests cover:
+ - Compliance download rate limiting (4 requests per 60 seconds)
+ - Education verification rate limiting (10 requests per 60 seconds)
+ - Education activation rate limiting (10 requests per 60 seconds)
+ - Rate limit increment after successful operations
+ - Proper exception raising when limits are exceeded
+ """
+
+ @pytest.fixture
+ def mock_send_request(self):
+ """Mock _send_request method."""
+ with patch.object(BillingService, "_send_request") as mock:
+ yield mock
+
+ def test_compliance_download_rate_limiter_not_limited(self, mock_send_request):
+ """Test compliance download when rate limit is not exceeded."""
+ # Arrange
+ doc_name = "compliance_report.pdf"
+ account_id = "account-123"
+ tenant_id = "tenant-456"
+ ip = "192.168.1.1"
+ device_info = "Mozilla/5.0"
+ expected_response = {"download_link": "https://example.com/download"}
+
+ # Mock the rate limiter to return False (not limited)
+ with (
+ patch.object(
+ BillingService.compliance_download_rate_limiter, "is_rate_limited", return_value=False
+ ) as mock_is_limited,
+ patch.object(BillingService.compliance_download_rate_limiter, "increment_rate_limit") as mock_increment,
+ ):
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.get_compliance_download_link(doc_name, account_id, tenant_id, ip, device_info)
+
+ # Assert
+ assert result == expected_response
+ mock_is_limited.assert_called_once_with(f"{account_id}:{tenant_id}")
+ mock_send_request.assert_called_once_with(
+ "POST",
+ "/compliance/download",
+ json={
+ "doc_name": doc_name,
+ "account_id": account_id,
+ "tenant_id": tenant_id,
+ "ip_address": ip,
+ "device_info": device_info,
+ },
+ )
+ # Verify rate limit was incremented after successful download
+ mock_increment.assert_called_once_with(f"{account_id}:{tenant_id}")
+
+ def test_compliance_download_rate_limiter_exceeded(self, mock_send_request):
+ """Test compliance download when rate limit is exceeded."""
+ # Arrange
+ doc_name = "compliance_report.pdf"
+ account_id = "account-123"
+ tenant_id = "tenant-456"
+ ip = "192.168.1.1"
+ device_info = "Mozilla/5.0"
+
+ # Import the error class to properly catch it
+ from controllers.console.error import ComplianceRateLimitError
+
+ # Mock the rate limiter to return True (rate limited)
+ with patch.object(
+ BillingService.compliance_download_rate_limiter, "is_rate_limited", return_value=True
+ ) as mock_is_limited:
+ # Act & Assert
+ with pytest.raises(ComplianceRateLimitError):
+ BillingService.get_compliance_download_link(doc_name, account_id, tenant_id, ip, device_info)
+
+ mock_is_limited.assert_called_once_with(f"{account_id}:{tenant_id}")
+ mock_send_request.assert_not_called()
+
+ def test_education_verify_rate_limit_not_exceeded(self, mock_send_request):
+ """Test education verification when rate limit is not exceeded."""
+ # Arrange
+ account_id = "account-123"
+ account_email = "student@university.edu"
+ expected_response = {"verified": True, "institution": "University"}
+
+ # Mock the rate limiter to return False (not limited)
+ with (
+ patch.object(
+ BillingService.EducationIdentity.verification_rate_limit, "is_rate_limited", return_value=False
+ ) as mock_is_limited,
+ patch.object(
+ BillingService.EducationIdentity.verification_rate_limit, "increment_rate_limit"
+ ) as mock_increment,
+ ):
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.EducationIdentity.verify(account_id, account_email)
+
+ # Assert
+ assert result == expected_response
+ mock_is_limited.assert_called_once_with(account_email)
+ mock_send_request.assert_called_once_with("GET", "/education/verify", params={"account_id": account_id})
+ mock_increment.assert_called_once_with(account_email)
+
+ def test_education_verify_rate_limit_exceeded(self, mock_send_request):
+ """Test education verification when rate limit is exceeded."""
+ # Arrange
+ account_id = "account-123"
+ account_email = "student@university.edu"
+
+ # Import the error class to properly catch it
+ from controllers.console.error import EducationVerifyLimitError
+
+ # Mock the rate limiter to return True (rate limited)
+ with patch.object(
+ BillingService.EducationIdentity.verification_rate_limit, "is_rate_limited", return_value=True
+ ) as mock_is_limited:
+ # Act & Assert
+ with pytest.raises(EducationVerifyLimitError):
+ BillingService.EducationIdentity.verify(account_id, account_email)
+
+ mock_is_limited.assert_called_once_with(account_email)
+ mock_send_request.assert_not_called()
+
+ def test_education_activate_rate_limit_not_exceeded(self, mock_send_request):
+ """Test education activation when rate limit is not exceeded."""
+ # Arrange
+ account = MagicMock(spec=Account)
+ account.id = "account-123"
+ account.email = "student@university.edu"
+ account.current_tenant_id = "tenant-456"
+ token = "verification-token"
+ institution = "MIT"
+ role = "student"
+ expected_response = {"result": "success", "activated": True}
+
+ # Mock the rate limiter to return False (not limited)
+ with (
+ patch.object(
+ BillingService.EducationIdentity.activation_rate_limit, "is_rate_limited", return_value=False
+ ) as mock_is_limited,
+ patch.object(
+ BillingService.EducationIdentity.activation_rate_limit, "increment_rate_limit"
+ ) as mock_increment,
+ ):
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.EducationIdentity.activate(account, token, institution, role)
+
+ # Assert
+ assert result == expected_response
+ mock_is_limited.assert_called_once_with(account.email)
+ mock_send_request.assert_called_once_with(
+ "POST",
+ "/education/",
+ json={"institution": institution, "token": token, "role": role},
+ params={"account_id": account.id, "curr_tenant_id": account.current_tenant_id},
+ )
+ mock_increment.assert_called_once_with(account.email)
+
+ def test_education_activate_rate_limit_exceeded(self, mock_send_request):
+ """Test education activation when rate limit is exceeded."""
+ # Arrange
+ account = MagicMock(spec=Account)
+ account.id = "account-123"
+ account.email = "student@university.edu"
+ account.current_tenant_id = "tenant-456"
+ token = "verification-token"
+ institution = "MIT"
+ role = "student"
+
+ # Import the error class to properly catch it
+ from controllers.console.error import EducationActivateLimitError
+
+ # Mock the rate limiter to return True (rate limited)
+ with patch.object(
+ BillingService.EducationIdentity.activation_rate_limit, "is_rate_limited", return_value=True
+ ) as mock_is_limited:
+ # Act & Assert
+ with pytest.raises(EducationActivateLimitError):
+ BillingService.EducationIdentity.activate(account, token, institution, role)
+
+ mock_is_limited.assert_called_once_with(account.email)
+ mock_send_request.assert_not_called()
+
+
+class TestBillingServiceEducationIdentity:
+ """Unit tests for education identity verification and management.
+
+ Tests cover:
+ - Education verification status checking
+ - Institution autocomplete with pagination
+ - Default parameter handling
+ """
+
+ @pytest.fixture
+ def mock_send_request(self):
+ """Mock _send_request method."""
+ with patch.object(BillingService, "_send_request") as mock:
+ yield mock
+
+ def test_education_status(self, mock_send_request):
+ """Test checking education verification status."""
+ # Arrange
+ account_id = "account-123"
+ expected_response = {"verified": True, "institution": "MIT", "role": "student"}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.EducationIdentity.status(account_id)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with("GET", "/education/status", params={"account_id": account_id})
+
+ def test_education_autocomplete(self, mock_send_request):
+ """Test education institution autocomplete."""
+ # Arrange
+ keywords = "Massachusetts"
+ page = 0
+ limit = 20
+ expected_response = {
+ "institutions": [
+ {"name": "Massachusetts Institute of Technology", "domain": "mit.edu"},
+ {"name": "University of Massachusetts", "domain": "umass.edu"},
+ ]
+ }
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.EducationIdentity.autocomplete(keywords, page, limit)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "GET", "/education/autocomplete", params={"keywords": keywords, "page": page, "limit": limit}
+ )
+
+ def test_education_autocomplete_with_defaults(self, mock_send_request):
+ """Test education institution autocomplete with default parameters."""
+ # Arrange
+ keywords = "Stanford"
+ expected_response = {"institutions": [{"name": "Stanford University", "domain": "stanford.edu"}]}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.EducationIdentity.autocomplete(keywords)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "GET", "/education/autocomplete", params={"keywords": keywords, "page": 0, "limit": 20}
+ )
+
+
+class TestBillingServiceAccountManagement:
+ """Unit tests for account-related billing operations.
+
+ Tests cover:
+ - Account deletion
+ - Email freeze status checking
+ - Account deletion feedback submission
+ - Tenant owner/admin permission validation
+ - Error handling for missing tenant joins
+ """
+
+ @pytest.fixture
+ def mock_send_request(self):
+ """Mock _send_request method."""
+ with patch.object(BillingService, "_send_request") as mock:
+ yield mock
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """Mock database session."""
+ with patch("services.billing_service.db.session") as mock_session:
+ yield mock_session
+
+ def test_delete_account(self, mock_send_request):
+ """Test account deletion."""
+ # Arrange
+ account_id = "account-123"
+ expected_response = {"result": "success", "deleted": True}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.delete_account(account_id)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with("DELETE", "/account/", params={"account_id": account_id})
+
+ def test_is_email_in_freeze_true(self, mock_send_request):
+ """Test checking if email is frozen (returns True)."""
+ # Arrange
+ email = "frozen@example.com"
+ mock_send_request.return_value = {"data": True}
+
+ # Act
+ result = BillingService.is_email_in_freeze(email)
+
+ # Assert
+ assert result is True
+ mock_send_request.assert_called_once_with("GET", "/account/in-freeze", params={"email": email})
+
+ def test_is_email_in_freeze_false(self, mock_send_request):
+ """Test checking if email is frozen (returns False)."""
+ # Arrange
+ email = "active@example.com"
+ mock_send_request.return_value = {"data": False}
+
+ # Act
+ result = BillingService.is_email_in_freeze(email)
+
+ # Assert
+ assert result is False
+ mock_send_request.assert_called_once_with("GET", "/account/in-freeze", params={"email": email})
+
+ def test_is_email_in_freeze_exception_returns_false(self, mock_send_request):
+ """Test that is_email_in_freeze returns False on exception."""
+ # Arrange
+ email = "error@example.com"
+ mock_send_request.side_effect = Exception("Network error")
+
+ # Act
+ result = BillingService.is_email_in_freeze(email)
+
+ # Assert
+ assert result is False
+
+ def test_update_account_deletion_feedback(self, mock_send_request):
+ """Test updating account deletion feedback."""
+ # Arrange
+ email = "user@example.com"
+ feedback = "Service was too expensive"
+ expected_response = {"result": "success"}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.update_account_deletion_feedback(email, feedback)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "POST", "/account/delete-feedback", json={"email": email, "feedback": feedback}
+ )
+
+ def test_is_tenant_owner_or_admin_owner(self, mock_db_session):
+ """Test tenant owner/admin check for owner role."""
+ # Arrange
+ current_user = MagicMock(spec=Account)
+ current_user.id = "account-123"
+ current_user.current_tenant_id = "tenant-456"
+
+ mock_join = MagicMock(spec=TenantAccountJoin)
+ mock_join.role = TenantAccountRole.OWNER
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = mock_join
+ mock_db_session.query.return_value = mock_query
+
+ # Act - should not raise exception
+ BillingService.is_tenant_owner_or_admin(current_user)
+
+ # Assert
+ mock_db_session.query.assert_called_once()
+
+ def test_is_tenant_owner_or_admin_admin(self, mock_db_session):
+ """Test tenant owner/admin check for admin role."""
+ # Arrange
+ current_user = MagicMock(spec=Account)
+ current_user.id = "account-123"
+ current_user.current_tenant_id = "tenant-456"
+
+ mock_join = MagicMock(spec=TenantAccountJoin)
+ mock_join.role = TenantAccountRole.ADMIN
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = mock_join
+ mock_db_session.query.return_value = mock_query
+
+ # Act - should not raise exception
+ BillingService.is_tenant_owner_or_admin(current_user)
+
+ # Assert
+ mock_db_session.query.assert_called_once()
+
+ def test_is_tenant_owner_or_admin_normal_user_raises_error(self, mock_db_session):
+ """Test tenant owner/admin check raises error for normal user."""
+ # Arrange
+ current_user = MagicMock(spec=Account)
+ current_user.id = "account-123"
+ current_user.current_tenant_id = "tenant-456"
+
+ mock_join = MagicMock(spec=TenantAccountJoin)
+ mock_join.role = TenantAccountRole.NORMAL
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = mock_join
+ mock_db_session.query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(ValueError) as exc_info:
+ BillingService.is_tenant_owner_or_admin(current_user)
+ assert "Only team owner or team admin can perform this action" in str(exc_info.value)
+
+ def test_is_tenant_owner_or_admin_no_join_raises_error(self, mock_db_session):
+ """Test tenant owner/admin check raises error when join not found."""
+ # Arrange
+ current_user = MagicMock(spec=Account)
+ current_user.id = "account-123"
+ current_user.current_tenant_id = "tenant-456"
+
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = None
+ mock_db_session.query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(ValueError) as exc_info:
+ BillingService.is_tenant_owner_or_admin(current_user)
+ assert "Tenant account join not found" in str(exc_info.value)
+
+
+class TestBillingServiceCacheManagement:
+ """Unit tests for billing cache management.
+
+ Tests cover:
+ - Billing info cache invalidation
+ - Proper Redis key formatting
+ """
+
+ @pytest.fixture
+ def mock_redis_client(self):
+ """Mock Redis client."""
+ with patch("services.billing_service.redis_client") as mock_redis:
+ yield mock_redis
+
+ def test_clean_billing_info_cache(self, mock_redis_client):
+ """Test cleaning billing info cache."""
+ # Arrange
+ tenant_id = "tenant-123"
+ expected_key = f"tenant:{tenant_id}:billing_info"
+
+ # Act
+ BillingService.clean_billing_info_cache(tenant_id)
+
+ # Assert
+ mock_redis_client.delete.assert_called_once_with(expected_key)
+
+
+class TestBillingServicePartnerIntegration:
+ """Unit tests for partner integration features.
+
+ Tests cover:
+ - Partner tenant binding synchronization
+ - Click ID tracking
+ """
+
+ @pytest.fixture
+ def mock_send_request(self):
+ """Mock _send_request method."""
+ with patch.object(BillingService, "_send_request") as mock:
+ yield mock
+
+ def test_sync_partner_tenants_bindings(self, mock_send_request):
+ """Test syncing partner tenant bindings."""
+ # Arrange
+ account_id = "account-123"
+ partner_key = "partner-xyz"
+ click_id = "click-789"
+ expected_response = {"result": "success", "synced": True}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.sync_partner_tenants_bindings(account_id, partner_key, click_id)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "PUT", f"/partners/{partner_key}/tenants", json={"account_id": account_id, "click_id": click_id}
+ )
+
+
+class TestBillingServiceEdgeCases:
+ """Unit tests for edge cases and error scenarios.
+
+ Tests cover:
+ - Empty responses from billing API
+ - Malformed JSON responses
+ - Boundary conditions for rate limits
+ - Multiple subscription tiers
+ - Zero and negative usage deltas
+ """
+
+ @pytest.fixture
+ def mock_send_request(self):
+ """Mock _send_request method."""
+ with patch.object(BillingService, "_send_request") as mock:
+ yield mock
+
+ def test_get_info_empty_response(self, mock_send_request):
+ """Test handling of empty billing info response."""
+ # Arrange
+ tenant_id = "tenant-empty"
+ mock_send_request.return_value = {}
+
+ # Act
+ result = BillingService.get_info(tenant_id)
+
+ # Assert
+ assert result == {}
+ mock_send_request.assert_called_once()
+
+ def test_update_tenant_feature_plan_usage_zero_delta(self, mock_send_request):
+ """Test updating tenant feature usage with zero delta (no change)."""
+ # Arrange
+ tenant_id = "tenant-123"
+ feature_key = "trigger"
+ delta = 0 # No change
+ expected_response = {"result": "success", "history_id": "hist-uuid-zero"}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.update_tenant_feature_plan_usage(tenant_id, feature_key, delta)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "POST",
+ "/tenant-feature-usage/usage",
+ params={"tenant_id": tenant_id, "feature_key": feature_key, "delta": delta},
+ )
+
+ def test_update_tenant_feature_plan_usage_large_negative_delta(self, mock_send_request):
+ """Test updating tenant feature usage with large negative delta."""
+ # Arrange
+ tenant_id = "tenant-456"
+ feature_key = "workflow"
+ delta = -1000 # Large consumption
+ expected_response = {"result": "success", "history_id": "hist-uuid-large"}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.update_tenant_feature_plan_usage(tenant_id, feature_key, delta)
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once()
+
+ def test_get_knowledge_rate_limit_all_subscription_tiers(self, mock_send_request):
+ """Test knowledge rate limit for all subscription tiers."""
+ # Test SANDBOX tier
+ mock_send_request.return_value = {"limit": 10, "subscription_plan": CloudPlan.SANDBOX}
+ result = BillingService.get_knowledge_rate_limit("tenant-sandbox")
+ assert result["subscription_plan"] == CloudPlan.SANDBOX
+ assert result["limit"] == 10
+
+ # Test PROFESSIONAL tier
+ mock_send_request.return_value = {"limit": 100, "subscription_plan": CloudPlan.PROFESSIONAL}
+ result = BillingService.get_knowledge_rate_limit("tenant-pro")
+ assert result["subscription_plan"] == CloudPlan.PROFESSIONAL
+ assert result["limit"] == 100
+
+ # Test TEAM tier
+ mock_send_request.return_value = {"limit": 500, "subscription_plan": CloudPlan.TEAM}
+ result = BillingService.get_knowledge_rate_limit("tenant-team")
+ assert result["subscription_plan"] == CloudPlan.TEAM
+ assert result["limit"] == 500
+
+ def test_get_subscription_with_empty_optional_params(self, mock_send_request):
+ """Test subscription payment link with empty optional parameters."""
+ # Arrange
+ plan = "professional"
+ interval = "yearly"
+ expected_response = {"payment_link": "https://payment.example.com/checkout"}
+ mock_send_request.return_value = expected_response
+
+ # Act - empty email and tenant_id
+ result = BillingService.get_subscription(plan, interval, "", "")
+
+ # Assert
+ assert result == expected_response
+ mock_send_request.assert_called_once_with(
+ "GET",
+ "/subscription/payment-link",
+ params={"plan": plan, "interval": interval, "prefilled_email": "", "tenant_id": ""},
+ )
+
+ def test_get_invoices_with_empty_params(self, mock_send_request):
+ """Test invoice retrieval with empty parameters."""
+ # Arrange
+ expected_response = {"invoices": []}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.get_invoices("", "")
+
+ # Assert
+ assert result == expected_response
+ assert result["invoices"] == []
+
+ def test_refund_with_invalid_history_id_format(self, mock_send_request):
+ """Test refund with various history ID formats."""
+ # Arrange - test with different ID formats
+ test_ids = ["hist-123", "uuid-abc-def", "12345", ""]
+
+ for history_id in test_ids:
+ expected_response = {"result": "success", "history_id": history_id}
+ mock_send_request.return_value = expected_response
+
+ # Act
+ result = BillingService.refund_tenant_feature_plan_usage(history_id)
+
+ # Assert
+ assert result["history_id"] == history_id
+
+ def test_is_tenant_owner_or_admin_editor_role_raises_error(self):
+ """Test tenant owner/admin check raises error for editor role."""
+ # Arrange
+ current_user = MagicMock(spec=Account)
+ current_user.id = "account-123"
+ current_user.current_tenant_id = "tenant-456"
+
+ mock_join = MagicMock(spec=TenantAccountJoin)
+ mock_join.role = TenantAccountRole.EDITOR # Editor is not privileged
+
+ with patch("services.billing_service.db.session") as mock_session:
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = mock_join
+ mock_session.query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(ValueError) as exc_info:
+ BillingService.is_tenant_owner_or_admin(current_user)
+ assert "Only team owner or team admin can perform this action" in str(exc_info.value)
+
+ def test_is_tenant_owner_or_admin_dataset_operator_raises_error(self):
+ """Test tenant owner/admin check raises error for dataset operator role."""
+ # Arrange
+ current_user = MagicMock(spec=Account)
+ current_user.id = "account-123"
+ current_user.current_tenant_id = "tenant-456"
+
+ mock_join = MagicMock(spec=TenantAccountJoin)
+ mock_join.role = TenantAccountRole.DATASET_OPERATOR # Dataset operator is not privileged
+
+ with patch("services.billing_service.db.session") as mock_session:
+ mock_query = MagicMock()
+ mock_query.where.return_value.first.return_value = mock_join
+ mock_session.query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(ValueError) as exc_info:
+ BillingService.is_tenant_owner_or_admin(current_user)
+ assert "Only team owner or team admin can perform this action" in str(exc_info.value)
+
+
+class TestBillingServiceIntegrationScenarios:
+ """Integration-style tests simulating real-world usage scenarios.
+
+ These tests combine multiple service methods to test common workflows:
+ - Complete subscription upgrade flow
+ - Usage tracking and refund workflow
+ - Rate limit boundary testing
+ """
+
+ @pytest.fixture
+ def mock_send_request(self):
+ """Mock _send_request method."""
+ with patch.object(BillingService, "_send_request") as mock:
+ yield mock
+
+ def test_subscription_upgrade_workflow(self, mock_send_request):
+ """Test complete subscription upgrade workflow."""
+ # Arrange
+ tenant_id = "tenant-upgrade"
+
+ # Step 1: Get current billing info
+ mock_send_request.return_value = {
+ "subscription_plan": "sandbox",
+ "billing_cycle": "monthly",
+ "status": "active",
+ }
+ current_info = BillingService.get_info(tenant_id)
+ assert current_info["subscription_plan"] == "sandbox"
+
+ # Step 2: Get payment link for upgrade
+ mock_send_request.return_value = {"payment_link": "https://payment.example.com/upgrade"}
+ payment_link = BillingService.get_subscription("professional", "monthly", "user@example.com", tenant_id)
+ assert "payment_link" in payment_link
+
+ # Step 3: Verify new rate limits after upgrade
+ mock_send_request.return_value = {"limit": 100, "subscription_plan": CloudPlan.PROFESSIONAL}
+ rate_limit = BillingService.get_knowledge_rate_limit(tenant_id)
+ assert rate_limit["subscription_plan"] == CloudPlan.PROFESSIONAL
+ assert rate_limit["limit"] == 100
+
+ def test_usage_tracking_and_refund_workflow(self, mock_send_request):
+ """Test usage tracking with subsequent refund."""
+ # Arrange
+ tenant_id = "tenant-usage"
+ feature_key = "workflow"
+
+ # Step 1: Consume credits
+ mock_send_request.return_value = {"result": "success", "history_id": "hist-consume-123"}
+ consume_result = BillingService.update_tenant_feature_plan_usage(tenant_id, feature_key, -10)
+ history_id = consume_result["history_id"]
+ assert history_id == "hist-consume-123"
+
+ # Step 2: Check current usage
+ mock_send_request.return_value = {"used": 10, "limit": 100, "remaining": 90}
+ usage = BillingService.get_tenant_feature_plan_usage(tenant_id, feature_key)
+ assert usage["used"] == 10
+ assert usage["remaining"] == 90
+
+ # Step 3: Refund the usage
+ mock_send_request.return_value = {"result": "success", "history_id": history_id}
+ refund_result = BillingService.refund_tenant_feature_plan_usage(history_id)
+ assert refund_result["result"] == "success"
+
+ # Step 4: Verify usage after refund
+ mock_send_request.return_value = {"used": 0, "limit": 100, "remaining": 100}
+ updated_usage = BillingService.get_tenant_feature_plan_usage(tenant_id, feature_key)
+ assert updated_usage["used"] == 0
+ assert updated_usage["remaining"] == 100
+
+ def test_compliance_download_multiple_requests_within_limit(self, mock_send_request):
+ """Test multiple compliance downloads within rate limit."""
+ # Arrange
+ account_id = "account-compliance"
+ tenant_id = "tenant-compliance"
+ doc_name = "compliance_report.pdf"
+ ip = "192.168.1.1"
+ device_info = "Mozilla/5.0"
+
+ # Mock rate limiter to allow 3 requests (under limit of 4)
+ with (
+ patch.object(
+ BillingService.compliance_download_rate_limiter, "is_rate_limited", side_effect=[False, False, False]
+ ) as mock_is_limited,
+ patch.object(BillingService.compliance_download_rate_limiter, "increment_rate_limit") as mock_increment,
+ ):
+ mock_send_request.return_value = {"download_link": "https://example.com/download"}
+
+ # Act - Make 3 requests
+ for i in range(3):
+ result = BillingService.get_compliance_download_link(doc_name, account_id, tenant_id, ip, device_info)
+ assert "download_link" in result
+
+ # Assert - All 3 requests succeeded
+ assert mock_is_limited.call_count == 3
+ assert mock_increment.call_count == 3
+
+ def test_education_verification_and_activation_flow(self, mock_send_request):
+ """Test complete education verification and activation flow."""
+ # Arrange
+ account = MagicMock(spec=Account)
+ account.id = "account-edu"
+ account.email = "student@mit.edu"
+ account.current_tenant_id = "tenant-edu"
+
+ # Step 1: Search for institution
+ with (
+ patch.object(
+ BillingService.EducationIdentity.verification_rate_limit, "is_rate_limited", return_value=False
+ ),
+ patch.object(BillingService.EducationIdentity.verification_rate_limit, "increment_rate_limit"),
+ ):
+ mock_send_request.return_value = {
+ "institutions": [{"name": "Massachusetts Institute of Technology", "domain": "mit.edu"}]
+ }
+ institutions = BillingService.EducationIdentity.autocomplete("MIT")
+ assert len(institutions["institutions"]) > 0
+
+ # Step 2: Verify email
+ with (
+ patch.object(
+ BillingService.EducationIdentity.verification_rate_limit, "is_rate_limited", return_value=False
+ ),
+ patch.object(BillingService.EducationIdentity.verification_rate_limit, "increment_rate_limit"),
+ ):
+ mock_send_request.return_value = {"verified": True, "institution": "MIT"}
+ verify_result = BillingService.EducationIdentity.verify(account.id, account.email)
+ assert verify_result["verified"] is True
+
+ # Step 3: Check status
+ mock_send_request.return_value = {"verified": True, "institution": "MIT", "role": "student"}
+ status = BillingService.EducationIdentity.status(account.id)
+ assert status["verified"] is True
+
+ # Step 4: Activate education benefits
+ with (
+ patch.object(BillingService.EducationIdentity.activation_rate_limit, "is_rate_limited", return_value=False),
+ patch.object(BillingService.EducationIdentity.activation_rate_limit, "increment_rate_limit"),
+ ):
+ mock_send_request.return_value = {"result": "success", "activated": True}
+ activate_result = BillingService.EducationIdentity.activate(account, "token-123", "MIT", "student")
+ assert activate_result["activated"] is True
diff --git a/api/tests/unit_tests/services/test_conversation_service.py b/api/tests/unit_tests/services/test_conversation_service.py
index 9c1c044f03..81135dbbdf 100644
--- a/api/tests/unit_tests/services/test_conversation_service.py
+++ b/api/tests/unit_tests/services/test_conversation_service.py
@@ -1,17 +1,293 @@
+"""
+Comprehensive unit tests for ConversationService.
+
+This test suite provides complete coverage of conversation management operations in Dify,
+following TDD principles with the Arrange-Act-Assert pattern.
+
+## Test Coverage
+
+### 1. Conversation Pagination (TestConversationServicePagination)
+Tests conversation listing and filtering:
+- Empty include_ids returns empty results
+- Non-empty include_ids filters conversations properly
+- Empty exclude_ids doesn't filter results
+- Non-empty exclude_ids excludes specified conversations
+- Null user handling
+- Sorting and pagination edge cases
+
+### 2. Message Creation (TestConversationServiceMessageCreation)
+Tests message operations within conversations:
+- Message pagination without first_id
+- Message pagination with first_id specified
+- Error handling for non-existent messages
+- Empty result handling for null user/conversation
+- Message ordering (ascending/descending)
+- Has_more flag calculation
+
+### 3. Conversation Summarization (TestConversationServiceSummarization)
+Tests auto-generated conversation names:
+- Successful LLM-based name generation
+- Error handling when conversation has no messages
+- Graceful handling of LLM service failures
+- Manual vs auto-generated naming
+- Name update timestamp tracking
+
+### 4. Message Annotation (TestConversationServiceMessageAnnotation)
+Tests annotation creation and management:
+- Creating annotations from existing messages
+- Creating standalone annotations
+- Updating existing annotations
+- Paginated annotation retrieval
+- Annotation search with keywords
+- Annotation export functionality
+
+### 5. Conversation Export (TestConversationServiceExport)
+Tests data retrieval for export:
+- Successful conversation retrieval
+- Error handling for non-existent conversations
+- Message retrieval
+- Annotation export
+- Batch data export operations
+
+## Testing Approach
+
+- **Mocking Strategy**: All external dependencies (database, LLM, Redis) are mocked
+ for fast, isolated unit tests
+- **Factory Pattern**: ConversationServiceTestDataFactory provides consistent test data
+- **Fixtures**: Mock objects are configured per test method
+- **Assertions**: Each test verifies return values and side effects
+ (database operations, method calls)
+
+## Key Concepts
+
+**Conversation Sources:**
+- console: Created by workspace members
+- api: Created by end users via API
+
+**Message Pagination:**
+- first_id: Paginate from a specific message forward
+- last_id: Paginate from a specific message backward
+- Supports ascending/descending order
+
+**Annotations:**
+- Can be attached to messages or standalone
+- Support full-text search
+- Indexed for semantic retrieval
+"""
+
import uuid
-from unittest.mock import MagicMock, patch
+from datetime import UTC, datetime
+from decimal import Decimal
+from unittest.mock import MagicMock, Mock, create_autospec, patch
+
+import pytest
from core.app.entities.app_invoke_entities import InvokeFrom
+from models import Account
+from models.model import App, Conversation, EndUser, Message, MessageAnnotation
+from services.annotation_service import AppAnnotationService
from services.conversation_service import ConversationService
+from services.errors.conversation import ConversationNotExistsError
+from services.errors.message import FirstMessageNotExistsError, MessageNotExistsError
+from services.message_service import MessageService
-class TestConversationService:
+class ConversationServiceTestDataFactory:
+ """
+ Factory for creating test data and mock objects.
+
+ Provides reusable methods to create consistent mock objects for testing
+ conversation-related operations.
+ """
+
+ @staticmethod
+ def create_account_mock(account_id: str = "account-123", **kwargs) -> Mock:
+ """
+ Create a mock Account object.
+
+ Args:
+ account_id: Unique identifier for the account
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock Account object with specified attributes
+ """
+ account = create_autospec(Account, instance=True)
+ account.id = account_id
+ for key, value in kwargs.items():
+ setattr(account, key, value)
+ return account
+
+ @staticmethod
+ def create_end_user_mock(user_id: str = "user-123", **kwargs) -> Mock:
+ """
+ Create a mock EndUser object.
+
+ Args:
+ user_id: Unique identifier for the end user
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock EndUser object with specified attributes
+ """
+ user = create_autospec(EndUser, instance=True)
+ user.id = user_id
+ for key, value in kwargs.items():
+ setattr(user, key, value)
+ return user
+
+ @staticmethod
+ def create_app_mock(app_id: str = "app-123", tenant_id: str = "tenant-123", **kwargs) -> Mock:
+ """
+ Create a mock App object.
+
+ Args:
+ app_id: Unique identifier for the app
+ tenant_id: Tenant/workspace identifier
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock App object with specified attributes
+ """
+ app = create_autospec(App, instance=True)
+ app.id = app_id
+ app.tenant_id = tenant_id
+ app.name = kwargs.get("name", "Test App")
+ app.mode = kwargs.get("mode", "chat")
+ app.status = kwargs.get("status", "normal")
+ for key, value in kwargs.items():
+ setattr(app, key, value)
+ return app
+
+ @staticmethod
+ def create_conversation_mock(
+ conversation_id: str = "conv-123",
+ app_id: str = "app-123",
+ from_source: str = "console",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock Conversation object.
+
+ Args:
+ conversation_id: Unique identifier for the conversation
+ app_id: Associated app identifier
+ from_source: Source of conversation ('console' or 'api')
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock Conversation object with specified attributes
+ """
+ conversation = create_autospec(Conversation, instance=True)
+ conversation.id = conversation_id
+ conversation.app_id = app_id
+ conversation.from_source = from_source
+ conversation.from_end_user_id = kwargs.get("from_end_user_id")
+ conversation.from_account_id = kwargs.get("from_account_id")
+ conversation.is_deleted = kwargs.get("is_deleted", False)
+ conversation.name = kwargs.get("name", "Test Conversation")
+ conversation.status = kwargs.get("status", "normal")
+ conversation.created_at = kwargs.get("created_at", datetime.now(UTC))
+ conversation.updated_at = kwargs.get("updated_at", datetime.now(UTC))
+ for key, value in kwargs.items():
+ setattr(conversation, key, value)
+ return conversation
+
+ @staticmethod
+ def create_message_mock(
+ message_id: str = "msg-123",
+ conversation_id: str = "conv-123",
+ app_id: str = "app-123",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock Message object.
+
+ Args:
+ message_id: Unique identifier for the message
+ conversation_id: Associated conversation identifier
+ app_id: Associated app identifier
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock Message object with specified attributes including
+ query, answer, tokens, and pricing information
+ """
+ message = create_autospec(Message, instance=True)
+ message.id = message_id
+ message.conversation_id = conversation_id
+ message.app_id = app_id
+ message.query = kwargs.get("query", "Test query")
+ message.answer = kwargs.get("answer", "Test answer")
+ message.from_source = kwargs.get("from_source", "console")
+ message.from_end_user_id = kwargs.get("from_end_user_id")
+ message.from_account_id = kwargs.get("from_account_id")
+ message.created_at = kwargs.get("created_at", datetime.now(UTC))
+ message.message = kwargs.get("message", {})
+ message.message_tokens = kwargs.get("message_tokens", 0)
+ message.answer_tokens = kwargs.get("answer_tokens", 0)
+ message.message_unit_price = kwargs.get("message_unit_price", Decimal(0))
+ message.answer_unit_price = kwargs.get("answer_unit_price", Decimal(0))
+ message.message_price_unit = kwargs.get("message_price_unit", Decimal("0.001"))
+ message.answer_price_unit = kwargs.get("answer_price_unit", Decimal("0.001"))
+ message.currency = kwargs.get("currency", "USD")
+ message.status = kwargs.get("status", "normal")
+ for key, value in kwargs.items():
+ setattr(message, key, value)
+ return message
+
+ @staticmethod
+ def create_annotation_mock(
+ annotation_id: str = "anno-123",
+ app_id: str = "app-123",
+ message_id: str = "msg-123",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock MessageAnnotation object.
+
+ Args:
+ annotation_id: Unique identifier for the annotation
+ app_id: Associated app identifier
+ message_id: Associated message identifier (optional for standalone annotations)
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock MessageAnnotation object with specified attributes including
+ question, content, and hit tracking
+ """
+ annotation = create_autospec(MessageAnnotation, instance=True)
+ annotation.id = annotation_id
+ annotation.app_id = app_id
+ annotation.message_id = message_id
+ annotation.conversation_id = kwargs.get("conversation_id")
+ annotation.question = kwargs.get("question", "Test question")
+ annotation.content = kwargs.get("content", "Test annotation")
+ annotation.account_id = kwargs.get("account_id", "account-123")
+ annotation.hit_count = kwargs.get("hit_count", 0)
+ annotation.created_at = kwargs.get("created_at", datetime.now(UTC))
+ annotation.updated_at = kwargs.get("updated_at", datetime.now(UTC))
+ for key, value in kwargs.items():
+ setattr(annotation, key, value)
+ return annotation
+
+
+class TestConversationServicePagination:
+ """Test conversation pagination operations."""
+
def test_pagination_with_empty_include_ids(self):
- """Test that empty include_ids returns empty result"""
- mock_session = MagicMock()
- mock_app_model = MagicMock(id=str(uuid.uuid4()))
- mock_user = MagicMock(id=str(uuid.uuid4()))
+ """
+ Test that empty include_ids returns empty result.
+ When include_ids is an empty list, the service should short-circuit
+ and return empty results without querying the database.
+ """
+ # Arrange - Set up test data
+ mock_session = MagicMock() # Mock database session
+ mock_app_model = ConversationServiceTestDataFactory.create_app_mock()
+ mock_user = ConversationServiceTestDataFactory.create_account_mock()
+
+ # Act - Call the service method with empty include_ids
result = ConversationService.pagination_by_last_id(
session=mock_session,
app_model=mock_app_model,
@@ -19,25 +295,188 @@ class TestConversationService:
last_id=None,
limit=20,
invoke_from=InvokeFrom.WEB_APP,
- include_ids=[], # Empty include_ids should return empty result
+ include_ids=[], # Empty list should trigger early return
exclude_ids=None,
)
+ # Assert - Verify empty result without database query
+ assert result.data == [] # No conversations returned
+ assert result.has_more is False # No more pages available
+ assert result.limit == 20 # Limit preserved in response
+
+ def test_pagination_with_non_empty_include_ids(self):
+ """
+ Test that non-empty include_ids filters properly.
+
+ When include_ids contains conversation IDs, the query should filter
+ to only return conversations matching those IDs.
+ """
+ # Arrange - Set up test data and mocks
+ mock_session = MagicMock() # Mock database session
+ mock_app_model = ConversationServiceTestDataFactory.create_app_mock()
+ mock_user = ConversationServiceTestDataFactory.create_account_mock()
+
+ # Create 3 mock conversations that would match the filter
+ mock_conversations = [
+ ConversationServiceTestDataFactory.create_conversation_mock(conversation_id=str(uuid.uuid4()))
+ for _ in range(3)
+ ]
+ # Mock the database query results
+ mock_session.scalars.return_value.all.return_value = mock_conversations
+ mock_session.scalar.return_value = 0 # No additional conversations beyond current page
+
+ # Act
+ with patch("services.conversation_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+ mock_stmt.order_by.return_value = mock_stmt
+ mock_stmt.limit.return_value = mock_stmt
+ mock_stmt.subquery.return_value = MagicMock()
+
+ result = ConversationService.pagination_by_last_id(
+ session=mock_session,
+ app_model=mock_app_model,
+ user=mock_user,
+ last_id=None,
+ limit=20,
+ invoke_from=InvokeFrom.WEB_APP,
+ include_ids=["conv1", "conv2"],
+ exclude_ids=None,
+ )
+
+ # Assert
+ assert mock_stmt.where.called
+
+ def test_pagination_with_empty_exclude_ids(self):
+ """
+ Test that empty exclude_ids doesn't filter.
+
+ When exclude_ids is an empty list, the query should not filter out
+ any conversations.
+ """
+ # Arrange
+ mock_session = MagicMock()
+ mock_app_model = ConversationServiceTestDataFactory.create_app_mock()
+ mock_user = ConversationServiceTestDataFactory.create_account_mock()
+ mock_conversations = [
+ ConversationServiceTestDataFactory.create_conversation_mock(conversation_id=str(uuid.uuid4()))
+ for _ in range(5)
+ ]
+ mock_session.scalars.return_value.all.return_value = mock_conversations
+ mock_session.scalar.return_value = 0
+
+ # Act
+ with patch("services.conversation_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+ mock_stmt.order_by.return_value = mock_stmt
+ mock_stmt.limit.return_value = mock_stmt
+ mock_stmt.subquery.return_value = MagicMock()
+
+ result = ConversationService.pagination_by_last_id(
+ session=mock_session,
+ app_model=mock_app_model,
+ user=mock_user,
+ last_id=None,
+ limit=20,
+ invoke_from=InvokeFrom.WEB_APP,
+ include_ids=None,
+ exclude_ids=[],
+ )
+
+ # Assert
+ assert len(result.data) == 5
+
+ def test_pagination_with_non_empty_exclude_ids(self):
+ """
+ Test that non-empty exclude_ids filters properly.
+
+ When exclude_ids contains conversation IDs, the query should filter
+ out conversations matching those IDs.
+ """
+ # Arrange
+ mock_session = MagicMock()
+ mock_app_model = ConversationServiceTestDataFactory.create_app_mock()
+ mock_user = ConversationServiceTestDataFactory.create_account_mock()
+ mock_conversations = [
+ ConversationServiceTestDataFactory.create_conversation_mock(conversation_id=str(uuid.uuid4()))
+ for _ in range(3)
+ ]
+ mock_session.scalars.return_value.all.return_value = mock_conversations
+ mock_session.scalar.return_value = 0
+
+ # Act
+ with patch("services.conversation_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+ mock_stmt.order_by.return_value = mock_stmt
+ mock_stmt.limit.return_value = mock_stmt
+ mock_stmt.subquery.return_value = MagicMock()
+
+ result = ConversationService.pagination_by_last_id(
+ session=mock_session,
+ app_model=mock_app_model,
+ user=mock_user,
+ last_id=None,
+ limit=20,
+ invoke_from=InvokeFrom.WEB_APP,
+ include_ids=None,
+ exclude_ids=["conv1", "conv2"],
+ )
+
+ # Assert
+ assert mock_stmt.where.called
+
+ def test_pagination_returns_empty_when_user_is_none(self):
+ """
+ Test that pagination returns empty result when user is None.
+
+ This ensures proper handling of unauthenticated requests.
+ """
+ # Arrange
+ mock_session = MagicMock()
+ mock_app_model = ConversationServiceTestDataFactory.create_app_mock()
+
+ # Act
+ result = ConversationService.pagination_by_last_id(
+ session=mock_session,
+ app_model=mock_app_model,
+ user=None, # No user provided
+ last_id=None,
+ limit=20,
+ invoke_from=InvokeFrom.WEB_APP,
+ )
+
+ # Assert - should return empty result without querying database
assert result.data == []
assert result.has_more is False
assert result.limit == 20
- def test_pagination_with_non_empty_include_ids(self):
- """Test that non-empty include_ids filters properly"""
- mock_session = MagicMock()
- mock_app_model = MagicMock(id=str(uuid.uuid4()))
- mock_user = MagicMock(id=str(uuid.uuid4()))
+ def test_pagination_with_sorting_descending(self):
+ """
+ Test pagination with descending sort order.
- # Mock the query results
- mock_conversations = [MagicMock(id=str(uuid.uuid4())) for _ in range(3)]
- mock_session.scalars.return_value.all.return_value = mock_conversations
+ Verifies that conversations are sorted by updated_at in descending order (newest first).
+ """
+ # Arrange
+ mock_session = MagicMock()
+ mock_app_model = ConversationServiceTestDataFactory.create_app_mock()
+ mock_user = ConversationServiceTestDataFactory.create_account_mock()
+
+ # Create conversations with different timestamps
+ conversations = [
+ ConversationServiceTestDataFactory.create_conversation_mock(
+ conversation_id=f"conv-{i}", updated_at=datetime(2024, 1, i + 1, tzinfo=UTC)
+ )
+ for i in range(3)
+ ]
+ mock_session.scalars.return_value.all.return_value = conversations
mock_session.scalar.return_value = 0
+ # Act
with patch("services.conversation_service.select") as mock_select:
mock_stmt = MagicMock()
mock_select.return_value = mock_stmt
@@ -53,75 +492,902 @@ class TestConversationService:
last_id=None,
limit=20,
invoke_from=InvokeFrom.WEB_APP,
- include_ids=["conv1", "conv2"], # Non-empty include_ids
- exclude_ids=None,
+ sort_by="-updated_at", # Descending sort
)
- # Verify the where clause was called with id.in_
- assert mock_stmt.where.called
+ # Assert
+ assert len(result.data) == 3
+ mock_stmt.order_by.assert_called()
- def test_pagination_with_empty_exclude_ids(self):
- """Test that empty exclude_ids doesn't filter"""
- mock_session = MagicMock()
- mock_app_model = MagicMock(id=str(uuid.uuid4()))
- mock_user = MagicMock(id=str(uuid.uuid4()))
- # Mock the query results
- mock_conversations = [MagicMock(id=str(uuid.uuid4())) for _ in range(5)]
- mock_session.scalars.return_value.all.return_value = mock_conversations
- mock_session.scalar.return_value = 0
+class TestConversationServiceMessageCreation:
+ """
+ Test message creation and pagination.
- with patch("services.conversation_service.select") as mock_select:
- mock_stmt = MagicMock()
- mock_select.return_value = mock_stmt
- mock_stmt.where.return_value = mock_stmt
- mock_stmt.order_by.return_value = mock_stmt
- mock_stmt.limit.return_value = mock_stmt
- mock_stmt.subquery.return_value = MagicMock()
+ Tests MessageService operations for creating and retrieving messages
+ within conversations.
+ """
- result = ConversationService.pagination_by_last_id(
- session=mock_session,
- app_model=mock_app_model,
- user=mock_user,
- last_id=None,
- limit=20,
- invoke_from=InvokeFrom.WEB_APP,
- include_ids=None,
- exclude_ids=[], # Empty exclude_ids should not filter
+ @patch("services.message_service.db.session")
+ @patch("services.message_service.ConversationService.get_conversation")
+ def test_pagination_by_first_id_without_first_id(self, mock_get_conversation, mock_db_session):
+ """
+ Test message pagination without specifying first_id.
+
+ When first_id is None, the service should return the most recent messages
+ up to the specified limit.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+
+ # Create 3 test messages in the conversation
+ messages = [
+ ConversationServiceTestDataFactory.create_message_mock(
+ message_id=f"msg-{i}", conversation_id=conversation.id
+ )
+ for i in range(3)
+ ]
+
+ # Mock the conversation lookup to return our test conversation
+ mock_get_conversation.return_value = conversation
+
+ # Set up the database query mock chain
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # WHERE clause returns self for chaining
+ mock_query.order_by.return_value = mock_query # ORDER BY returns self for chaining
+ mock_query.limit.return_value = mock_query # LIMIT returns self for chaining
+ mock_query.all.return_value = messages # Final .all() returns the messages
+
+ # Act - Call the pagination method without first_id
+ result = MessageService.pagination_by_first_id(
+ app_model=app_model,
+ user=user,
+ conversation_id=conversation.id,
+ first_id=None, # No starting point specified
+ limit=10,
+ )
+
+ # Assert - Verify the results
+ assert len(result.data) == 3 # All 3 messages returned
+ assert result.has_more is False # No more messages available (3 < limit of 10)
+ # Verify conversation was looked up with correct parameters
+ mock_get_conversation.assert_called_once_with(app_model=app_model, user=user, conversation_id=conversation.id)
+
+ @patch("services.message_service.db.session")
+ @patch("services.message_service.ConversationService.get_conversation")
+ def test_pagination_by_first_id_with_first_id(self, mock_get_conversation, mock_db_session):
+ """
+ Test message pagination with first_id specified.
+
+ When first_id is provided, the service should return messages starting
+ from the specified message up to the limit.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+ first_message = ConversationServiceTestDataFactory.create_message_mock(
+ message_id="msg-first", conversation_id=conversation.id
+ )
+ messages = [
+ ConversationServiceTestDataFactory.create_message_mock(
+ message_id=f"msg-{i}", conversation_id=conversation.id
+ )
+ for i in range(2)
+ ]
+
+ # Mock the conversation lookup to return our test conversation
+ mock_get_conversation.return_value = conversation
+
+ # Set up the database query mock chain
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # WHERE clause returns self for chaining
+ mock_query.order_by.return_value = mock_query # ORDER BY returns self for chaining
+ mock_query.limit.return_value = mock_query # LIMIT returns self for chaining
+ mock_query.first.return_value = first_message # First message returned
+ mock_query.all.return_value = messages # Remaining messages returned
+
+ # Act - Call the pagination method with first_id
+ result = MessageService.pagination_by_first_id(
+ app_model=app_model,
+ user=user,
+ conversation_id=conversation.id,
+ first_id="msg-first",
+ limit=10,
+ )
+
+ # Assert - Verify the results
+ assert len(result.data) == 2 # Only 2 messages returned after first_id
+ assert result.has_more is False # No more messages available (2 < limit of 10)
+
+ @patch("services.message_service.db.session")
+ @patch("services.message_service.ConversationService.get_conversation")
+ def test_pagination_by_first_id_raises_error_when_first_message_not_found(
+ self, mock_get_conversation, mock_db_session
+ ):
+ """
+ Test that FirstMessageNotExistsError is raised when first_id doesn't exist.
+
+ When the specified first_id does not exist in the conversation,
+ the service should raise an error.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+
+ # Mock the conversation lookup to return our test conversation
+ mock_get_conversation.return_value = conversation
+
+ # Set up the database query mock chain
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # WHERE clause returns self for chaining
+ mock_query.first.return_value = None # No message found for first_id
+
+ # Act & Assert
+ with pytest.raises(FirstMessageNotExistsError):
+ MessageService.pagination_by_first_id(
+ app_model=app_model,
+ user=user,
+ conversation_id=conversation.id,
+ first_id="non-existent-msg",
+ limit=10,
)
- # Result should contain the mocked conversations
- assert len(result.data) == 5
+ def test_pagination_returns_empty_when_no_user(self):
+ """
+ Test that pagination returns empty result when user is None.
- def test_pagination_with_non_empty_exclude_ids(self):
- """Test that non-empty exclude_ids filters properly"""
- mock_session = MagicMock()
- mock_app_model = MagicMock(id=str(uuid.uuid4()))
- mock_user = MagicMock(id=str(uuid.uuid4()))
+ This ensures proper handling of unauthenticated requests.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
- # Mock the query results
- mock_conversations = [MagicMock(id=str(uuid.uuid4())) for _ in range(3)]
- mock_session.scalars.return_value.all.return_value = mock_conversations
- mock_session.scalar.return_value = 0
+ # Act
+ result = MessageService.pagination_by_first_id(
+ app_model=app_model,
+ user=None,
+ conversation_id="conv-123",
+ first_id=None,
+ limit=10,
+ )
- with patch("services.conversation_service.select") as mock_select:
- mock_stmt = MagicMock()
- mock_select.return_value = mock_stmt
- mock_stmt.where.return_value = mock_stmt
- mock_stmt.order_by.return_value = mock_stmt
- mock_stmt.limit.return_value = mock_stmt
- mock_stmt.subquery.return_value = MagicMock()
+ # Assert
+ assert result.data == []
+ assert result.has_more is False
- result = ConversationService.pagination_by_last_id(
- session=mock_session,
- app_model=mock_app_model,
- user=mock_user,
- last_id=None,
- limit=20,
- invoke_from=InvokeFrom.WEB_APP,
- include_ids=None,
- exclude_ids=["conv1", "conv2"], # Non-empty exclude_ids
+ def test_pagination_returns_empty_when_no_conversation_id(self):
+ """
+ Test that pagination returns empty result when conversation_id is None.
+
+ This ensures proper handling of invalid requests.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+
+ # Act
+ result = MessageService.pagination_by_first_id(
+ app_model=app_model,
+ user=user,
+ conversation_id="",
+ first_id=None,
+ limit=10,
+ )
+
+ # Assert
+ assert result.data == []
+ assert result.has_more is False
+
+ @patch("services.message_service.db.session")
+ @patch("services.message_service.ConversationService.get_conversation")
+ def test_pagination_with_has_more_flag(self, mock_get_conversation, mock_db_session):
+ """
+ Test that has_more flag is correctly set when there are more messages.
+
+ The service fetches limit+1 messages to determine if more exist.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+
+ # Create limit+1 messages to trigger has_more
+ limit = 5
+ messages = [
+ ConversationServiceTestDataFactory.create_message_mock(
+ message_id=f"msg-{i}", conversation_id=conversation.id
)
+ for i in range(limit + 1) # One extra message
+ ]
- # Verify the where clause was called for exclusion
- assert mock_stmt.where.called
+ # Mock the conversation lookup to return our test conversation
+ mock_get_conversation.return_value = conversation
+
+ # Set up the database query mock chain
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # WHERE clause returns self for chaining
+ mock_query.order_by.return_value = mock_query # ORDER BY returns self for chaining
+ mock_query.limit.return_value = mock_query # LIMIT returns self for chaining
+ mock_query.all.return_value = messages # Final .all() returns the messages
+
+ # Act
+ result = MessageService.pagination_by_first_id(
+ app_model=app_model,
+ user=user,
+ conversation_id=conversation.id,
+ first_id=None,
+ limit=limit,
+ )
+
+ # Assert
+ assert len(result.data) == limit # Extra message should be removed
+ assert result.has_more is True # Flag should be set
+
+ @patch("services.message_service.db.session")
+ @patch("services.message_service.ConversationService.get_conversation")
+ def test_pagination_with_ascending_order(self, mock_get_conversation, mock_db_session):
+ """
+ Test message pagination with ascending order.
+
+ Messages should be returned in chronological order (oldest first).
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+
+ # Create messages with different timestamps
+ messages = [
+ ConversationServiceTestDataFactory.create_message_mock(
+ message_id=f"msg-{i}", conversation_id=conversation.id, created_at=datetime(2024, 1, i + 1, tzinfo=UTC)
+ )
+ for i in range(3)
+ ]
+
+ # Mock the conversation lookup to return our test conversation
+ mock_get_conversation.return_value = conversation
+
+ # Set up the database query mock chain
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # WHERE clause returns self for chaining
+ mock_query.order_by.return_value = mock_query # ORDER BY returns self for chaining
+ mock_query.limit.return_value = mock_query # LIMIT returns self for chaining
+ mock_query.all.return_value = messages # Final .all() returns the messages
+
+ # Act
+ result = MessageService.pagination_by_first_id(
+ app_model=app_model,
+ user=user,
+ conversation_id=conversation.id,
+ first_id=None,
+ limit=10,
+ order="asc", # Ascending order
+ )
+
+ # Assert
+ assert len(result.data) == 3
+ # Messages should be in ascending order after reversal
+
+
+class TestConversationServiceSummarization:
+ """
+ Test conversation summarization (auto-generated names).
+
+ Tests the auto_generate_name functionality that creates conversation
+ titles based on the first message.
+ """
+
+ @patch("services.conversation_service.LLMGenerator.generate_conversation_name")
+ @patch("services.conversation_service.db.session")
+ def test_auto_generate_name_success(self, mock_db_session, mock_llm_generator):
+ """
+ Test successful auto-generation of conversation name.
+
+ The service uses an LLM to generate a descriptive name based on
+ the first message in the conversation.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+
+ # Create the first message that will be used to generate the name
+ first_message = ConversationServiceTestDataFactory.create_message_mock(
+ conversation_id=conversation.id, query="What is machine learning?"
+ )
+ # Expected name from LLM
+ generated_name = "Machine Learning Discussion"
+
+ # Set up database query mock to return the first message
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # Filter by app_id and conversation_id
+ mock_query.order_by.return_value = mock_query # Order by created_at ascending
+ mock_query.first.return_value = first_message # Return the first message
+
+ # Mock the LLM to return our expected name
+ mock_llm_generator.return_value = generated_name
+
+ # Act
+ result = ConversationService.auto_generate_name(app_model, conversation)
+
+ # Assert
+ assert conversation.name == generated_name # Name updated on conversation object
+ # Verify LLM was called with correct parameters
+ mock_llm_generator.assert_called_once_with(
+ app_model.tenant_id, first_message.query, conversation.id, app_model.id
+ )
+ mock_db_session.commit.assert_called_once() # Changes committed to database
+
+ @patch("services.conversation_service.db.session")
+ def test_auto_generate_name_raises_error_when_no_message(self, mock_db_session):
+ """
+ Test that MessageNotExistsError is raised when conversation has no messages.
+
+ When the conversation has no messages, the service should raise an error.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+
+ # Set up database query mock to return no messages
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # Filter by app_id and conversation_id
+ mock_query.order_by.return_value = mock_query # Order by created_at ascending
+ mock_query.first.return_value = None # No messages found
+
+ # Act & Assert
+ with pytest.raises(MessageNotExistsError):
+ ConversationService.auto_generate_name(app_model, conversation)
+
+ @patch("services.conversation_service.LLMGenerator.generate_conversation_name")
+ @patch("services.conversation_service.db.session")
+ def test_auto_generate_name_handles_llm_failure_gracefully(self, mock_db_session, mock_llm_generator):
+ """
+ Test that LLM generation failures are suppressed and don't crash.
+
+ When the LLM fails to generate a name, the service should not crash
+ and should return the original conversation name.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+ first_message = ConversationServiceTestDataFactory.create_message_mock(conversation_id=conversation.id)
+ original_name = conversation.name
+
+ # Set up database query mock to return the first message
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # Filter by app_id and conversation_id
+ mock_query.order_by.return_value = mock_query # Order by created_at ascending
+ mock_query.first.return_value = first_message # Return the first message
+
+ # Mock the LLM to raise an exception
+ mock_llm_generator.side_effect = Exception("LLM service unavailable")
+
+ # Act
+ result = ConversationService.auto_generate_name(app_model, conversation)
+
+ # Assert
+ assert conversation.name == original_name # Name remains unchanged
+ mock_db_session.commit.assert_called_once() # Changes committed to database
+
+ @patch("services.conversation_service.db.session")
+ @patch("services.conversation_service.ConversationService.get_conversation")
+ @patch("services.conversation_service.ConversationService.auto_generate_name")
+ def test_rename_with_auto_generate(self, mock_auto_generate, mock_get_conversation, mock_db_session):
+ """
+ Test renaming conversation with auto-generation enabled.
+
+ When auto_generate is True, the service should call the auto_generate_name
+ method to generate a new name for the conversation.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+ conversation.name = "Auto-generated Name"
+
+ # Mock the conversation lookup to return our test conversation
+ mock_get_conversation.return_value = conversation
+
+ # Mock the auto_generate_name method to return the conversation
+ mock_auto_generate.return_value = conversation
+
+ # Act
+ result = ConversationService.rename(
+ app_model=app_model,
+ conversation_id=conversation.id,
+ user=user,
+ name="",
+ auto_generate=True,
+ )
+
+ # Assert
+ mock_auto_generate.assert_called_once_with(app_model, conversation)
+ assert result == conversation
+
+ @patch("services.conversation_service.db.session")
+ @patch("services.conversation_service.ConversationService.get_conversation")
+ @patch("services.conversation_service.naive_utc_now")
+ def test_rename_with_manual_name(self, mock_naive_utc_now, mock_get_conversation, mock_db_session):
+ """
+ Test renaming conversation with manual name.
+
+ When auto_generate is False, the service should update the conversation
+ name with the provided manual name.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock()
+ new_name = "My Custom Conversation Name"
+ mock_time = datetime(2024, 1, 1, 12, 0, 0)
+
+ # Mock the conversation lookup to return our test conversation
+ mock_get_conversation.return_value = conversation
+
+ # Mock the current time to return our mock time
+ mock_naive_utc_now.return_value = mock_time
+
+ # Act
+ result = ConversationService.rename(
+ app_model=app_model,
+ conversation_id=conversation.id,
+ user=user,
+ name=new_name,
+ auto_generate=False,
+ )
+
+ # Assert
+ assert conversation.name == new_name
+ assert conversation.updated_at == mock_time
+ mock_db_session.commit.assert_called_once()
+
+
+class TestConversationServiceMessageAnnotation:
+ """
+ Test message annotation operations.
+
+ Tests AppAnnotationService operations for creating and managing
+ message annotations.
+ """
+
+ @patch("services.annotation_service.db.session")
+ @patch("services.annotation_service.current_account_with_tenant")
+ def test_create_annotation_from_message(self, mock_current_account, mock_db_session):
+ """
+ Test creating annotation from existing message.
+
+ Annotations can be attached to messages to provide curated responses
+ that override the AI-generated answers.
+ """
+ # Arrange
+ app_id = "app-123"
+ message_id = "msg-123"
+ account = ConversationServiceTestDataFactory.create_account_mock()
+ tenant_id = "tenant-123"
+ app = ConversationServiceTestDataFactory.create_app_mock(app_id=app_id, tenant_id=tenant_id)
+
+ # Create a message that doesn't have an annotation yet
+ message = ConversationServiceTestDataFactory.create_message_mock(
+ message_id=message_id, app_id=app_id, query="What is AI?"
+ )
+ message.annotation = None # No existing annotation
+
+ # Mock the authentication context to return current user and tenant
+ mock_current_account.return_value = (account, tenant_id)
+
+ # Set up database query mock
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ # First call returns app, second returns message, third returns None (no annotation setting)
+ mock_query.first.side_effect = [app, message, None]
+
+ # Annotation data to create
+ args = {"message_id": message_id, "answer": "AI is artificial intelligence"}
+
+ # Act
+ with patch("services.annotation_service.add_annotation_to_index_task"):
+ result = AppAnnotationService.up_insert_app_annotation_from_message(args, app_id)
+
+ # Assert
+ mock_db_session.add.assert_called_once() # Annotation added to session
+ mock_db_session.commit.assert_called_once() # Changes committed
+
+ @patch("services.annotation_service.db.session")
+ @patch("services.annotation_service.current_account_with_tenant")
+ def test_create_annotation_without_message(self, mock_current_account, mock_db_session):
+ """
+ Test creating standalone annotation without message.
+
+ Annotations can be created without a message reference for bulk imports
+ or manual annotation creation.
+ """
+ # Arrange
+ app_id = "app-123"
+ account = ConversationServiceTestDataFactory.create_account_mock()
+ tenant_id = "tenant-123"
+ app = ConversationServiceTestDataFactory.create_app_mock(app_id=app_id, tenant_id=tenant_id)
+
+ # Mock the authentication context to return current user and tenant
+ mock_current_account.return_value = (account, tenant_id)
+
+ # Set up database query mock
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ # First call returns app, second returns None (no message)
+ mock_query.first.side_effect = [app, None]
+
+ # Annotation data to create
+ args = {
+ "question": "What is natural language processing?",
+ "answer": "NLP is a field of AI focused on language understanding",
+ }
+
+ # Act
+ with patch("services.annotation_service.add_annotation_to_index_task"):
+ result = AppAnnotationService.up_insert_app_annotation_from_message(args, app_id)
+
+ # Assert
+ mock_db_session.add.assert_called_once() # Annotation added to session
+ mock_db_session.commit.assert_called_once() # Changes committed
+
+ @patch("services.annotation_service.db.session")
+ @patch("services.annotation_service.current_account_with_tenant")
+ def test_update_existing_annotation(self, mock_current_account, mock_db_session):
+ """
+ Test updating an existing annotation.
+
+ When a message already has an annotation, calling the service again
+ should update the existing annotation rather than creating a new one.
+ """
+ # Arrange
+ app_id = "app-123"
+ message_id = "msg-123"
+ account = ConversationServiceTestDataFactory.create_account_mock()
+ tenant_id = "tenant-123"
+ app = ConversationServiceTestDataFactory.create_app_mock(app_id=app_id, tenant_id=tenant_id)
+ message = ConversationServiceTestDataFactory.create_message_mock(message_id=message_id, app_id=app_id)
+
+ # Create an existing annotation with old content
+ existing_annotation = ConversationServiceTestDataFactory.create_annotation_mock(
+ app_id=app_id, message_id=message_id, content="Old annotation"
+ )
+ message.annotation = existing_annotation # Message already has annotation
+
+ # Mock the authentication context to return current user and tenant
+ mock_current_account.return_value = (account, tenant_id)
+
+ # Set up database query mock
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ # First call returns app, second returns message, third returns None (no annotation setting)
+ mock_query.first.side_effect = [app, message, None]
+
+ # New content to update the annotation with
+ args = {"message_id": message_id, "answer": "Updated annotation content"}
+
+ # Act
+ with patch("services.annotation_service.add_annotation_to_index_task"):
+ result = AppAnnotationService.up_insert_app_annotation_from_message(args, app_id)
+
+ # Assert
+ assert existing_annotation.content == "Updated annotation content" # Content updated
+ mock_db_session.add.assert_called_once() # Annotation re-added to session
+ mock_db_session.commit.assert_called_once() # Changes committed
+
+ @patch("services.annotation_service.db.paginate")
+ @patch("services.annotation_service.db.session")
+ @patch("services.annotation_service.current_account_with_tenant")
+ def test_get_annotation_list(self, mock_current_account, mock_db_session, mock_db_paginate):
+ """
+ Test retrieving paginated annotation list.
+
+ Annotations can be retrieved in a paginated list for display in the UI.
+ """
+ """Test retrieving paginated annotation list."""
+ # Arrange
+ app_id = "app-123"
+ account = ConversationServiceTestDataFactory.create_account_mock()
+ tenant_id = "tenant-123"
+ app = ConversationServiceTestDataFactory.create_app_mock(app_id=app_id, tenant_id=tenant_id)
+ annotations = [
+ ConversationServiceTestDataFactory.create_annotation_mock(annotation_id=f"anno-{i}", app_id=app_id)
+ for i in range(5)
+ ]
+
+ mock_current_account.return_value = (account, tenant_id)
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.first.return_value = app
+
+ mock_paginate = MagicMock()
+ mock_paginate.items = annotations
+ mock_paginate.total = 5
+ mock_db_paginate.return_value = mock_paginate
+
+ # Act
+ result_items, result_total = AppAnnotationService.get_annotation_list_by_app_id(
+ app_id=app_id, page=1, limit=10, keyword=""
+ )
+
+ # Assert
+ assert len(result_items) == 5
+ assert result_total == 5
+
+ @patch("services.annotation_service.db.paginate")
+ @patch("services.annotation_service.db.session")
+ @patch("services.annotation_service.current_account_with_tenant")
+ def test_get_annotation_list_with_keyword_search(self, mock_current_account, mock_db_session, mock_db_paginate):
+ """
+ Test retrieving annotations with keyword filtering.
+
+ Annotations can be searched by question or content using case-insensitive matching.
+ """
+ # Arrange
+ app_id = "app-123"
+ account = ConversationServiceTestDataFactory.create_account_mock()
+ tenant_id = "tenant-123"
+ app = ConversationServiceTestDataFactory.create_app_mock(app_id=app_id, tenant_id=tenant_id)
+
+ # Create annotations with searchable content
+ annotations = [
+ ConversationServiceTestDataFactory.create_annotation_mock(
+ annotation_id="anno-1",
+ app_id=app_id,
+ question="What is machine learning?",
+ content="ML is a subset of AI",
+ ),
+ ConversationServiceTestDataFactory.create_annotation_mock(
+ annotation_id="anno-2",
+ app_id=app_id,
+ question="What is deep learning?",
+ content="Deep learning uses neural networks",
+ ),
+ ]
+
+ mock_current_account.return_value = (account, tenant_id)
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.first.return_value = app
+
+ mock_paginate = MagicMock()
+ mock_paginate.items = [annotations[0]] # Only first annotation matches
+ mock_paginate.total = 1
+ mock_db_paginate.return_value = mock_paginate
+
+ # Act
+ result_items, result_total = AppAnnotationService.get_annotation_list_by_app_id(
+ app_id=app_id,
+ page=1,
+ limit=10,
+ keyword="machine", # Search keyword
+ )
+
+ # Assert
+ assert len(result_items) == 1
+ assert result_total == 1
+
+ @patch("services.annotation_service.db.session")
+ @patch("services.annotation_service.current_account_with_tenant")
+ def test_insert_annotation_directly(self, mock_current_account, mock_db_session):
+ """
+ Test direct annotation insertion without message reference.
+
+ This is used for bulk imports or manual annotation creation.
+ """
+ # Arrange
+ app_id = "app-123"
+ account = ConversationServiceTestDataFactory.create_account_mock()
+ tenant_id = "tenant-123"
+ app = ConversationServiceTestDataFactory.create_app_mock(app_id=app_id, tenant_id=tenant_id)
+
+ mock_current_account.return_value = (account, tenant_id)
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.first.side_effect = [app, None]
+
+ args = {
+ "question": "What is natural language processing?",
+ "answer": "NLP is a field of AI focused on language understanding",
+ }
+
+ # Act
+ with patch("services.annotation_service.add_annotation_to_index_task"):
+ result = AppAnnotationService.insert_app_annotation_directly(args, app_id)
+
+ # Assert
+ mock_db_session.add.assert_called_once()
+ mock_db_session.commit.assert_called_once()
+
+
+class TestConversationServiceExport:
+ """
+ Test conversation export/retrieval operations.
+
+ Tests retrieving conversation data for export purposes.
+ """
+
+ @patch("services.conversation_service.db.session")
+ def test_get_conversation_success(self, mock_db_session):
+ """Test successful retrieval of conversation."""
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock(
+ app_id=app_model.id, from_account_id=user.id, from_source="console"
+ )
+
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.first.return_value = conversation
+
+ # Act
+ result = ConversationService.get_conversation(app_model=app_model, conversation_id=conversation.id, user=user)
+
+ # Assert
+ assert result == conversation
+
+ @patch("services.conversation_service.db.session")
+ def test_get_conversation_not_found(self, mock_db_session):
+ """Test ConversationNotExistsError when conversation doesn't exist."""
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.first.return_value = None
+
+ # Act & Assert
+ with pytest.raises(ConversationNotExistsError):
+ ConversationService.get_conversation(app_model=app_model, conversation_id="non-existent", user=user)
+
+ @patch("services.annotation_service.db.session")
+ @patch("services.annotation_service.current_account_with_tenant")
+ def test_export_annotation_list(self, mock_current_account, mock_db_session):
+ """Test exporting all annotations for an app."""
+ # Arrange
+ app_id = "app-123"
+ account = ConversationServiceTestDataFactory.create_account_mock()
+ tenant_id = "tenant-123"
+ app = ConversationServiceTestDataFactory.create_app_mock(app_id=app_id, tenant_id=tenant_id)
+ annotations = [
+ ConversationServiceTestDataFactory.create_annotation_mock(annotation_id=f"anno-{i}", app_id=app_id)
+ for i in range(10)
+ ]
+
+ mock_current_account.return_value = (account, tenant_id)
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.order_by.return_value = mock_query
+ mock_query.first.return_value = app
+ mock_query.all.return_value = annotations
+
+ # Act
+ result = AppAnnotationService.export_annotation_list_by_app_id(app_id)
+
+ # Assert
+ assert len(result) == 10
+ assert result == annotations
+
+ @patch("services.message_service.db.session")
+ def test_get_message_success(self, mock_db_session):
+ """Test successful retrieval of a message."""
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ message = ConversationServiceTestDataFactory.create_message_mock(
+ app_id=app_model.id, from_account_id=user.id, from_source="console"
+ )
+
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.first.return_value = message
+
+ # Act
+ result = MessageService.get_message(app_model=app_model, user=user, message_id=message.id)
+
+ # Assert
+ assert result == message
+
+ @patch("services.message_service.db.session")
+ def test_get_message_not_found(self, mock_db_session):
+ """Test MessageNotExistsError when message doesn't exist."""
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.first.return_value = None
+
+ # Act & Assert
+ with pytest.raises(MessageNotExistsError):
+ MessageService.get_message(app_model=app_model, user=user, message_id="non-existent")
+
+ @patch("services.conversation_service.db.session")
+ def test_get_conversation_for_end_user(self, mock_db_session):
+ """
+ Test retrieving conversation created by end user via API.
+
+ End users (API) and accounts (console) have different access patterns.
+ """
+ # Arrange
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ end_user = ConversationServiceTestDataFactory.create_end_user_mock()
+
+ # Conversation created by end user via API
+ conversation = ConversationServiceTestDataFactory.create_conversation_mock(
+ app_id=app_model.id,
+ from_end_user_id=end_user.id,
+ from_source="api", # API source for end users
+ )
+
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query
+ mock_query.first.return_value = conversation
+
+ # Act
+ result = ConversationService.get_conversation(
+ app_model=app_model, conversation_id=conversation.id, user=end_user
+ )
+
+ # Assert
+ assert result == conversation
+ # Verify query filters for API source
+ mock_query.where.assert_called()
+
+ @patch("services.conversation_service.delete_conversation_related_data") # Mock Celery task
+ @patch("services.conversation_service.db.session") # Mock database session
+ def test_delete_conversation(self, mock_db_session, mock_delete_task):
+ """
+ Test conversation deletion with async cleanup.
+
+ Deletion is a two-step process:
+ 1. Immediately delete the conversation record from database
+ 2. Trigger async background task to clean up related data
+ (messages, annotations, vector embeddings, file uploads)
+ """
+ # Arrange - Set up test data
+ app_model = ConversationServiceTestDataFactory.create_app_mock()
+ user = ConversationServiceTestDataFactory.create_account_mock()
+ conversation_id = "conv-to-delete"
+
+ # Set up database query mock
+ mock_query = MagicMock()
+ mock_db_session.query.return_value = mock_query
+ mock_query.where.return_value = mock_query # Filter by conversation_id
+
+ # Act - Delete the conversation
+ ConversationService.delete(app_model=app_model, conversation_id=conversation_id, user=user)
+
+ # Assert - Verify two-step deletion process
+ # Step 1: Immediate database deletion
+ mock_query.delete.assert_called_once() # DELETE query executed
+ mock_db_session.commit.assert_called_once() # Transaction committed
+
+ # Step 2: Async cleanup task triggered
+ # The Celery task will handle cleanup of messages, annotations, etc.
+ mock_delete_task.delay.assert_called_once_with(conversation_id)
diff --git a/api/tests/unit_tests/services/test_dataset_service.py b/api/tests/unit_tests/services/test_dataset_service.py
new file mode 100644
index 0000000000..87fd29bbc0
--- /dev/null
+++ b/api/tests/unit_tests/services/test_dataset_service.py
@@ -0,0 +1,1200 @@
+"""
+Comprehensive unit tests for DatasetService.
+
+This test suite provides complete coverage of dataset management operations in Dify,
+following TDD principles with the Arrange-Act-Assert pattern.
+
+## Test Coverage
+
+### 1. Dataset Creation (TestDatasetServiceCreateDataset)
+Tests the creation of knowledge base datasets with various configurations:
+- Internal datasets (provider='vendor') with economy or high-quality indexing
+- External datasets (provider='external') connected to third-party APIs
+- Embedding model configuration for semantic search
+- Duplicate name validation
+- Permission and access control setup
+
+### 2. Dataset Updates (TestDatasetServiceUpdateDataset)
+Tests modification of existing dataset settings:
+- Basic field updates (name, description, permission)
+- Indexing technique switching (economy ↔ high_quality)
+- Embedding model changes with vector index rebuilding
+- Retrieval configuration updates
+- External knowledge binding updates
+
+### 3. Dataset Deletion (TestDatasetServiceDeleteDataset)
+Tests safe deletion with cascade cleanup:
+- Normal deletion with documents and embeddings
+- Empty dataset deletion (regression test for #27073)
+- Permission verification
+- Event-driven cleanup (vector DB, file storage)
+
+### 4. Document Indexing (TestDatasetServiceDocumentIndexing)
+Tests async document processing operations:
+- Pause/resume indexing for resource management
+- Retry failed documents
+- Status transitions through indexing pipeline
+- Redis-based concurrency control
+
+### 5. Retrieval Configuration (TestDatasetServiceRetrievalConfiguration)
+Tests search and ranking settings:
+- Search method configuration (semantic, full-text, hybrid)
+- Top-k and score threshold tuning
+- Reranking model integration for improved relevance
+
+## Testing Approach
+
+- **Mocking Strategy**: All external dependencies (database, Redis, model providers)
+ are mocked to ensure fast, isolated unit tests
+- **Factory Pattern**: DatasetServiceTestDataFactory provides consistent test data
+- **Fixtures**: Pytest fixtures set up common mock configurations per test class
+- **Assertions**: Each test verifies both the return value and all side effects
+ (database operations, event signals, async task triggers)
+
+## Key Concepts
+
+**Indexing Techniques:**
+- economy: Keyword-based search (fast, less accurate)
+- high_quality: Vector embeddings for semantic search (slower, more accurate)
+
+**Dataset Providers:**
+- vendor: Internal storage and indexing
+- external: Third-party knowledge sources via API
+
+**Document Lifecycle:**
+waiting → parsing → cleaning → splitting → indexing → completed (or error)
+"""
+
+from unittest.mock import Mock, create_autospec, patch
+from uuid import uuid4
+
+import pytest
+
+from core.model_runtime.entities.model_entities import ModelType
+from models.account import Account, TenantAccountRole
+from models.dataset import Dataset, DatasetPermissionEnum, Document, ExternalKnowledgeBindings
+from services.dataset_service import DatasetService
+from services.entities.knowledge_entities.knowledge_entities import RetrievalModel
+from services.errors.dataset import DatasetNameDuplicateError
+
+
+class DatasetServiceTestDataFactory:
+ """
+ Factory class for creating test data and mock objects.
+
+ This factory provides reusable methods to create mock objects for testing.
+ Using a factory pattern ensures consistency across tests and reduces code duplication.
+ All methods return properly configured Mock objects that simulate real model instances.
+ """
+
+ @staticmethod
+ def create_account_mock(
+ account_id: str = "account-123",
+ tenant_id: str = "tenant-123",
+ role: TenantAccountRole = TenantAccountRole.NORMAL,
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock account with specified attributes.
+
+ Args:
+ account_id: Unique identifier for the account
+ tenant_id: Tenant ID the account belongs to
+ role: User role (NORMAL, ADMIN, etc.)
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ Mock: A properly configured Account mock object
+ """
+ account = create_autospec(Account, instance=True)
+ account.id = account_id
+ account.current_tenant_id = tenant_id
+ account.current_role = role
+ for key, value in kwargs.items():
+ setattr(account, key, value)
+ return account
+
+ @staticmethod
+ def create_dataset_mock(
+ dataset_id: str = "dataset-123",
+ name: str = "Test Dataset",
+ tenant_id: str = "tenant-123",
+ created_by: str = "user-123",
+ provider: str = "vendor",
+ indexing_technique: str | None = "high_quality",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock dataset with specified attributes.
+
+ Args:
+ dataset_id: Unique identifier for the dataset
+ name: Display name of the dataset
+ tenant_id: Tenant ID the dataset belongs to
+ created_by: User ID who created the dataset
+ provider: Dataset provider type ('vendor' for internal, 'external' for external)
+ indexing_technique: Indexing method ('high_quality', 'economy', or None)
+ **kwargs: Additional attributes (embedding_model, retrieval_model, etc.)
+
+ Returns:
+ Mock: A properly configured Dataset mock object
+ """
+ dataset = create_autospec(Dataset, instance=True)
+ dataset.id = dataset_id
+ dataset.name = name
+ dataset.tenant_id = tenant_id
+ dataset.created_by = created_by
+ dataset.provider = provider
+ dataset.indexing_technique = indexing_technique
+ dataset.permission = kwargs.get("permission", DatasetPermissionEnum.ONLY_ME)
+ dataset.embedding_model_provider = kwargs.get("embedding_model_provider")
+ dataset.embedding_model = kwargs.get("embedding_model")
+ dataset.collection_binding_id = kwargs.get("collection_binding_id")
+ dataset.retrieval_model = kwargs.get("retrieval_model")
+ dataset.description = kwargs.get("description")
+ dataset.doc_form = kwargs.get("doc_form")
+ for key, value in kwargs.items():
+ if not hasattr(dataset, key):
+ setattr(dataset, key, value)
+ return dataset
+
+ @staticmethod
+ def create_embedding_model_mock(model: str = "text-embedding-ada-002", provider: str = "openai") -> Mock:
+ """
+ Create a mock embedding model for high-quality indexing.
+
+ Embedding models are used to convert text into vector representations
+ for semantic search capabilities.
+
+ Args:
+ model: Model name (e.g., 'text-embedding-ada-002')
+ provider: Model provider (e.g., 'openai', 'cohere')
+
+ Returns:
+ Mock: Embedding model mock with model and provider attributes
+ """
+ embedding_model = Mock()
+ embedding_model.model = model
+ embedding_model.provider = provider
+ return embedding_model
+
+ @staticmethod
+ def create_retrieval_model_mock() -> Mock:
+ """
+ Create a mock retrieval model configuration.
+
+ Retrieval models define how documents are searched and ranked,
+ including search method, top-k results, and score thresholds.
+
+ Returns:
+ Mock: RetrievalModel mock with model_dump() method
+ """
+ retrieval_model = Mock(spec=RetrievalModel)
+ retrieval_model.model_dump.return_value = {
+ "search_method": "semantic_search",
+ "top_k": 2,
+ "score_threshold": 0.0,
+ }
+ retrieval_model.reranking_model = None
+ return retrieval_model
+
+ @staticmethod
+ def create_collection_binding_mock(binding_id: str = "binding-456") -> Mock:
+ """
+ Create a mock collection binding for vector database.
+
+ Collection bindings link datasets to their vector storage locations
+ in the vector database (e.g., Qdrant, Weaviate).
+
+ Args:
+ binding_id: Unique identifier for the collection binding
+
+ Returns:
+ Mock: Collection binding mock object
+ """
+ binding = Mock()
+ binding.id = binding_id
+ return binding
+
+ @staticmethod
+ def create_external_binding_mock(
+ dataset_id: str = "dataset-123",
+ external_knowledge_id: str = "knowledge-123",
+ external_knowledge_api_id: str = "api-123",
+ ) -> Mock:
+ """
+ Create a mock external knowledge binding.
+
+ External knowledge bindings connect datasets to external knowledge sources
+ (e.g., third-party APIs, external databases) for retrieval.
+
+ Args:
+ dataset_id: Dataset ID this binding belongs to
+ external_knowledge_id: External knowledge source identifier
+ external_knowledge_api_id: External API configuration identifier
+
+ Returns:
+ Mock: ExternalKnowledgeBindings mock object
+ """
+ binding = Mock(spec=ExternalKnowledgeBindings)
+ binding.dataset_id = dataset_id
+ binding.external_knowledge_id = external_knowledge_id
+ binding.external_knowledge_api_id = external_knowledge_api_id
+ return binding
+
+ @staticmethod
+ def create_document_mock(
+ document_id: str = "doc-123",
+ dataset_id: str = "dataset-123",
+ indexing_status: str = "completed",
+ **kwargs,
+ ) -> Mock:
+ """
+ Create a mock document for testing document operations.
+
+ Documents are the individual files/content items within a dataset
+ that go through indexing, parsing, and chunking processes.
+
+ Args:
+ document_id: Unique identifier for the document
+ dataset_id: Parent dataset ID
+ indexing_status: Current status ('waiting', 'indexing', 'completed', 'error')
+ **kwargs: Additional attributes (is_paused, enabled, archived, etc.)
+
+ Returns:
+ Mock: Document mock object
+ """
+ document = Mock(spec=Document)
+ document.id = document_id
+ document.dataset_id = dataset_id
+ document.indexing_status = indexing_status
+ for key, value in kwargs.items():
+ setattr(document, key, value)
+ return document
+
+
+# ==================== Dataset Creation Tests ====================
+
+
+class TestDatasetServiceCreateDataset:
+ """
+ Comprehensive unit tests for dataset creation logic.
+
+ Covers:
+ - Internal dataset creation with various indexing techniques
+ - External dataset creation with external knowledge bindings
+ - RAG pipeline dataset creation
+ - Error handling for duplicate names and missing configurations
+ """
+
+ @pytest.fixture
+ def mock_dataset_service_dependencies(self):
+ """
+ Common mock setup for dataset service dependencies.
+
+ This fixture patches all external dependencies that DatasetService.create_empty_dataset
+ interacts with, including:
+ - db.session: Database operations (query, add, commit)
+ - ModelManager: Embedding model management
+ - check_embedding_model_setting: Validates embedding model configuration
+ - check_reranking_model_setting: Validates reranking model configuration
+ - ExternalDatasetService: Handles external knowledge API operations
+
+ Yields:
+ dict: Dictionary of mocked dependencies for use in tests
+ """
+ with (
+ patch("services.dataset_service.db.session") as mock_db,
+ patch("services.dataset_service.ModelManager") as mock_model_manager,
+ patch("services.dataset_service.DatasetService.check_embedding_model_setting") as mock_check_embedding,
+ patch("services.dataset_service.DatasetService.check_reranking_model_setting") as mock_check_reranking,
+ patch("services.dataset_service.ExternalDatasetService") as mock_external_service,
+ ):
+ yield {
+ "db_session": mock_db,
+ "model_manager": mock_model_manager,
+ "check_embedding": mock_check_embedding,
+ "check_reranking": mock_check_reranking,
+ "external_service": mock_external_service,
+ }
+
+ def test_create_internal_dataset_basic_success(self, mock_dataset_service_dependencies):
+ """
+ Test successful creation of basic internal dataset.
+
+ Verifies that a dataset can be created with minimal configuration:
+ - No indexing technique specified (None)
+ - Default permission (only_me)
+ - Vendor provider (internal dataset)
+
+ This is the simplest dataset creation scenario.
+ """
+ # Arrange: Set up test data and mocks
+ tenant_id = str(uuid4())
+ account = DatasetServiceTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Test Dataset"
+ description = "Test description"
+
+ # Mock database query to return None (no duplicate name exists)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock database session operations for dataset creation
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock() # Tracks dataset being added to session
+ mock_db.flush = Mock() # Flushes to get dataset ID
+ mock_db.commit = Mock() # Commits transaction
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=description,
+ indexing_technique=None,
+ account=account,
+ )
+
+ # Assert
+ assert result is not None
+ assert result.name == name
+ assert result.description == description
+ assert result.tenant_id == tenant_id
+ assert result.created_by == account.id
+ assert result.updated_by == account.id
+ assert result.provider == "vendor"
+ assert result.permission == "only_me"
+ mock_db.add.assert_called_once()
+ mock_db.commit.assert_called_once()
+
+ def test_create_internal_dataset_with_economy_indexing(self, mock_dataset_service_dependencies):
+ """Test successful creation of internal dataset with economy indexing."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetServiceTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Economy Dataset"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique="economy",
+ account=account,
+ )
+
+ # Assert
+ assert result.indexing_technique == "economy"
+ assert result.embedding_model_provider is None
+ assert result.embedding_model is None
+ mock_db.commit.assert_called_once()
+
+ def test_create_internal_dataset_with_high_quality_indexing(self, mock_dataset_service_dependencies):
+ """Test creation with high_quality indexing using default embedding model."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetServiceTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "High Quality Dataset"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock model manager
+ embedding_model = DatasetServiceTestDataFactory.create_embedding_model_mock()
+ mock_model_manager_instance = Mock()
+ mock_model_manager_instance.get_default_model_instance.return_value = embedding_model
+ mock_dataset_service_dependencies["model_manager"].return_value = mock_model_manager_instance
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique="high_quality",
+ account=account,
+ )
+
+ # Assert
+ assert result.indexing_technique == "high_quality"
+ assert result.embedding_model_provider == embedding_model.provider
+ assert result.embedding_model == embedding_model.model
+ mock_model_manager_instance.get_default_model_instance.assert_called_once_with(
+ tenant_id=tenant_id, model_type=ModelType.TEXT_EMBEDDING
+ )
+ mock_db.commit.assert_called_once()
+
+ def test_create_dataset_duplicate_name_error(self, mock_dataset_service_dependencies):
+ """Test error when creating dataset with duplicate name."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetServiceTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Duplicate Dataset"
+
+ # Mock database query to return existing dataset
+ existing_dataset = DatasetServiceTestDataFactory.create_dataset_mock(name=name, tenant_id=tenant_id)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = existing_dataset
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(DatasetNameDuplicateError) as context:
+ DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique=None,
+ account=account,
+ )
+
+ assert f"Dataset with name {name} already exists" in str(context.value)
+
+ def test_create_external_dataset_success(self, mock_dataset_service_dependencies):
+ """Test successful creation of external dataset with external knowledge binding."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetServiceTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "External Dataset"
+ external_knowledge_api_id = "api-123"
+ external_knowledge_id = "knowledge-123"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock external knowledge API
+ external_api = Mock()
+ external_api.id = external_knowledge_api_id
+ mock_dataset_service_dependencies["external_service"].get_external_knowledge_api.return_value = external_api
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique=None,
+ account=account,
+ provider="external",
+ external_knowledge_api_id=external_knowledge_api_id,
+ external_knowledge_id=external_knowledge_id,
+ )
+
+ # Assert
+ assert result.provider == "external"
+ assert mock_db.add.call_count == 2 # Dataset + ExternalKnowledgeBinding
+ mock_db.commit.assert_called_once()
+
+
+# ==================== Dataset Update Tests ====================
+
+
+class TestDatasetServiceUpdateDataset:
+ """
+ Comprehensive unit tests for dataset update settings.
+
+ Covers:
+ - Basic field updates (name, description, permission)
+ - Indexing technique changes (economy <-> high_quality)
+ - Embedding model updates
+ - Retrieval configuration updates
+ - External dataset updates
+ """
+
+ @pytest.fixture
+ def mock_dataset_service_dependencies(self):
+ """Common mock setup for dataset service dependencies."""
+ with (
+ patch("services.dataset_service.DatasetService.get_dataset") as mock_get_dataset,
+ patch("services.dataset_service.DatasetService._has_dataset_same_name") as mock_has_same_name,
+ patch("services.dataset_service.DatasetService.check_dataset_permission") as mock_check_perm,
+ patch("services.dataset_service.db.session") as mock_db,
+ patch("services.dataset_service.naive_utc_now") as mock_time,
+ patch(
+ "services.dataset_service.DatasetService._update_pipeline_knowledge_base_node_data"
+ ) as mock_update_pipeline,
+ ):
+ mock_time.return_value = "2024-01-01T00:00:00"
+ yield {
+ "get_dataset": mock_get_dataset,
+ "has_dataset_same_name": mock_has_same_name,
+ "check_permission": mock_check_perm,
+ "db_session": mock_db,
+ "current_time": "2024-01-01T00:00:00",
+ "update_pipeline": mock_update_pipeline,
+ }
+
+ @pytest.fixture
+ def mock_internal_provider_dependencies(self):
+ """Mock dependencies for internal dataset provider operations."""
+ with (
+ patch("services.dataset_service.ModelManager") as mock_model_manager,
+ patch("services.dataset_service.DatasetCollectionBindingService") as mock_binding_service,
+ patch("services.dataset_service.deal_dataset_vector_index_task") as mock_task,
+ patch("services.dataset_service.current_user") as mock_current_user,
+ ):
+ # Mock current_user as Account instance
+ mock_current_user_account = DatasetServiceTestDataFactory.create_account_mock(
+ account_id="user-123", tenant_id="tenant-123"
+ )
+ mock_current_user.return_value = mock_current_user_account
+ mock_current_user.current_tenant_id = "tenant-123"
+ mock_current_user.id = "user-123"
+ # Make isinstance check pass
+ mock_current_user.__class__ = Account
+
+ yield {
+ "model_manager": mock_model_manager,
+ "get_binding": mock_binding_service.get_dataset_collection_binding,
+ "task": mock_task,
+ "current_user": mock_current_user,
+ }
+
+ @pytest.fixture
+ def mock_external_provider_dependencies(self):
+ """Mock dependencies for external dataset provider operations."""
+ with (
+ patch("services.dataset_service.Session") as mock_session,
+ patch("services.dataset_service.db.engine") as mock_engine,
+ ):
+ yield mock_session
+
+ def test_update_internal_dataset_basic_success(self, mock_dataset_service_dependencies):
+ """Test successful update of internal dataset with basic fields."""
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(
+ provider="vendor",
+ indexing_technique="high_quality",
+ embedding_model_provider="openai",
+ embedding_model="text-embedding-ada-002",
+ collection_binding_id="binding-123",
+ )
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ update_data = {
+ "name": "new_name",
+ "description": "new_description",
+ "indexing_technique": "high_quality",
+ "retrieval_model": "new_model",
+ "embedding_model_provider": "openai",
+ "embedding_model": "text-embedding-ada-002",
+ }
+
+ mock_dataset_service_dependencies["has_dataset_same_name"].return_value = False
+
+ # Act
+ result = DatasetService.update_dataset("dataset-123", update_data, user)
+
+ # Assert
+ mock_dataset_service_dependencies["check_permission"].assert_called_once_with(dataset, user)
+ mock_dataset_service_dependencies[
+ "db_session"
+ ].query.return_value.filter_by.return_value.update.assert_called_once()
+ mock_dataset_service_dependencies["db_session"].commit.assert_called_once()
+ assert result == dataset
+
+ def test_update_dataset_not_found_error(self, mock_dataset_service_dependencies):
+ """Test error when updating non-existent dataset."""
+ # Arrange
+ mock_dataset_service_dependencies["get_dataset"].return_value = None
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ # Act & Assert
+ with pytest.raises(ValueError) as context:
+ DatasetService.update_dataset("non-existent", {}, user)
+
+ assert "Dataset not found" in str(context.value)
+
+ def test_update_dataset_duplicate_name_error(self, mock_dataset_service_dependencies):
+ """Test error when updating dataset to duplicate name."""
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock()
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+ mock_dataset_service_dependencies["has_dataset_same_name"].return_value = True
+
+ user = DatasetServiceTestDataFactory.create_account_mock()
+ update_data = {"name": "duplicate_name"}
+
+ # Act & Assert
+ with pytest.raises(ValueError) as context:
+ DatasetService.update_dataset("dataset-123", update_data, user)
+
+ assert "Dataset name already exists" in str(context.value)
+
+ def test_update_indexing_technique_to_economy(
+ self, mock_dataset_service_dependencies, mock_internal_provider_dependencies
+ ):
+ """Test updating indexing technique from high_quality to economy."""
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(
+ provider="vendor", indexing_technique="high_quality"
+ )
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ update_data = {"indexing_technique": "economy", "retrieval_model": "new_model"}
+ mock_dataset_service_dependencies["has_dataset_same_name"].return_value = False
+
+ # Act
+ result = DatasetService.update_dataset("dataset-123", update_data, user)
+
+ # Assert
+ mock_dataset_service_dependencies[
+ "db_session"
+ ].query.return_value.filter_by.return_value.update.assert_called_once()
+ # Verify embedding model fields are cleared
+ call_args = mock_dataset_service_dependencies[
+ "db_session"
+ ].query.return_value.filter_by.return_value.update.call_args[0][0]
+ assert call_args["embedding_model"] is None
+ assert call_args["embedding_model_provider"] is None
+ assert call_args["collection_binding_id"] is None
+ assert result == dataset
+
+ def test_update_indexing_technique_to_high_quality(
+ self, mock_dataset_service_dependencies, mock_internal_provider_dependencies
+ ):
+ """Test updating indexing technique from economy to high_quality."""
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(provider="vendor", indexing_technique="economy")
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ # Mock embedding model
+ embedding_model = DatasetServiceTestDataFactory.create_embedding_model_mock()
+ mock_internal_provider_dependencies[
+ "model_manager"
+ ].return_value.get_model_instance.return_value = embedding_model
+
+ # Mock collection binding
+ binding = DatasetServiceTestDataFactory.create_collection_binding_mock()
+ mock_internal_provider_dependencies["get_binding"].return_value = binding
+
+ update_data = {
+ "indexing_technique": "high_quality",
+ "embedding_model_provider": "openai",
+ "embedding_model": "text-embedding-ada-002",
+ "retrieval_model": "new_model",
+ }
+ mock_dataset_service_dependencies["has_dataset_same_name"].return_value = False
+
+ # Act
+ result = DatasetService.update_dataset("dataset-123", update_data, user)
+
+ # Assert
+ mock_internal_provider_dependencies["model_manager"].return_value.get_model_instance.assert_called_once()
+ mock_internal_provider_dependencies["get_binding"].assert_called_once()
+ mock_internal_provider_dependencies["task"].delay.assert_called_once()
+ call_args = mock_internal_provider_dependencies["task"].delay.call_args[0]
+ assert call_args[0] == "dataset-123"
+ assert call_args[1] == "add"
+
+ # Verify return value
+ assert result == dataset
+
+ # Note: External dataset update test removed due to Flask app context complexity in unit tests
+ # External dataset functionality is covered by integration tests
+
+ def test_update_external_dataset_missing_knowledge_id_error(self, mock_dataset_service_dependencies):
+ """Test error when external knowledge id is missing."""
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(provider="external")
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+
+ user = DatasetServiceTestDataFactory.create_account_mock()
+ update_data = {"name": "new_name", "external_knowledge_api_id": "api_id"}
+ mock_dataset_service_dependencies["has_dataset_same_name"].return_value = False
+
+ # Act & Assert
+ with pytest.raises(ValueError) as context:
+ DatasetService.update_dataset("dataset-123", update_data, user)
+
+ assert "External knowledge id is required" in str(context.value)
+
+
+# ==================== Dataset Deletion Tests ====================
+
+
+class TestDatasetServiceDeleteDataset:
+ """
+ Comprehensive unit tests for dataset deletion with cascade operations.
+
+ Covers:
+ - Normal dataset deletion with documents
+ - Empty dataset deletion (no documents)
+ - Dataset deletion with partial None values
+ - Permission checks
+ - Event handling for cascade operations
+
+ Dataset deletion is a critical operation that triggers cascade cleanup:
+ - Documents and segments are removed from vector database
+ - File storage is cleaned up
+ - Related bindings and metadata are deleted
+ - The dataset_was_deleted event notifies listeners for cleanup
+ """
+
+ @pytest.fixture
+ def mock_dataset_service_dependencies(self):
+ """
+ Common mock setup for dataset deletion dependencies.
+
+ Patches:
+ - get_dataset: Retrieves the dataset to delete
+ - check_dataset_permission: Verifies user has delete permission
+ - db.session: Database operations (delete, commit)
+ - dataset_was_deleted: Signal/event for cascade cleanup operations
+
+ The dataset_was_deleted signal is crucial - it triggers cleanup handlers
+ that remove vector embeddings, files, and related data.
+ """
+ with (
+ patch("services.dataset_service.DatasetService.get_dataset") as mock_get_dataset,
+ patch("services.dataset_service.DatasetService.check_dataset_permission") as mock_check_perm,
+ patch("services.dataset_service.db.session") as mock_db,
+ patch("services.dataset_service.dataset_was_deleted") as mock_dataset_was_deleted,
+ ):
+ yield {
+ "get_dataset": mock_get_dataset,
+ "check_permission": mock_check_perm,
+ "db_session": mock_db,
+ "dataset_was_deleted": mock_dataset_was_deleted,
+ }
+
+ def test_delete_dataset_with_documents_success(self, mock_dataset_service_dependencies):
+ """Test successful deletion of a dataset with documents."""
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(
+ doc_form="text_model", indexing_technique="high_quality"
+ )
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+
+ # Act
+ result = DatasetService.delete_dataset(dataset.id, user)
+
+ # Assert
+ assert result is True
+ mock_dataset_service_dependencies["get_dataset"].assert_called_once_with(dataset.id)
+ mock_dataset_service_dependencies["check_permission"].assert_called_once_with(dataset, user)
+ mock_dataset_service_dependencies["dataset_was_deleted"].send.assert_called_once_with(dataset)
+ mock_dataset_service_dependencies["db_session"].delete.assert_called_once_with(dataset)
+ mock_dataset_service_dependencies["db_session"].commit.assert_called_once()
+
+ def test_delete_empty_dataset_success(self, mock_dataset_service_dependencies):
+ """
+ Test successful deletion of an empty dataset (no documents, doc_form is None).
+
+ Empty datasets are created but never had documents uploaded. They have:
+ - doc_form = None (no document format configured)
+ - indexing_technique = None (no indexing method set)
+
+ This test ensures empty datasets can be deleted without errors.
+ The event handler should gracefully skip cleanup operations when
+ there's no actual data to clean up.
+
+ This test provides regression protection for issue #27073 where
+ deleting empty datasets caused internal server errors.
+ """
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(doc_form=None, indexing_technique=None)
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+
+ # Act
+ result = DatasetService.delete_dataset(dataset.id, user)
+
+ # Assert - Verify complete deletion flow
+ assert result is True
+ mock_dataset_service_dependencies["get_dataset"].assert_called_once_with(dataset.id)
+ mock_dataset_service_dependencies["check_permission"].assert_called_once_with(dataset, user)
+ # Event is sent even for empty datasets - handlers check for None values
+ mock_dataset_service_dependencies["dataset_was_deleted"].send.assert_called_once_with(dataset)
+ mock_dataset_service_dependencies["db_session"].delete.assert_called_once_with(dataset)
+ mock_dataset_service_dependencies["db_session"].commit.assert_called_once()
+
+ def test_delete_dataset_not_found(self, mock_dataset_service_dependencies):
+ """Test deletion attempt when dataset doesn't exist."""
+ # Arrange
+ dataset_id = "non-existent-dataset"
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ mock_dataset_service_dependencies["get_dataset"].return_value = None
+
+ # Act
+ result = DatasetService.delete_dataset(dataset_id, user)
+
+ # Assert
+ assert result is False
+ mock_dataset_service_dependencies["get_dataset"].assert_called_once_with(dataset_id)
+ mock_dataset_service_dependencies["check_permission"].assert_not_called()
+ mock_dataset_service_dependencies["dataset_was_deleted"].send.assert_not_called()
+ mock_dataset_service_dependencies["db_session"].delete.assert_not_called()
+ mock_dataset_service_dependencies["db_session"].commit.assert_not_called()
+
+ def test_delete_dataset_with_partial_none_values(self, mock_dataset_service_dependencies):
+ """Test deletion of dataset with partial None values (doc_form exists but indexing_technique is None)."""
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(doc_form="text_model", indexing_technique=None)
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+
+ # Act
+ result = DatasetService.delete_dataset(dataset.id, user)
+
+ # Assert
+ assert result is True
+ mock_dataset_service_dependencies["dataset_was_deleted"].send.assert_called_once_with(dataset)
+ mock_dataset_service_dependencies["db_session"].delete.assert_called_once_with(dataset)
+ mock_dataset_service_dependencies["db_session"].commit.assert_called_once()
+
+
+# ==================== Document Indexing Logic Tests ====================
+
+
+class TestDatasetServiceDocumentIndexing:
+ """
+ Comprehensive unit tests for document indexing logic.
+
+ Covers:
+ - Document indexing status transitions
+ - Pause/resume document indexing
+ - Retry document indexing
+ - Sync website document indexing
+ - Document indexing task triggering
+
+ Document indexing is an async process with multiple stages:
+ 1. waiting: Document queued for processing
+ 2. parsing: Extracting text from file
+ 3. cleaning: Removing unwanted content
+ 4. splitting: Breaking into chunks
+ 5. indexing: Creating embeddings and storing in vector DB
+ 6. completed: Successfully indexed
+ 7. error: Failed at some stage
+
+ Users can pause/resume indexing or retry failed documents.
+ """
+
+ @pytest.fixture
+ def mock_document_service_dependencies(self):
+ """
+ Common mock setup for document service dependencies.
+
+ Patches:
+ - redis_client: Caches indexing state and prevents concurrent operations
+ - db.session: Database operations for document status updates
+ - current_user: User context for tracking who paused/resumed
+
+ Redis is used to:
+ - Store pause flags (document_{id}_is_paused)
+ - Prevent duplicate retry operations (document_{id}_is_retried)
+ - Track active indexing operations (document_{id}_indexing)
+ """
+ with (
+ patch("services.dataset_service.redis_client") as mock_redis,
+ patch("services.dataset_service.db.session") as mock_db,
+ patch("services.dataset_service.current_user") as mock_current_user,
+ ):
+ mock_current_user.id = "user-123"
+ yield {
+ "redis_client": mock_redis,
+ "db_session": mock_db,
+ "current_user": mock_current_user,
+ }
+
+ def test_pause_document_success(self, mock_document_service_dependencies):
+ """
+ Test successful pause of document indexing.
+
+ Pausing allows users to temporarily stop indexing without canceling it.
+ This is useful when:
+ - System resources are needed elsewhere
+ - User wants to modify document settings before continuing
+ - Indexing is taking too long and needs to be deferred
+
+ When paused:
+ - is_paused flag is set to True
+ - paused_by and paused_at are recorded
+ - Redis flag prevents indexing worker from processing
+ - Document remains in current indexing stage
+ """
+ # Arrange
+ document = DatasetServiceTestDataFactory.create_document_mock(indexing_status="indexing")
+ mock_db = mock_document_service_dependencies["db_session"]
+ mock_redis = mock_document_service_dependencies["redis_client"]
+
+ # Act
+ from services.dataset_service import DocumentService
+
+ DocumentService.pause_document(document)
+
+ # Assert - Verify pause state is persisted
+ assert document.is_paused is True
+ mock_db.add.assert_called_once_with(document)
+ mock_db.commit.assert_called_once()
+ # setnx (set if not exists) prevents race conditions
+ mock_redis.setnx.assert_called_once()
+
+ def test_pause_document_invalid_status_error(self, mock_document_service_dependencies):
+ """Test error when pausing document with invalid status."""
+ # Arrange
+ document = DatasetServiceTestDataFactory.create_document_mock(indexing_status="completed")
+
+ # Act & Assert
+ from services.dataset_service import DocumentService
+ from services.errors.document import DocumentIndexingError
+
+ with pytest.raises(DocumentIndexingError):
+ DocumentService.pause_document(document)
+
+ def test_recover_document_success(self, mock_document_service_dependencies):
+ """Test successful recovery of paused document indexing."""
+ # Arrange
+ document = DatasetServiceTestDataFactory.create_document_mock(indexing_status="indexing", is_paused=True)
+ mock_db = mock_document_service_dependencies["db_session"]
+ mock_redis = mock_document_service_dependencies["redis_client"]
+
+ # Act
+ with patch("services.dataset_service.recover_document_indexing_task") as mock_task:
+ from services.dataset_service import DocumentService
+
+ DocumentService.recover_document(document)
+
+ # Assert
+ assert document.is_paused is False
+ mock_db.add.assert_called_once_with(document)
+ mock_db.commit.assert_called_once()
+ mock_redis.delete.assert_called_once()
+ mock_task.delay.assert_called_once_with(document.dataset_id, document.id)
+
+ def test_retry_document_indexing_success(self, mock_document_service_dependencies):
+ """Test successful retry of document indexing."""
+ # Arrange
+ dataset_id = "dataset-123"
+ documents = [
+ DatasetServiceTestDataFactory.create_document_mock(document_id="doc-1", indexing_status="error"),
+ DatasetServiceTestDataFactory.create_document_mock(document_id="doc-2", indexing_status="error"),
+ ]
+ mock_db = mock_document_service_dependencies["db_session"]
+ mock_redis = mock_document_service_dependencies["redis_client"]
+ mock_redis.get.return_value = None
+
+ # Act
+ with patch("services.dataset_service.retry_document_indexing_task") as mock_task:
+ from services.dataset_service import DocumentService
+
+ DocumentService.retry_document(dataset_id, documents)
+
+ # Assert
+ for doc in documents:
+ assert doc.indexing_status == "waiting"
+ assert mock_db.add.call_count == len(documents)
+ # Commit is called once per document
+ assert mock_db.commit.call_count == len(documents)
+ mock_task.delay.assert_called_once()
+
+
+# ==================== Retrieval Configuration Tests ====================
+
+
+class TestDatasetServiceRetrievalConfiguration:
+ """
+ Comprehensive unit tests for retrieval configuration.
+
+ Covers:
+ - Retrieval model configuration
+ - Search method configuration
+ - Top-k and score threshold settings
+ - Reranking model configuration
+
+ Retrieval configuration controls how documents are searched and ranked:
+
+ Search Methods:
+ - semantic_search: Uses vector similarity (cosine distance)
+ - full_text_search: Uses keyword matching (BM25)
+ - hybrid_search: Combines both methods with weighted scores
+
+ Parameters:
+ - top_k: Number of results to return (default: 2-10)
+ - score_threshold: Minimum similarity score (0.0-1.0)
+ - reranking_enable: Whether to use reranking model for better results
+
+ Reranking:
+ After initial retrieval, a reranking model (e.g., Cohere rerank) can
+ reorder results for better relevance. This is more accurate but slower.
+ """
+
+ @pytest.fixture
+ def mock_dataset_service_dependencies(self):
+ """
+ Common mock setup for retrieval configuration tests.
+
+ Patches:
+ - get_dataset: Retrieves dataset with retrieval configuration
+ - db.session: Database operations for configuration updates
+ """
+ with (
+ patch("services.dataset_service.DatasetService.get_dataset") as mock_get_dataset,
+ patch("services.dataset_service.db.session") as mock_db,
+ ):
+ yield {
+ "get_dataset": mock_get_dataset,
+ "db_session": mock_db,
+ }
+
+ def test_get_dataset_retrieval_configuration(self, mock_dataset_service_dependencies):
+ """Test retrieving dataset with retrieval configuration."""
+ # Arrange
+ dataset_id = "dataset-123"
+ retrieval_model_config = {
+ "search_method": "semantic_search",
+ "top_k": 5,
+ "score_threshold": 0.5,
+ "reranking_enable": True,
+ }
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(
+ dataset_id=dataset_id, retrieval_model=retrieval_model_config
+ )
+
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+
+ # Act
+ result = DatasetService.get_dataset(dataset_id)
+
+ # Assert
+ assert result is not None
+ assert result.retrieval_model == retrieval_model_config
+ assert result.retrieval_model["search_method"] == "semantic_search"
+ assert result.retrieval_model["top_k"] == 5
+ assert result.retrieval_model["score_threshold"] == 0.5
+
+ def test_update_dataset_retrieval_configuration(self, mock_dataset_service_dependencies):
+ """Test updating dataset retrieval configuration."""
+ # Arrange
+ dataset = DatasetServiceTestDataFactory.create_dataset_mock(
+ provider="vendor",
+ indexing_technique="high_quality",
+ retrieval_model={"search_method": "semantic_search", "top_k": 2},
+ )
+
+ with (
+ patch("services.dataset_service.DatasetService._has_dataset_same_name") as mock_has_same_name,
+ patch("services.dataset_service.DatasetService.check_dataset_permission") as mock_check_perm,
+ patch("services.dataset_service.naive_utc_now") as mock_time,
+ patch(
+ "services.dataset_service.DatasetService._update_pipeline_knowledge_base_node_data"
+ ) as mock_update_pipeline,
+ ):
+ mock_dataset_service_dependencies["get_dataset"].return_value = dataset
+ mock_has_same_name.return_value = False
+ mock_time.return_value = "2024-01-01T00:00:00"
+
+ user = DatasetServiceTestDataFactory.create_account_mock()
+
+ new_retrieval_config = {
+ "search_method": "full_text_search",
+ "top_k": 10,
+ "score_threshold": 0.7,
+ }
+
+ update_data = {
+ "indexing_technique": "high_quality",
+ "retrieval_model": new_retrieval_config,
+ }
+
+ # Act
+ result = DatasetService.update_dataset("dataset-123", update_data, user)
+
+ # Assert
+ mock_dataset_service_dependencies[
+ "db_session"
+ ].query.return_value.filter_by.return_value.update.assert_called_once()
+ call_args = mock_dataset_service_dependencies[
+ "db_session"
+ ].query.return_value.filter_by.return_value.update.call_args[0][0]
+ assert call_args["retrieval_model"] == new_retrieval_config
+ assert result == dataset
+
+ def test_create_dataset_with_retrieval_model_and_reranking(self, mock_dataset_service_dependencies):
+ """Test creating dataset with retrieval model and reranking configuration."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetServiceTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Dataset with Reranking"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock retrieval model with reranking
+ retrieval_model = Mock(spec=RetrievalModel)
+ retrieval_model.model_dump.return_value = {
+ "search_method": "semantic_search",
+ "top_k": 3,
+ "score_threshold": 0.6,
+ "reranking_enable": True,
+ }
+ reranking_model = Mock()
+ reranking_model.reranking_provider_name = "cohere"
+ reranking_model.reranking_model_name = "rerank-english-v2.0"
+ retrieval_model.reranking_model = reranking_model
+
+ # Mock model manager
+ embedding_model = DatasetServiceTestDataFactory.create_embedding_model_mock()
+ mock_model_manager_instance = Mock()
+ mock_model_manager_instance.get_default_model_instance.return_value = embedding_model
+
+ with (
+ patch("services.dataset_service.ModelManager") as mock_model_manager,
+ patch("services.dataset_service.DatasetService.check_embedding_model_setting") as mock_check_embedding,
+ patch("services.dataset_service.DatasetService.check_reranking_model_setting") as mock_check_reranking,
+ ):
+ mock_model_manager.return_value = mock_model_manager_instance
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique="high_quality",
+ account=account,
+ retrieval_model=retrieval_model,
+ )
+
+ # Assert
+ assert result.retrieval_model == retrieval_model.model_dump()
+ mock_check_reranking.assert_called_once_with(tenant_id, "cohere", "rerank-english-v2.0")
+ mock_db.commit.assert_called_once()
diff --git a/api/tests/unit_tests/services/test_dataset_service_create_dataset.py b/api/tests/unit_tests/services/test_dataset_service_create_dataset.py
new file mode 100644
index 0000000000..4d63c5f911
--- /dev/null
+++ b/api/tests/unit_tests/services/test_dataset_service_create_dataset.py
@@ -0,0 +1,819 @@
+"""
+Comprehensive unit tests for DatasetService creation methods.
+
+This test suite covers:
+- create_empty_dataset for internal datasets
+- create_empty_dataset for external datasets
+- create_empty_rag_pipeline_dataset
+- Error conditions and edge cases
+"""
+
+from unittest.mock import Mock, create_autospec, patch
+from uuid import uuid4
+
+import pytest
+
+from core.model_runtime.entities.model_entities import ModelType
+from models.account import Account
+from models.dataset import Dataset, Pipeline
+from services.dataset_service import DatasetService
+from services.entities.knowledge_entities.knowledge_entities import RetrievalModel
+from services.entities.knowledge_entities.rag_pipeline_entities import (
+ IconInfo,
+ RagPipelineDatasetCreateEntity,
+)
+from services.errors.dataset import DatasetNameDuplicateError
+
+
+class DatasetCreateTestDataFactory:
+ """Factory class for creating test data and mock objects for dataset creation tests."""
+
+ @staticmethod
+ def create_account_mock(
+ account_id: str = "account-123",
+ tenant_id: str = "tenant-123",
+ **kwargs,
+ ) -> Mock:
+ """Create a mock account."""
+ account = create_autospec(Account, instance=True)
+ account.id = account_id
+ account.current_tenant_id = tenant_id
+ for key, value in kwargs.items():
+ setattr(account, key, value)
+ return account
+
+ @staticmethod
+ def create_embedding_model_mock(model: str = "text-embedding-ada-002", provider: str = "openai") -> Mock:
+ """Create a mock embedding model."""
+ embedding_model = Mock()
+ embedding_model.model = model
+ embedding_model.provider = provider
+ return embedding_model
+
+ @staticmethod
+ def create_retrieval_model_mock() -> Mock:
+ """Create a mock retrieval model."""
+ retrieval_model = Mock(spec=RetrievalModel)
+ retrieval_model.model_dump.return_value = {
+ "search_method": "semantic_search",
+ "top_k": 2,
+ "score_threshold": 0.0,
+ }
+ retrieval_model.reranking_model = None
+ return retrieval_model
+
+ @staticmethod
+ def create_external_knowledge_api_mock(api_id: str = "api-123", **kwargs) -> Mock:
+ """Create a mock external knowledge API."""
+ api = Mock()
+ api.id = api_id
+ for key, value in kwargs.items():
+ setattr(api, key, value)
+ return api
+
+ @staticmethod
+ def create_dataset_mock(
+ dataset_id: str = "dataset-123",
+ name: str = "Test Dataset",
+ tenant_id: str = "tenant-123",
+ **kwargs,
+ ) -> Mock:
+ """Create a mock dataset."""
+ dataset = create_autospec(Dataset, instance=True)
+ dataset.id = dataset_id
+ dataset.name = name
+ dataset.tenant_id = tenant_id
+ for key, value in kwargs.items():
+ setattr(dataset, key, value)
+ return dataset
+
+ @staticmethod
+ def create_pipeline_mock(
+ pipeline_id: str = "pipeline-123",
+ name: str = "Test Pipeline",
+ **kwargs,
+ ) -> Mock:
+ """Create a mock pipeline."""
+ pipeline = Mock(spec=Pipeline)
+ pipeline.id = pipeline_id
+ pipeline.name = name
+ for key, value in kwargs.items():
+ setattr(pipeline, key, value)
+ return pipeline
+
+
+class TestDatasetServiceCreateEmptyDataset:
+ """
+ Comprehensive unit tests for DatasetService.create_empty_dataset method.
+
+ This test suite covers:
+ - Internal dataset creation (vendor provider)
+ - External dataset creation
+ - High quality indexing technique with embedding models
+ - Economy indexing technique
+ - Retrieval model configuration
+ - Error conditions (duplicate names, missing external knowledge IDs)
+ """
+
+ @pytest.fixture
+ def mock_dataset_service_dependencies(self):
+ """Common mock setup for dataset service dependencies."""
+ with (
+ patch("services.dataset_service.db.session") as mock_db,
+ patch("services.dataset_service.ModelManager") as mock_model_manager,
+ patch("services.dataset_service.DatasetService.check_embedding_model_setting") as mock_check_embedding,
+ patch("services.dataset_service.DatasetService.check_reranking_model_setting") as mock_check_reranking,
+ patch("services.dataset_service.ExternalDatasetService") as mock_external_service,
+ ):
+ yield {
+ "db_session": mock_db,
+ "model_manager": mock_model_manager,
+ "check_embedding": mock_check_embedding,
+ "check_reranking": mock_check_reranking,
+ "external_service": mock_external_service,
+ }
+
+ # ==================== Internal Dataset Creation Tests ====================
+
+ def test_create_internal_dataset_basic_success(self, mock_dataset_service_dependencies):
+ """Test successful creation of basic internal dataset."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Test Dataset"
+ description = "Test description"
+
+ # Mock database query to return None (no duplicate name)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock database session operations
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=description,
+ indexing_technique=None,
+ account=account,
+ )
+
+ # Assert
+ assert result is not None
+ assert result.name == name
+ assert result.description == description
+ assert result.tenant_id == tenant_id
+ assert result.created_by == account.id
+ assert result.updated_by == account.id
+ assert result.provider == "vendor"
+ assert result.permission == "only_me"
+ mock_db.add.assert_called_once()
+ mock_db.commit.assert_called_once()
+
+ def test_create_internal_dataset_with_economy_indexing(self, mock_dataset_service_dependencies):
+ """Test successful creation of internal dataset with economy indexing."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Economy Dataset"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique="economy",
+ account=account,
+ )
+
+ # Assert
+ assert result.indexing_technique == "economy"
+ assert result.embedding_model_provider is None
+ assert result.embedding_model is None
+ mock_db.commit.assert_called_once()
+
+ def test_create_internal_dataset_with_high_quality_indexing_default_embedding(
+ self, mock_dataset_service_dependencies
+ ):
+ """Test creation with high_quality indexing using default embedding model."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "High Quality Dataset"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock model manager
+ embedding_model = DatasetCreateTestDataFactory.create_embedding_model_mock()
+ mock_model_manager_instance = Mock()
+ mock_model_manager_instance.get_default_model_instance.return_value = embedding_model
+ mock_dataset_service_dependencies["model_manager"].return_value = mock_model_manager_instance
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique="high_quality",
+ account=account,
+ )
+
+ # Assert
+ assert result.indexing_technique == "high_quality"
+ assert result.embedding_model_provider == embedding_model.provider
+ assert result.embedding_model == embedding_model.model
+ mock_model_manager_instance.get_default_model_instance.assert_called_once_with(
+ tenant_id=tenant_id, model_type=ModelType.TEXT_EMBEDDING
+ )
+ mock_db.commit.assert_called_once()
+
+ def test_create_internal_dataset_with_high_quality_indexing_custom_embedding(
+ self, mock_dataset_service_dependencies
+ ):
+ """Test creation with high_quality indexing using custom embedding model."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Custom Embedding Dataset"
+ embedding_provider = "openai"
+ embedding_model_name = "text-embedding-3-small"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock model manager
+ embedding_model = DatasetCreateTestDataFactory.create_embedding_model_mock(
+ model=embedding_model_name, provider=embedding_provider
+ )
+ mock_model_manager_instance = Mock()
+ mock_model_manager_instance.get_model_instance.return_value = embedding_model
+ mock_dataset_service_dependencies["model_manager"].return_value = mock_model_manager_instance
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique="high_quality",
+ account=account,
+ embedding_model_provider=embedding_provider,
+ embedding_model_name=embedding_model_name,
+ )
+
+ # Assert
+ assert result.indexing_technique == "high_quality"
+ assert result.embedding_model_provider == embedding_provider
+ assert result.embedding_model == embedding_model_name
+ mock_dataset_service_dependencies["check_embedding"].assert_called_once_with(
+ tenant_id, embedding_provider, embedding_model_name
+ )
+ mock_model_manager_instance.get_model_instance.assert_called_once_with(
+ tenant_id=tenant_id,
+ provider=embedding_provider,
+ model_type=ModelType.TEXT_EMBEDDING,
+ model=embedding_model_name,
+ )
+ mock_db.commit.assert_called_once()
+
+ def test_create_internal_dataset_with_retrieval_model(self, mock_dataset_service_dependencies):
+ """Test creation with retrieval model configuration."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Retrieval Model Dataset"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock retrieval model
+ retrieval_model = DatasetCreateTestDataFactory.create_retrieval_model_mock()
+ retrieval_model_dict = {"search_method": "semantic_search", "top_k": 2, "score_threshold": 0.0}
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique=None,
+ account=account,
+ retrieval_model=retrieval_model,
+ )
+
+ # Assert
+ assert result.retrieval_model == retrieval_model_dict
+ retrieval_model.model_dump.assert_called_once()
+ mock_db.commit.assert_called_once()
+
+ def test_create_internal_dataset_with_retrieval_model_reranking(self, mock_dataset_service_dependencies):
+ """Test creation with retrieval model that includes reranking."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Reranking Dataset"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock model manager
+ embedding_model = DatasetCreateTestDataFactory.create_embedding_model_mock()
+ mock_model_manager_instance = Mock()
+ mock_model_manager_instance.get_default_model_instance.return_value = embedding_model
+ mock_dataset_service_dependencies["model_manager"].return_value = mock_model_manager_instance
+
+ # Mock retrieval model with reranking
+ reranking_model = Mock()
+ reranking_model.reranking_provider_name = "cohere"
+ reranking_model.reranking_model_name = "rerank-english-v3.0"
+
+ retrieval_model = DatasetCreateTestDataFactory.create_retrieval_model_mock()
+ retrieval_model.reranking_model = reranking_model
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique="high_quality",
+ account=account,
+ retrieval_model=retrieval_model,
+ )
+
+ # Assert
+ mock_dataset_service_dependencies["check_reranking"].assert_called_once_with(
+ tenant_id, "cohere", "rerank-english-v3.0"
+ )
+ mock_db.commit.assert_called_once()
+
+ def test_create_internal_dataset_with_custom_permission(self, mock_dataset_service_dependencies):
+ """Test creation with custom permission setting."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Custom Permission Dataset"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique=None,
+ account=account,
+ permission="all_team_members",
+ )
+
+ # Assert
+ assert result.permission == "all_team_members"
+ mock_db.commit.assert_called_once()
+
+ # ==================== External Dataset Creation Tests ====================
+
+ def test_create_external_dataset_success(self, mock_dataset_service_dependencies):
+ """Test successful creation of external dataset."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "External Dataset"
+ external_api_id = "external-api-123"
+ external_knowledge_id = "external-knowledge-456"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock external knowledge API
+ external_api = DatasetCreateTestDataFactory.create_external_knowledge_api_mock(api_id=external_api_id)
+ mock_dataset_service_dependencies["external_service"].get_external_knowledge_api.return_value = external_api
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Act
+ result = DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique=None,
+ account=account,
+ provider="external",
+ external_knowledge_api_id=external_api_id,
+ external_knowledge_id=external_knowledge_id,
+ )
+
+ # Assert
+ assert result.provider == "external"
+ assert mock_db.add.call_count == 2 # Dataset + ExternalKnowledgeBindings
+ mock_dataset_service_dependencies["external_service"].get_external_knowledge_api.assert_called_once_with(
+ external_api_id
+ )
+ mock_db.commit.assert_called_once()
+
+ def test_create_external_dataset_missing_api_id_error(self, mock_dataset_service_dependencies):
+ """Test error when external knowledge API is not found."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "External Dataset"
+ external_api_id = "non-existent-api"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock external knowledge API not found
+ mock_dataset_service_dependencies["external_service"].get_external_knowledge_api.return_value = None
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="External API template not found"):
+ DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique=None,
+ account=account,
+ provider="external",
+ external_knowledge_api_id=external_api_id,
+ external_knowledge_id="knowledge-123",
+ )
+
+ def test_create_external_dataset_missing_knowledge_id_error(self, mock_dataset_service_dependencies):
+ """Test error when external knowledge ID is missing."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "External Dataset"
+ external_api_id = "external-api-123"
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock external knowledge API
+ external_api = DatasetCreateTestDataFactory.create_external_knowledge_api_mock(api_id=external_api_id)
+ mock_dataset_service_dependencies["external_service"].get_external_knowledge_api.return_value = external_api
+
+ mock_db = mock_dataset_service_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="external_knowledge_id is required"):
+ DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique=None,
+ account=account,
+ provider="external",
+ external_knowledge_api_id=external_api_id,
+ external_knowledge_id=None,
+ )
+
+ # ==================== Error Handling Tests ====================
+
+ def test_create_dataset_duplicate_name_error(self, mock_dataset_service_dependencies):
+ """Test error when dataset name already exists."""
+ # Arrange
+ tenant_id = str(uuid4())
+ account = DatasetCreateTestDataFactory.create_account_mock(tenant_id=tenant_id)
+ name = "Duplicate Dataset"
+
+ # Mock database query to return existing dataset
+ existing_dataset = DatasetCreateTestDataFactory.create_dataset_mock(name=name)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = existing_dataset
+ mock_dataset_service_dependencies["db_session"].query.return_value = mock_query
+
+ # Act & Assert
+ with pytest.raises(DatasetNameDuplicateError, match=f"Dataset with name {name} already exists"):
+ DatasetService.create_empty_dataset(
+ tenant_id=tenant_id,
+ name=name,
+ description=None,
+ indexing_technique=None,
+ account=account,
+ )
+
+
+class TestDatasetServiceCreateEmptyRagPipelineDataset:
+ """
+ Comprehensive unit tests for DatasetService.create_empty_rag_pipeline_dataset method.
+
+ This test suite covers:
+ - RAG pipeline dataset creation with provided name
+ - RAG pipeline dataset creation with auto-generated name
+ - Pipeline creation
+ - Error conditions (duplicate names, missing current user)
+ """
+
+ @pytest.fixture
+ def mock_rag_pipeline_dependencies(self):
+ """Common mock setup for RAG pipeline dataset creation."""
+ with (
+ patch("services.dataset_service.db.session") as mock_db,
+ patch("services.dataset_service.current_user") as mock_current_user,
+ patch("services.dataset_service.generate_incremental_name") as mock_generate_name,
+ ):
+ # Configure mock_current_user to behave like a Flask-Login proxy
+ # Default: no user (falsy)
+ mock_current_user.id = None
+ yield {
+ "db_session": mock_db,
+ "current_user_mock": mock_current_user,
+ "generate_name": mock_generate_name,
+ }
+
+ def test_create_rag_pipeline_dataset_with_name_success(self, mock_rag_pipeline_dependencies):
+ """Test successful creation of RAG pipeline dataset with provided name."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+ name = "RAG Pipeline Dataset"
+ description = "RAG Pipeline Description"
+
+ # Mock current user - set up the mock to have id attribute accessible directly
+ mock_rag_pipeline_dependencies["current_user_mock"].id = user_id
+
+ # Mock database query (no duplicate name)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_rag_pipeline_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock database operations
+ mock_db = mock_rag_pipeline_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Create entity
+ icon_info = IconInfo(icon="📙", icon_background="#FFF4ED", icon_type="emoji")
+ entity = RagPipelineDatasetCreateEntity(
+ name=name,
+ description=description,
+ icon_info=icon_info,
+ permission="only_me",
+ )
+
+ # Act
+ result = DatasetService.create_empty_rag_pipeline_dataset(
+ tenant_id=tenant_id, rag_pipeline_dataset_create_entity=entity
+ )
+
+ # Assert
+ assert result is not None
+ assert result.name == name
+ assert result.description == description
+ assert result.tenant_id == tenant_id
+ assert result.created_by == user_id
+ assert result.provider == "vendor"
+ assert result.runtime_mode == "rag_pipeline"
+ assert result.permission == "only_me"
+ assert mock_db.add.call_count == 2 # Pipeline + Dataset
+ mock_db.commit.assert_called_once()
+
+ def test_create_rag_pipeline_dataset_with_auto_generated_name(self, mock_rag_pipeline_dependencies):
+ """Test creation of RAG pipeline dataset with auto-generated name."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+ auto_name = "Untitled 1"
+
+ # Mock current user - set up the mock to have id attribute accessible directly
+ mock_rag_pipeline_dependencies["current_user_mock"].id = user_id
+
+ # Mock database query (empty name, need to generate)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.all.return_value = []
+ mock_rag_pipeline_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock name generation
+ mock_rag_pipeline_dependencies["generate_name"].return_value = auto_name
+
+ # Mock database operations
+ mock_db = mock_rag_pipeline_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Create entity with empty name
+ icon_info = IconInfo(icon="📙", icon_background="#FFF4ED", icon_type="emoji")
+ entity = RagPipelineDatasetCreateEntity(
+ name="",
+ description="",
+ icon_info=icon_info,
+ permission="only_me",
+ )
+
+ # Act
+ result = DatasetService.create_empty_rag_pipeline_dataset(
+ tenant_id=tenant_id, rag_pipeline_dataset_create_entity=entity
+ )
+
+ # Assert
+ assert result.name == auto_name
+ mock_rag_pipeline_dependencies["generate_name"].assert_called_once()
+ mock_db.commit.assert_called_once()
+
+ def test_create_rag_pipeline_dataset_duplicate_name_error(self, mock_rag_pipeline_dependencies):
+ """Test error when RAG pipeline dataset name already exists."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+ name = "Duplicate RAG Dataset"
+
+ # Mock current user - set up the mock to have id attribute accessible directly
+ mock_rag_pipeline_dependencies["current_user_mock"].id = user_id
+
+ # Mock database query to return existing dataset
+ existing_dataset = DatasetCreateTestDataFactory.create_dataset_mock(name=name)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = existing_dataset
+ mock_rag_pipeline_dependencies["db_session"].query.return_value = mock_query
+
+ # Create entity
+ icon_info = IconInfo(icon="📙", icon_background="#FFF4ED", icon_type="emoji")
+ entity = RagPipelineDatasetCreateEntity(
+ name=name,
+ description="",
+ icon_info=icon_info,
+ permission="only_me",
+ )
+
+ # Act & Assert
+ with pytest.raises(DatasetNameDuplicateError, match=f"Dataset with name {name} already exists"):
+ DatasetService.create_empty_rag_pipeline_dataset(
+ tenant_id=tenant_id, rag_pipeline_dataset_create_entity=entity
+ )
+
+ def test_create_rag_pipeline_dataset_missing_current_user_error(self, mock_rag_pipeline_dependencies):
+ """Test error when current user is not available."""
+ # Arrange
+ tenant_id = str(uuid4())
+
+ # Mock current user as None - set id to None so the check fails
+ mock_rag_pipeline_dependencies["current_user_mock"].id = None
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_rag_pipeline_dependencies["db_session"].query.return_value = mock_query
+
+ # Create entity
+ icon_info = IconInfo(icon="📙", icon_background="#FFF4ED", icon_type="emoji")
+ entity = RagPipelineDatasetCreateEntity(
+ name="Test Dataset",
+ description="",
+ icon_info=icon_info,
+ permission="only_me",
+ )
+
+ # Act & Assert
+ with pytest.raises(ValueError, match="Current user or current user id not found"):
+ DatasetService.create_empty_rag_pipeline_dataset(
+ tenant_id=tenant_id, rag_pipeline_dataset_create_entity=entity
+ )
+
+ def test_create_rag_pipeline_dataset_with_custom_permission(self, mock_rag_pipeline_dependencies):
+ """Test creation with custom permission setting."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+ name = "Custom Permission RAG Dataset"
+
+ # Mock current user - set up the mock to have id attribute accessible directly
+ mock_rag_pipeline_dependencies["current_user_mock"].id = user_id
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_rag_pipeline_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock database operations
+ mock_db = mock_rag_pipeline_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Create entity
+ icon_info = IconInfo(icon="📙", icon_background="#FFF4ED", icon_type="emoji")
+ entity = RagPipelineDatasetCreateEntity(
+ name=name,
+ description="",
+ icon_info=icon_info,
+ permission="all_team",
+ )
+
+ # Act
+ result = DatasetService.create_empty_rag_pipeline_dataset(
+ tenant_id=tenant_id, rag_pipeline_dataset_create_entity=entity
+ )
+
+ # Assert
+ assert result.permission == "all_team"
+ mock_db.commit.assert_called_once()
+
+ def test_create_rag_pipeline_dataset_with_icon_info(self, mock_rag_pipeline_dependencies):
+ """Test creation with icon info configuration."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = str(uuid4())
+ name = "Icon Info RAG Dataset"
+
+ # Mock current user - set up the mock to have id attribute accessible directly
+ mock_rag_pipeline_dependencies["current_user_mock"].id = user_id
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_rag_pipeline_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock database operations
+ mock_db = mock_rag_pipeline_dependencies["db_session"]
+ mock_db.add = Mock()
+ mock_db.flush = Mock()
+ mock_db.commit = Mock()
+
+ # Create entity with icon info
+ icon_info = IconInfo(
+ icon="📚",
+ icon_background="#E8F5E9",
+ icon_type="emoji",
+ icon_url="https://example.com/icon.png",
+ )
+ entity = RagPipelineDatasetCreateEntity(
+ name=name,
+ description="",
+ icon_info=icon_info,
+ permission="only_me",
+ )
+
+ # Act
+ result = DatasetService.create_empty_rag_pipeline_dataset(
+ tenant_id=tenant_id, rag_pipeline_dataset_create_entity=entity
+ )
+
+ # Assert
+ assert result.icon_info == icon_info.model_dump()
+ mock_db.commit.assert_called_once()
diff --git a/api/tests/unit_tests/services/test_dataset_service_retrieval.py b/api/tests/unit_tests/services/test_dataset_service_retrieval.py
new file mode 100644
index 0000000000..caf02c159f
--- /dev/null
+++ b/api/tests/unit_tests/services/test_dataset_service_retrieval.py
@@ -0,0 +1,746 @@
+"""
+Comprehensive unit tests for DatasetService retrieval/list methods.
+
+This test suite covers:
+- get_datasets - pagination, search, filtering, permissions
+- get_dataset - single dataset retrieval
+- get_datasets_by_ids - bulk retrieval
+- get_process_rules - dataset processing rules
+- get_dataset_queries - dataset query history
+- get_related_apps - apps using the dataset
+"""
+
+from unittest.mock import Mock, create_autospec, patch
+from uuid import uuid4
+
+import pytest
+
+from models.account import Account, TenantAccountRole
+from models.dataset import (
+ AppDatasetJoin,
+ Dataset,
+ DatasetPermission,
+ DatasetPermissionEnum,
+ DatasetProcessRule,
+ DatasetQuery,
+)
+from services.dataset_service import DatasetService, DocumentService
+
+
+class DatasetRetrievalTestDataFactory:
+ """Factory class for creating test data and mock objects for dataset retrieval tests."""
+
+ @staticmethod
+ def create_dataset_mock(
+ dataset_id: str = "dataset-123",
+ name: str = "Test Dataset",
+ tenant_id: str = "tenant-123",
+ created_by: str = "user-123",
+ permission: DatasetPermissionEnum = DatasetPermissionEnum.ONLY_ME,
+ **kwargs,
+ ) -> Mock:
+ """Create a mock dataset with specified attributes."""
+ dataset = Mock(spec=Dataset)
+ dataset.id = dataset_id
+ dataset.name = name
+ dataset.tenant_id = tenant_id
+ dataset.created_by = created_by
+ dataset.permission = permission
+ for key, value in kwargs.items():
+ setattr(dataset, key, value)
+ return dataset
+
+ @staticmethod
+ def create_account_mock(
+ account_id: str = "account-123",
+ tenant_id: str = "tenant-123",
+ role: TenantAccountRole = TenantAccountRole.NORMAL,
+ **kwargs,
+ ) -> Mock:
+ """Create a mock account."""
+ account = create_autospec(Account, instance=True)
+ account.id = account_id
+ account.current_tenant_id = tenant_id
+ account.current_role = role
+ for key, value in kwargs.items():
+ setattr(account, key, value)
+ return account
+
+ @staticmethod
+ def create_dataset_permission_mock(
+ dataset_id: str = "dataset-123",
+ account_id: str = "account-123",
+ **kwargs,
+ ) -> Mock:
+ """Create a mock dataset permission."""
+ permission = Mock(spec=DatasetPermission)
+ permission.dataset_id = dataset_id
+ permission.account_id = account_id
+ for key, value in kwargs.items():
+ setattr(permission, key, value)
+ return permission
+
+ @staticmethod
+ def create_process_rule_mock(
+ dataset_id: str = "dataset-123",
+ mode: str = "automatic",
+ rules: dict | None = None,
+ **kwargs,
+ ) -> Mock:
+ """Create a mock dataset process rule."""
+ process_rule = Mock(spec=DatasetProcessRule)
+ process_rule.dataset_id = dataset_id
+ process_rule.mode = mode
+ process_rule.rules_dict = rules or {}
+ for key, value in kwargs.items():
+ setattr(process_rule, key, value)
+ return process_rule
+
+ @staticmethod
+ def create_dataset_query_mock(
+ dataset_id: str = "dataset-123",
+ query_id: str = "query-123",
+ **kwargs,
+ ) -> Mock:
+ """Create a mock dataset query."""
+ dataset_query = Mock(spec=DatasetQuery)
+ dataset_query.id = query_id
+ dataset_query.dataset_id = dataset_id
+ for key, value in kwargs.items():
+ setattr(dataset_query, key, value)
+ return dataset_query
+
+ @staticmethod
+ def create_app_dataset_join_mock(
+ app_id: str = "app-123",
+ dataset_id: str = "dataset-123",
+ **kwargs,
+ ) -> Mock:
+ """Create a mock app-dataset join."""
+ join = Mock(spec=AppDatasetJoin)
+ join.app_id = app_id
+ join.dataset_id = dataset_id
+ for key, value in kwargs.items():
+ setattr(join, key, value)
+ return join
+
+
+class TestDatasetServiceGetDatasets:
+ """
+ Comprehensive unit tests for DatasetService.get_datasets method.
+
+ This test suite covers:
+ - Pagination
+ - Search functionality
+ - Tag filtering
+ - Permission-based filtering (ONLY_ME, ALL_TEAM, PARTIAL_TEAM)
+ - Role-based filtering (OWNER, DATASET_OPERATOR, NORMAL)
+ - include_all flag
+ """
+
+ @pytest.fixture
+ def mock_dependencies(self):
+ """Common mock setup for get_datasets tests."""
+ with (
+ patch("services.dataset_service.db.session") as mock_db,
+ patch("services.dataset_service.db.paginate") as mock_paginate,
+ patch("services.dataset_service.TagService") as mock_tag_service,
+ ):
+ yield {
+ "db_session": mock_db,
+ "paginate": mock_paginate,
+ "tag_service": mock_tag_service,
+ }
+
+ # ==================== Basic Retrieval Tests ====================
+
+ def test_get_datasets_basic_pagination(self, mock_dependencies):
+ """Test basic pagination without user or filters."""
+ # Arrange
+ tenant_id = str(uuid4())
+ page = 1
+ per_page = 20
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(
+ dataset_id=f"dataset-{i}", name=f"Dataset {i}", tenant_id=tenant_id
+ )
+ for i in range(5)
+ ]
+ mock_paginate_result.total = 5
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page, per_page, tenant_id=tenant_id)
+
+ # Assert
+ assert len(datasets) == 5
+ assert total == 5
+ mock_dependencies["paginate"].assert_called_once()
+
+ def test_get_datasets_with_search(self, mock_dependencies):
+ """Test get_datasets with search keyword."""
+ # Arrange
+ tenant_id = str(uuid4())
+ page = 1
+ per_page = 20
+ search = "test"
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(
+ dataset_id="dataset-1", name="Test Dataset", tenant_id=tenant_id
+ )
+ ]
+ mock_paginate_result.total = 1
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page, per_page, tenant_id=tenant_id, search=search)
+
+ # Assert
+ assert len(datasets) == 1
+ assert total == 1
+ mock_dependencies["paginate"].assert_called_once()
+
+ def test_get_datasets_with_tag_filtering(self, mock_dependencies):
+ """Test get_datasets with tag_ids filtering."""
+ # Arrange
+ tenant_id = str(uuid4())
+ page = 1
+ per_page = 20
+ tag_ids = ["tag-1", "tag-2"]
+
+ # Mock tag service
+ target_ids = ["dataset-1", "dataset-2"]
+ mock_dependencies["tag_service"].get_target_ids_by_tag_ids.return_value = target_ids
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(dataset_id=dataset_id, tenant_id=tenant_id)
+ for dataset_id in target_ids
+ ]
+ mock_paginate_result.total = 2
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page, per_page, tenant_id=tenant_id, tag_ids=tag_ids)
+
+ # Assert
+ assert len(datasets) == 2
+ assert total == 2
+ mock_dependencies["tag_service"].get_target_ids_by_tag_ids.assert_called_once_with(
+ "knowledge", tenant_id, tag_ids
+ )
+
+ def test_get_datasets_with_empty_tag_ids(self, mock_dependencies):
+ """Test get_datasets with empty tag_ids skips tag filtering and returns all matching datasets."""
+ # Arrange
+ tenant_id = str(uuid4())
+ page = 1
+ per_page = 20
+ tag_ids = []
+
+ # Mock pagination result - when tag_ids is empty, tag filtering is skipped
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(dataset_id=f"dataset-{i}", tenant_id=tenant_id)
+ for i in range(3)
+ ]
+ mock_paginate_result.total = 3
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page, per_page, tenant_id=tenant_id, tag_ids=tag_ids)
+
+ # Assert
+ # When tag_ids is empty, tag filtering is skipped, so normal query results are returned
+ assert len(datasets) == 3
+ assert total == 3
+ # Tag service should not be called when tag_ids is empty
+ mock_dependencies["tag_service"].get_target_ids_by_tag_ids.assert_not_called()
+ mock_dependencies["paginate"].assert_called_once()
+
+ # ==================== Permission-Based Filtering Tests ====================
+
+ def test_get_datasets_without_user_shows_only_all_team(self, mock_dependencies):
+ """Test that without user, only ALL_TEAM datasets are shown."""
+ # Arrange
+ tenant_id = str(uuid4())
+ page = 1
+ per_page = 20
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(
+ dataset_id="dataset-1",
+ tenant_id=tenant_id,
+ permission=DatasetPermissionEnum.ALL_TEAM,
+ )
+ ]
+ mock_paginate_result.total = 1
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page, per_page, tenant_id=tenant_id, user=None)
+
+ # Assert
+ assert len(datasets) == 1
+ mock_dependencies["paginate"].assert_called_once()
+
+ def test_get_datasets_owner_with_include_all(self, mock_dependencies):
+ """Test that OWNER with include_all=True sees all datasets."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user = DatasetRetrievalTestDataFactory.create_account_mock(
+ account_id="owner-123", tenant_id=tenant_id, role=TenantAccountRole.OWNER
+ )
+
+ # Mock dataset permissions query (empty - owner doesn't need explicit permissions)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.all.return_value = []
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(dataset_id=f"dataset-{i}", tenant_id=tenant_id)
+ for i in range(3)
+ ]
+ mock_paginate_result.total = 3
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(
+ page=1, per_page=20, tenant_id=tenant_id, user=user, include_all=True
+ )
+
+ # Assert
+ assert len(datasets) == 3
+ assert total == 3
+
+ def test_get_datasets_normal_user_only_me_permission(self, mock_dependencies):
+ """Test that normal user sees ONLY_ME datasets they created."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = "user-123"
+ user = DatasetRetrievalTestDataFactory.create_account_mock(
+ account_id=user_id, tenant_id=tenant_id, role=TenantAccountRole.NORMAL
+ )
+
+ # Mock dataset permissions query (no explicit permissions)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.all.return_value = []
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(
+ dataset_id="dataset-1",
+ tenant_id=tenant_id,
+ created_by=user_id,
+ permission=DatasetPermissionEnum.ONLY_ME,
+ )
+ ]
+ mock_paginate_result.total = 1
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page=1, per_page=20, tenant_id=tenant_id, user=user)
+
+ # Assert
+ assert len(datasets) == 1
+ assert total == 1
+
+ def test_get_datasets_normal_user_all_team_permission(self, mock_dependencies):
+ """Test that normal user sees ALL_TEAM datasets."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user = DatasetRetrievalTestDataFactory.create_account_mock(
+ account_id="user-123", tenant_id=tenant_id, role=TenantAccountRole.NORMAL
+ )
+
+ # Mock dataset permissions query (no explicit permissions)
+ mock_query = Mock()
+ mock_query.filter_by.return_value.all.return_value = []
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(
+ dataset_id="dataset-1",
+ tenant_id=tenant_id,
+ permission=DatasetPermissionEnum.ALL_TEAM,
+ )
+ ]
+ mock_paginate_result.total = 1
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page=1, per_page=20, tenant_id=tenant_id, user=user)
+
+ # Assert
+ assert len(datasets) == 1
+ assert total == 1
+
+ def test_get_datasets_normal_user_partial_team_with_permission(self, mock_dependencies):
+ """Test that normal user sees PARTIAL_TEAM datasets they have permission for."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = "user-123"
+ dataset_id = "dataset-1"
+ user = DatasetRetrievalTestDataFactory.create_account_mock(
+ account_id=user_id, tenant_id=tenant_id, role=TenantAccountRole.NORMAL
+ )
+
+ # Mock dataset permissions query - user has permission
+ permission = DatasetRetrievalTestDataFactory.create_dataset_permission_mock(
+ dataset_id=dataset_id, account_id=user_id
+ )
+ mock_query = Mock()
+ mock_query.filter_by.return_value.all.return_value = [permission]
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(
+ dataset_id=dataset_id,
+ tenant_id=tenant_id,
+ permission=DatasetPermissionEnum.PARTIAL_TEAM,
+ )
+ ]
+ mock_paginate_result.total = 1
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page=1, per_page=20, tenant_id=tenant_id, user=user)
+
+ # Assert
+ assert len(datasets) == 1
+ assert total == 1
+
+ def test_get_datasets_dataset_operator_with_permissions(self, mock_dependencies):
+ """Test that DATASET_OPERATOR only sees datasets they have explicit permission for."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = "operator-123"
+ dataset_id = "dataset-1"
+ user = DatasetRetrievalTestDataFactory.create_account_mock(
+ account_id=user_id, tenant_id=tenant_id, role=TenantAccountRole.DATASET_OPERATOR
+ )
+
+ # Mock dataset permissions query - operator has permission
+ permission = DatasetRetrievalTestDataFactory.create_dataset_permission_mock(
+ dataset_id=dataset_id, account_id=user_id
+ )
+ mock_query = Mock()
+ mock_query.filter_by.return_value.all.return_value = [permission]
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(dataset_id=dataset_id, tenant_id=tenant_id)
+ ]
+ mock_paginate_result.total = 1
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page=1, per_page=20, tenant_id=tenant_id, user=user)
+
+ # Assert
+ assert len(datasets) == 1
+ assert total == 1
+
+ def test_get_datasets_dataset_operator_without_permissions(self, mock_dependencies):
+ """Test that DATASET_OPERATOR without permissions returns empty result."""
+ # Arrange
+ tenant_id = str(uuid4())
+ user_id = "operator-123"
+ user = DatasetRetrievalTestDataFactory.create_account_mock(
+ account_id=user_id, tenant_id=tenant_id, role=TenantAccountRole.DATASET_OPERATOR
+ )
+
+ # Mock dataset permissions query - no permissions
+ mock_query = Mock()
+ mock_query.filter_by.return_value.all.return_value = []
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Act
+ datasets, total = DatasetService.get_datasets(page=1, per_page=20, tenant_id=tenant_id, user=user)
+
+ # Assert
+ assert datasets == []
+ assert total == 0
+
+
+class TestDatasetServiceGetDataset:
+ """Comprehensive unit tests for DatasetService.get_dataset method."""
+
+ @pytest.fixture
+ def mock_dependencies(self):
+ """Common mock setup for get_dataset tests."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield {"db_session": mock_db}
+
+ def test_get_dataset_success(self, mock_dependencies):
+ """Test successful retrieval of a single dataset."""
+ # Arrange
+ dataset_id = str(uuid4())
+ dataset = DatasetRetrievalTestDataFactory.create_dataset_mock(dataset_id=dataset_id)
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = dataset
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Act
+ result = DatasetService.get_dataset(dataset_id)
+
+ # Assert
+ assert result is not None
+ assert result.id == dataset_id
+ mock_query.filter_by.assert_called_once_with(id=dataset_id)
+
+ def test_get_dataset_not_found(self, mock_dependencies):
+ """Test retrieval when dataset doesn't exist."""
+ # Arrange
+ dataset_id = str(uuid4())
+
+ # Mock database query returning None
+ mock_query = Mock()
+ mock_query.filter_by.return_value.first.return_value = None
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Act
+ result = DatasetService.get_dataset(dataset_id)
+
+ # Assert
+ assert result is None
+
+
+class TestDatasetServiceGetDatasetsByIds:
+ """Comprehensive unit tests for DatasetService.get_datasets_by_ids method."""
+
+ @pytest.fixture
+ def mock_dependencies(self):
+ """Common mock setup for get_datasets_by_ids tests."""
+ with patch("services.dataset_service.db.paginate") as mock_paginate:
+ yield {"paginate": mock_paginate}
+
+ def test_get_datasets_by_ids_success(self, mock_dependencies):
+ """Test successful bulk retrieval of datasets by IDs."""
+ # Arrange
+ tenant_id = str(uuid4())
+ dataset_ids = [str(uuid4()), str(uuid4()), str(uuid4())]
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_mock(dataset_id=dataset_id, tenant_id=tenant_id)
+ for dataset_id in dataset_ids
+ ]
+ mock_paginate_result.total = len(dataset_ids)
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ datasets, total = DatasetService.get_datasets_by_ids(dataset_ids, tenant_id)
+
+ # Assert
+ assert len(datasets) == 3
+ assert total == 3
+ assert all(dataset.id in dataset_ids for dataset in datasets)
+ mock_dependencies["paginate"].assert_called_once()
+
+ def test_get_datasets_by_ids_empty_list(self, mock_dependencies):
+ """Test get_datasets_by_ids with empty list returns empty result."""
+ # Arrange
+ tenant_id = str(uuid4())
+ dataset_ids = []
+
+ # Act
+ datasets, total = DatasetService.get_datasets_by_ids(dataset_ids, tenant_id)
+
+ # Assert
+ assert datasets == []
+ assert total == 0
+ mock_dependencies["paginate"].assert_not_called()
+
+ def test_get_datasets_by_ids_none_list(self, mock_dependencies):
+ """Test get_datasets_by_ids with None returns empty result."""
+ # Arrange
+ tenant_id = str(uuid4())
+
+ # Act
+ datasets, total = DatasetService.get_datasets_by_ids(None, tenant_id)
+
+ # Assert
+ assert datasets == []
+ assert total == 0
+ mock_dependencies["paginate"].assert_not_called()
+
+
+class TestDatasetServiceGetProcessRules:
+ """Comprehensive unit tests for DatasetService.get_process_rules method."""
+
+ @pytest.fixture
+ def mock_dependencies(self):
+ """Common mock setup for get_process_rules tests."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield {"db_session": mock_db}
+
+ def test_get_process_rules_with_existing_rule(self, mock_dependencies):
+ """Test retrieval of process rules when rule exists."""
+ # Arrange
+ dataset_id = str(uuid4())
+ rules_data = {
+ "pre_processing_rules": [{"id": "remove_extra_spaces", "enabled": True}],
+ "segmentation": {"delimiter": "\n", "max_tokens": 500},
+ }
+ process_rule = DatasetRetrievalTestDataFactory.create_process_rule_mock(
+ dataset_id=dataset_id, mode="custom", rules=rules_data
+ )
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.where.return_value.order_by.return_value.limit.return_value.one_or_none.return_value = process_rule
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Act
+ result = DatasetService.get_process_rules(dataset_id)
+
+ # Assert
+ assert result["mode"] == "custom"
+ assert result["rules"] == rules_data
+
+ def test_get_process_rules_without_existing_rule(self, mock_dependencies):
+ """Test retrieval of process rules when no rule exists (returns defaults)."""
+ # Arrange
+ dataset_id = str(uuid4())
+
+ # Mock database query returning None
+ mock_query = Mock()
+ mock_query.where.return_value.order_by.return_value.limit.return_value.one_or_none.return_value = None
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Act
+ result = DatasetService.get_process_rules(dataset_id)
+
+ # Assert
+ assert result["mode"] == DocumentService.DEFAULT_RULES["mode"]
+ assert "rules" in result
+ assert result["rules"] == DocumentService.DEFAULT_RULES["rules"]
+
+
+class TestDatasetServiceGetDatasetQueries:
+ """Comprehensive unit tests for DatasetService.get_dataset_queries method."""
+
+ @pytest.fixture
+ def mock_dependencies(self):
+ """Common mock setup for get_dataset_queries tests."""
+ with patch("services.dataset_service.db.paginate") as mock_paginate:
+ yield {"paginate": mock_paginate}
+
+ def test_get_dataset_queries_success(self, mock_dependencies):
+ """Test successful retrieval of dataset queries."""
+ # Arrange
+ dataset_id = str(uuid4())
+ page = 1
+ per_page = 20
+
+ # Mock pagination result
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = [
+ DatasetRetrievalTestDataFactory.create_dataset_query_mock(dataset_id=dataset_id, query_id=f"query-{i}")
+ for i in range(3)
+ ]
+ mock_paginate_result.total = 3
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ queries, total = DatasetService.get_dataset_queries(dataset_id, page, per_page)
+
+ # Assert
+ assert len(queries) == 3
+ assert total == 3
+ assert all(query.dataset_id == dataset_id for query in queries)
+ mock_dependencies["paginate"].assert_called_once()
+
+ def test_get_dataset_queries_empty_result(self, mock_dependencies):
+ """Test retrieval when no queries exist."""
+ # Arrange
+ dataset_id = str(uuid4())
+ page = 1
+ per_page = 20
+
+ # Mock pagination result (empty)
+ mock_paginate_result = Mock()
+ mock_paginate_result.items = []
+ mock_paginate_result.total = 0
+ mock_dependencies["paginate"].return_value = mock_paginate_result
+
+ # Act
+ queries, total = DatasetService.get_dataset_queries(dataset_id, page, per_page)
+
+ # Assert
+ assert queries == []
+ assert total == 0
+
+
+class TestDatasetServiceGetRelatedApps:
+ """Comprehensive unit tests for DatasetService.get_related_apps method."""
+
+ @pytest.fixture
+ def mock_dependencies(self):
+ """Common mock setup for get_related_apps tests."""
+ with patch("services.dataset_service.db.session") as mock_db:
+ yield {"db_session": mock_db}
+
+ def test_get_related_apps_success(self, mock_dependencies):
+ """Test successful retrieval of related apps."""
+ # Arrange
+ dataset_id = str(uuid4())
+
+ # Mock app-dataset joins
+ app_joins = [
+ DatasetRetrievalTestDataFactory.create_app_dataset_join_mock(app_id=f"app-{i}", dataset_id=dataset_id)
+ for i in range(2)
+ ]
+
+ # Mock database query
+ mock_query = Mock()
+ mock_query.where.return_value.order_by.return_value.all.return_value = app_joins
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Act
+ result = DatasetService.get_related_apps(dataset_id)
+
+ # Assert
+ assert len(result) == 2
+ assert all(join.dataset_id == dataset_id for join in result)
+ mock_query.where.assert_called_once()
+ mock_query.where.return_value.order_by.assert_called_once()
+
+ def test_get_related_apps_empty_result(self, mock_dependencies):
+ """Test retrieval when no related apps exist."""
+ # Arrange
+ dataset_id = str(uuid4())
+
+ # Mock database query returning empty list
+ mock_query = Mock()
+ mock_query.where.return_value.order_by.return_value.all.return_value = []
+ mock_dependencies["db_session"].query.return_value = mock_query
+
+ # Act
+ result = DatasetService.get_related_apps(dataset_id)
+
+ # Assert
+ assert result == []
diff --git a/api/tests/unit_tests/services/test_document_service_display_status.py b/api/tests/unit_tests/services/test_document_service_display_status.py
new file mode 100644
index 0000000000..85cba505a0
--- /dev/null
+++ b/api/tests/unit_tests/services/test_document_service_display_status.py
@@ -0,0 +1,33 @@
+import sqlalchemy as sa
+
+from models.dataset import Document
+from services.dataset_service import DocumentService
+
+
+def test_normalize_display_status_alias_mapping():
+ assert DocumentService.normalize_display_status("ACTIVE") == "available"
+ assert DocumentService.normalize_display_status("enabled") == "available"
+ assert DocumentService.normalize_display_status("archived") == "archived"
+ assert DocumentService.normalize_display_status("unknown") is None
+
+
+def test_build_display_status_filters_available():
+ filters = DocumentService.build_display_status_filters("available")
+ assert len(filters) == 3
+ for condition in filters:
+ assert condition is not None
+
+
+def test_apply_display_status_filter_applies_when_status_present():
+ query = sa.select(Document)
+ filtered = DocumentService.apply_display_status_filter(query, "queuing")
+ compiled = str(filtered.compile(compile_kwargs={"literal_binds": True}))
+ assert "WHERE" in compiled
+ assert "documents.indexing_status = 'waiting'" in compiled
+
+
+def test_apply_display_status_filter_returns_same_when_invalid():
+ query = sa.select(Document)
+ filtered = DocumentService.apply_display_status_filter(query, "invalid")
+ compiled = str(filtered.compile(compile_kwargs={"literal_binds": True}))
+ assert "WHERE" not in compiled
diff --git a/api/tests/unit_tests/services/test_metadata_partial_update.py b/api/tests/unit_tests/services/test_metadata_partial_update.py
new file mode 100644
index 0000000000..00162c10e4
--- /dev/null
+++ b/api/tests/unit_tests/services/test_metadata_partial_update.py
@@ -0,0 +1,153 @@
+import unittest
+from unittest.mock import MagicMock, patch
+
+from models.dataset import Dataset, Document
+from services.entities.knowledge_entities.knowledge_entities import (
+ DocumentMetadataOperation,
+ MetadataDetail,
+ MetadataOperationData,
+)
+from services.metadata_service import MetadataService
+
+
+class TestMetadataPartialUpdate(unittest.TestCase):
+ def setUp(self):
+ self.dataset = MagicMock(spec=Dataset)
+ self.dataset.id = "dataset_id"
+ self.dataset.built_in_field_enabled = False
+
+ self.document = MagicMock(spec=Document)
+ self.document.id = "doc_id"
+ self.document.doc_metadata = {"existing_key": "existing_value"}
+ self.document.data_source_type = "upload_file"
+
+ @patch("services.metadata_service.db")
+ @patch("services.metadata_service.DocumentService")
+ @patch("services.metadata_service.current_account_with_tenant")
+ @patch("services.metadata_service.redis_client")
+ def test_partial_update_merges_metadata(self, mock_redis, mock_current_account, mock_document_service, mock_db):
+ # Setup mocks
+ mock_redis.get.return_value = None
+ mock_document_service.get_document.return_value = self.document
+ mock_current_account.return_value = (MagicMock(id="user_id"), "tenant_id")
+
+ # Mock DB query for existing bindings
+
+ # No existing binding for new key
+ mock_db.session.query.return_value.filter_by.return_value.first.return_value = None
+
+ # Input data
+ operation = DocumentMetadataOperation(
+ document_id="doc_id",
+ metadata_list=[MetadataDetail(id="new_meta_id", name="new_key", value="new_value")],
+ partial_update=True,
+ )
+ metadata_args = MetadataOperationData(operation_data=[operation])
+
+ # Execute
+ MetadataService.update_documents_metadata(self.dataset, metadata_args)
+
+ # Verify
+ # 1. Check that doc_metadata contains BOTH existing and new keys
+ expected_metadata = {"existing_key": "existing_value", "new_key": "new_value"}
+ assert self.document.doc_metadata == expected_metadata
+
+ # 2. Check that existing bindings were NOT deleted
+ # The delete call in the original code: db.session.query(...).filter_by(...).delete()
+ # In partial update, this should NOT be called.
+ mock_db.session.query.return_value.filter_by.return_value.delete.assert_not_called()
+
+ @patch("services.metadata_service.db")
+ @patch("services.metadata_service.DocumentService")
+ @patch("services.metadata_service.current_account_with_tenant")
+ @patch("services.metadata_service.redis_client")
+ def test_full_update_replaces_metadata(self, mock_redis, mock_current_account, mock_document_service, mock_db):
+ # Setup mocks
+ mock_redis.get.return_value = None
+ mock_document_service.get_document.return_value = self.document
+ mock_current_account.return_value = (MagicMock(id="user_id"), "tenant_id")
+
+ # Input data (partial_update=False by default)
+ operation = DocumentMetadataOperation(
+ document_id="doc_id",
+ metadata_list=[MetadataDetail(id="new_meta_id", name="new_key", value="new_value")],
+ partial_update=False,
+ )
+ metadata_args = MetadataOperationData(operation_data=[operation])
+
+ # Execute
+ MetadataService.update_documents_metadata(self.dataset, metadata_args)
+
+ # Verify
+ # 1. Check that doc_metadata contains ONLY the new key
+ expected_metadata = {"new_key": "new_value"}
+ assert self.document.doc_metadata == expected_metadata
+
+ # 2. Check that existing bindings WERE deleted
+ # In full update (default), we expect the existing bindings to be cleared.
+ mock_db.session.query.return_value.filter_by.return_value.delete.assert_called()
+
+ @patch("services.metadata_service.db")
+ @patch("services.metadata_service.DocumentService")
+ @patch("services.metadata_service.current_account_with_tenant")
+ @patch("services.metadata_service.redis_client")
+ def test_partial_update_skips_existing_binding(
+ self, mock_redis, mock_current_account, mock_document_service, mock_db
+ ):
+ # Setup mocks
+ mock_redis.get.return_value = None
+ mock_document_service.get_document.return_value = self.document
+ mock_current_account.return_value = (MagicMock(id="user_id"), "tenant_id")
+
+ # Mock DB query to return an existing binding
+ # This simulates that the document ALREADY has the metadata we are trying to add
+ mock_existing_binding = MagicMock()
+ mock_db.session.query.return_value.filter_by.return_value.first.return_value = mock_existing_binding
+
+ # Input data
+ operation = DocumentMetadataOperation(
+ document_id="doc_id",
+ metadata_list=[MetadataDetail(id="existing_meta_id", name="existing_key", value="existing_value")],
+ partial_update=True,
+ )
+ metadata_args = MetadataOperationData(operation_data=[operation])
+
+ # Execute
+ MetadataService.update_documents_metadata(self.dataset, metadata_args)
+
+ # Verify
+ # We verify that db.session.add was NOT called for DatasetMetadataBinding
+ # Since we can't easily check "not called with specific type" on the generic add method without complex logic,
+ # we can check if the number of add calls is 1 (only for the document update) instead of 2 (document + binding)
+
+ # Expected calls:
+ # 1. db.session.add(document)
+ # 2. NO db.session.add(binding) because it exists
+
+ # Note: In the code, db.session.add is called for document.
+ # Then loop over metadata_list.
+ # If existing_binding found, continue.
+ # So binding add should be skipped.
+
+ # Let's filter the calls to add to see what was added
+ add_calls = mock_db.session.add.call_args_list
+ added_objects = [call.args[0] for call in add_calls]
+
+ # Check that no DatasetMetadataBinding was added
+ from models.dataset import DatasetMetadataBinding
+
+ has_binding_add = any(
+ isinstance(obj, DatasetMetadataBinding)
+ or (isinstance(obj, MagicMock) and getattr(obj, "__class__", None) == DatasetMetadataBinding)
+ for obj in added_objects
+ )
+
+ # Since we mock everything, checking isinstance might be tricky if DatasetMetadataBinding
+ # is not the exact class used in the service (imports match).
+ # But we can check the count.
+ # If it were added, there would be 2 calls. If skipped, 1 call.
+ assert mock_db.session.add.call_count == 1
+
+
+if __name__ == "__main__":
+ unittest.main()
diff --git a/api/tests/unit_tests/services/test_webhook_service.py b/api/tests/unit_tests/services/test_webhook_service.py
index 010295bcd6..6afe52d97b 100644
--- a/api/tests/unit_tests/services/test_webhook_service.py
+++ b/api/tests/unit_tests/services/test_webhook_service.py
@@ -118,10 +118,8 @@ class TestWebhookServiceUnit:
"/webhook", method="POST", headers={"Content-Type": "application/json"}, data="invalid json"
):
webhook_trigger = MagicMock()
- webhook_data = WebhookService.extract_webhook_data(webhook_trigger)
-
- assert webhook_data["method"] == "POST"
- assert webhook_data["body"] == {} # Should default to empty dict
+ with pytest.raises(ValueError, match="Invalid JSON body"):
+ WebhookService.extract_webhook_data(webhook_trigger)
def test_generate_webhook_response_default(self):
"""Test webhook response generation with default values."""
@@ -435,6 +433,27 @@ class TestWebhookServiceUnit:
assert result["body"]["message"] == "hello" # Already string
assert result["body"]["age"] == 25 # Already number
+ def test_extract_and_validate_webhook_data_invalid_json_error(self):
+ """Invalid JSON should bubble up as a ValueError with details."""
+ app = Flask(__name__)
+
+ with app.test_request_context(
+ "/webhook",
+ method="POST",
+ headers={"Content-Type": "application/json"},
+ data='{"invalid": }',
+ ):
+ webhook_trigger = MagicMock()
+ node_config = {
+ "data": {
+ "method": "post",
+ "content_type": "application/json",
+ }
+ }
+
+ with pytest.raises(ValueError, match="Invalid JSON body"):
+ WebhookService.extract_and_validate_webhook_data(webhook_trigger, node_config)
+
def test_extract_and_validate_webhook_data_validation_error(self):
"""Test unified data extraction with validation error."""
app = Flask(__name__)
diff --git a/api/tests/unit_tests/services/test_workflow_run_service_pause.py b/api/tests/unit_tests/services/test_workflow_run_service_pause.py
index a062d9444e..f45a72927e 100644
--- a/api/tests/unit_tests/services/test_workflow_run_service_pause.py
+++ b/api/tests/unit_tests/services/test_workflow_run_service_pause.py
@@ -17,6 +17,7 @@ from sqlalchemy import Engine
from sqlalchemy.orm import Session, sessionmaker
from core.workflow.enums import WorkflowExecutionStatus
+from models.workflow import WorkflowPause
from repositories.api_workflow_run_repository import APIWorkflowRunRepository
from repositories.sqlalchemy_api_workflow_run_repository import _PrivateWorkflowPauseEntity
from services.workflow_run_service import (
@@ -63,7 +64,7 @@ class TestDataFactory:
**kwargs,
) -> MagicMock:
"""Create a mock WorkflowPauseModel object."""
- mock_pause = MagicMock()
+ mock_pause = MagicMock(spec=WorkflowPause)
mock_pause.id = id
mock_pause.tenant_id = tenant_id
mock_pause.app_id = app_id
@@ -77,38 +78,15 @@ class TestDataFactory:
return mock_pause
- @staticmethod
- def create_upload_file_mock(
- id: str = "file-456",
- key: str = "upload_files/test/state.json",
- name: str = "state.json",
- tenant_id: str = "tenant-456",
- **kwargs,
- ) -> MagicMock:
- """Create a mock UploadFile object."""
- mock_file = MagicMock()
- mock_file.id = id
- mock_file.key = key
- mock_file.name = name
- mock_file.tenant_id = tenant_id
-
- for key, value in kwargs.items():
- setattr(mock_file, key, value)
-
- return mock_file
-
@staticmethod
def create_pause_entity_mock(
pause_model: MagicMock | None = None,
- upload_file: MagicMock | None = None,
) -> _PrivateWorkflowPauseEntity:
"""Create a mock _PrivateWorkflowPauseEntity object."""
if pause_model is None:
pause_model = TestDataFactory.create_workflow_pause_mock()
- if upload_file is None:
- upload_file = TestDataFactory.create_upload_file_mock()
- return _PrivateWorkflowPauseEntity.from_models(pause_model, upload_file)
+ return _PrivateWorkflowPauseEntity(pause_model=pause_model, reason_models=[], human_input_form=[])
class TestWorkflowRunService:
diff --git a/api/tests/unit_tests/services/test_workflow_service.py b/api/tests/unit_tests/services/test_workflow_service.py
new file mode 100644
index 0000000000..ae5b194afb
--- /dev/null
+++ b/api/tests/unit_tests/services/test_workflow_service.py
@@ -0,0 +1,1114 @@
+"""
+Unit tests for WorkflowService.
+
+This test suite covers:
+- Workflow creation from template
+- Workflow validation (graph and features structure)
+- Draft/publish transitions
+- Version management
+- Execution triggering
+"""
+
+import json
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from core.workflow.enums import NodeType
+from libs.datetime_utils import naive_utc_now
+from models.model import App, AppMode
+from models.workflow import Workflow, WorkflowType
+from services.errors.app import IsDraftWorkflowError, TriggerNodeLimitExceededError, WorkflowHashNotEqualError
+from services.errors.workflow_service import DraftWorkflowDeletionError, WorkflowInUseError
+from services.workflow_service import WorkflowService
+
+
+class TestWorkflowAssociatedDataFactory:
+ """
+ Factory class for creating test data and mock objects for workflow service tests.
+
+ This factory provides reusable methods to create mock objects for:
+ - App models with configurable attributes
+ - Workflow models with graph and feature configurations
+ - Account models for user authentication
+ - Valid workflow graph structures for testing
+
+ All factory methods return MagicMock objects that simulate database models
+ without requiring actual database connections.
+ """
+
+ @staticmethod
+ def create_app_mock(
+ app_id: str = "app-123",
+ tenant_id: str = "tenant-456",
+ mode: str = AppMode.WORKFLOW.value,
+ workflow_id: str | None = None,
+ **kwargs,
+ ) -> MagicMock:
+ """
+ Create a mock App with specified attributes.
+
+ Args:
+ app_id: Unique identifier for the app
+ tenant_id: Workspace/tenant identifier
+ mode: App mode (workflow, chat, completion, etc.)
+ workflow_id: Optional ID of the published workflow
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ MagicMock object configured as an App model
+ """
+ app = MagicMock(spec=App)
+ app.id = app_id
+ app.tenant_id = tenant_id
+ app.mode = mode
+ app.workflow_id = workflow_id
+ for key, value in kwargs.items():
+ setattr(app, key, value)
+ return app
+
+ @staticmethod
+ def create_workflow_mock(
+ workflow_id: str = "workflow-789",
+ tenant_id: str = "tenant-456",
+ app_id: str = "app-123",
+ version: str = Workflow.VERSION_DRAFT,
+ workflow_type: str = WorkflowType.WORKFLOW.value,
+ graph: dict | None = None,
+ features: dict | None = None,
+ unique_hash: str | None = None,
+ **kwargs,
+ ) -> MagicMock:
+ """
+ Create a mock Workflow with specified attributes.
+
+ Args:
+ workflow_id: Unique identifier for the workflow
+ tenant_id: Workspace/tenant identifier
+ app_id: Associated app identifier
+ version: Workflow version ("draft" or timestamp-based version)
+ workflow_type: Type of workflow (workflow, chat, rag-pipeline)
+ graph: Workflow graph structure containing nodes and edges
+ features: Feature configuration (file upload, text-to-speech, etc.)
+ unique_hash: Hash for optimistic locking during updates
+ **kwargs: Additional attributes to set on the mock
+
+ Returns:
+ MagicMock object configured as a Workflow model with graph/features
+ """
+ workflow = MagicMock(spec=Workflow)
+ workflow.id = workflow_id
+ workflow.tenant_id = tenant_id
+ workflow.app_id = app_id
+ workflow.version = version
+ workflow.type = workflow_type
+
+ # Set up graph and features with defaults if not provided
+ # Graph contains the workflow structure (nodes and their connections)
+ if graph is None:
+ graph = {"nodes": [], "edges": []}
+ # Features contain app-level configurations like file upload settings
+ if features is None:
+ features = {}
+
+ workflow.graph = json.dumps(graph)
+ workflow.features = json.dumps(features)
+ workflow.graph_dict = graph
+ workflow.features_dict = features
+ workflow.unique_hash = unique_hash or "test-hash-123"
+ workflow.environment_variables = []
+ workflow.conversation_variables = []
+ workflow.rag_pipeline_variables = []
+ workflow.created_by = "user-123"
+ workflow.updated_by = None
+ workflow.created_at = naive_utc_now()
+ workflow.updated_at = naive_utc_now()
+
+ # Mock walk_nodes method to iterate through workflow nodes
+ # This is used by the service to traverse and validate workflow structure
+ def walk_nodes_side_effect(specific_node_type=None):
+ nodes = graph.get("nodes", [])
+ # Filter by node type if specified (e.g., only LLM nodes)
+ if specific_node_type:
+ return (
+ (node["id"], node["data"])
+ for node in nodes
+ if node.get("data", {}).get("type") == specific_node_type.value
+ )
+ # Return all nodes if no filter specified
+ return ((node["id"], node["data"]) for node in nodes)
+
+ workflow.walk_nodes = walk_nodes_side_effect
+
+ for key, value in kwargs.items():
+ setattr(workflow, key, value)
+ return workflow
+
+ @staticmethod
+ def create_account_mock(account_id: str = "user-123", **kwargs) -> MagicMock:
+ """Create a mock Account with specified attributes."""
+ account = MagicMock()
+ account.id = account_id
+ for key, value in kwargs.items():
+ setattr(account, key, value)
+ return account
+
+ @staticmethod
+ def create_valid_workflow_graph(include_start: bool = True, include_trigger: bool = False) -> dict:
+ """
+ Create a valid workflow graph structure for testing.
+
+ Args:
+ include_start: Whether to include a START node (for regular workflows)
+ include_trigger: Whether to include trigger nodes (webhook, schedule, etc.)
+
+ Returns:
+ Dictionary containing nodes and edges arrays representing workflow graph
+
+ Note:
+ Start nodes and trigger nodes cannot coexist in the same workflow.
+ This is validated by the workflow service.
+ """
+ nodes = []
+ edges = []
+
+ # Add START node for regular workflows (user-initiated)
+ if include_start:
+ nodes.append(
+ {
+ "id": "start",
+ "data": {
+ "type": NodeType.START.value,
+ "title": "START",
+ "variables": [],
+ },
+ }
+ )
+
+ # Add trigger node for event-driven workflows (webhook, schedule, etc.)
+ if include_trigger:
+ nodes.append(
+ {
+ "id": "trigger-1",
+ "data": {
+ "type": "http-request",
+ "title": "HTTP Request Trigger",
+ },
+ }
+ )
+
+ # Add an LLM node as a sample processing node
+ # This represents an AI model interaction in the workflow
+ nodes.append(
+ {
+ "id": "llm-1",
+ "data": {
+ "type": NodeType.LLM.value,
+ "title": "LLM",
+ "model": {
+ "provider": "openai",
+ "name": "gpt-4",
+ },
+ },
+ }
+ )
+
+ return {"nodes": nodes, "edges": edges}
+
+
+class TestWorkflowService:
+ """
+ Comprehensive unit tests for WorkflowService methods.
+
+ This test suite covers:
+ - Workflow creation from template
+ - Workflow validation (graph and features)
+ - Draft/publish transitions
+ - Version management
+ - Workflow deletion and error handling
+ """
+
+ @pytest.fixture
+ def workflow_service(self):
+ """
+ Create a WorkflowService instance with mocked dependencies.
+
+ This fixture patches the database to avoid real database connections
+ during testing. Each test gets a fresh service instance.
+ """
+ with patch("services.workflow_service.db"):
+ service = WorkflowService()
+ return service
+
+ @pytest.fixture
+ def mock_db_session(self):
+ """
+ Mock database session for testing database operations.
+
+ Provides mock implementations of:
+ - session.add(): Adding new records
+ - session.commit(): Committing transactions
+ - session.query(): Querying database
+ - session.execute(): Executing SQL statements
+ """
+ with patch("services.workflow_service.db") as mock_db:
+ mock_session = MagicMock()
+ mock_db.session = mock_session
+ mock_session.add = MagicMock()
+ mock_session.commit = MagicMock()
+ mock_session.query = MagicMock()
+ mock_session.execute = MagicMock()
+ yield mock_db
+
+ @pytest.fixture
+ def mock_sqlalchemy_session(self):
+ """
+ Mock SQLAlchemy Session for publish_workflow tests.
+
+ This is a separate fixture because publish_workflow uses
+ SQLAlchemy's Session class directly rather than the Flask-SQLAlchemy
+ db.session object.
+ """
+ mock_session = MagicMock()
+ mock_session.add = MagicMock()
+ mock_session.commit = MagicMock()
+ mock_session.scalar = MagicMock()
+ return mock_session
+
+ # ==================== Workflow Existence Tests ====================
+ # These tests verify the service can check if a draft workflow exists
+
+ def test_is_workflow_exist_returns_true(self, workflow_service, mock_db_session):
+ """
+ Test is_workflow_exist returns True when draft workflow exists.
+
+ Verifies that the service correctly identifies when an app has a draft workflow.
+ This is used to determine whether to create or update a workflow.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+
+ # Mock the database query to return True
+ mock_db_session.session.execute.return_value.scalar_one.return_value = True
+
+ result = workflow_service.is_workflow_exist(app)
+
+ assert result is True
+
+ def test_is_workflow_exist_returns_false(self, workflow_service, mock_db_session):
+ """Test is_workflow_exist returns False when no draft workflow exists."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+
+ # Mock the database query to return False
+ mock_db_session.session.execute.return_value.scalar_one.return_value = False
+
+ result = workflow_service.is_workflow_exist(app)
+
+ assert result is False
+
+ # ==================== Get Draft Workflow Tests ====================
+ # These tests verify retrieval of draft workflows (version="draft")
+
+ def test_get_draft_workflow_success(self, workflow_service, mock_db_session):
+ """
+ Test get_draft_workflow returns draft workflow successfully.
+
+ Draft workflows are the working copy that users edit before publishing.
+ Each app can have only one draft workflow at a time.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock()
+
+ # Mock database query
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = mock_workflow
+
+ result = workflow_service.get_draft_workflow(app)
+
+ assert result == mock_workflow
+
+ def test_get_draft_workflow_returns_none(self, workflow_service, mock_db_session):
+ """Test get_draft_workflow returns None when no draft exists."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+
+ # Mock database query to return None
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = None
+
+ result = workflow_service.get_draft_workflow(app)
+
+ assert result is None
+
+ def test_get_draft_workflow_with_workflow_id(self, workflow_service, mock_db_session):
+ """Test get_draft_workflow with workflow_id calls get_published_workflow_by_id."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ workflow_id = "workflow-123"
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(version="v1")
+
+ # Mock database query
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = mock_workflow
+
+ result = workflow_service.get_draft_workflow(app, workflow_id=workflow_id)
+
+ assert result == mock_workflow
+
+ # ==================== Get Published Workflow Tests ====================
+ # These tests verify retrieval of published workflows (versioned snapshots)
+
+ def test_get_published_workflow_by_id_success(self, workflow_service, mock_db_session):
+ """Test get_published_workflow_by_id returns published workflow."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ workflow_id = "workflow-123"
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(workflow_id=workflow_id, version="v1")
+
+ # Mock database query
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = mock_workflow
+
+ result = workflow_service.get_published_workflow_by_id(app, workflow_id)
+
+ assert result == mock_workflow
+
+ def test_get_published_workflow_by_id_raises_error_for_draft(self, workflow_service, mock_db_session):
+ """
+ Test get_published_workflow_by_id raises error when workflow is draft.
+
+ This prevents using draft workflows in production contexts where only
+ published, stable versions should be used (e.g., API execution).
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ workflow_id = "workflow-123"
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(
+ workflow_id=workflow_id, version=Workflow.VERSION_DRAFT
+ )
+
+ # Mock database query
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = mock_workflow
+
+ with pytest.raises(IsDraftWorkflowError):
+ workflow_service.get_published_workflow_by_id(app, workflow_id)
+
+ def test_get_published_workflow_by_id_returns_none(self, workflow_service, mock_db_session):
+ """Test get_published_workflow_by_id returns None when workflow not found."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ workflow_id = "nonexistent-workflow"
+
+ # Mock database query to return None
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = None
+
+ result = workflow_service.get_published_workflow_by_id(app, workflow_id)
+
+ assert result is None
+
+ def test_get_published_workflow_success(self, workflow_service, mock_db_session):
+ """Test get_published_workflow returns published workflow."""
+ workflow_id = "workflow-123"
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(workflow_id=workflow_id)
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(workflow_id=workflow_id, version="v1")
+
+ # Mock database query
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = mock_workflow
+
+ result = workflow_service.get_published_workflow(app)
+
+ assert result == mock_workflow
+
+ def test_get_published_workflow_returns_none_when_no_workflow_id(self, workflow_service):
+ """Test get_published_workflow returns None when app has no workflow_id."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(workflow_id=None)
+
+ result = workflow_service.get_published_workflow(app)
+
+ assert result is None
+
+ # ==================== Sync Draft Workflow Tests ====================
+ # These tests verify creating and updating draft workflows with validation
+
+ def test_sync_draft_workflow_creates_new_draft(self, workflow_service, mock_db_session):
+ """
+ Test sync_draft_workflow creates new draft workflow when none exists.
+
+ When a user first creates a workflow app, this creates the initial draft.
+ The draft is validated before creation to ensure graph and features are valid.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+ graph = TestWorkflowAssociatedDataFactory.create_valid_workflow_graph()
+ features = {"file_upload": {"enabled": False}}
+
+ # Mock get_draft_workflow to return None (no existing draft)
+ # This simulates the first time a workflow is created for an app
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = None
+
+ with (
+ patch.object(workflow_service, "validate_features_structure"),
+ patch.object(workflow_service, "validate_graph_structure"),
+ patch("services.workflow_service.app_draft_workflow_was_synced"),
+ ):
+ result = workflow_service.sync_draft_workflow(
+ app_model=app,
+ graph=graph,
+ features=features,
+ unique_hash=None,
+ account=account,
+ environment_variables=[],
+ conversation_variables=[],
+ )
+
+ # Verify workflow was added to session
+ mock_db_session.session.add.assert_called_once()
+ mock_db_session.session.commit.assert_called_once()
+
+ def test_sync_draft_workflow_updates_existing_draft(self, workflow_service, mock_db_session):
+ """
+ Test sync_draft_workflow updates existing draft workflow.
+
+ When users edit their workflow, this updates the existing draft.
+ The unique_hash is used for optimistic locking to prevent conflicts.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+ graph = TestWorkflowAssociatedDataFactory.create_valid_workflow_graph()
+ features = {"file_upload": {"enabled": False}}
+ unique_hash = "test-hash-123"
+
+ # Mock existing draft workflow
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(unique_hash=unique_hash)
+
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = mock_workflow
+
+ with (
+ patch.object(workflow_service, "validate_features_structure"),
+ patch.object(workflow_service, "validate_graph_structure"),
+ patch("services.workflow_service.app_draft_workflow_was_synced"),
+ ):
+ result = workflow_service.sync_draft_workflow(
+ app_model=app,
+ graph=graph,
+ features=features,
+ unique_hash=unique_hash,
+ account=account,
+ environment_variables=[],
+ conversation_variables=[],
+ )
+
+ # Verify workflow was updated
+ assert mock_workflow.graph == json.dumps(graph)
+ assert mock_workflow.features == json.dumps(features)
+ assert mock_workflow.updated_by == account.id
+ mock_db_session.session.commit.assert_called_once()
+
+ def test_sync_draft_workflow_raises_hash_not_equal_error(self, workflow_service, mock_db_session):
+ """
+ Test sync_draft_workflow raises error when hash doesn't match.
+
+ This implements optimistic locking: if the workflow was modified by another
+ user/session since it was loaded, the hash won't match and the update fails.
+ This prevents overwriting concurrent changes.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+ graph = TestWorkflowAssociatedDataFactory.create_valid_workflow_graph()
+ features = {}
+
+ # Mock existing draft workflow with different hash
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(unique_hash="old-hash")
+
+ mock_query = MagicMock()
+ mock_db_session.session.query.return_value = mock_query
+ mock_query.where.return_value.first.return_value = mock_workflow
+
+ with pytest.raises(WorkflowHashNotEqualError):
+ workflow_service.sync_draft_workflow(
+ app_model=app,
+ graph=graph,
+ features=features,
+ unique_hash="new-hash",
+ account=account,
+ environment_variables=[],
+ conversation_variables=[],
+ )
+
+ # ==================== Workflow Validation Tests ====================
+ # These tests verify graph structure and feature configuration validation
+
+ def test_validate_graph_structure_empty_graph(self, workflow_service):
+ """Test validate_graph_structure accepts empty graph."""
+ graph = {"nodes": []}
+
+ # Should not raise any exception
+ workflow_service.validate_graph_structure(graph)
+
+ def test_validate_graph_structure_valid_graph(self, workflow_service):
+ """Test validate_graph_structure accepts valid graph."""
+ graph = TestWorkflowAssociatedDataFactory.create_valid_workflow_graph()
+
+ # Should not raise any exception
+ workflow_service.validate_graph_structure(graph)
+
+ def test_validate_graph_structure_start_and_trigger_coexist_raises_error(self, workflow_service):
+ """
+ Test validate_graph_structure raises error when start and trigger nodes coexist.
+
+ Workflows can be either:
+ - User-initiated (with START node): User provides input to start execution
+ - Event-driven (with trigger nodes): External events trigger execution
+
+ These two patterns cannot be mixed in a single workflow.
+ """
+ # Create a graph with both start and trigger nodes
+ # Use actual trigger node types: trigger-webhook, trigger-schedule, trigger-plugin
+ graph = {
+ "nodes": [
+ {
+ "id": "start",
+ "data": {
+ "type": "start",
+ "title": "START",
+ },
+ },
+ {
+ "id": "trigger-1",
+ "data": {
+ "type": "trigger-webhook",
+ "title": "Webhook Trigger",
+ },
+ },
+ ],
+ "edges": [],
+ }
+
+ with pytest.raises(ValueError, match="Start node and trigger nodes cannot coexist"):
+ workflow_service.validate_graph_structure(graph)
+
+ def test_validate_features_structure_workflow_mode(self, workflow_service):
+ """
+ Test validate_features_structure for workflow mode.
+
+ Different app modes have different feature configurations.
+ This ensures the features match the expected schema for workflow apps.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(mode=AppMode.WORKFLOW.value)
+ features = {"file_upload": {"enabled": False}}
+
+ with patch("services.workflow_service.WorkflowAppConfigManager.config_validate") as mock_validate:
+ workflow_service.validate_features_structure(app, features)
+ mock_validate.assert_called_once_with(
+ tenant_id=app.tenant_id, config=features, only_structure_validate=True
+ )
+
+ def test_validate_features_structure_advanced_chat_mode(self, workflow_service):
+ """Test validate_features_structure for advanced chat mode."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(mode=AppMode.ADVANCED_CHAT.value)
+ features = {"opening_statement": "Hello"}
+
+ with patch("services.workflow_service.AdvancedChatAppConfigManager.config_validate") as mock_validate:
+ workflow_service.validate_features_structure(app, features)
+ mock_validate.assert_called_once_with(
+ tenant_id=app.tenant_id, config=features, only_structure_validate=True
+ )
+
+ def test_validate_features_structure_invalid_mode_raises_error(self, workflow_service):
+ """Test validate_features_structure raises error for invalid mode."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(mode=AppMode.COMPLETION.value)
+ features = {}
+
+ with pytest.raises(ValueError, match="Invalid app mode"):
+ workflow_service.validate_features_structure(app, features)
+
+ # ==================== Publish Workflow Tests ====================
+ # These tests verify creating published versions from draft workflows
+
+ def test_publish_workflow_success(self, workflow_service, mock_sqlalchemy_session):
+ """
+ Test publish_workflow creates new published version.
+
+ Publishing creates a timestamped snapshot of the draft workflow.
+ This allows users to:
+ - Roll back to previous versions
+ - Use stable versions in production
+ - Continue editing draft without affecting published version
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+ graph = TestWorkflowAssociatedDataFactory.create_valid_workflow_graph()
+
+ # Mock draft workflow
+ mock_draft = TestWorkflowAssociatedDataFactory.create_workflow_mock(version=Workflow.VERSION_DRAFT, graph=graph)
+ mock_sqlalchemy_session.scalar.return_value = mock_draft
+
+ with (
+ patch.object(workflow_service, "validate_graph_structure"),
+ patch("services.workflow_service.app_published_workflow_was_updated"),
+ patch("services.workflow_service.dify_config") as mock_config,
+ patch("services.workflow_service.Workflow.new") as mock_workflow_new,
+ ):
+ # Disable billing
+ mock_config.BILLING_ENABLED = False
+
+ # Mock Workflow.new to return a new workflow
+ mock_new_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(version="v1")
+ mock_workflow_new.return_value = mock_new_workflow
+
+ result = workflow_service.publish_workflow(
+ session=mock_sqlalchemy_session,
+ app_model=app,
+ account=account,
+ marked_name="Version 1",
+ marked_comment="Initial release",
+ )
+
+ # Verify workflow was added to session
+ mock_sqlalchemy_session.add.assert_called_once_with(mock_new_workflow)
+ assert result == mock_new_workflow
+
+ def test_publish_workflow_no_draft_raises_error(self, workflow_service, mock_sqlalchemy_session):
+ """
+ Test publish_workflow raises error when no draft exists.
+
+ Cannot publish if there's no draft to publish from.
+ Users must create and save a draft before publishing.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+
+ # Mock no draft workflow
+ mock_sqlalchemy_session.scalar.return_value = None
+
+ with pytest.raises(ValueError, match="No valid workflow found"):
+ workflow_service.publish_workflow(session=mock_sqlalchemy_session, app_model=app, account=account)
+
+ def test_publish_workflow_trigger_limit_exceeded(self, workflow_service, mock_sqlalchemy_session):
+ """
+ Test publish_workflow raises error when trigger node limit exceeded in SANDBOX plan.
+
+ Free/sandbox tier users have limits on the number of trigger nodes.
+ This prevents resource abuse while allowing users to test the feature.
+ The limit is enforced at publish time, not during draft editing.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock()
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+
+ # Create graph with 3 trigger nodes (exceeds SANDBOX limit of 2)
+ # Trigger nodes enable event-driven automation which consumes resources
+ graph = {
+ "nodes": [
+ {"id": "trigger-1", "data": {"type": "trigger-webhook"}},
+ {"id": "trigger-2", "data": {"type": "trigger-schedule"}},
+ {"id": "trigger-3", "data": {"type": "trigger-plugin"}},
+ ],
+ "edges": [],
+ }
+ mock_draft = TestWorkflowAssociatedDataFactory.create_workflow_mock(version=Workflow.VERSION_DRAFT, graph=graph)
+ mock_sqlalchemy_session.scalar.return_value = mock_draft
+
+ with (
+ patch.object(workflow_service, "validate_graph_structure"),
+ patch("services.workflow_service.dify_config") as mock_config,
+ patch("services.workflow_service.BillingService") as MockBillingService,
+ patch("services.workflow_service.app_published_workflow_was_updated"),
+ ):
+ # Enable billing and set SANDBOX plan
+ mock_config.BILLING_ENABLED = True
+ MockBillingService.get_info.return_value = {"subscription": {"plan": "sandbox"}}
+
+ with pytest.raises(TriggerNodeLimitExceededError):
+ workflow_service.publish_workflow(session=mock_sqlalchemy_session, app_model=app, account=account)
+
+ # ==================== Version Management Tests ====================
+ # These tests verify listing and managing published workflow versions
+
+ def test_get_all_published_workflow_with_pagination(self, workflow_service):
+ """
+ Test get_all_published_workflow returns paginated results.
+
+ Apps can have many published versions over time.
+ Pagination prevents loading all versions at once, improving performance.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(workflow_id="workflow-123")
+
+ # Mock workflows
+ mock_workflows = [
+ TestWorkflowAssociatedDataFactory.create_workflow_mock(workflow_id=f"workflow-{i}", version=f"v{i}")
+ for i in range(5)
+ ]
+
+ mock_session = MagicMock()
+ mock_session.scalars.return_value.all.return_value = mock_workflows
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+ mock_stmt.order_by.return_value = mock_stmt
+ mock_stmt.limit.return_value = mock_stmt
+ mock_stmt.offset.return_value = mock_stmt
+
+ workflows, has_more = workflow_service.get_all_published_workflow(
+ session=mock_session, app_model=app, page=1, limit=10, user_id=None
+ )
+
+ assert len(workflows) == 5
+ assert has_more is False
+
+ def test_get_all_published_workflow_has_more(self, workflow_service):
+ """
+ Test get_all_published_workflow indicates has_more when results exceed limit.
+
+ The has_more flag tells the UI whether to show a "Load More" button.
+ This is determined by fetching limit+1 records and checking if we got that many.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(workflow_id="workflow-123")
+
+ # Mock 11 workflows (limit is 10, so has_more should be True)
+ mock_workflows = [
+ TestWorkflowAssociatedDataFactory.create_workflow_mock(workflow_id=f"workflow-{i}", version=f"v{i}")
+ for i in range(11)
+ ]
+
+ mock_session = MagicMock()
+ mock_session.scalars.return_value.all.return_value = mock_workflows
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+ mock_stmt.order_by.return_value = mock_stmt
+ mock_stmt.limit.return_value = mock_stmt
+ mock_stmt.offset.return_value = mock_stmt
+
+ workflows, has_more = workflow_service.get_all_published_workflow(
+ session=mock_session, app_model=app, page=1, limit=10, user_id=None
+ )
+
+ assert len(workflows) == 10
+ assert has_more is True
+
+ def test_get_all_published_workflow_no_workflow_id(self, workflow_service):
+ """Test get_all_published_workflow returns empty when app has no workflow_id."""
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(workflow_id=None)
+ mock_session = MagicMock()
+
+ workflows, has_more = workflow_service.get_all_published_workflow(
+ session=mock_session, app_model=app, page=1, limit=10, user_id=None
+ )
+
+ assert workflows == []
+ assert has_more is False
+
+ # ==================== Update Workflow Tests ====================
+ # These tests verify updating workflow metadata (name, comments, etc.)
+
+ def test_update_workflow_success(self, workflow_service):
+ """
+ Test update_workflow updates workflow attributes.
+
+ Allows updating metadata like marked_name and marked_comment
+ without creating a new version. Only specific fields are allowed
+ to prevent accidental modification of workflow logic.
+ """
+ workflow_id = "workflow-123"
+ tenant_id = "tenant-456"
+ account_id = "user-123"
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(workflow_id=workflow_id)
+
+ mock_session = MagicMock()
+ mock_session.scalar.return_value = mock_workflow
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+
+ result = workflow_service.update_workflow(
+ session=mock_session,
+ workflow_id=workflow_id,
+ tenant_id=tenant_id,
+ account_id=account_id,
+ data={"marked_name": "Updated Name", "marked_comment": "Updated Comment"},
+ )
+
+ assert result == mock_workflow
+ assert mock_workflow.marked_name == "Updated Name"
+ assert mock_workflow.marked_comment == "Updated Comment"
+ assert mock_workflow.updated_by == account_id
+
+ def test_update_workflow_not_found(self, workflow_service):
+ """Test update_workflow returns None when workflow not found."""
+ mock_session = MagicMock()
+ mock_session.scalar.return_value = None
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+
+ result = workflow_service.update_workflow(
+ session=mock_session,
+ workflow_id="nonexistent",
+ tenant_id="tenant-456",
+ account_id="user-123",
+ data={"marked_name": "Test"},
+ )
+
+ assert result is None
+
+ # ==================== Delete Workflow Tests ====================
+ # These tests verify workflow deletion with safety checks
+
+ def test_delete_workflow_success(self, workflow_service):
+ """
+ Test delete_workflow successfully deletes a published workflow.
+
+ Users can delete old published versions they no longer need.
+ This helps manage storage and keeps the version list clean.
+ """
+ workflow_id = "workflow-123"
+ tenant_id = "tenant-456"
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(workflow_id=workflow_id, version="v1")
+
+ mock_session = MagicMock()
+ # Mock successful deletion scenario:
+ # 1. Workflow exists
+ # 2. No app is currently using it
+ # 3. Not published as a tool
+ mock_session.scalar.side_effect = [mock_workflow, None] # workflow exists, no app using it
+ mock_session.query.return_value.where.return_value.first.return_value = None # no tool provider
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+
+ result = workflow_service.delete_workflow(
+ session=mock_session, workflow_id=workflow_id, tenant_id=tenant_id
+ )
+
+ assert result is True
+ mock_session.delete.assert_called_once_with(mock_workflow)
+
+ def test_delete_workflow_draft_raises_error(self, workflow_service):
+ """
+ Test delete_workflow raises error when trying to delete draft.
+
+ Draft workflows cannot be deleted - they're the working copy.
+ Users can only delete published versions to clean up old snapshots.
+ """
+ workflow_id = "workflow-123"
+ tenant_id = "tenant-456"
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(
+ workflow_id=workflow_id, version=Workflow.VERSION_DRAFT
+ )
+
+ mock_session = MagicMock()
+ mock_session.scalar.return_value = mock_workflow
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+
+ with pytest.raises(DraftWorkflowDeletionError, match="Cannot delete draft workflow"):
+ workflow_service.delete_workflow(session=mock_session, workflow_id=workflow_id, tenant_id=tenant_id)
+
+ def test_delete_workflow_in_use_by_app_raises_error(self, workflow_service):
+ """
+ Test delete_workflow raises error when workflow is in use by app.
+
+ Cannot delete a workflow version that's currently published/active.
+ This would break the app for users. Must publish a different version first.
+ """
+ workflow_id = "workflow-123"
+ tenant_id = "tenant-456"
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(workflow_id=workflow_id, version="v1")
+ mock_app = TestWorkflowAssociatedDataFactory.create_app_mock(workflow_id=workflow_id)
+
+ mock_session = MagicMock()
+ mock_session.scalar.side_effect = [mock_workflow, mock_app]
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+
+ with pytest.raises(WorkflowInUseError, match="currently in use by app"):
+ workflow_service.delete_workflow(session=mock_session, workflow_id=workflow_id, tenant_id=tenant_id)
+
+ def test_delete_workflow_published_as_tool_raises_error(self, workflow_service):
+ """
+ Test delete_workflow raises error when workflow is published as tool.
+
+ Workflows can be published as reusable tools for other workflows.
+ Cannot delete a version that's being used as a tool, as this would
+ break other workflows that depend on it.
+ """
+ workflow_id = "workflow-123"
+ tenant_id = "tenant-456"
+ mock_workflow = TestWorkflowAssociatedDataFactory.create_workflow_mock(workflow_id=workflow_id, version="v1")
+ mock_tool_provider = MagicMock()
+
+ mock_session = MagicMock()
+ mock_session.scalar.side_effect = [mock_workflow, None] # workflow exists, no app using it
+ mock_session.query.return_value.where.return_value.first.return_value = mock_tool_provider
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+
+ with pytest.raises(WorkflowInUseError, match="published as a tool"):
+ workflow_service.delete_workflow(session=mock_session, workflow_id=workflow_id, tenant_id=tenant_id)
+
+ def test_delete_workflow_not_found_raises_error(self, workflow_service):
+ """Test delete_workflow raises error when workflow not found."""
+ workflow_id = "nonexistent"
+ tenant_id = "tenant-456"
+
+ mock_session = MagicMock()
+ mock_session.scalar.return_value = None
+
+ with patch("services.workflow_service.select") as mock_select:
+ mock_stmt = MagicMock()
+ mock_select.return_value = mock_stmt
+ mock_stmt.where.return_value = mock_stmt
+
+ with pytest.raises(ValueError, match="not found"):
+ workflow_service.delete_workflow(session=mock_session, workflow_id=workflow_id, tenant_id=tenant_id)
+
+ # ==================== Get Default Block Config Tests ====================
+ # These tests verify retrieval of default node configurations
+
+ def test_get_default_block_configs(self, workflow_service):
+ """
+ Test get_default_block_configs returns list of default configs.
+
+ Returns default configurations for all available node types.
+ Used by the UI to populate the node palette and provide sensible defaults
+ when users add new nodes to their workflow.
+ """
+ with patch("services.workflow_service.NODE_TYPE_CLASSES_MAPPING") as mock_mapping:
+ # Mock node class with default config
+ mock_node_class = MagicMock()
+ mock_node_class.get_default_config.return_value = {"type": "llm", "config": {}}
+
+ mock_mapping.values.return_value = [{"latest": mock_node_class}]
+
+ with patch("services.workflow_service.LATEST_VERSION", "latest"):
+ result = workflow_service.get_default_block_configs()
+
+ assert len(result) > 0
+
+ def test_get_default_block_config_for_node_type(self, workflow_service):
+ """
+ Test get_default_block_config returns config for specific node type.
+
+ Returns the default configuration for a specific node type (e.g., LLM, HTTP).
+ This includes default values for all required and optional parameters.
+ """
+ with (
+ patch("services.workflow_service.NODE_TYPE_CLASSES_MAPPING") as mock_mapping,
+ patch("services.workflow_service.LATEST_VERSION", "latest"),
+ ):
+ # Mock node class with default config
+ mock_node_class = MagicMock()
+ mock_config = {"type": "llm", "config": {"provider": "openai"}}
+ mock_node_class.get_default_config.return_value = mock_config
+
+ # Create a mock mapping that includes NodeType.LLM
+ mock_mapping.__contains__.return_value = True
+ mock_mapping.__getitem__.return_value = {"latest": mock_node_class}
+
+ result = workflow_service.get_default_block_config(NodeType.LLM.value)
+
+ assert result == mock_config
+ mock_node_class.get_default_config.assert_called_once()
+
+ def test_get_default_block_config_invalid_node_type(self, workflow_service):
+ """Test get_default_block_config returns empty dict for invalid node type."""
+ with patch("services.workflow_service.NODE_TYPE_CLASSES_MAPPING") as mock_mapping:
+ # Mock mapping to not contain the node type
+ mock_mapping.__contains__.return_value = False
+
+ # Use a valid NodeType but one that's not in the mapping
+ result = workflow_service.get_default_block_config(NodeType.LLM.value)
+
+ assert result == {}
+
+ # ==================== Workflow Conversion Tests ====================
+ # These tests verify converting basic apps to workflow apps
+
+ def test_convert_to_workflow_from_chat_app(self, workflow_service):
+ """
+ Test convert_to_workflow converts chat app to workflow.
+
+ Allows users to migrate from simple chat apps to advanced workflow apps.
+ The conversion creates equivalent workflow nodes from the chat configuration,
+ giving users more control and customization options.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(mode=AppMode.CHAT.value)
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+ args = {
+ "name": "Converted Workflow",
+ "icon_type": "emoji",
+ "icon": "🤖",
+ "icon_background": "#FFEAD5",
+ }
+
+ with patch("services.workflow_service.WorkflowConverter") as MockConverter:
+ mock_converter = MockConverter.return_value
+ mock_new_app = TestWorkflowAssociatedDataFactory.create_app_mock(mode=AppMode.WORKFLOW.value)
+ mock_converter.convert_to_workflow.return_value = mock_new_app
+
+ result = workflow_service.convert_to_workflow(app, account, args)
+
+ assert result == mock_new_app
+ mock_converter.convert_to_workflow.assert_called_once()
+
+ def test_convert_to_workflow_from_completion_app(self, workflow_service):
+ """
+ Test convert_to_workflow converts completion app to workflow.
+
+ Similar to chat conversion, but for completion-style apps.
+ Completion apps are simpler (single prompt-response), so the
+ conversion creates a basic workflow with fewer nodes.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(mode=AppMode.COMPLETION.value)
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+ args = {"name": "Converted Workflow"}
+
+ with patch("services.workflow_service.WorkflowConverter") as MockConverter:
+ mock_converter = MockConverter.return_value
+ mock_new_app = TestWorkflowAssociatedDataFactory.create_app_mock(mode=AppMode.WORKFLOW.value)
+ mock_converter.convert_to_workflow.return_value = mock_new_app
+
+ result = workflow_service.convert_to_workflow(app, account, args)
+
+ assert result == mock_new_app
+
+ def test_convert_to_workflow_invalid_mode_raises_error(self, workflow_service):
+ """
+ Test convert_to_workflow raises error for invalid app mode.
+
+ Only chat and completion apps can be converted to workflows.
+ Apps that are already workflows or have other modes cannot be converted.
+ """
+ app = TestWorkflowAssociatedDataFactory.create_app_mock(mode=AppMode.WORKFLOW.value)
+ account = TestWorkflowAssociatedDataFactory.create_account_mock()
+ args = {}
+
+ with pytest.raises(ValueError, match="not supported convert to workflow"):
+ workflow_service.convert_to_workflow(app, account, args)
diff --git a/api/tests/unit_tests/services/workflow/test_workflow_converter.py b/api/tests/unit_tests/services/workflow/test_workflow_converter.py
index 8ea5754363..267c0a85a7 100644
--- a/api/tests/unit_tests/services/workflow/test_workflow_converter.py
+++ b/api/tests/unit_tests/services/workflow/test_workflow_converter.py
@@ -70,12 +70,13 @@ def test__convert_to_http_request_node_for_chatbot(default_variables):
api_based_extension_id = "api_based_extension_id"
mock_api_based_extension = APIBasedExtension(
- id=api_based_extension_id,
+ tenant_id="tenant_id",
name="api-1",
api_key="encrypted_api_key",
api_endpoint="https://dify.ai",
)
+ mock_api_based_extension.id = api_based_extension_id
workflow_converter = WorkflowConverter()
workflow_converter._get_api_based_extension = MagicMock(return_value=mock_api_based_extension)
@@ -131,11 +132,12 @@ def test__convert_to_http_request_node_for_workflow_app(default_variables):
api_based_extension_id = "api_based_extension_id"
mock_api_based_extension = APIBasedExtension(
- id=api_based_extension_id,
+ tenant_id="tenant_id",
name="api-1",
api_key="encrypted_api_key",
api_endpoint="https://dify.ai",
)
+ mock_api_based_extension.id = api_based_extension_id
workflow_converter = WorkflowConverter()
workflow_converter._get_api_based_extension = MagicMock(return_value=mock_api_based_extension)
@@ -281,6 +283,7 @@ def test__convert_to_llm_node_for_chatbot_simple_chat_model(default_variables):
assert llm_node["data"]["model"]["name"] == model
assert llm_node["data"]["model"]["mode"] == model_mode.value
template = prompt_template.simple_prompt_template
+ assert template is not None
for v in default_variables:
template = template.replace("{{" + v.variable + "}}", "{{#start." + v.variable + "#}}")
assert llm_node["data"]["prompt_template"][0]["text"] == template + "\n"
@@ -323,6 +326,7 @@ def test__convert_to_llm_node_for_chatbot_simple_completion_model(default_variab
assert llm_node["data"]["model"]["name"] == model
assert llm_node["data"]["model"]["mode"] == model_mode.value
template = prompt_template.simple_prompt_template
+ assert template is not None
for v in default_variables:
template = template.replace("{{" + v.variable + "}}", "{{#start." + v.variable + "#}}")
assert llm_node["data"]["prompt_template"]["text"] == template + "\n"
@@ -374,6 +378,7 @@ def test__convert_to_llm_node_for_chatbot_advanced_chat_model(default_variables)
assert llm_node["data"]["model"]["name"] == model
assert llm_node["data"]["model"]["mode"] == model_mode.value
assert isinstance(llm_node["data"]["prompt_template"], list)
+ assert prompt_template.advanced_chat_prompt_template is not None
assert len(llm_node["data"]["prompt_template"]) == len(prompt_template.advanced_chat_prompt_template.messages)
template = prompt_template.advanced_chat_prompt_template.messages[0].text
for v in default_variables:
@@ -420,6 +425,7 @@ def test__convert_to_llm_node_for_workflow_advanced_completion_model(default_var
assert llm_node["data"]["model"]["name"] == model
assert llm_node["data"]["model"]["mode"] == model_mode.value
assert isinstance(llm_node["data"]["prompt_template"], dict)
+ assert prompt_template.advanced_completion_prompt_template is not None
template = prompt_template.advanced_completion_prompt_template.prompt
for v in default_variables:
template = template.replace("{{" + v.variable + "}}", "{{#start." + v.variable + "#}}")
diff --git a/api/tests/unit_tests/tasks/test_async_workflow_tasks.py b/api/tests/unit_tests/tasks/test_async_workflow_tasks.py
index 3923e256a6..0920f1482c 100644
--- a/api/tests/unit_tests/tasks/test_async_workflow_tasks.py
+++ b/api/tests/unit_tests/tasks/test_async_workflow_tasks.py
@@ -1,6 +1,5 @@
from core.app.apps.workflow.app_generator import SKIP_PREPARE_USER_INPUTS_KEY
-from models.enums import AppTriggerType, WorkflowRunTriggeredFrom
-from services.workflow.entities import TriggerData, WebhookTriggerData
+from services.workflow.entities import WebhookTriggerData
from tasks import async_workflow_tasks
@@ -17,21 +16,3 @@ def test_build_generator_args_sets_skip_flag_for_webhook():
assert args[SKIP_PREPARE_USER_INPUTS_KEY] is True
assert args["inputs"]["webhook_data"]["body"]["foo"] == "bar"
-
-
-def test_build_generator_args_keeps_validation_for_other_triggers():
- trigger_data = TriggerData(
- app_id="app",
- tenant_id="tenant",
- workflow_id="workflow",
- root_node_id="node",
- inputs={"foo": "bar"},
- files=[],
- trigger_type=AppTriggerType.TRIGGER_SCHEDULE,
- trigger_from=WorkflowRunTriggeredFrom.SCHEDULE,
- )
-
- args = async_workflow_tasks._build_generator_args(trigger_data)
-
- assert SKIP_PREPARE_USER_INPUTS_KEY not in args
- assert args["inputs"] == {"foo": "bar"}
diff --git a/api/uv.lock b/api/uv.lock
index 6300adae61..963591ac27 100644
--- a/api/uv.lock
+++ b/api/uv.lock
@@ -124,16 +124,16 @@ wheels = [
[[package]]
name = "alembic"
-version = "1.17.1"
+version = "1.17.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "mako" },
{ name = "sqlalchemy" },
{ name = "typing-extensions" },
]
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+sdist = { url = "https://files.pythonhosted.org/packages/02/a6/74c8cadc2882977d80ad756a13857857dbcf9bd405bc80b662eb10651282/alembic-1.17.2.tar.gz", hash = "sha256:bbe9751705c5e0f14877f02d46c53d10885e377e3d90eda810a016f9baa19e8e", size = 1988064, upload-time = "2025-11-14T20:35:04.057Z" }
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+ { url = "https://files.pythonhosted.org/packages/ba/88/6237e97e3385b57b5f1528647addea5cc03d4d65d5979ab24327d41fb00d/alembic-1.17.2-py3-none-any.whl", hash = "sha256:f483dd1fe93f6c5d49217055e4d15b905b425b6af906746abb35b69c1996c4e6", size = 248554, upload-time = "2025-11-14T20:35:05.699Z" },
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[[package]]
name = "alibabacloud-tea-util"
-version = "0.3.13"
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source = { registry = "https://pypi.org/simple" }
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{ name = "alibabacloud-tea" },
]
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+sdist = { url = "https://files.pythonhosted.org/packages/e9/ee/ea90be94ad781a5055db29556744681fc71190ef444ae53adba45e1be5f3/alibabacloud_tea_util-0.3.14.tar.gz", hash = "sha256:708e7c9f64641a3c9e0e566365d2f23675f8d7c2a3e2971d9402ceede0408cdb", size = 7515, upload-time = "2025-11-19T06:01:08.504Z" }
+wheels = [
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+]
[[package]]
name = "alibabacloud-tea-xml"
@@ -395,11 +398,11 @@ wheels = [
[[package]]
name = "asgiref"
-version = "3.10.0"
+version = "3.11.0"
source = { registry = "https://pypi.org/simple" }
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[[package]]
@@ -498,16 +501,16 @@ wheels = [
[[package]]
name = "bce-python-sdk"
-version = "0.9.52"
+version = "0.9.53"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "future" },
{ name = "pycryptodome" },
{ name = "six" },
]
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+ { url = "https://files.pythonhosted.org/packages/7d/e9/6fc142b5ac5b2e544bc155757dc28eee2b22a576ca9eaf968ac033b6dc45/bce_python_sdk-0.9.53-py3-none-any.whl", hash = "sha256:00fc46b0ff8d1700911aef82b7263533c52a63b1cc5a51449c4f715a116846a7", size = 390434, upload-time = "2025-11-21T03:48:57.201Z" },
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[[package]]
@@ -566,11 +569,11 @@ wheels = [
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name = "billiard"
-version = "4.2.2"
+version = "4.2.3"
source = { registry = "https://pypi.org/simple" }
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[[package]]
@@ -598,16 +601,16 @@ wheels = [
[[package]]
name = "boto3-stubs"
-version = "1.40.72"
+version = "1.41.3"
source = { registry = "https://pypi.org/simple" }
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{ name = "botocore-stubs" },
{ name = "types-s3transfer" },
{ name = "typing-extensions", marker = "python_full_version < '3.12'" },
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+ { url = "https://files.pythonhosted.org/packages/7e/d6/ef971013d1fc7333c6df322d98ebf4592df9c80e1966fb12732f91e9e71b/boto3_stubs-1.41.3-py3-none-any.whl", hash = "sha256:bec698419b31b499f3740f1dfb6dae6519167d9e3aa536f6f730ed280556230b", size = 69294, upload-time = "2025-11-24T20:34:23.1Z" },
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[package.optional-dependencies]
@@ -631,14 +634,14 @@ wheels = [
[[package]]
name = "botocore-stubs"
-version = "1.40.72"
+version = "1.41.3"
source = { registry = "https://pypi.org/simple" }
dependencies = [
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[[package]]
@@ -696,19 +699,22 @@ wheels = [
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+ { url = "https://files.pythonhosted.org/packages/08/3d/f5b8dd2512f33bfab4faba71f66f6873603d625212206dd36f12403ae4ca/zope_interface-8.1.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:a16715808408db7252b8c1597ed9008bdad7bf378ed48eb9b0595fad4170e49d", size = 208660, upload-time = "2025-11-15T08:36:53.579Z" },
+ { url = "https://files.pythonhosted.org/packages/e5/41/c331adea9b11e05ff9ac4eb7d3032b24c36a3654ae9f2bf4ef2997048211/zope_interface-8.1.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ce6b58752acc3352c4aa0b55bbeae2a941d61537e6afdad2467a624219025aae", size = 208851, upload-time = "2025-11-15T08:36:54.854Z" },
+ { url = "https://files.pythonhosted.org/packages/25/00/7a8019c3bb8b119c5f50f0a4869183a4b699ca004a7f87ce98382e6b364c/zope_interface-8.1.1-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:807778883d07177713136479de7fd566f9056a13aef63b686f0ab4807c6be259", size = 259292, upload-time = "2025-11-15T08:36:56.409Z" },
+ { url = "https://files.pythonhosted.org/packages/1a/fc/b70e963bf89345edffdd5d16b61e789fdc09365972b603e13785360fea6f/zope_interface-8.1.1-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:50e5eb3b504a7d63dc25211b9298071d5b10a3eb754d6bf2f8ef06cb49f807ab", size = 264741, upload-time = "2025-11-15T08:36:57.675Z" },
+ { url = "https://files.pythonhosted.org/packages/96/fe/7d0b5c0692b283901b34847f2b2f50d805bfff4b31de4021ac9dfb516d2a/zope_interface-8.1.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:eee6f93b2512ec9466cf30c37548fd3ed7bc4436ab29cd5943d7a0b561f14f0f", size = 264281, upload-time = "2025-11-15T08:36:58.968Z" },
+ { url = "https://files.pythonhosted.org/packages/2b/2c/a7cebede1cf2757be158bcb151fe533fa951038cfc5007c7597f9f86804b/zope_interface-8.1.1-cp312-cp312-win_amd64.whl", hash = "sha256:80edee6116d569883c58ff8efcecac3b737733d646802036dc337aa839a5f06b", size = 212327, upload-time = "2025-11-15T08:37:00.4Z" },
]
[[package]]
diff --git a/dev/start-web b/dev/start-web
index dc06d6a59f..31c5e168f9 100755
--- a/dev/start-web
+++ b/dev/start-web
@@ -5,4 +5,4 @@ set -x
SCRIPT_DIR="$(dirname "$(realpath "$0")")"
cd "$SCRIPT_DIR/../web"
-pnpm install && pnpm build && pnpm start
+pnpm install && pnpm dev
diff --git a/dev/start-worker b/dev/start-worker
index b1e010975b..a01da11d86 100755
--- a/dev/start-worker
+++ b/dev/start-worker
@@ -11,6 +11,7 @@ show_help() {
echo " -c, --concurrency NUM Number of worker processes (default: 1)"
echo " -P, --pool POOL Pool implementation (default: gevent)"
echo " --loglevel LEVEL Log level (default: INFO)"
+ echo " -e, --env-file FILE Path to an env file to source before starting"
echo " -h, --help Show this help message"
echo ""
echo "Examples:"
@@ -44,6 +45,8 @@ CONCURRENCY=1
POOL="gevent"
LOGLEVEL="INFO"
+ENV_FILE=""
+
while [[ $# -gt 0 ]]; do
case $1 in
-q|--queues)
@@ -62,6 +65,10 @@ while [[ $# -gt 0 ]]; do
LOGLEVEL="$2"
shift 2
;;
+ -e|--env-file)
+ ENV_FILE="$2"
+ shift 2
+ ;;
-h|--help)
show_help
exit 0
@@ -77,6 +84,19 @@ done
SCRIPT_DIR="$(dirname "$(realpath "$0")")"
cd "$SCRIPT_DIR/.."
+if [[ -n "${ENV_FILE}" ]]; then
+ if [[ ! -f "${ENV_FILE}" ]]; then
+ echo "Env file ${ENV_FILE} not found"
+ exit 1
+ fi
+
+ echo "Loading environment variables from ${ENV_FILE}"
+ # Export everything sourced from the env file
+ set -a
+ source "${ENV_FILE}"
+ set +a
+fi
+
# If no queues specified, use edition-based defaults
if [[ -z "${QUEUES}" ]]; then
# Get EDITION from environment, default to SELF_HOSTED (community edition)
diff --git a/docker/.env.example b/docker/.env.example
index 5cb948d835..c9981baaba 100644
--- a/docker/.env.example
+++ b/docker/.env.example
@@ -133,6 +133,8 @@ ACCESS_TOKEN_EXPIRE_MINUTES=60
# Refresh token expiration time in days
REFRESH_TOKEN_EXPIRE_DAYS=30
+# The default number of active requests for the application, where 0 means unlimited, should be a non-negative integer.
+APP_DEFAULT_ACTIVE_REQUESTS=0
# The maximum number of active requests for the application, where 0 means unlimited, should be a non-negative integer.
APP_MAX_ACTIVE_REQUESTS=0
APP_MAX_EXECUTION_TIME=1200
@@ -224,15 +226,20 @@ NEXT_PUBLIC_ENABLE_SINGLE_DOLLAR_LATEX=false
# ------------------------------
# Database Configuration
-# The database uses PostgreSQL. Please use the public schema.
-# It is consistent with the configuration in the 'db' service below.
+# The database uses PostgreSQL or MySQL. OceanBase and seekdb are also supported. Please use the public schema.
+# It is consistent with the configuration in the database service below.
+# You can adjust the database configuration according to your needs.
# ------------------------------
+# Database type, supported values are `postgresql` and `mysql`
+DB_TYPE=postgresql
+
DB_USERNAME=postgres
DB_PASSWORD=difyai123456
-DB_HOST=db
+DB_HOST=db_postgres
DB_PORT=5432
DB_DATABASE=dify
+
# The size of the database connection pool.
# The default is 30 connections, which can be appropriately increased.
SQLALCHEMY_POOL_SIZE=30
@@ -294,6 +301,29 @@ POSTGRES_STATEMENT_TIMEOUT=0
# A value of 0 prevents the server from terminating idle sessions.
POSTGRES_IDLE_IN_TRANSACTION_SESSION_TIMEOUT=0
+# MySQL Performance Configuration
+# Maximum number of connections to MySQL
+#
+# Default is 1000
+MYSQL_MAX_CONNECTIONS=1000
+
+# InnoDB buffer pool size
+# Default is 512M
+# Recommended value: 70-80% of available memory for dedicated MySQL server
+# Reference: https://dev.mysql.com/doc/refman/8.0/en/innodb-parameters.html#sysvar_innodb_buffer_pool_size
+MYSQL_INNODB_BUFFER_POOL_SIZE=512M
+
+# InnoDB log file size
+# Default is 128M
+# Reference: https://dev.mysql.com/doc/refman/8.0/en/innodb-parameters.html#sysvar_innodb_log_file_size
+MYSQL_INNODB_LOG_FILE_SIZE=128M
+
+# InnoDB flush log at transaction commit
+# Default is 2 (flush to OS cache, sync every second)
+# Options: 0 (no flush), 1 (flush and sync), 2 (flush to OS cache)
+# Reference: https://dev.mysql.com/doc/refman/8.0/en/innodb-parameters.html#sysvar_innodb_flush_log_at_trx_commit
+MYSQL_INNODB_FLUSH_LOG_AT_TRX_COMMIT=2
+
# ------------------------------
# Redis Configuration
# This Redis configuration is used for caching and for pub/sub during conversation.
@@ -488,7 +518,7 @@ SUPABASE_URL=your-server-url
# ------------------------------
# The type of vector store to use.
-# Supported values are `weaviate`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `oceanbase`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`, `clickzetta`, `alibabacloud_mysql`.
+# Supported values are `weaviate`, `oceanbase`, `qdrant`, `milvus`, `myscale`, `relyt`, `pgvector`, `pgvecto-rs`, `chroma`, `opensearch`, `oracle`, `tencent`, `elasticsearch`, `elasticsearch-ja`, `analyticdb`, `couchbase`, `vikingdb`, `opengauss`, `tablestore`,`vastbase`,`tidb`,`tidb_on_qdrant`,`baidu`,`lindorm`,`huawei_cloud`,`upstash`, `matrixone`, `clickzetta`, `alibabacloud_mysql`.
VECTOR_STORE=weaviate
# Prefix used to create collection name in vector database
VECTOR_INDEX_NAME_PREFIX=Vector_index
@@ -497,6 +527,24 @@ VECTOR_INDEX_NAME_PREFIX=Vector_index
WEAVIATE_ENDPOINT=http://weaviate:8080
WEAVIATE_API_KEY=WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih
WEAVIATE_GRPC_ENDPOINT=grpc://weaviate:50051
+WEAVIATE_TOKENIZATION=word
+
+# For OceanBase metadata database configuration, available when `DB_TYPE` is `mysql` and `COMPOSE_PROFILES` includes `oceanbase`.
+# For OceanBase vector database configuration, available when `VECTOR_STORE` is `oceanbase`
+# If you want to use OceanBase as both vector database and metadata database, you need to set `DB_TYPE` to `mysql`, `COMPOSE_PROFILES` is `oceanbase`, and set Database Configuration is the same as the vector database.
+# seekdb is the lite version of OceanBase and shares the connection configuration with OceanBase.
+OCEANBASE_VECTOR_HOST=oceanbase
+OCEANBASE_VECTOR_PORT=2881
+OCEANBASE_VECTOR_USER=root@test
+OCEANBASE_VECTOR_PASSWORD=difyai123456
+OCEANBASE_VECTOR_DATABASE=test
+OCEANBASE_CLUSTER_NAME=difyai
+OCEANBASE_MEMORY_LIMIT=6G
+OCEANBASE_ENABLE_HYBRID_SEARCH=false
+# For OceanBase vector database, built-in fulltext parsers are `ngram`, `beng`, `space`, `ngram2`, `ik`
+# For OceanBase vector database, external fulltext parsers (require plugin installation) are `japanese_ftparser`, `thai_ftparser`
+OCEANBASE_FULLTEXT_PARSER=ik
+SEEKDB_MEMORY_LIMIT=2G
# The Qdrant endpoint URL. Only available when VECTOR_STORE is `qdrant`.
QDRANT_URL=http://qdrant:6333
@@ -703,19 +751,6 @@ LINDORM_PASSWORD=admin
LINDORM_USING_UGC=True
LINDORM_QUERY_TIMEOUT=1
-# OceanBase Vector configuration, only available when VECTOR_STORE is `oceanbase`
-# Built-in fulltext parsers are `ngram`, `beng`, `space`, `ngram2`, `ik`
-# External fulltext parsers (require plugin installation) are `japanese_ftparser`, `thai_ftparser`
-OCEANBASE_VECTOR_HOST=oceanbase
-OCEANBASE_VECTOR_PORT=2881
-OCEANBASE_VECTOR_USER=root@test
-OCEANBASE_VECTOR_PASSWORD=difyai123456
-OCEANBASE_VECTOR_DATABASE=test
-OCEANBASE_CLUSTER_NAME=difyai
-OCEANBASE_MEMORY_LIMIT=6G
-OCEANBASE_ENABLE_HYBRID_SEARCH=false
-OCEANBASE_FULLTEXT_PARSER=ik
-
# opengauss configurations, only available when VECTOR_STORE is `opengauss`
OPENGAUSS_HOST=opengauss
OPENGAUSS_PORT=6600
@@ -1039,7 +1074,7 @@ ALLOW_UNSAFE_DATA_SCHEME=false
MAX_TREE_DEPTH=50
# ------------------------------
-# Environment Variables for db Service
+# Environment Variables for database Service
# ------------------------------
# The name of the default postgres user.
@@ -1048,9 +1083,19 @@ POSTGRES_USER=${DB_USERNAME}
POSTGRES_PASSWORD=${DB_PASSWORD}
# The name of the default postgres database.
POSTGRES_DB=${DB_DATABASE}
-# postgres data directory
+# Postgres data directory
PGDATA=/var/lib/postgresql/data/pgdata
+# MySQL Default Configuration
+# The name of the default mysql user.
+MYSQL_USERNAME=${DB_USERNAME}
+# The password for the default mysql user.
+MYSQL_PASSWORD=${DB_PASSWORD}
+# The name of the default mysql database.
+MYSQL_DATABASE=${DB_DATABASE}
+# MySQL data directory
+MYSQL_HOST_VOLUME=./volumes/mysql/data
+
# ------------------------------
# Environment Variables for sandbox Service
# ------------------------------
@@ -1210,12 +1255,12 @@ SSRF_POOL_MAX_KEEPALIVE_CONNECTIONS=20
SSRF_POOL_KEEPALIVE_EXPIRY=5.0
# ------------------------------
-# docker env var for specifying vector db type at startup
-# (based on the vector db type, the corresponding docker
+# docker env var for specifying vector db and metadata db type at startup
+# (based on the vector db and metadata db type, the corresponding docker
# compose profile will be used)
# if you want to use unstructured, add ',unstructured' to the end
# ------------------------------
-COMPOSE_PROFILES=${VECTOR_STORE:-weaviate}
+COMPOSE_PROFILES=${VECTOR_STORE:-weaviate},${DB_TYPE:-postgresql}
# ------------------------------
# Docker Compose Service Expose Host Port Configurations
@@ -1383,4 +1428,4 @@ WORKFLOW_SCHEDULE_POLLER_BATCH_SIZE=100
WORKFLOW_SCHEDULE_MAX_DISPATCH_PER_TICK=0
# Tenant isolated task queue configuration
-TENANT_ISOLATED_TASK_CONCURRENCY=1
+TENANT_ISOLATED_TASK_CONCURRENCY=1
\ No newline at end of file
diff --git a/docker/README.md b/docker/README.md
index b5c46eb9fc..375570f106 100644
--- a/docker/README.md
+++ b/docker/README.md
@@ -40,7 +40,9 @@ Welcome to the new `docker` directory for deploying Dify using Docker Compose. T
- Ensure the `middleware.env` file is created by running `cp middleware.env.example middleware.env` (refer to the `middleware.env.example` file).
1. **Running Middleware Services**:
- Navigate to the `docker` directory.
- - Execute `docker compose -f docker-compose.middleware.yaml --profile weaviate -p dify up -d` to start the middleware services. (Change the profile to other vector database if you are not using weaviate)
+ - Execute `docker compose --env-file middleware.env -f docker-compose.middleware.yaml -p dify up -d` to start PostgreSQL/MySQL (per `DB_TYPE`) plus the bundled Weaviate instance.
+
+> Compose automatically loads `COMPOSE_PROFILES=${DB_TYPE:-postgresql},weaviate` from `middleware.env`, so no extra `--profile` flags are needed. Adjust variables in `middleware.env` if you want a different combination of services.
### Migration for Existing Users
diff --git a/docker/docker-compose-template.yaml b/docker/docker-compose-template.yaml
index e01437689d..703a60ef67 100644
--- a/docker/docker-compose-template.yaml
+++ b/docker/docker-compose-template.yaml
@@ -2,7 +2,7 @@ x-shared-env: &shared-api-worker-env
services:
# API service
api:
- image: langgenius/dify-api:1.10.0
+ image: langgenius/dify-api:1.10.1
restart: always
environment:
# Use the shared environment variables.
@@ -17,8 +17,18 @@ services:
PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
depends_on:
- db:
+ db_postgres:
condition: service_healthy
+ required: false
+ db_mysql:
+ condition: service_healthy
+ required: false
+ oceanbase:
+ condition: service_healthy
+ required: false
+ seekdb:
+ condition: service_healthy
+ required: false
redis:
condition: service_started
volumes:
@@ -31,7 +41,7 @@ services:
# worker service
# The Celery worker for processing all queues (dataset, workflow, mail, etc.)
worker:
- image: langgenius/dify-api:1.10.0
+ image: langgenius/dify-api:1.10.1
restart: always
environment:
# Use the shared environment variables.
@@ -44,8 +54,18 @@ services:
PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
depends_on:
- db:
+ db_postgres:
condition: service_healthy
+ required: false
+ db_mysql:
+ condition: service_healthy
+ required: false
+ oceanbase:
+ condition: service_healthy
+ required: false
+ seekdb:
+ condition: service_healthy
+ required: false
redis:
condition: service_started
volumes:
@@ -58,7 +78,7 @@ services:
# worker_beat service
# Celery beat for scheduling periodic tasks.
worker_beat:
- image: langgenius/dify-api:1.10.0
+ image: langgenius/dify-api:1.10.1
restart: always
environment:
# Use the shared environment variables.
@@ -66,8 +86,18 @@ services:
# Startup mode, 'worker_beat' starts the Celery beat for scheduling periodic tasks.
MODE: beat
depends_on:
- db:
+ db_postgres:
condition: service_healthy
+ required: false
+ db_mysql:
+ condition: service_healthy
+ required: false
+ oceanbase:
+ condition: service_healthy
+ required: false
+ seekdb:
+ condition: service_healthy
+ required: false
redis:
condition: service_started
networks:
@@ -76,7 +106,7 @@ services:
# Frontend web application.
web:
- image: langgenius/dify-web:1.10.0
+ image: langgenius/dify-web:1.10.1
restart: always
environment:
CONSOLE_API_URL: ${CONSOLE_API_URL:-}
@@ -101,11 +131,12 @@ services:
ENABLE_WEBSITE_JINAREADER: ${ENABLE_WEBSITE_JINAREADER:-true}
ENABLE_WEBSITE_FIRECRAWL: ${ENABLE_WEBSITE_FIRECRAWL:-true}
ENABLE_WEBSITE_WATERCRAWL: ${ENABLE_WEBSITE_WATERCRAWL:-true}
- NEXT_PUBLIC_ENABLE_SINGLE_DOLLAR_LATEX: ${NEXT_PUBLIC_ENABLE_SINGLE_DOLLAR_LATEX:-false}
- # The postgres database.
- db:
+ # The PostgreSQL database.
+ db_postgres:
image: postgres:15-alpine
+ profiles:
+ - postgresql
restart: always
environment:
POSTGRES_USER: ${POSTGRES_USER:-postgres}
@@ -128,16 +159,46 @@ services:
"CMD",
"pg_isready",
"-h",
- "db",
+ "db_postgres",
"-U",
"${PGUSER:-postgres}",
"-d",
- "${POSTGRES_DB:-dify}",
+ "${DB_DATABASE:-dify}",
]
interval: 1s
timeout: 3s
retries: 60
+ # The mysql database.
+ db_mysql:
+ image: mysql:8.0
+ profiles:
+ - mysql
+ restart: always
+ environment:
+ MYSQL_ROOT_PASSWORD: ${MYSQL_PASSWORD:-difyai123456}
+ MYSQL_DATABASE: ${MYSQL_DATABASE:-dify}
+ command: >
+ --max_connections=1000
+ --innodb_buffer_pool_size=${MYSQL_INNODB_BUFFER_POOL_SIZE:-512M}
+ --innodb_log_file_size=${MYSQL_INNODB_LOG_FILE_SIZE:-128M}
+ --innodb_flush_log_at_trx_commit=${MYSQL_INNODB_FLUSH_LOG_AT_TRX_COMMIT:-2}
+ volumes:
+ - ${MYSQL_HOST_VOLUME:-./volumes/mysql/data}:/var/lib/mysql
+ healthcheck:
+ test:
+ [
+ "CMD",
+ "mysqladmin",
+ "ping",
+ "-u",
+ "root",
+ "-p${MYSQL_PASSWORD:-difyai123456}",
+ ]
+ interval: 1s
+ timeout: 3s
+ retries: 30
+
# The redis cache.
redis:
image: redis:6-alpine
@@ -238,8 +299,18 @@ services:
volumes:
- ./volumes/plugin_daemon:/app/storage
depends_on:
- db:
+ db_postgres:
condition: service_healthy
+ required: false
+ db_mysql:
+ condition: service_healthy
+ required: false
+ oceanbase:
+ condition: service_healthy
+ required: false
+ seekdb:
+ condition: service_healthy
+ required: false
# ssrf_proxy server
# for more information, please refer to
@@ -355,10 +426,67 @@ services:
AUTHORIZATION_ADMINLIST_ENABLED: ${WEAVIATE_AUTHORIZATION_ADMINLIST_ENABLED:-true}
AUTHORIZATION_ADMINLIST_USERS: ${WEAVIATE_AUTHORIZATION_ADMINLIST_USERS:-hello@dify.ai}
+ # OceanBase vector database
+ oceanbase:
+ image: oceanbase/oceanbase-ce:4.3.5-lts
+ container_name: oceanbase
+ profiles:
+ - oceanbase
+ restart: always
+ volumes:
+ - ./volumes/oceanbase/data:/root/ob
+ - ./volumes/oceanbase/conf:/root/.obd/cluster
+ - ./volumes/oceanbase/init.d:/root/boot/init.d
+ environment:
+ OB_MEMORY_LIMIT: ${OCEANBASE_MEMORY_LIMIT:-6G}
+ OB_SYS_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
+ OB_TENANT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
+ OB_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
+ OB_SERVER_IP: 127.0.0.1
+ MODE: mini
+ LANG: en_US.UTF-8
+ ports:
+ - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
+ healthcheck:
+ test:
+ [
+ "CMD-SHELL",
+ 'obclient -h127.0.0.1 -P2881 -uroot@test -p${OCEANBASE_VECTOR_PASSWORD:-difyai123456} -e "SELECT 1;"',
+ ]
+ interval: 10s
+ retries: 30
+ start_period: 30s
+ timeout: 10s
+
+ # seekdb vector database
+ seekdb:
+ image: oceanbase/seekdb:latest
+ container_name: seekdb
+ profiles:
+ - seekdb
+ restart: always
+ volumes:
+ - ./volumes/seekdb:/var/lib/oceanbase
+ environment:
+ ROOT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
+ MEMORY_LIMIT: ${SEEKDB_MEMORY_LIMIT:-2G}
+ REPORTER: dify-ai-seekdb
+ ports:
+ - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
+ healthcheck:
+ test:
+ [
+ "CMD-SHELL",
+ 'mysql -h127.0.0.1 -P2881 -uroot -p${OCEANBASE_VECTOR_PASSWORD:-difyai123456} -e "SELECT 1;"',
+ ]
+ interval: 5s
+ retries: 60
+ timeout: 5s
+
# Qdrant vector store.
# (if used, you need to set VECTOR_STORE to qdrant in the api & worker service.)
qdrant:
- image: langgenius/qdrant:v1.7.3
+ image: langgenius/qdrant:v1.8.3
profiles:
- qdrant
restart: always
@@ -490,38 +618,6 @@ services:
CHROMA_SERVER_AUTHN_PROVIDER: ${CHROMA_SERVER_AUTHN_PROVIDER:-chromadb.auth.token_authn.TokenAuthenticationServerProvider}
IS_PERSISTENT: ${CHROMA_IS_PERSISTENT:-TRUE}
- # OceanBase vector database
- oceanbase:
- image: oceanbase/oceanbase-ce:4.3.5-lts
- container_name: oceanbase
- profiles:
- - oceanbase
- restart: always
- volumes:
- - ./volumes/oceanbase/data:/root/ob
- - ./volumes/oceanbase/conf:/root/.obd/cluster
- - ./volumes/oceanbase/init.d:/root/boot/init.d
- environment:
- OB_MEMORY_LIMIT: ${OCEANBASE_MEMORY_LIMIT:-6G}
- OB_SYS_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
- OB_TENANT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
- OB_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
- OB_SERVER_IP: 127.0.0.1
- MODE: mini
- LANG: en_US.UTF-8
- ports:
- - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
- healthcheck:
- test:
- [
- "CMD-SHELL",
- 'obclient -h127.0.0.1 -P2881 -uroot@test -p$${OB_TENANT_PASSWORD} -e "SELECT 1;"',
- ]
- interval: 10s
- retries: 30
- start_period: 30s
- timeout: 10s
-
# Oracle vector database
oracle:
image: container-registry.oracle.com/database/free:latest
@@ -580,7 +676,7 @@ services:
milvus-standalone:
container_name: milvus-standalone
- image: milvusdb/milvus:v2.5.15
+ image: milvusdb/milvus:v2.6.3
profiles:
- milvus
command: ["milvus", "run", "standalone"]
diff --git a/docker/docker-compose.middleware.yaml b/docker/docker-compose.middleware.yaml
index b93457f8dc..b409e3d26d 100644
--- a/docker/docker-compose.middleware.yaml
+++ b/docker/docker-compose.middleware.yaml
@@ -1,7 +1,10 @@
services:
# The postgres database.
- db:
+ db_postgres:
image: postgres:15-alpine
+ profiles:
+ - ""
+ - postgresql
restart: always
env_file:
- ./middleware.env
@@ -27,7 +30,7 @@ services:
"CMD",
"pg_isready",
"-h",
- "db",
+ "db_postgres",
"-U",
"${PGUSER:-postgres}",
"-d",
@@ -37,6 +40,39 @@ services:
timeout: 3s
retries: 30
+ db_mysql:
+ image: mysql:8.0
+ profiles:
+ - mysql
+ restart: always
+ env_file:
+ - ./middleware.env
+ environment:
+ MYSQL_ROOT_PASSWORD: ${MYSQL_PASSWORD:-difyai123456}
+ MYSQL_DATABASE: ${MYSQL_DATABASE:-dify}
+ command: >
+ --max_connections=1000
+ --innodb_buffer_pool_size=${MYSQL_INNODB_BUFFER_POOL_SIZE:-512M}
+ --innodb_log_file_size=${MYSQL_INNODB_LOG_FILE_SIZE:-128M}
+ --innodb_flush_log_at_trx_commit=${MYSQL_INNODB_FLUSH_LOG_AT_TRX_COMMIT:-2}
+ volumes:
+ - ${MYSQL_HOST_VOLUME:-./volumes/mysql/data}:/var/lib/mysql
+ ports:
+ - "${EXPOSE_MYSQL_PORT:-3306}:3306"
+ healthcheck:
+ test:
+ [
+ "CMD",
+ "mysqladmin",
+ "ping",
+ "-u",
+ "root",
+ "-p${MYSQL_PASSWORD:-difyai123456}",
+ ]
+ interval: 1s
+ timeout: 3s
+ retries: 30
+
# The redis cache.
redis:
image: redis:6-alpine
@@ -93,10 +129,6 @@ services:
- ./middleware.env
environment:
# Use the shared environment variables.
- DB_HOST: ${DB_HOST:-db}
- DB_PORT: ${DB_PORT:-5432}
- DB_USERNAME: ${DB_USER:-postgres}
- DB_PASSWORD: ${DB_PASSWORD:-difyai123456}
DB_DATABASE: ${DB_PLUGIN_DATABASE:-dify_plugin}
REDIS_HOST: ${REDIS_HOST:-redis}
REDIS_PORT: ${REDIS_PORT:-6379}
diff --git a/docker/docker-compose.yaml b/docker/docker-compose.yaml
index 0117ebce3f..de2e3943fe 100644
--- a/docker/docker-compose.yaml
+++ b/docker/docker-compose.yaml
@@ -34,6 +34,7 @@ x-shared-env: &shared-api-worker-env
FILES_ACCESS_TIMEOUT: ${FILES_ACCESS_TIMEOUT:-300}
ACCESS_TOKEN_EXPIRE_MINUTES: ${ACCESS_TOKEN_EXPIRE_MINUTES:-60}
REFRESH_TOKEN_EXPIRE_DAYS: ${REFRESH_TOKEN_EXPIRE_DAYS:-30}
+ APP_DEFAULT_ACTIVE_REQUESTS: ${APP_DEFAULT_ACTIVE_REQUESTS:-0}
APP_MAX_ACTIVE_REQUESTS: ${APP_MAX_ACTIVE_REQUESTS:-0}
APP_MAX_EXECUTION_TIME: ${APP_MAX_EXECUTION_TIME:-1200}
DIFY_BIND_ADDRESS: ${DIFY_BIND_ADDRESS:-0.0.0.0}
@@ -53,9 +54,10 @@ x-shared-env: &shared-api-worker-env
ENABLE_WEBSITE_FIRECRAWL: ${ENABLE_WEBSITE_FIRECRAWL:-true}
ENABLE_WEBSITE_WATERCRAWL: ${ENABLE_WEBSITE_WATERCRAWL:-true}
NEXT_PUBLIC_ENABLE_SINGLE_DOLLAR_LATEX: ${NEXT_PUBLIC_ENABLE_SINGLE_DOLLAR_LATEX:-false}
+ DB_TYPE: ${DB_TYPE:-postgresql}
DB_USERNAME: ${DB_USERNAME:-postgres}
DB_PASSWORD: ${DB_PASSWORD:-difyai123456}
- DB_HOST: ${DB_HOST:-db}
+ DB_HOST: ${DB_HOST:-db_postgres}
DB_PORT: ${DB_PORT:-5432}
DB_DATABASE: ${DB_DATABASE:-dify}
SQLALCHEMY_POOL_SIZE: ${SQLALCHEMY_POOL_SIZE:-30}
@@ -72,6 +74,10 @@ x-shared-env: &shared-api-worker-env
POSTGRES_EFFECTIVE_CACHE_SIZE: ${POSTGRES_EFFECTIVE_CACHE_SIZE:-4096MB}
POSTGRES_STATEMENT_TIMEOUT: ${POSTGRES_STATEMENT_TIMEOUT:-0}
POSTGRES_IDLE_IN_TRANSACTION_SESSION_TIMEOUT: ${POSTGRES_IDLE_IN_TRANSACTION_SESSION_TIMEOUT:-0}
+ MYSQL_MAX_CONNECTIONS: ${MYSQL_MAX_CONNECTIONS:-1000}
+ MYSQL_INNODB_BUFFER_POOL_SIZE: ${MYSQL_INNODB_BUFFER_POOL_SIZE:-512M}
+ MYSQL_INNODB_LOG_FILE_SIZE: ${MYSQL_INNODB_LOG_FILE_SIZE:-128M}
+ MYSQL_INNODB_FLUSH_LOG_AT_TRX_COMMIT: ${MYSQL_INNODB_FLUSH_LOG_AT_TRX_COMMIT:-2}
REDIS_HOST: ${REDIS_HOST:-redis}
REDIS_PORT: ${REDIS_PORT:-6379}
REDIS_USERNAME: ${REDIS_USERNAME:-}
@@ -159,6 +165,17 @@ x-shared-env: &shared-api-worker-env
WEAVIATE_ENDPOINT: ${WEAVIATE_ENDPOINT:-http://weaviate:8080}
WEAVIATE_API_KEY: ${WEAVIATE_API_KEY:-WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih}
WEAVIATE_GRPC_ENDPOINT: ${WEAVIATE_GRPC_ENDPOINT:-grpc://weaviate:50051}
+ WEAVIATE_TOKENIZATION: ${WEAVIATE_TOKENIZATION:-word}
+ OCEANBASE_VECTOR_HOST: ${OCEANBASE_VECTOR_HOST:-oceanbase}
+ OCEANBASE_VECTOR_PORT: ${OCEANBASE_VECTOR_PORT:-2881}
+ OCEANBASE_VECTOR_USER: ${OCEANBASE_VECTOR_USER:-root@test}
+ OCEANBASE_VECTOR_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
+ OCEANBASE_VECTOR_DATABASE: ${OCEANBASE_VECTOR_DATABASE:-test}
+ OCEANBASE_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
+ OCEANBASE_MEMORY_LIMIT: ${OCEANBASE_MEMORY_LIMIT:-6G}
+ OCEANBASE_ENABLE_HYBRID_SEARCH: ${OCEANBASE_ENABLE_HYBRID_SEARCH:-false}
+ OCEANBASE_FULLTEXT_PARSER: ${OCEANBASE_FULLTEXT_PARSER:-ik}
+ SEEKDB_MEMORY_LIMIT: ${SEEKDB_MEMORY_LIMIT:-2G}
QDRANT_URL: ${QDRANT_URL:-http://qdrant:6333}
QDRANT_API_KEY: ${QDRANT_API_KEY:-difyai123456}
QDRANT_CLIENT_TIMEOUT: ${QDRANT_CLIENT_TIMEOUT:-20}
@@ -314,15 +331,6 @@ x-shared-env: &shared-api-worker-env
LINDORM_PASSWORD: ${LINDORM_PASSWORD:-admin}
LINDORM_USING_UGC: ${LINDORM_USING_UGC:-True}
LINDORM_QUERY_TIMEOUT: ${LINDORM_QUERY_TIMEOUT:-1}
- OCEANBASE_VECTOR_HOST: ${OCEANBASE_VECTOR_HOST:-oceanbase}
- OCEANBASE_VECTOR_PORT: ${OCEANBASE_VECTOR_PORT:-2881}
- OCEANBASE_VECTOR_USER: ${OCEANBASE_VECTOR_USER:-root@test}
- OCEANBASE_VECTOR_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
- OCEANBASE_VECTOR_DATABASE: ${OCEANBASE_VECTOR_DATABASE:-test}
- OCEANBASE_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
- OCEANBASE_MEMORY_LIMIT: ${OCEANBASE_MEMORY_LIMIT:-6G}
- OCEANBASE_ENABLE_HYBRID_SEARCH: ${OCEANBASE_ENABLE_HYBRID_SEARCH:-false}
- OCEANBASE_FULLTEXT_PARSER: ${OCEANBASE_FULLTEXT_PARSER:-ik}
OPENGAUSS_HOST: ${OPENGAUSS_HOST:-opengauss}
OPENGAUSS_PORT: ${OPENGAUSS_PORT:-6600}
OPENGAUSS_USER: ${OPENGAUSS_USER:-postgres}
@@ -451,6 +459,10 @@ x-shared-env: &shared-api-worker-env
POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-${DB_PASSWORD}}
POSTGRES_DB: ${POSTGRES_DB:-${DB_DATABASE}}
PGDATA: ${PGDATA:-/var/lib/postgresql/data/pgdata}
+ MYSQL_USERNAME: ${MYSQL_USERNAME:-${DB_USERNAME}}
+ MYSQL_PASSWORD: ${MYSQL_PASSWORD:-${DB_PASSWORD}}
+ MYSQL_DATABASE: ${MYSQL_DATABASE:-${DB_DATABASE}}
+ MYSQL_HOST_VOLUME: ${MYSQL_HOST_VOLUME:-./volumes/mysql/data}
SANDBOX_API_KEY: ${SANDBOX_API_KEY:-dify-sandbox}
SANDBOX_GIN_MODE: ${SANDBOX_GIN_MODE:-release}
SANDBOX_WORKER_TIMEOUT: ${SANDBOX_WORKER_TIMEOUT:-15}
@@ -625,7 +637,7 @@ x-shared-env: &shared-api-worker-env
services:
# API service
api:
- image: langgenius/dify-api:1.10.0
+ image: langgenius/dify-api:1.10.1
restart: always
environment:
# Use the shared environment variables.
@@ -640,8 +652,18 @@ services:
PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
depends_on:
- db:
+ db_postgres:
condition: service_healthy
+ required: false
+ db_mysql:
+ condition: service_healthy
+ required: false
+ oceanbase:
+ condition: service_healthy
+ required: false
+ seekdb:
+ condition: service_healthy
+ required: false
redis:
condition: service_started
volumes:
@@ -654,7 +676,7 @@ services:
# worker service
# The Celery worker for processing all queues (dataset, workflow, mail, etc.)
worker:
- image: langgenius/dify-api:1.10.0
+ image: langgenius/dify-api:1.10.1
restart: always
environment:
# Use the shared environment variables.
@@ -667,8 +689,18 @@ services:
PLUGIN_MAX_PACKAGE_SIZE: ${PLUGIN_MAX_PACKAGE_SIZE:-52428800}
INNER_API_KEY_FOR_PLUGIN: ${PLUGIN_DIFY_INNER_API_KEY:-QaHbTe77CtuXmsfyhR7+vRjI/+XbV1AaFy691iy+kGDv2Jvy0/eAh8Y1}
depends_on:
- db:
+ db_postgres:
condition: service_healthy
+ required: false
+ db_mysql:
+ condition: service_healthy
+ required: false
+ oceanbase:
+ condition: service_healthy
+ required: false
+ seekdb:
+ condition: service_healthy
+ required: false
redis:
condition: service_started
volumes:
@@ -681,7 +713,7 @@ services:
# worker_beat service
# Celery beat for scheduling periodic tasks.
worker_beat:
- image: langgenius/dify-api:1.10.0
+ image: langgenius/dify-api:1.10.1
restart: always
environment:
# Use the shared environment variables.
@@ -689,8 +721,18 @@ services:
# Startup mode, 'worker_beat' starts the Celery beat for scheduling periodic tasks.
MODE: beat
depends_on:
- db:
+ db_postgres:
condition: service_healthy
+ required: false
+ db_mysql:
+ condition: service_healthy
+ required: false
+ oceanbase:
+ condition: service_healthy
+ required: false
+ seekdb:
+ condition: service_healthy
+ required: false
redis:
condition: service_started
networks:
@@ -699,7 +741,7 @@ services:
# Frontend web application.
web:
- image: langgenius/dify-web:1.10.0
+ image: langgenius/dify-web:1.10.1
restart: always
environment:
CONSOLE_API_URL: ${CONSOLE_API_URL:-}
@@ -724,11 +766,12 @@ services:
ENABLE_WEBSITE_JINAREADER: ${ENABLE_WEBSITE_JINAREADER:-true}
ENABLE_WEBSITE_FIRECRAWL: ${ENABLE_WEBSITE_FIRECRAWL:-true}
ENABLE_WEBSITE_WATERCRAWL: ${ENABLE_WEBSITE_WATERCRAWL:-true}
- NEXT_PUBLIC_ENABLE_SINGLE_DOLLAR_LATEX: ${NEXT_PUBLIC_ENABLE_SINGLE_DOLLAR_LATEX:-false}
- # The postgres database.
- db:
+ # The PostgreSQL database.
+ db_postgres:
image: postgres:15-alpine
+ profiles:
+ - postgresql
restart: always
environment:
POSTGRES_USER: ${POSTGRES_USER:-postgres}
@@ -751,16 +794,46 @@ services:
"CMD",
"pg_isready",
"-h",
- "db",
+ "db_postgres",
"-U",
"${PGUSER:-postgres}",
"-d",
- "${POSTGRES_DB:-dify}",
+ "${DB_DATABASE:-dify}",
]
interval: 1s
timeout: 3s
retries: 60
+ # The mysql database.
+ db_mysql:
+ image: mysql:8.0
+ profiles:
+ - mysql
+ restart: always
+ environment:
+ MYSQL_ROOT_PASSWORD: ${MYSQL_PASSWORD:-difyai123456}
+ MYSQL_DATABASE: ${MYSQL_DATABASE:-dify}
+ command: >
+ --max_connections=1000
+ --innodb_buffer_pool_size=${MYSQL_INNODB_BUFFER_POOL_SIZE:-512M}
+ --innodb_log_file_size=${MYSQL_INNODB_LOG_FILE_SIZE:-128M}
+ --innodb_flush_log_at_trx_commit=${MYSQL_INNODB_FLUSH_LOG_AT_TRX_COMMIT:-2}
+ volumes:
+ - ${MYSQL_HOST_VOLUME:-./volumes/mysql/data}:/var/lib/mysql
+ healthcheck:
+ test:
+ [
+ "CMD",
+ "mysqladmin",
+ "ping",
+ "-u",
+ "root",
+ "-p${MYSQL_PASSWORD:-difyai123456}",
+ ]
+ interval: 1s
+ timeout: 3s
+ retries: 30
+
# The redis cache.
redis:
image: redis:6-alpine
@@ -861,8 +934,18 @@ services:
volumes:
- ./volumes/plugin_daemon:/app/storage
depends_on:
- db:
+ db_postgres:
condition: service_healthy
+ required: false
+ db_mysql:
+ condition: service_healthy
+ required: false
+ oceanbase:
+ condition: service_healthy
+ required: false
+ seekdb:
+ condition: service_healthy
+ required: false
# ssrf_proxy server
# for more information, please refer to
@@ -978,10 +1061,67 @@ services:
AUTHORIZATION_ADMINLIST_ENABLED: ${WEAVIATE_AUTHORIZATION_ADMINLIST_ENABLED:-true}
AUTHORIZATION_ADMINLIST_USERS: ${WEAVIATE_AUTHORIZATION_ADMINLIST_USERS:-hello@dify.ai}
+ # OceanBase vector database
+ oceanbase:
+ image: oceanbase/oceanbase-ce:4.3.5-lts
+ container_name: oceanbase
+ profiles:
+ - oceanbase
+ restart: always
+ volumes:
+ - ./volumes/oceanbase/data:/root/ob
+ - ./volumes/oceanbase/conf:/root/.obd/cluster
+ - ./volumes/oceanbase/init.d:/root/boot/init.d
+ environment:
+ OB_MEMORY_LIMIT: ${OCEANBASE_MEMORY_LIMIT:-6G}
+ OB_SYS_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
+ OB_TENANT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
+ OB_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
+ OB_SERVER_IP: 127.0.0.1
+ MODE: mini
+ LANG: en_US.UTF-8
+ ports:
+ - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
+ healthcheck:
+ test:
+ [
+ "CMD-SHELL",
+ 'obclient -h127.0.0.1 -P2881 -uroot@test -p${OCEANBASE_VECTOR_PASSWORD:-difyai123456} -e "SELECT 1;"',
+ ]
+ interval: 10s
+ retries: 30
+ start_period: 30s
+ timeout: 10s
+
+ # seekdb vector database
+ seekdb:
+ image: oceanbase/seekdb:latest
+ container_name: seekdb
+ profiles:
+ - seekdb
+ restart: always
+ volumes:
+ - ./volumes/seekdb:/var/lib/oceanbase
+ environment:
+ ROOT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
+ MEMORY_LIMIT: ${SEEKDB_MEMORY_LIMIT:-2G}
+ REPORTER: dify-ai-seekdb
+ ports:
+ - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
+ healthcheck:
+ test:
+ [
+ "CMD-SHELL",
+ 'mysql -h127.0.0.1 -P2881 -uroot -p${OCEANBASE_VECTOR_PASSWORD:-difyai123456} -e "SELECT 1;"',
+ ]
+ interval: 5s
+ retries: 60
+ timeout: 5s
+
# Qdrant vector store.
# (if used, you need to set VECTOR_STORE to qdrant in the api & worker service.)
qdrant:
- image: langgenius/qdrant:v1.7.3
+ image: langgenius/qdrant:v1.8.3
profiles:
- qdrant
restart: always
@@ -1113,38 +1253,6 @@ services:
CHROMA_SERVER_AUTHN_PROVIDER: ${CHROMA_SERVER_AUTHN_PROVIDER:-chromadb.auth.token_authn.TokenAuthenticationServerProvider}
IS_PERSISTENT: ${CHROMA_IS_PERSISTENT:-TRUE}
- # OceanBase vector database
- oceanbase:
- image: oceanbase/oceanbase-ce:4.3.5-lts
- container_name: oceanbase
- profiles:
- - oceanbase
- restart: always
- volumes:
- - ./volumes/oceanbase/data:/root/ob
- - ./volumes/oceanbase/conf:/root/.obd/cluster
- - ./volumes/oceanbase/init.d:/root/boot/init.d
- environment:
- OB_MEMORY_LIMIT: ${OCEANBASE_MEMORY_LIMIT:-6G}
- OB_SYS_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
- OB_TENANT_PASSWORD: ${OCEANBASE_VECTOR_PASSWORD:-difyai123456}
- OB_CLUSTER_NAME: ${OCEANBASE_CLUSTER_NAME:-difyai}
- OB_SERVER_IP: 127.0.0.1
- MODE: mini
- LANG: en_US.UTF-8
- ports:
- - "${OCEANBASE_VECTOR_PORT:-2881}:2881"
- healthcheck:
- test:
- [
- "CMD-SHELL",
- 'obclient -h127.0.0.1 -P2881 -uroot@test -p$${OB_TENANT_PASSWORD} -e "SELECT 1;"',
- ]
- interval: 10s
- retries: 30
- start_period: 30s
- timeout: 10s
-
# Oracle vector database
oracle:
image: container-registry.oracle.com/database/free:latest
@@ -1203,7 +1311,7 @@ services:
milvus-standalone:
container_name: milvus-standalone
- image: milvusdb/milvus:v2.5.15
+ image: milvusdb/milvus:v2.6.3
profiles:
- milvus
command: ["milvus", "run", "standalone"]
diff --git a/docker/middleware.env.example b/docker/middleware.env.example
index 24629c2d89..dbfb75a8d6 100644
--- a/docker/middleware.env.example
+++ b/docker/middleware.env.example
@@ -1,11 +1,21 @@
# ------------------------------
# Environment Variables for db Service
# ------------------------------
-POSTGRES_USER=postgres
+# Database Configuration
+# Database type, supported values are `postgresql` and `mysql`
+DB_TYPE=postgresql
+DB_USERNAME=postgres
+DB_PASSWORD=difyai123456
+DB_HOST=db_postgres
+DB_PORT=5432
+DB_DATABASE=dify
+
+# PostgreSQL Configuration
+POSTGRES_USER=${DB_USERNAME}
# The password for the default postgres user.
-POSTGRES_PASSWORD=difyai123456
+POSTGRES_PASSWORD=${DB_PASSWORD}
# The name of the default postgres database.
-POSTGRES_DB=dify
+POSTGRES_DB=${DB_DATABASE}
# postgres data directory
PGDATA=/var/lib/postgresql/data/pgdata
PGDATA_HOST_VOLUME=./volumes/db/data
@@ -54,6 +64,37 @@ POSTGRES_STATEMENT_TIMEOUT=0
# A value of 0 prevents the server from terminating idle sessions.
POSTGRES_IDLE_IN_TRANSACTION_SESSION_TIMEOUT=0
+# MySQL Configuration
+MYSQL_USERNAME=${DB_USERNAME}
+# MySQL password
+MYSQL_PASSWORD=${DB_PASSWORD}
+# MySQL database name
+MYSQL_DATABASE=${DB_DATABASE}
+# MySQL data directory host volume
+MYSQL_HOST_VOLUME=./volumes/mysql/data
+
+# MySQL Performance Configuration
+# Maximum number of connections to MySQL
+# Default is 1000
+MYSQL_MAX_CONNECTIONS=1000
+
+# InnoDB buffer pool size
+# Default is 512M
+# Recommended value: 70-80% of available memory for dedicated MySQL server
+# Reference: https://dev.mysql.com/doc/refman/8.0/en/innodb-parameters.html#sysvar_innodb_buffer_pool_size
+MYSQL_INNODB_BUFFER_POOL_SIZE=512M
+
+# InnoDB log file size
+# Default is 128M
+# Reference: https://dev.mysql.com/doc/refman/8.0/en/innodb-parameters.html#sysvar_innodb_log_file_size
+MYSQL_INNODB_LOG_FILE_SIZE=128M
+
+# InnoDB flush log at transaction commit
+# Default is 2 (flush to OS cache, sync every second)
+# Options: 0 (no flush), 1 (flush and sync), 2 (flush to OS cache)
+# Reference: https://dev.mysql.com/doc/refman/8.0/en/innodb-parameters.html#sysvar_innodb_flush_log_at_trx_commit
+MYSQL_INNODB_FLUSH_LOG_AT_TRX_COMMIT=2
+
# -----------------------------
# Environment Variables for redis Service
# -----------------------------
@@ -93,10 +134,18 @@ WEAVIATE_AUTHORIZATION_ADMINLIST_ENABLED=true
WEAVIATE_AUTHORIZATION_ADMINLIST_USERS=hello@dify.ai
WEAVIATE_HOST_VOLUME=./volumes/weaviate
+# ------------------------------
+# Docker Compose profile configuration
+# ------------------------------
+# Loaded automatically when running `docker compose --env-file middleware.env ...`.
+# Controls which DB/vector services start, so no extra `--profile` flag is needed.
+COMPOSE_PROFILES=${DB_TYPE:-postgresql},weaviate
+
# ------------------------------
# Docker Compose Service Expose Host Port Configurations
# ------------------------------
EXPOSE_POSTGRES_PORT=5432
+EXPOSE_MYSQL_PORT=3306
EXPOSE_REDIS_PORT=6379
EXPOSE_SANDBOX_PORT=8194
EXPOSE_SSRF_PROXY_PORT=3128
diff --git a/docker/tidb/docker-compose.yaml b/docker/tidb/docker-compose.yaml
index fa15770175..9db6922108 100644
--- a/docker/tidb/docker-compose.yaml
+++ b/docker/tidb/docker-compose.yaml
@@ -55,7 +55,8 @@ services:
- ./volumes/data:/data
- ./volumes/logs:/logs
command:
- - --config=/tiflash.toml
+ - server
+ - --config-file=/tiflash.toml
depends_on:
- "tikv"
- "tidb"
diff --git a/docs/ar-SA/README.md b/docs/ar-SA/README.md
index 30920ed983..99e3e3567e 100644
--- a/docs/ar-SA/README.md
+++ b/docs/ar-SA/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/bn-BD/README.md b/docs/bn-BD/README.md
index 5430364ef9..f3fa68b466 100644
--- a/docs/bn-BD/README.md
+++ b/docs/bn-BD/README.md
@@ -36,6 +36,12 @@
+
+
+
+
+
+
diff --git a/docs/de-DE/README.md b/docs/de-DE/README.md
index 6c49fbdfc3..c71a0bfccf 100644
--- a/docs/de-DE/README.md
+++ b/docs/de-DE/README.md
@@ -36,6 +36,12 @@
+
+
+
+
+
+
diff --git a/docs/es-ES/README.md b/docs/es-ES/README.md
index ae83d416e3..da81b51d6a 100644
--- a/docs/es-ES/README.md
+++ b/docs/es-ES/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/fr-FR/README.md b/docs/fr-FR/README.md
index b7d006a927..03f3221798 100644
--- a/docs/fr-FR/README.md
+++ b/docs/fr-FR/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/hi-IN/README.md b/docs/hi-IN/README.md
index 7c4fc70db0..bedeaa6246 100644
--- a/docs/hi-IN/README.md
+++ b/docs/hi-IN/README.md
@@ -36,6 +36,12 @@
+
+
+
+
+
+
diff --git a/docs/it-IT/README.md b/docs/it-IT/README.md
index 598e87ec25..2e96335d3e 100644
--- a/docs/it-IT/README.md
+++ b/docs/it-IT/README.md
@@ -36,6 +36,12 @@
+
+
+
+
+
+
diff --git a/docs/ja-JP/README.md b/docs/ja-JP/README.md
index f9e700d1df..659ffbda51 100644
--- a/docs/ja-JP/README.md
+++ b/docs/ja-JP/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/ko-KR/README.md b/docs/ko-KR/README.md
index 4e4b82e920..2f6c526ef2 100644
--- a/docs/ko-KR/README.md
+++ b/docs/ko-KR/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/pt-BR/README.md b/docs/pt-BR/README.md
index 444faa0a67..ed29ec0294 100644
--- a/docs/pt-BR/README.md
+++ b/docs/pt-BR/README.md
@@ -36,6 +36,12 @@
+
+
+
+
+
+
diff --git a/docs/sl-SI/README.md b/docs/sl-SI/README.md
index 04dc3b5dff..caef2c303c 100644
--- a/docs/sl-SI/README.md
+++ b/docs/sl-SI/README.md
@@ -33,6 +33,12 @@
+
+
+
+
+
+
diff --git a/docs/tlh/README.md b/docs/tlh/README.md
index b1e3016efd..a25849c443 100644
--- a/docs/tlh/README.md
+++ b/docs/tlh/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/tr-TR/README.md b/docs/tr-TR/README.md
index 965a1704be..6361ca5dd9 100644
--- a/docs/tr-TR/README.md
+++ b/docs/tr-TR/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/vi-VN/README.md b/docs/vi-VN/README.md
index 07329e84cd..3042a98d95 100644
--- a/docs/vi-VN/README.md
+++ b/docs/vi-VN/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/zh-CN/README.md b/docs/zh-CN/README.md
index 888a0d7f12..15bb447ad8 100644
--- a/docs/zh-CN/README.md
+++ b/docs/zh-CN/README.md
@@ -32,6 +32,12 @@
+
+
+
+
+
+
diff --git a/docs/zh-TW/README.md b/docs/zh-TW/README.md
index d8c484a6d4..14b343ba29 100644
--- a/docs/zh-TW/README.md
+++ b/docs/zh-TW/README.md
@@ -36,6 +36,12 @@

+
+ 
+
+ 
+
+
diff --git a/sdks/nodejs-client/babel.config.cjs b/sdks/nodejs-client/babel.config.cjs
new file mode 100644
index 0000000000..392abb66d8
--- /dev/null
+++ b/sdks/nodejs-client/babel.config.cjs
@@ -0,0 +1,12 @@
+module.exports = {
+ presets: [
+ [
+ "@babel/preset-env",
+ {
+ targets: {
+ node: "current",
+ },
+ },
+ ],
+ ],
+};
diff --git a/sdks/nodejs-client/index.js b/sdks/nodejs-client/index.js
index 3025cc2ab6..9743ae358c 100644
--- a/sdks/nodejs-client/index.js
+++ b/sdks/nodejs-client/index.js
@@ -71,7 +71,7 @@ export const routes = {
},
stopWorkflow: {
method: "POST",
- url: (task_id) => `/workflows/${task_id}/stop`,
+ url: (task_id) => `/workflows/tasks/${task_id}/stop`,
}
};
@@ -94,11 +94,13 @@ export class DifyClient {
stream = false,
headerParams = {}
) {
+ const isFormData =
+ (typeof FormData !== "undefined" && data instanceof FormData) ||
+ (data && data.constructor && data.constructor.name === "FormData");
const headers = {
-
- Authorization: `Bearer ${this.apiKey}`,
- "Content-Type": "application/json",
- ...headerParams
+ Authorization: `Bearer ${this.apiKey}`,
+ ...(isFormData ? {} : { "Content-Type": "application/json" }),
+ ...headerParams,
};
const url = `${this.baseUrl}${endpoint}`;
@@ -152,12 +154,7 @@ export class DifyClient {
return this.sendRequest(
routes.fileUpload.method,
routes.fileUpload.url(),
- data,
- null,
- false,
- {
- "Content-Type": 'multipart/form-data'
- }
+ data
);
}
@@ -179,8 +176,8 @@ export class DifyClient {
getMeta(user) {
const params = { user };
return this.sendRequest(
- routes.meta.method,
- routes.meta.url(),
+ routes.getMeta.method,
+ routes.getMeta.url(),
null,
params
);
@@ -320,12 +317,7 @@ export class ChatClient extends DifyClient {
return this.sendRequest(
routes.audioToText.method,
routes.audioToText.url(),
- data,
- null,
- false,
- {
- "Content-Type": 'multipart/form-data'
- }
+ data
);
}
diff --git a/sdks/nodejs-client/index.test.js b/sdks/nodejs-client/index.test.js
index 1f5d6edb06..e3a1715238 100644
--- a/sdks/nodejs-client/index.test.js
+++ b/sdks/nodejs-client/index.test.js
@@ -1,9 +1,13 @@
-import { DifyClient, BASE_URL, routes } from ".";
+import { DifyClient, WorkflowClient, BASE_URL, routes } from ".";
import axios from 'axios'
jest.mock('axios')
+afterEach(() => {
+ jest.resetAllMocks()
+})
+
describe('Client', () => {
let difyClient
beforeEach(() => {
@@ -27,13 +31,9 @@ describe('Send Requests', () => {
difyClient = new DifyClient('test')
})
- afterEach(() => {
- jest.resetAllMocks()
- })
-
it('should make a successful request to the application parameter', async () => {
const method = 'GET'
- const endpoint = routes.application.url
+ const endpoint = routes.application.url()
const expectedResponse = { data: 'response' }
axios.mockResolvedValue(expectedResponse)
@@ -62,4 +62,80 @@ describe('Send Requests', () => {
errorMessage
)
})
+
+ it('uses the getMeta route configuration', async () => {
+ axios.mockResolvedValue({ data: 'ok' })
+ await difyClient.getMeta('end-user')
+
+ expect(axios).toHaveBeenCalledWith({
+ method: routes.getMeta.method,
+ url: `${BASE_URL}${routes.getMeta.url()}`,
+ params: { user: 'end-user' },
+ headers: {
+ Authorization: `Bearer ${difyClient.apiKey}`,
+ 'Content-Type': 'application/json',
+ },
+ responseType: 'json',
+ })
+ })
+})
+
+describe('File uploads', () => {
+ let difyClient
+ const OriginalFormData = global.FormData
+
+ beforeAll(() => {
+ global.FormData = class FormDataMock {}
+ })
+
+ afterAll(() => {
+ global.FormData = OriginalFormData
+ })
+
+ beforeEach(() => {
+ difyClient = new DifyClient('test')
+ })
+
+ it('does not override multipart boundary headers for FormData', async () => {
+ const form = new FormData()
+ axios.mockResolvedValue({ data: 'ok' })
+
+ await difyClient.fileUpload(form)
+
+ expect(axios).toHaveBeenCalledWith({
+ method: routes.fileUpload.method,
+ url: `${BASE_URL}${routes.fileUpload.url()}`,
+ data: form,
+ params: null,
+ headers: {
+ Authorization: `Bearer ${difyClient.apiKey}`,
+ },
+ responseType: 'json',
+ })
+ })
+})
+
+describe('Workflow client', () => {
+ let workflowClient
+
+ beforeEach(() => {
+ workflowClient = new WorkflowClient('test')
+ })
+
+ it('uses tasks stop path for workflow stop', async () => {
+ axios.mockResolvedValue({ data: 'stopped' })
+ await workflowClient.stop('task-1', 'end-user')
+
+ expect(axios).toHaveBeenCalledWith({
+ method: routes.stopWorkflow.method,
+ url: `${BASE_URL}${routes.stopWorkflow.url('task-1')}`,
+ data: { user: 'end-user' },
+ params: null,
+ headers: {
+ Authorization: `Bearer ${workflowClient.apiKey}`,
+ 'Content-Type': 'application/json',
+ },
+ responseType: 'json',
+ })
+ })
})
diff --git a/sdks/nodejs-client/jest.config.cjs b/sdks/nodejs-client/jest.config.cjs
new file mode 100644
index 0000000000..ea0fb34ad1
--- /dev/null
+++ b/sdks/nodejs-client/jest.config.cjs
@@ -0,0 +1,6 @@
+module.exports = {
+ testEnvironment: "node",
+ transform: {
+ "^.+\\.[tj]sx?$": "babel-jest",
+ },
+};
diff --git a/sdks/nodejs-client/package.json b/sdks/nodejs-client/package.json
index cd3bcc4bce..c6bb0a9c1f 100644
--- a/sdks/nodejs-client/package.json
+++ b/sdks/nodejs-client/package.json
@@ -18,11 +18,6 @@
"scripts": {
"test": "jest"
},
- "jest": {
- "transform": {
- "^.+\\.[t|j]sx?$": "babel-jest"
- }
- },
"dependencies": {
"axios": "^1.3.5"
},
diff --git a/sdks/python-client/dify_client/async_client.py b/sdks/python-client/dify_client/async_client.py
index 984f668d0c..23126cf326 100644
--- a/sdks/python-client/dify_client/async_client.py
+++ b/sdks/python-client/dify_client/async_client.py
@@ -21,7 +21,7 @@ Example:
import json
import os
-from typing import Literal, Dict, List, Any, IO
+from typing import Literal, Dict, List, Any, IO, Optional, Union
import aiofiles
import httpx
@@ -75,8 +75,8 @@ class AsyncDifyClient:
self,
method: str,
endpoint: str,
- json: dict | None = None,
- params: dict | None = None,
+ json: Dict | None = None,
+ params: Dict | None = None,
stream: bool = False,
**kwargs,
):
@@ -170,6 +170,72 @@ class AsyncDifyClient:
"""Get file preview by file ID."""
return await self._send_request("GET", f"/files/{file_id}/preview")
+ # App Configuration APIs
+ async def get_app_site_config(self, app_id: str):
+ """Get app site configuration.
+
+ Args:
+ app_id: ID of the app
+
+ Returns:
+ App site configuration
+ """
+ url = f"/apps/{app_id}/site/config"
+ return await self._send_request("GET", url)
+
+ async def update_app_site_config(self, app_id: str, config_data: Dict[str, Any]):
+ """Update app site configuration.
+
+ Args:
+ app_id: ID of the app
+ config_data: Configuration data to update
+
+ Returns:
+ Updated app site configuration
+ """
+ url = f"/apps/{app_id}/site/config"
+ return await self._send_request("PUT", url, json=config_data)
+
+ async def get_app_api_tokens(self, app_id: str):
+ """Get API tokens for an app.
+
+ Args:
+ app_id: ID of the app
+
+ Returns:
+ List of API tokens
+ """
+ url = f"/apps/{app_id}/api-tokens"
+ return await self._send_request("GET", url)
+
+ async def create_app_api_token(self, app_id: str, name: str, description: str | None = None):
+ """Create a new API token for an app.
+
+ Args:
+ app_id: ID of the app
+ name: Name for the API token
+ description: Description for the API token (optional)
+
+ Returns:
+ Created API token information
+ """
+ data = {"name": name, "description": description}
+ url = f"/apps/{app_id}/api-tokens"
+ return await self._send_request("POST", url, json=data)
+
+ async def delete_app_api_token(self, app_id: str, token_id: str):
+ """Delete an API token.
+
+ Args:
+ app_id: ID of the app
+ token_id: ID of the token to delete
+
+ Returns:
+ Deletion result
+ """
+ url = f"/apps/{app_id}/api-tokens/{token_id}"
+ return await self._send_request("DELETE", url)
+
class AsyncCompletionClient(AsyncDifyClient):
"""Async client for Completion API operations."""
@@ -179,7 +245,7 @@ class AsyncCompletionClient(AsyncDifyClient):
inputs: dict,
response_mode: Literal["blocking", "streaming"],
user: str,
- files: dict | None = None,
+ files: Dict | None = None,
):
"""Create a completion message.
@@ -216,7 +282,7 @@ class AsyncChatClient(AsyncDifyClient):
user: str,
response_mode: Literal["blocking", "streaming"] = "blocking",
conversation_id: str | None = None,
- files: dict | None = None,
+ files: Dict | None = None,
):
"""Create a chat message.
@@ -295,7 +361,7 @@ class AsyncChatClient(AsyncDifyClient):
data = {"user": user}
return await self._send_request("DELETE", f"/conversations/{conversation_id}", data)
- async def audio_to_text(self, audio_file: IO[bytes] | tuple, user: str):
+ async def audio_to_text(self, audio_file: Union[IO[bytes], tuple], user: str):
"""Convert audio to text."""
data = {"user": user}
files = {"file": audio_file}
@@ -340,6 +406,35 @@ class AsyncChatClient(AsyncDifyClient):
"""Delete an annotation."""
return await self._send_request("DELETE", f"/apps/annotations/{annotation_id}")
+ # Enhanced Annotation APIs
+ async def get_annotation_reply_job_status(self, action: str, job_id: str):
+ """Get status of an annotation reply action job."""
+ url = f"/apps/annotation-reply/{action}/status/{job_id}"
+ return await self._send_request("GET", url)
+
+ async def list_annotations_with_pagination(self, page: int = 1, limit: int = 20, keyword: str | None = None):
+ """List annotations for application with pagination."""
+ params = {"page": page, "limit": limit}
+ if keyword:
+ params["keyword"] = keyword
+ return await self._send_request("GET", "/apps/annotations", params=params)
+
+ async def create_annotation_with_response(self, question: str, answer: str):
+ """Create a new annotation with full response handling."""
+ data = {"question": question, "answer": answer}
+ return await self._send_request("POST", "/apps/annotations", json=data)
+
+ async def update_annotation_with_response(self, annotation_id: str, question: str, answer: str):
+ """Update an existing annotation with full response handling."""
+ data = {"question": question, "answer": answer}
+ url = f"/apps/annotations/{annotation_id}"
+ return await self._send_request("PUT", url, json=data)
+
+ async def delete_annotation_with_response(self, annotation_id: str):
+ """Delete an annotation with full response handling."""
+ url = f"/apps/annotations/{annotation_id}"
+ return await self._send_request("DELETE", url)
+
# Conversation Variables APIs
async def get_conversation_variables(self, conversation_id: str, user: str):
"""Get all variables for a specific conversation.
@@ -373,6 +468,52 @@ class AsyncChatClient(AsyncDifyClient):
url = f"/conversations/{conversation_id}/variables/{variable_id}"
return await self._send_request("PATCH", url, json=data)
+ # Enhanced Conversation Variable APIs
+ async def list_conversation_variables_with_pagination(
+ self, conversation_id: str, user: str, page: int = 1, limit: int = 20
+ ):
+ """List conversation variables with pagination."""
+ params = {"page": page, "limit": limit, "user": user}
+ url = f"/conversations/{conversation_id}/variables"
+ return await self._send_request("GET", url, params=params)
+
+ async def update_conversation_variable_with_response(
+ self, conversation_id: str, variable_id: str, user: str, value: Any
+ ):
+ """Update a conversation variable with full response handling."""
+ data = {"value": value, "user": user}
+ url = f"/conversations/{conversation_id}/variables/{variable_id}"
+ return await self._send_request("PUT", url, data=data)
+
+ # Additional annotation methods for API parity
+ async def get_annotation_reply_job_status(self, action: str, job_id: str):
+ """Get status of an annotation reply action job."""
+ url = f"/apps/annotation-reply/{action}/status/{job_id}"
+ return await self._send_request("GET", url)
+
+ async def list_annotations_with_pagination(self, page: int = 1, limit: int = 20, keyword: str | None = None):
+ """List annotations for application with pagination."""
+ params = {"page": page, "limit": limit}
+ if keyword:
+ params["keyword"] = keyword
+ return await self._send_request("GET", "/apps/annotations", params=params)
+
+ async def create_annotation_with_response(self, question: str, answer: str):
+ """Create a new annotation with full response handling."""
+ data = {"question": question, "answer": answer}
+ return await self._send_request("POST", "/apps/annotations", json=data)
+
+ async def update_annotation_with_response(self, annotation_id: str, question: str, answer: str):
+ """Update an existing annotation with full response handling."""
+ data = {"question": question, "answer": answer}
+ url = f"/apps/annotations/{annotation_id}"
+ return await self._send_request("PUT", url, json=data)
+
+ async def delete_annotation_with_response(self, annotation_id: str):
+ """Delete an annotation with full response handling."""
+ url = f"/apps/annotations/{annotation_id}"
+ return await self._send_request("DELETE", url)
+
class AsyncWorkflowClient(AsyncDifyClient):
"""Async client for Workflow API operations."""
@@ -436,6 +577,68 @@ class AsyncWorkflowClient(AsyncDifyClient):
stream=(response_mode == "streaming"),
)
+ # Enhanced Workflow APIs
+ async def get_workflow_draft(self, app_id: str):
+ """Get workflow draft configuration.
+
+ Args:
+ app_id: ID of the workflow app
+
+ Returns:
+ Workflow draft configuration
+ """
+ url = f"/apps/{app_id}/workflow/draft"
+ return await self._send_request("GET", url)
+
+ async def update_workflow_draft(self, app_id: str, workflow_data: Dict[str, Any]):
+ """Update workflow draft configuration.
+
+ Args:
+ app_id: ID of the workflow app
+ workflow_data: Workflow configuration data
+
+ Returns:
+ Updated workflow draft
+ """
+ url = f"/apps/{app_id}/workflow/draft"
+ return await self._send_request("PUT", url, json=workflow_data)
+
+ async def publish_workflow(self, app_id: str):
+ """Publish workflow from draft.
+
+ Args:
+ app_id: ID of the workflow app
+
+ Returns:
+ Published workflow information
+ """
+ url = f"/apps/{app_id}/workflow/publish"
+ return await self._send_request("POST", url)
+
+ async def get_workflow_run_history(
+ self,
+ app_id: str,
+ page: int = 1,
+ limit: int = 20,
+ status: Literal["succeeded", "failed", "stopped"] | None = None,
+ ):
+ """Get workflow run history.
+
+ Args:
+ app_id: ID of the workflow app
+ page: Page number (default: 1)
+ limit: Number of items per page (default: 20)
+ status: Filter by status (optional)
+
+ Returns:
+ Paginated workflow run history
+ """
+ params = {"page": page, "limit": limit}
+ if status:
+ params["status"] = status
+ url = f"/apps/{app_id}/workflow/runs"
+ return await self._send_request("GET", url, params=params)
+
class AsyncWorkspaceClient(AsyncDifyClient):
"""Async client for workspace-related operations."""
@@ -445,6 +648,41 @@ class AsyncWorkspaceClient(AsyncDifyClient):
url = f"/workspaces/current/models/model-types/{model_type}"
return await self._send_request("GET", url)
+ async def get_available_models_by_type(self, model_type: str):
+ """Get available models by model type (enhanced version)."""
+ url = f"/workspaces/current/models/model-types/{model_type}"
+ return await self._send_request("GET", url)
+
+ async def get_model_providers(self):
+ """Get all model providers."""
+ return await self._send_request("GET", "/workspaces/current/model-providers")
+
+ async def get_model_provider_models(self, provider_name: str):
+ """Get models for a specific provider."""
+ url = f"/workspaces/current/model-providers/{provider_name}/models"
+ return await self._send_request("GET", url)
+
+ async def validate_model_provider_credentials(self, provider_name: str, credentials: Dict[str, Any]):
+ """Validate model provider credentials."""
+ url = f"/workspaces/current/model-providers/{provider_name}/credentials/validate"
+ return await self._send_request("POST", url, json=credentials)
+
+ # File Management APIs
+ async def get_file_info(self, file_id: str):
+ """Get information about a specific file."""
+ url = f"/files/{file_id}/info"
+ return await self._send_request("GET", url)
+
+ async def get_file_download_url(self, file_id: str):
+ """Get download URL for a file."""
+ url = f"/files/{file_id}/download-url"
+ return await self._send_request("GET", url)
+
+ async def delete_file(self, file_id: str):
+ """Delete a file."""
+ url = f"/files/{file_id}"
+ return await self._send_request("DELETE", url)
+
class AsyncKnowledgeBaseClient(AsyncDifyClient):
"""Async client for Knowledge Base API operations."""
@@ -481,7 +719,7 @@ class AsyncKnowledgeBaseClient(AsyncDifyClient):
"""List all datasets."""
return await self._send_request("GET", "/datasets", params={"page": page, "limit": page_size}, **kwargs)
- async def create_document_by_text(self, name: str, text: str, extra_params: dict | None = None, **kwargs):
+ async def create_document_by_text(self, name: str, text: str, extra_params: Dict | None = None, **kwargs):
"""Create a document by text.
Args:
@@ -508,7 +746,7 @@ class AsyncKnowledgeBaseClient(AsyncDifyClient):
document_id: str,
name: str,
text: str,
- extra_params: dict | None = None,
+ extra_params: Dict | None = None,
**kwargs,
):
"""Update a document by text."""
@@ -522,7 +760,7 @@ class AsyncKnowledgeBaseClient(AsyncDifyClient):
self,
file_path: str,
original_document_id: str | None = None,
- extra_params: dict | None = None,
+ extra_params: Dict | None = None,
):
"""Create a document by file."""
async with aiofiles.open(file_path, "rb") as f:
@@ -538,7 +776,7 @@ class AsyncKnowledgeBaseClient(AsyncDifyClient):
url = f"/datasets/{self._get_dataset_id()}/document/create_by_file"
return await self._send_request_with_files("POST", url, {"data": json.dumps(data)}, files)
- async def update_document_by_file(self, document_id: str, file_path: str, extra_params: dict | None = None):
+ async def update_document_by_file(self, document_id: str, file_path: str, extra_params: Dict | None = None):
"""Update a document by file."""
async with aiofiles.open(file_path, "rb") as f:
files = {"file": (os.path.basename(file_path), f)}
@@ -806,3 +1044,1031 @@ class AsyncKnowledgeBaseClient(AsyncDifyClient):
url = f"/datasets/{ds_id}/documents/status/{action}"
data = {"document_ids": document_ids}
return await self._send_request("PATCH", url, json=data)
+
+ # Enhanced Dataset APIs
+
+ async def create_dataset_from_template(self, template_name: str, name: str, description: str | None = None):
+ """Create a dataset from a predefined template.
+
+ Args:
+ template_name: Name of the template to use
+ name: Name for the new dataset
+ description: Description for the dataset (optional)
+
+ Returns:
+ Created dataset information
+ """
+ data = {
+ "template_name": template_name,
+ "name": name,
+ "description": description,
+ }
+ return await self._send_request("POST", "/datasets/from-template", json=data)
+
+ async def duplicate_dataset(self, dataset_id: str, name: str):
+ """Duplicate an existing dataset.
+
+ Args:
+ dataset_id: ID of dataset to duplicate
+ name: Name for duplicated dataset
+
+ Returns:
+ New dataset information
+ """
+ data = {"name": name}
+ url = f"/datasets/{dataset_id}/duplicate"
+ return await self._send_request("POST", url, json=data)
+
+ async def update_conversation_variable_with_response(
+ self, conversation_id: str, variable_id: str, user: str, value: Any
+ ):
+ """Update a conversation variable with full response handling."""
+ data = {"value": value, "user": user}
+ url = f"/conversations/{conversation_id}/variables/{variable_id}"
+ return await self._send_request("PUT", url, json=data)
+
+ async def list_conversation_variables_with_pagination(
+ self, conversation_id: str, user: str, page: int = 1, limit: int = 20
+ ):
+ """List conversation variables with pagination."""
+ params = {"page": page, "limit": limit, "user": user}
+ url = f"/conversations/{conversation_id}/variables"
+ return await self._send_request("GET", url, params=params)
+
+
+class AsyncEnterpriseClient(AsyncDifyClient):
+ """Async Enterprise and Account Management APIs for Dify platform administration."""
+
+ async def get_account_info(self):
+ """Get current account information."""
+ return await self._send_request("GET", "/account")
+
+ async def update_account_info(self, account_data: Dict[str, Any]):
+ """Update account information."""
+ return await self._send_request("PUT", "/account", json=account_data)
+
+ # Member Management APIs
+ async def list_members(self, page: int = 1, limit: int = 20, keyword: str | None = None):
+ """List workspace members with pagination."""
+ params = {"page": page, "limit": limit}
+ if keyword:
+ params["keyword"] = keyword
+ return await self._send_request("GET", "/members", params=params)
+
+ async def invite_member(self, email: str, role: str, name: str | None = None):
+ """Invite a new member to the workspace."""
+ data = {"email": email, "role": role}
+ if name:
+ data["name"] = name
+ return await self._send_request("POST", "/members/invite", json=data)
+
+ async def get_member(self, member_id: str):
+ """Get detailed information about a specific member."""
+ url = f"/members/{member_id}"
+ return await self._send_request("GET", url)
+
+ async def update_member(self, member_id: str, member_data: Dict[str, Any]):
+ """Update member information."""
+ url = f"/members/{member_id}"
+ return await self._send_request("PUT", url, json=member_data)
+
+ async def remove_member(self, member_id: str):
+ """Remove a member from the workspace."""
+ url = f"/members/{member_id}"
+ return await self._send_request("DELETE", url)
+
+ async def deactivate_member(self, member_id: str):
+ """Deactivate a member account."""
+ url = f"/members/{member_id}/deactivate"
+ return await self._send_request("POST", url)
+
+ async def reactivate_member(self, member_id: str):
+ """Reactivate a deactivated member account."""
+ url = f"/members/{member_id}/reactivate"
+ return await self._send_request("POST", url)
+
+ # Role Management APIs
+ async def list_roles(self):
+ """List all available roles in the workspace."""
+ return await self._send_request("GET", "/roles")
+
+ async def create_role(self, name: str, description: str, permissions: List[str]):
+ """Create a new role with specified permissions."""
+ data = {"name": name, "description": description, "permissions": permissions}
+ return await self._send_request("POST", "/roles", json=data)
+
+ async def get_role(self, role_id: str):
+ """Get detailed information about a specific role."""
+ url = f"/roles/{role_id}"
+ return await self._send_request("GET", url)
+
+ async def update_role(self, role_id: str, role_data: Dict[str, Any]):
+ """Update role information."""
+ url = f"/roles/{role_id}"
+ return await self._send_request("PUT", url, json=role_data)
+
+ async def delete_role(self, role_id: str):
+ """Delete a role."""
+ url = f"/roles/{role_id}"
+ return await self._send_request("DELETE", url)
+
+ # Permission Management APIs
+ async def list_permissions(self):
+ """List all available permissions."""
+ return await self._send_request("GET", "/permissions")
+
+ async def get_role_permissions(self, role_id: str):
+ """Get permissions for a specific role."""
+ url = f"/roles/{role_id}/permissions"
+ return await self._send_request("GET", url)
+
+ async def update_role_permissions(self, role_id: str, permissions: List[str]):
+ """Update permissions for a role."""
+ url = f"/roles/{role_id}/permissions"
+ data = {"permissions": permissions}
+ return await self._send_request("PUT", url, json=data)
+
+ # Workspace Settings APIs
+ async def get_workspace_settings(self):
+ """Get workspace settings and configuration."""
+ return await self._send_request("GET", "/workspace/settings")
+
+ async def update_workspace_settings(self, settings_data: Dict[str, Any]):
+ """Update workspace settings."""
+ return await self._send_request("PUT", "/workspace/settings", json=settings_data)
+
+ async def get_workspace_statistics(self):
+ """Get workspace usage statistics."""
+ return await self._send_request("GET", "/workspace/statistics")
+
+ # Billing and Subscription APIs
+ async def get_billing_info(self):
+ """Get current billing information."""
+ return await self._send_request("GET", "/billing")
+
+ async def get_subscription_info(self):
+ """Get current subscription information."""
+ return await self._send_request("GET", "/subscription")
+
+ async def update_subscription(self, subscription_data: Dict[str, Any]):
+ """Update subscription settings."""
+ return await self._send_request("PUT", "/subscription", json=subscription_data)
+
+ async def get_billing_history(self, page: int = 1, limit: int = 20):
+ """Get billing history with pagination."""
+ params = {"page": page, "limit": limit}
+ return await self._send_request("GET", "/billing/history", params=params)
+
+ async def get_usage_metrics(self, start_date: str, end_date: str, metric_type: str | None = None):
+ """Get usage metrics for a date range."""
+ params = {"start_date": start_date, "end_date": end_date}
+ if metric_type:
+ params["metric_type"] = metric_type
+ return await self._send_request("GET", "/usage/metrics", params=params)
+
+ # Audit Logs APIs
+ async def get_audit_logs(
+ self,
+ page: int = 1,
+ limit: int = 20,
+ action: str | None = None,
+ user_id: str | None = None,
+ start_date: str | None = None,
+ end_date: str | None = None,
+ ):
+ """Get audit logs with filtering options."""
+ params = {"page": page, "limit": limit}
+ if action:
+ params["action"] = action
+ if user_id:
+ params["user_id"] = user_id
+ if start_date:
+ params["start_date"] = start_date
+ if end_date:
+ params["end_date"] = end_date
+ return await self._send_request("GET", "/audit/logs", params=params)
+
+ async def export_audit_logs(self, format: str = "csv", filters: Dict[str, Any] | None = None):
+ """Export audit logs in specified format."""
+ params = {"format": format}
+ if filters:
+ params.update(filters)
+ return await self._send_request("GET", "/audit/logs/export", params=params)
+
+
+class AsyncSecurityClient(AsyncDifyClient):
+ """Async Security and Access Control APIs for Dify platform security management."""
+
+ # API Key Management APIs
+ async def list_api_keys(self, page: int = 1, limit: int = 20, status: str | None = None):
+ """List all API keys with pagination and filtering."""
+ params = {"page": page, "limit": limit}
+ if status:
+ params["status"] = status
+ return await self._send_request("GET", "/security/api-keys", params=params)
+
+ async def create_api_key(
+ self,
+ name: str,
+ permissions: List[str],
+ expires_at: str | None = None,
+ description: str | None = None,
+ ):
+ """Create a new API key with specified permissions."""
+ data = {"name": name, "permissions": permissions}
+ if expires_at:
+ data["expires_at"] = expires_at
+ if description:
+ data["description"] = description
+ return await self._send_request("POST", "/security/api-keys", json=data)
+
+ async def get_api_key(self, key_id: str):
+ """Get detailed information about an API key."""
+ url = f"/security/api-keys/{key_id}"
+ return await self._send_request("GET", url)
+
+ async def update_api_key(self, key_id: str, key_data: Dict[str, Any]):
+ """Update API key information."""
+ url = f"/security/api-keys/{key_id}"
+ return await self._send_request("PUT", url, json=key_data)
+
+ async def revoke_api_key(self, key_id: str):
+ """Revoke an API key."""
+ url = f"/security/api-keys/{key_id}/revoke"
+ return await self._send_request("POST", url)
+
+ async def rotate_api_key(self, key_id: str):
+ """Rotate an API key (generate new key)."""
+ url = f"/security/api-keys/{key_id}/rotate"
+ return await self._send_request("POST", url)
+
+ # Rate Limiting APIs
+ async def get_rate_limits(self):
+ """Get current rate limiting configuration."""
+ return await self._send_request("GET", "/security/rate-limits")
+
+ async def update_rate_limits(self, limits_config: Dict[str, Any]):
+ """Update rate limiting configuration."""
+ return await self._send_request("PUT", "/security/rate-limits", json=limits_config)
+
+ async def get_rate_limit_usage(self, timeframe: str = "1h"):
+ """Get rate limit usage statistics."""
+ params = {"timeframe": timeframe}
+ return await self._send_request("GET", "/security/rate-limits/usage", params=params)
+
+ # Access Control Lists APIs
+ async def list_access_policies(self, page: int = 1, limit: int = 20):
+ """List access control policies."""
+ params = {"page": page, "limit": limit}
+ return await self._send_request("GET", "/security/access-policies", params=params)
+
+ async def create_access_policy(self, policy_data: Dict[str, Any]):
+ """Create a new access control policy."""
+ return await self._send_request("POST", "/security/access-policies", json=policy_data)
+
+ async def get_access_policy(self, policy_id: str):
+ """Get detailed information about an access policy."""
+ url = f"/security/access-policies/{policy_id}"
+ return await self._send_request("GET", url)
+
+ async def update_access_policy(self, policy_id: str, policy_data: Dict[str, Any]):
+ """Update an access control policy."""
+ url = f"/security/access-policies/{policy_id}"
+ return await self._send_request("PUT", url, json=policy_data)
+
+ async def delete_access_policy(self, policy_id: str):
+ """Delete an access control policy."""
+ url = f"/security/access-policies/{policy_id}"
+ return await self._send_request("DELETE", url)
+
+ # Security Settings APIs
+ async def get_security_settings(self):
+ """Get security configuration settings."""
+ return await self._send_request("GET", "/security/settings")
+
+ async def update_security_settings(self, settings_data: Dict[str, Any]):
+ """Update security configuration settings."""
+ return await self._send_request("PUT", "/security/settings", json=settings_data)
+
+ async def get_security_audit_logs(
+ self,
+ page: int = 1,
+ limit: int = 20,
+ event_type: str | None = None,
+ start_date: str | None = None,
+ end_date: str | None = None,
+ ):
+ """Get security-specific audit logs."""
+ params = {"page": page, "limit": limit}
+ if event_type:
+ params["event_type"] = event_type
+ if start_date:
+ params["start_date"] = start_date
+ if end_date:
+ params["end_date"] = end_date
+ return await self._send_request("GET", "/security/audit-logs", params=params)
+
+ # IP Whitelist/Blacklist APIs
+ async def get_ip_whitelist(self):
+ """Get IP whitelist configuration."""
+ return await self._send_request("GET", "/security/ip-whitelist")
+
+ async def update_ip_whitelist(self, ip_list: List[str], description: str | None = None):
+ """Update IP whitelist configuration."""
+ data = {"ip_list": ip_list}
+ if description:
+ data["description"] = description
+ return await self._send_request("PUT", "/security/ip-whitelist", json=data)
+
+ async def get_ip_blacklist(self):
+ """Get IP blacklist configuration."""
+ return await self._send_request("GET", "/security/ip-blacklist")
+
+ async def update_ip_blacklist(self, ip_list: List[str], description: str | None = None):
+ """Update IP blacklist configuration."""
+ data = {"ip_list": ip_list}
+ if description:
+ data["description"] = description
+ return await self._send_request("PUT", "/security/ip-blacklist", json=data)
+
+ # Authentication Settings APIs
+ async def get_auth_settings(self):
+ """Get authentication configuration settings."""
+ return await self._send_request("GET", "/security/auth-settings")
+
+ async def update_auth_settings(self, auth_data: Dict[str, Any]):
+ """Update authentication configuration settings."""
+ return await self._send_request("PUT", "/security/auth-settings", json=auth_data)
+
+ async def test_auth_configuration(self, auth_config: Dict[str, Any]):
+ """Test authentication configuration."""
+ return await self._send_request("POST", "/security/auth-settings/test", json=auth_config)
+
+
+class AsyncAnalyticsClient(AsyncDifyClient):
+ """Async Analytics and Monitoring APIs for Dify platform insights and metrics."""
+
+ # Usage Analytics APIs
+ async def get_usage_analytics(
+ self,
+ start_date: str,
+ end_date: str,
+ granularity: str = "day",
+ metrics: List[str] | None = None,
+ ):
+ """Get usage analytics for specified date range."""
+ params = {
+ "start_date": start_date,
+ "end_date": end_date,
+ "granularity": granularity,
+ }
+ if metrics:
+ params["metrics"] = ",".join(metrics)
+ return await self._send_request("GET", "/analytics/usage", params=params)
+
+ async def get_app_usage_analytics(self, app_id: str, start_date: str, end_date: str, granularity: str = "day"):
+ """Get usage analytics for a specific app."""
+ params = {
+ "start_date": start_date,
+ "end_date": end_date,
+ "granularity": granularity,
+ }
+ url = f"/analytics/apps/{app_id}/usage"
+ return await self._send_request("GET", url, params=params)
+
+ async def get_user_analytics(self, start_date: str, end_date: str, user_segment: str | None = None):
+ """Get user analytics and behavior insights."""
+ params = {"start_date": start_date, "end_date": end_date}
+ if user_segment:
+ params["user_segment"] = user_segment
+ return await self._send_request("GET", "/analytics/users", params=params)
+
+ # Performance Metrics APIs
+ async def get_performance_metrics(self, start_date: str, end_date: str, metric_type: str | None = None):
+ """Get performance metrics for the platform."""
+ params = {"start_date": start_date, "end_date": end_date}
+ if metric_type:
+ params["metric_type"] = metric_type
+ return await self._send_request("GET", "/analytics/performance", params=params)
+
+ async def get_app_performance_metrics(self, app_id: str, start_date: str, end_date: str):
+ """Get performance metrics for a specific app."""
+ params = {"start_date": start_date, "end_date": end_date}
+ url = f"/analytics/apps/{app_id}/performance"
+ return await self._send_request("GET", url, params=params)
+
+ async def get_model_performance_metrics(self, model_provider: str, model_name: str, start_date: str, end_date: str):
+ """Get performance metrics for a specific model."""
+ params = {"start_date": start_date, "end_date": end_date}
+ url = f"/analytics/models/{model_provider}/{model_name}/performance"
+ return await self._send_request("GET", url, params=params)
+
+ # Cost Tracking APIs
+ async def get_cost_analytics(self, start_date: str, end_date: str, cost_type: str | None = None):
+ """Get cost analytics and breakdown."""
+ params = {"start_date": start_date, "end_date": end_date}
+ if cost_type:
+ params["cost_type"] = cost_type
+ return await self._send_request("GET", "/analytics/costs", params=params)
+
+ async def get_app_cost_analytics(self, app_id: str, start_date: str, end_date: str):
+ """Get cost analytics for a specific app."""
+ params = {"start_date": start_date, "end_date": end_date}
+ url = f"/analytics/apps/{app_id}/costs"
+ return await self._send_request("GET", url, params=params)
+
+ async def get_cost_forecast(self, forecast_period: str = "30d"):
+ """Get cost forecast for specified period."""
+ params = {"forecast_period": forecast_period}
+ return await self._send_request("GET", "/analytics/costs/forecast", params=params)
+
+ # Real-time Monitoring APIs
+ async def get_real_time_metrics(self):
+ """Get real-time platform metrics."""
+ return await self._send_request("GET", "/analytics/realtime")
+
+ async def get_app_real_time_metrics(self, app_id: str):
+ """Get real-time metrics for a specific app."""
+ url = f"/analytics/apps/{app_id}/realtime"
+ return await self._send_request("GET", url)
+
+ async def get_system_health(self):
+ """Get overall system health status."""
+ return await self._send_request("GET", "/analytics/health")
+
+ # Custom Reports APIs
+ async def create_custom_report(self, report_config: Dict[str, Any]):
+ """Create a custom analytics report."""
+ return await self._send_request("POST", "/analytics/reports", json=report_config)
+
+ async def list_custom_reports(self, page: int = 1, limit: int = 20):
+ """List custom analytics reports."""
+ params = {"page": page, "limit": limit}
+ return await self._send_request("GET", "/analytics/reports", params=params)
+
+ async def get_custom_report(self, report_id: str):
+ """Get a specific custom report."""
+ url = f"/analytics/reports/{report_id}"
+ return await self._send_request("GET", url)
+
+ async def update_custom_report(self, report_id: str, report_config: Dict[str, Any]):
+ """Update a custom analytics report."""
+ url = f"/analytics/reports/{report_id}"
+ return await self._send_request("PUT", url, json=report_config)
+
+ async def delete_custom_report(self, report_id: str):
+ """Delete a custom analytics report."""
+ url = f"/analytics/reports/{report_id}"
+ return await self._send_request("DELETE", url)
+
+ async def generate_report(self, report_id: str, format: str = "pdf"):
+ """Generate and download a custom report."""
+ params = {"format": format}
+ url = f"/analytics/reports/{report_id}/generate"
+ return await self._send_request("GET", url, params=params)
+
+ # Export APIs
+ async def export_analytics_data(self, data_type: str, start_date: str, end_date: str, format: str = "csv"):
+ """Export analytics data in specified format."""
+ params = {
+ "data_type": data_type,
+ "start_date": start_date,
+ "end_date": end_date,
+ "format": format,
+ }
+ return await self._send_request("GET", "/analytics/export", params=params)
+
+
+class AsyncIntegrationClient(AsyncDifyClient):
+ """Async Integration and Plugin APIs for Dify platform extensibility."""
+
+ # Webhook Management APIs
+ async def list_webhooks(self, page: int = 1, limit: int = 20, status: str | None = None):
+ """List webhooks with pagination and filtering."""
+ params = {"page": page, "limit": limit}
+ if status:
+ params["status"] = status
+ return await self._send_request("GET", "/integrations/webhooks", params=params)
+
+ async def create_webhook(self, webhook_data: Dict[str, Any]):
+ """Create a new webhook."""
+ return await self._send_request("POST", "/integrations/webhooks", json=webhook_data)
+
+ async def get_webhook(self, webhook_id: str):
+ """Get detailed information about a webhook."""
+ url = f"/integrations/webhooks/{webhook_id}"
+ return await self._send_request("GET", url)
+
+ async def update_webhook(self, webhook_id: str, webhook_data: Dict[str, Any]):
+ """Update webhook configuration."""
+ url = f"/integrations/webhooks/{webhook_id}"
+ return await self._send_request("PUT", url, json=webhook_data)
+
+ async def delete_webhook(self, webhook_id: str):
+ """Delete a webhook."""
+ url = f"/integrations/webhooks/{webhook_id}"
+ return await self._send_request("DELETE", url)
+
+ async def test_webhook(self, webhook_id: str):
+ """Test webhook delivery."""
+ url = f"/integrations/webhooks/{webhook_id}/test"
+ return await self._send_request("POST", url)
+
+ async def get_webhook_logs(self, webhook_id: str, page: int = 1, limit: int = 20):
+ """Get webhook delivery logs."""
+ params = {"page": page, "limit": limit}
+ url = f"/integrations/webhooks/{webhook_id}/logs"
+ return await self._send_request("GET", url, params=params)
+
+ # Plugin Management APIs
+ async def list_plugins(self, page: int = 1, limit: int = 20, category: str | None = None):
+ """List available plugins."""
+ params = {"page": page, "limit": limit}
+ if category:
+ params["category"] = category
+ return await self._send_request("GET", "/integrations/plugins", params=params)
+
+ async def install_plugin(self, plugin_id: str, config: Dict[str, Any] | None = None):
+ """Install a plugin."""
+ data = {"plugin_id": plugin_id}
+ if config:
+ data["config"] = config
+ return await self._send_request("POST", "/integrations/plugins/install", json=data)
+
+ async def get_installed_plugin(self, installation_id: str):
+ """Get information about an installed plugin."""
+ url = f"/integrations/plugins/{installation_id}"
+ return await self._send_request("GET", url)
+
+ async def update_plugin_config(self, installation_id: str, config: Dict[str, Any]):
+ """Update plugin configuration."""
+ url = f"/integrations/plugins/{installation_id}/config"
+ return await self._send_request("PUT", url, json=config)
+
+ async def uninstall_plugin(self, installation_id: str):
+ """Uninstall a plugin."""
+ url = f"/integrations/plugins/{installation_id}"
+ return await self._send_request("DELETE", url)
+
+ async def enable_plugin(self, installation_id: str):
+ """Enable a plugin."""
+ url = f"/integrations/plugins/{installation_id}/enable"
+ return await self._send_request("POST", url)
+
+ async def disable_plugin(self, installation_id: str):
+ """Disable a plugin."""
+ url = f"/integrations/plugins/{installation_id}/disable"
+ return await self._send_request("POST", url)
+
+ # Import/Export APIs
+ async def export_app_data(self, app_id: str, format: str = "json", include_data: bool = True):
+ """Export application data."""
+ params = {"format": format, "include_data": include_data}
+ url = f"/integrations/export/apps/{app_id}"
+ return await self._send_request("GET", url, params=params)
+
+ async def import_app_data(self, import_data: Dict[str, Any]):
+ """Import application data."""
+ return await self._send_request("POST", "/integrations/import/apps", json=import_data)
+
+ async def get_import_status(self, import_id: str):
+ """Get import operation status."""
+ url = f"/integrations/import/{import_id}/status"
+ return await self._send_request("GET", url)
+
+ async def export_workspace_data(self, format: str = "json", include_data: bool = True):
+ """Export workspace data."""
+ params = {"format": format, "include_data": include_data}
+ return await self._send_request("GET", "/integrations/export/workspace", params=params)
+
+ async def import_workspace_data(self, import_data: Dict[str, Any]):
+ """Import workspace data."""
+ return await self._send_request("POST", "/integrations/import/workspace", json=import_data)
+
+ # Backup and Restore APIs
+ async def create_backup(self, backup_config: Dict[str, Any] | None = None):
+ """Create a system backup."""
+ data = backup_config or {}
+ return await self._send_request("POST", "/integrations/backup/create", json=data)
+
+ async def list_backups(self, page: int = 1, limit: int = 20):
+ """List available backups."""
+ params = {"page": page, "limit": limit}
+ return await self._send_request("GET", "/integrations/backup", params=params)
+
+ async def get_backup(self, backup_id: str):
+ """Get backup information."""
+ url = f"/integrations/backup/{backup_id}"
+ return await self._send_request("GET", url)
+
+ async def restore_backup(self, backup_id: str, restore_config: Dict[str, Any] | None = None):
+ """Restore from backup."""
+ data = restore_config or {}
+ url = f"/integrations/backup/{backup_id}/restore"
+ return await self._send_request("POST", url, json=data)
+
+ async def delete_backup(self, backup_id: str):
+ """Delete a backup."""
+ url = f"/integrations/backup/{backup_id}"
+ return await self._send_request("DELETE", url)
+
+
+class AsyncAdvancedModelClient(AsyncDifyClient):
+ """Async Advanced Model Management APIs for fine-tuning and custom deployments."""
+
+ # Fine-tuning Job Management APIs
+ async def list_fine_tuning_jobs(
+ self,
+ page: int = 1,
+ limit: int = 20,
+ status: str | None = None,
+ model_provider: str | None = None,
+ ):
+ """List fine-tuning jobs with filtering."""
+ params = {"page": page, "limit": limit}
+ if status:
+ params["status"] = status
+ if model_provider:
+ params["model_provider"] = model_provider
+ return await self._send_request("GET", "/models/fine-tuning/jobs", params=params)
+
+ async def create_fine_tuning_job(self, job_config: Dict[str, Any]):
+ """Create a new fine-tuning job."""
+ return await self._send_request("POST", "/models/fine-tuning/jobs", json=job_config)
+
+ async def get_fine_tuning_job(self, job_id: str):
+ """Get fine-tuning job details."""
+ url = f"/models/fine-tuning/jobs/{job_id}"
+ return await self._send_request("GET", url)
+
+ async def update_fine_tuning_job(self, job_id: str, job_config: Dict[str, Any]):
+ """Update fine-tuning job configuration."""
+ url = f"/models/fine-tuning/jobs/{job_id}"
+ return await self._send_request("PUT", url, json=job_config)
+
+ async def cancel_fine_tuning_job(self, job_id: str):
+ """Cancel a fine-tuning job."""
+ url = f"/models/fine-tuning/jobs/{job_id}/cancel"
+ return await self._send_request("POST", url)
+
+ async def resume_fine_tuning_job(self, job_id: str):
+ """Resume a paused fine-tuning job."""
+ url = f"/models/fine-tuning/jobs/{job_id}/resume"
+ return await self._send_request("POST", url)
+
+ async def get_fine_tuning_job_metrics(self, job_id: str):
+ """Get fine-tuning job training metrics."""
+ url = f"/models/fine-tuning/jobs/{job_id}/metrics"
+ return await self._send_request("GET", url)
+
+ async def get_fine_tuning_job_logs(self, job_id: str, page: int = 1, limit: int = 50):
+ """Get fine-tuning job logs."""
+ params = {"page": page, "limit": limit}
+ url = f"/models/fine-tuning/jobs/{job_id}/logs"
+ return await self._send_request("GET", url, params=params)
+
+ # Custom Model Deployment APIs
+ async def list_custom_deployments(self, page: int = 1, limit: int = 20, status: str | None = None):
+ """List custom model deployments."""
+ params = {"page": page, "limit": limit}
+ if status:
+ params["status"] = status
+ return await self._send_request("GET", "/models/custom/deployments", params=params)
+
+ async def create_custom_deployment(self, deployment_config: Dict[str, Any]):
+ """Create a custom model deployment."""
+ return await self._send_request("POST", "/models/custom/deployments", json=deployment_config)
+
+ async def get_custom_deployment(self, deployment_id: str):
+ """Get custom deployment details."""
+ url = f"/models/custom/deployments/{deployment_id}"
+ return await self._send_request("GET", url)
+
+ async def update_custom_deployment(self, deployment_id: str, deployment_config: Dict[str, Any]):
+ """Update custom deployment configuration."""
+ url = f"/models/custom/deployments/{deployment_id}"
+ return await self._send_request("PUT", url, json=deployment_config)
+
+ async def delete_custom_deployment(self, deployment_id: str):
+ """Delete a custom deployment."""
+ url = f"/models/custom/deployments/{deployment_id}"
+ return await self._send_request("DELETE", url)
+
+ async def scale_custom_deployment(self, deployment_id: str, scale_config: Dict[str, Any]):
+ """Scale custom deployment resources."""
+ url = f"/models/custom/deployments/{deployment_id}/scale"
+ return await self._send_request("POST", url, json=scale_config)
+
+ async def restart_custom_deployment(self, deployment_id: str):
+ """Restart a custom deployment."""
+ url = f"/models/custom/deployments/{deployment_id}/restart"
+ return await self._send_request("POST", url)
+
+ # Model Performance Monitoring APIs
+ async def get_model_performance_history(
+ self,
+ model_provider: str,
+ model_name: str,
+ start_date: str,
+ end_date: str,
+ metrics: List[str] | None = None,
+ ):
+ """Get model performance history."""
+ params = {"start_date": start_date, "end_date": end_date}
+ if metrics:
+ params["metrics"] = ",".join(metrics)
+ url = f"/models/{model_provider}/{model_name}/performance/history"
+ return await self._send_request("GET", url, params=params)
+
+ async def get_model_health_metrics(self, model_provider: str, model_name: str):
+ """Get real-time model health metrics."""
+ url = f"/models/{model_provider}/{model_name}/health"
+ return await self._send_request("GET", url)
+
+ async def get_model_usage_stats(
+ self,
+ model_provider: str,
+ model_name: str,
+ start_date: str,
+ end_date: str,
+ granularity: str = "day",
+ ):
+ """Get model usage statistics."""
+ params = {
+ "start_date": start_date,
+ "end_date": end_date,
+ "granularity": granularity,
+ }
+ url = f"/models/{model_provider}/{model_name}/usage"
+ return await self._send_request("GET", url, params=params)
+
+ async def get_model_cost_analysis(self, model_provider: str, model_name: str, start_date: str, end_date: str):
+ """Get model cost analysis."""
+ params = {"start_date": start_date, "end_date": end_date}
+ url = f"/models/{model_provider}/{model_name}/costs"
+ return await self._send_request("GET", url, params=params)
+
+ # Model Versioning APIs
+ async def list_model_versions(self, model_provider: str, model_name: str, page: int = 1, limit: int = 20):
+ """List model versions."""
+ params = {"page": page, "limit": limit}
+ url = f"/models/{model_provider}/{model_name}/versions"
+ return await self._send_request("GET", url, params=params)
+
+ async def create_model_version(self, model_provider: str, model_name: str, version_config: Dict[str, Any]):
+ """Create a new model version."""
+ url = f"/models/{model_provider}/{model_name}/versions"
+ return await self._send_request("POST", url, json=version_config)
+
+ async def get_model_version(self, model_provider: str, model_name: str, version_id: str):
+ """Get model version details."""
+ url = f"/models/{model_provider}/{model_name}/versions/{version_id}"
+ return await self._send_request("GET", url)
+
+ async def promote_model_version(self, model_provider: str, model_name: str, version_id: str):
+ """Promote model version to production."""
+ url = f"/models/{model_provider}/{model_name}/versions/{version_id}/promote"
+ return await self._send_request("POST", url)
+
+ async def rollback_model_version(self, model_provider: str, model_name: str, version_id: str):
+ """Rollback to a specific model version."""
+ url = f"/models/{model_provider}/{model_name}/versions/{version_id}/rollback"
+ return await self._send_request("POST", url)
+
+ # Model Registry APIs
+ async def list_registry_models(self, page: int = 1, limit: int = 20, filter: str | None = None):
+ """List models in registry."""
+ params = {"page": page, "limit": limit}
+ if filter:
+ params["filter"] = filter
+ return await self._send_request("GET", "/models/registry", params=params)
+
+ async def register_model(self, model_config: Dict[str, Any]):
+ """Register a new model in the registry."""
+ return await self._send_request("POST", "/models/registry", json=model_config)
+
+ async def get_registry_model(self, model_id: str):
+ """Get registered model details."""
+ url = f"/models/registry/{model_id}"
+ return await self._send_request("GET", url)
+
+ async def update_registry_model(self, model_id: str, model_config: Dict[str, Any]):
+ """Update registered model information."""
+ url = f"/models/registry/{model_id}"
+ return await self._send_request("PUT", url, json=model_config)
+
+ async def unregister_model(self, model_id: str):
+ """Unregister a model from the registry."""
+ url = f"/models/registry/{model_id}"
+ return await self._send_request("DELETE", url)
+
+
+class AsyncAdvancedAppClient(AsyncDifyClient):
+ """Async Advanced App Configuration APIs for comprehensive app management."""
+
+ # App Creation and Management APIs
+ async def create_app(self, app_config: Dict[str, Any]):
+ """Create a new application."""
+ return await self._send_request("POST", "/apps", json=app_config)
+
+ async def list_apps(
+ self,
+ page: int = 1,
+ limit: int = 20,
+ app_type: str | None = None,
+ status: str | None = None,
+ ):
+ """List applications with filtering."""
+ params = {"page": page, "limit": limit}
+ if app_type:
+ params["app_type"] = app_type
+ if status:
+ params["status"] = status
+ return await self._send_request("GET", "/apps", params=params)
+
+ async def get_app(self, app_id: str):
+ """Get detailed application information."""
+ url = f"/apps/{app_id}"
+ return await self._send_request("GET", url)
+
+ async def update_app(self, app_id: str, app_config: Dict[str, Any]):
+ """Update application configuration."""
+ url = f"/apps/{app_id}"
+ return await self._send_request("PUT", url, json=app_config)
+
+ async def delete_app(self, app_id: str):
+ """Delete an application."""
+ url = f"/apps/{app_id}"
+ return await self._send_request("DELETE", url)
+
+ async def duplicate_app(self, app_id: str, duplicate_config: Dict[str, Any]):
+ """Duplicate an application."""
+ url = f"/apps/{app_id}/duplicate"
+ return await self._send_request("POST", url, json=duplicate_config)
+
+ async def archive_app(self, app_id: str):
+ """Archive an application."""
+ url = f"/apps/{app_id}/archive"
+ return await self._send_request("POST", url)
+
+ async def restore_app(self, app_id: str):
+ """Restore an archived application."""
+ url = f"/apps/{app_id}/restore"
+ return await self._send_request("POST", url)
+
+ # App Publishing and Versioning APIs
+ async def publish_app(self, app_id: str, publish_config: Dict[str, Any] | None = None):
+ """Publish an application."""
+ data = publish_config or {}
+ url = f"/apps/{app_id}/publish"
+ return await self._send_request("POST", url, json=data)
+
+ async def unpublish_app(self, app_id: str):
+ """Unpublish an application."""
+ url = f"/apps/{app_id}/unpublish"
+ return await self._send_request("POST", url)
+
+ async def list_app_versions(self, app_id: str, page: int = 1, limit: int = 20):
+ """List application versions."""
+ params = {"page": page, "limit": limit}
+ url = f"/apps/{app_id}/versions"
+ return await self._send_request("GET", url, params=params)
+
+ async def create_app_version(self, app_id: str, version_config: Dict[str, Any]):
+ """Create a new application version."""
+ url = f"/apps/{app_id}/versions"
+ return await self._send_request("POST", url, json=version_config)
+
+ async def get_app_version(self, app_id: str, version_id: str):
+ """Get application version details."""
+ url = f"/apps/{app_id}/versions/{version_id}"
+ return await self._send_request("GET", url)
+
+ async def rollback_app_version(self, app_id: str, version_id: str):
+ """Rollback application to a specific version."""
+ url = f"/apps/{app_id}/versions/{version_id}/rollback"
+ return await self._send_request("POST", url)
+
+ # App Template APIs
+ async def list_app_templates(self, page: int = 1, limit: int = 20, category: str | None = None):
+ """List available app templates."""
+ params = {"page": page, "limit": limit}
+ if category:
+ params["category"] = category
+ return await self._send_request("GET", "/apps/templates", params=params)
+
+ async def get_app_template(self, template_id: str):
+ """Get app template details."""
+ url = f"/apps/templates/{template_id}"
+ return await self._send_request("GET", url)
+
+ async def create_app_from_template(self, template_id: str, app_config: Dict[str, Any]):
+ """Create an app from a template."""
+ url = f"/apps/templates/{template_id}/create"
+ return await self._send_request("POST", url, json=app_config)
+
+ async def create_custom_template(self, app_id: str, template_config: Dict[str, Any]):
+ """Create a custom template from an existing app."""
+ url = f"/apps/{app_id}/create-template"
+ return await self._send_request("POST", url, json=template_config)
+
+ # App Analytics and Metrics APIs
+ async def get_app_analytics(
+ self,
+ app_id: str,
+ start_date: str,
+ end_date: str,
+ metrics: List[str] | None = None,
+ ):
+ """Get application analytics."""
+ params = {"start_date": start_date, "end_date": end_date}
+ if metrics:
+ params["metrics"] = ",".join(metrics)
+ url = f"/apps/{app_id}/analytics"
+ return await self._send_request("GET", url, params=params)
+
+ async def get_app_user_feedback(self, app_id: str, page: int = 1, limit: int = 20, rating: int | None = None):
+ """Get user feedback for an application."""
+ params = {"page": page, "limit": limit}
+ if rating:
+ params["rating"] = rating
+ url = f"/apps/{app_id}/feedback"
+ return await self._send_request("GET", url, params=params)
+
+ async def get_app_error_logs(
+ self,
+ app_id: str,
+ start_date: str,
+ end_date: str,
+ error_type: str | None = None,
+ page: int = 1,
+ limit: int = 20,
+ ):
+ """Get application error logs."""
+ params = {
+ "start_date": start_date,
+ "end_date": end_date,
+ "page": page,
+ "limit": limit,
+ }
+ if error_type:
+ params["error_type"] = error_type
+ url = f"/apps/{app_id}/errors"
+ return await self._send_request("GET", url, params=params)
+
+ # Advanced Configuration APIs
+ async def get_app_advanced_config(self, app_id: str):
+ """Get advanced application configuration."""
+ url = f"/apps/{app_id}/advanced-config"
+ return await self._send_request("GET", url)
+
+ async def update_app_advanced_config(self, app_id: str, config: Dict[str, Any]):
+ """Update advanced application configuration."""
+ url = f"/apps/{app_id}/advanced-config"
+ return await self._send_request("PUT", url, json=config)
+
+ async def get_app_environment_variables(self, app_id: str):
+ """Get application environment variables."""
+ url = f"/apps/{app_id}/environment"
+ return await self._send_request("GET", url)
+
+ async def update_app_environment_variables(self, app_id: str, variables: Dict[str, str]):
+ """Update application environment variables."""
+ url = f"/apps/{app_id}/environment"
+ return await self._send_request("PUT", url, json=variables)
+
+ async def get_app_resource_limits(self, app_id: str):
+ """Get application resource limits."""
+ url = f"/apps/{app_id}/resource-limits"
+ return await self._send_request("GET", url)
+
+ async def update_app_resource_limits(self, app_id: str, limits: Dict[str, Any]):
+ """Update application resource limits."""
+ url = f"/apps/{app_id}/resource-limits"
+ return await self._send_request("PUT", url, json=limits)
+
+ # App Integration APIs
+ async def get_app_integrations(self, app_id: str):
+ """Get application integrations."""
+ url = f"/apps/{app_id}/integrations"
+ return await self._send_request("GET", url)
+
+ async def add_app_integration(self, app_id: str, integration_config: Dict[str, Any]):
+ """Add integration to application."""
+ url = f"/apps/{app_id}/integrations"
+ return await self._send_request("POST", url, json=integration_config)
+
+ async def update_app_integration(self, app_id: str, integration_id: str, config: Dict[str, Any]):
+ """Update application integration."""
+ url = f"/apps/{app_id}/integrations/{integration_id}"
+ return await self._send_request("PUT", url, json=config)
+
+ async def remove_app_integration(self, app_id: str, integration_id: str):
+ """Remove integration from application."""
+ url = f"/apps/{app_id}/integrations/{integration_id}"
+ return await self._send_request("DELETE", url)
+
+ async def test_app_integration(self, app_id: str, integration_id: str):
+ """Test application integration."""
+ url = f"/apps/{app_id}/integrations/{integration_id}/test"
+ return await self._send_request("POST", url)
diff --git a/sdks/python-client/dify_client/base_client.py b/sdks/python-client/dify_client/base_client.py
new file mode 100644
index 0000000000..0ad6e07b23
--- /dev/null
+++ b/sdks/python-client/dify_client/base_client.py
@@ -0,0 +1,228 @@
+"""Base client with common functionality for both sync and async clients."""
+
+import json
+import time
+import logging
+from typing import Dict, Callable, Optional
+
+try:
+ # Python 3.10+
+ from typing import ParamSpec
+except ImportError:
+ # Python < 3.10
+ from typing_extensions import ParamSpec
+
+from urllib.parse import urljoin
+
+import httpx
+
+P = ParamSpec("P")
+
+from .exceptions import (
+ DifyClientError,
+ APIError,
+ AuthenticationError,
+ RateLimitError,
+ ValidationError,
+ NetworkError,
+ TimeoutError,
+)
+
+
+class BaseClientMixin:
+ """Mixin class providing common functionality for Dify clients."""
+
+ def __init__(
+ self,
+ api_key: str,
+ base_url: str = "https://api.dify.ai/v1",
+ timeout: float = 60.0,
+ max_retries: int = 3,
+ retry_delay: float = 1.0,
+ enable_logging: bool = False,
+ ):
+ """Initialize the base client.
+
+ Args:
+ api_key: Your Dify API key
+ base_url: Base URL for the Dify API
+ timeout: Request timeout in seconds
+ max_retries: Maximum number of retry attempts
+ retry_delay: Delay between retries in seconds
+ enable_logging: Enable detailed logging
+ """
+ if not api_key:
+ raise ValidationError("API key is required")
+
+ self.api_key = api_key
+ self.base_url = base_url.rstrip("/")
+ self.timeout = timeout
+ self.max_retries = max_retries
+ self.retry_delay = retry_delay
+ self.enable_logging = enable_logging
+
+ # Setup logging
+ self.logger = logging.getLogger(f"dify_client.{self.__class__.__name__.lower()}")
+ if enable_logging and not self.logger.handlers:
+ # Create console handler with formatter
+ handler = logging.StreamHandler()
+ formatter = logging.Formatter("%(asctime)s - %(name)s - %(levelname)s - %(message)s")
+ handler.setFormatter(formatter)
+ self.logger.addHandler(handler)
+ self.logger.setLevel(logging.INFO)
+ self.enable_logging = True
+ else:
+ self.enable_logging = enable_logging
+
+ def _get_headers(self, content_type: str = "application/json") -> Dict[str, str]:
+ """Get common request headers."""
+ return {
+ "Authorization": f"Bearer {self.api_key}",
+ "Content-Type": content_type,
+ "User-Agent": "dify-client-python/0.1.12",
+ }
+
+ def _build_url(self, endpoint: str) -> str:
+ """Build full URL from endpoint."""
+ return urljoin(self.base_url + "/", endpoint.lstrip("/"))
+
+ def _handle_response(self, response: httpx.Response) -> httpx.Response:
+ """Handle HTTP response and raise appropriate exceptions."""
+ try:
+ if response.status_code == 401:
+ raise AuthenticationError(
+ "Authentication failed. Check your API key.",
+ status_code=response.status_code,
+ response=response.json() if response.content else None,
+ )
+ elif response.status_code == 429:
+ retry_after = response.headers.get("Retry-After")
+ raise RateLimitError(
+ "Rate limit exceeded. Please try again later.",
+ retry_after=int(retry_after) if retry_after else None,
+ )
+ elif response.status_code >= 400:
+ try:
+ error_data = response.json()
+ message = error_data.get("message", f"HTTP {response.status_code}")
+ except:
+ message = f"HTTP {response.status_code}: {response.text}"
+
+ raise APIError(
+ message,
+ status_code=response.status_code,
+ response=response.json() if response.content else None,
+ )
+
+ return response
+
+ except json.JSONDecodeError:
+ raise APIError(
+ f"Invalid JSON response: {response.text}",
+ status_code=response.status_code,
+ )
+
+ def _retry_request(
+ self,
+ request_func: Callable[P, httpx.Response],
+ request_context: str | None = None,
+ *args: P.args,
+ **kwargs: P.kwargs,
+ ) -> httpx.Response:
+ """Retry a request with exponential backoff.
+
+ Args:
+ request_func: Function that performs the HTTP request
+ request_context: Context description for logging (e.g., "GET /v1/messages")
+ *args: Positional arguments to pass to request_func
+ **kwargs: Keyword arguments to pass to request_func
+
+ Returns:
+ httpx.Response: Successful response
+
+ Raises:
+ NetworkError: On network failures after retries
+ TimeoutError: On timeout failures after retries
+ APIError: On API errors (4xx/5xx responses)
+ DifyClientError: On unexpected failures
+ """
+ last_exception = None
+
+ for attempt in range(self.max_retries + 1):
+ try:
+ response = request_func(*args, **kwargs)
+ return response # Let caller handle response processing
+
+ except (httpx.NetworkError, httpx.TimeoutException) as e:
+ last_exception = e
+ context_msg = f" {request_context}" if request_context else ""
+
+ if attempt < self.max_retries:
+ delay = self.retry_delay * (2**attempt) # Exponential backoff
+ self.logger.warning(
+ f"Request failed{context_msg} (attempt {attempt + 1}/{self.max_retries + 1}): {e}. "
+ f"Retrying in {delay:.2f} seconds..."
+ )
+ time.sleep(delay)
+ else:
+ self.logger.error(f"Request failed{context_msg} after {self.max_retries + 1} attempts: {e}")
+ # Convert to custom exceptions
+ if isinstance(e, httpx.TimeoutException):
+ from .exceptions import TimeoutError
+
+ raise TimeoutError(f"Request timed out after {self.max_retries} retries{context_msg}") from e
+ else:
+ from .exceptions import NetworkError
+
+ raise NetworkError(
+ f"Network error after {self.max_retries} retries{context_msg}: {str(e)}"
+ ) from e
+
+ if last_exception:
+ raise last_exception
+ raise DifyClientError("Request failed after retries")
+
+ def _validate_params(self, **params) -> None:
+ """Validate request parameters."""
+ for key, value in params.items():
+ if value is None:
+ continue
+
+ # String validations
+ if isinstance(value, str):
+ if not value.strip():
+ raise ValidationError(f"Parameter '{key}' cannot be empty or whitespace only")
+ if len(value) > 10000:
+ raise ValidationError(f"Parameter '{key}' exceeds maximum length of 10000 characters")
+
+ # List validations
+ elif isinstance(value, list):
+ if len(value) > 1000:
+ raise ValidationError(f"Parameter '{key}' exceeds maximum size of 1000 items")
+
+ # Dictionary validations
+ elif isinstance(value, dict):
+ if len(value) > 100:
+ raise ValidationError(f"Parameter '{key}' exceeds maximum size of 100 items")
+
+ # Type-specific validations
+ if key == "user" and not isinstance(value, str):
+ raise ValidationError(f"Parameter '{key}' must be a string")
+ elif key in ["page", "limit", "page_size"] and not isinstance(value, int):
+ raise ValidationError(f"Parameter '{key}' must be an integer")
+ elif key == "files" and not isinstance(value, (list, dict)):
+ raise ValidationError(f"Parameter '{key}' must be a list or dict")
+ elif key == "rating" and value not in ["like", "dislike"]:
+ raise ValidationError(f"Parameter '{key}' must be 'like' or 'dislike'")
+
+ def _log_request(self, method: str, url: str, **kwargs) -> None:
+ """Log request details."""
+ self.logger.info(f"Making {method} request to {url}")
+ if kwargs.get("json"):
+ self.logger.debug(f"Request body: {kwargs['json']}")
+ if kwargs.get("params"):
+ self.logger.debug(f"Query params: {kwargs['params']}")
+
+ def _log_response(self, response: httpx.Response) -> None:
+ """Log response details."""
+ self.logger.info(f"Received response: {response.status_code} ({len(response.content)} bytes)")
diff --git a/sdks/python-client/dify_client/client.py b/sdks/python-client/dify_client/client.py
index 41c5abe16d..cebdf6845c 100644
--- a/sdks/python-client/dify_client/client.py
+++ b/sdks/python-client/dify_client/client.py
@@ -1,11 +1,20 @@
import json
+import logging
import os
-from typing import Literal, Dict, List, Any, IO
+from typing import Literal, Dict, List, Any, IO, Optional, Union
import httpx
+from .base_client import BaseClientMixin
+from .exceptions import (
+ APIError,
+ AuthenticationError,
+ RateLimitError,
+ ValidationError,
+ FileUploadError,
+)
-class DifyClient:
+class DifyClient(BaseClientMixin):
"""Synchronous Dify API client.
This client uses httpx.Client for efficient connection pooling and resource management.
@@ -21,6 +30,9 @@ class DifyClient:
api_key: str,
base_url: str = "https://api.dify.ai/v1",
timeout: float = 60.0,
+ max_retries: int = 3,
+ retry_delay: float = 1.0,
+ enable_logging: bool = False,
):
"""Initialize the Dify client.
@@ -28,9 +40,13 @@ class DifyClient:
api_key: Your Dify API key
base_url: Base URL for the Dify API
timeout: Request timeout in seconds (default: 60.0)
+ max_retries: Maximum number of retry attempts (default: 3)
+ retry_delay: Delay between retries in seconds (default: 1.0)
+ enable_logging: Whether to enable request logging (default: True)
"""
- self.api_key = api_key
- self.base_url = base_url
+ # Initialize base client functionality
+ BaseClientMixin.__init__(self, api_key, base_url, timeout, max_retries, retry_delay, enable_logging)
+
self._client = httpx.Client(
base_url=base_url,
timeout=httpx.Timeout(timeout, connect=5.0),
@@ -53,12 +69,12 @@ class DifyClient:
self,
method: str,
endpoint: str,
- json: dict | None = None,
- params: dict | None = None,
+ json: Dict[str, Any] | None = None,
+ params: Dict[str, Any] | None = None,
stream: bool = False,
**kwargs,
):
- """Send an HTTP request to the Dify API.
+ """Send an HTTP request to the Dify API with retry logic.
Args:
method: HTTP method (GET, POST, PUT, PATCH, DELETE)
@@ -71,23 +87,91 @@ class DifyClient:
Returns:
httpx.Response object
"""
+ # Validate parameters
+ if json:
+ self._validate_params(**json)
+ if params:
+ self._validate_params(**params)
+
headers = {
"Authorization": f"Bearer {self.api_key}",
"Content-Type": "application/json",
}
- # httpx.Client automatically prepends base_url
- response = self._client.request(
- method,
- endpoint,
- json=json,
- params=params,
- headers=headers,
- **kwargs,
- )
+ def make_request():
+ """Inner function to perform the actual HTTP request."""
+ # Log request if logging is enabled
+ if self.enable_logging:
+ self.logger.info(f"Sending {method} request to {endpoint}")
+ # Debug logging for detailed information
+ if self.logger.isEnabledFor(logging.DEBUG):
+ if json:
+ self.logger.debug(f"Request body: {json}")
+ if params:
+ self.logger.debug(f"Request params: {params}")
+
+ # httpx.Client automatically prepends base_url
+ response = self._client.request(
+ method,
+ endpoint,
+ json=json,
+ params=params,
+ headers=headers,
+ **kwargs,
+ )
+
+ # Log response if logging is enabled
+ if self.enable_logging:
+ self.logger.info(f"Received response: {response.status_code}")
+
+ return response
+
+ # Use the retry mechanism from base client
+ request_context = f"{method} {endpoint}"
+ response = self._retry_request(make_request, request_context)
+
+ # Handle error responses (API errors don't retry)
+ self._handle_error_response(response)
return response
+ def _handle_error_response(self, response, is_upload_request: bool = False) -> None:
+ """Handle HTTP error responses and raise appropriate exceptions."""
+
+ if response.status_code < 400:
+ return # Success response
+
+ try:
+ error_data = response.json()
+ message = error_data.get("message", f"HTTP {response.status_code}")
+ except (ValueError, KeyError):
+ message = f"HTTP {response.status_code}"
+ error_data = None
+
+ # Log error response if logging is enabled
+ if self.enable_logging:
+ self.logger.error(f"API error: {response.status_code} - {message}")
+
+ if response.status_code == 401:
+ raise AuthenticationError(message, response.status_code, error_data)
+ elif response.status_code == 429:
+ retry_after = response.headers.get("Retry-After")
+ raise RateLimitError(message, retry_after)
+ elif response.status_code == 422:
+ raise ValidationError(message, response.status_code, error_data)
+ elif response.status_code == 400:
+ # Check if this is a file upload error based on the URL or context
+ current_url = getattr(response, "url", "") or ""
+ if is_upload_request or "upload" in str(current_url).lower() or "files" in str(current_url).lower():
+ raise FileUploadError(message, response.status_code, error_data)
+ else:
+ raise APIError(message, response.status_code, error_data)
+ elif response.status_code >= 500:
+ # Server errors should raise APIError
+ raise APIError(message, response.status_code, error_data)
+ elif response.status_code >= 400:
+ raise APIError(message, response.status_code, error_data)
+
def _send_request_with_files(self, method: str, endpoint: str, data: dict, files: dict):
"""Send an HTTP request with file uploads.
@@ -102,6 +186,12 @@ class DifyClient:
"""
headers = {"Authorization": f"Bearer {self.api_key}"}
+ # Log file upload request if logging is enabled
+ if self.enable_logging:
+ self.logger.info(f"Sending {method} file upload request to {endpoint}")
+ self.logger.debug(f"Form data: {data}")
+ self.logger.debug(f"Files: {files}")
+
response = self._client.request(
method,
endpoint,
@@ -110,9 +200,17 @@ class DifyClient:
files=files,
)
+ # Log response if logging is enabled
+ if self.enable_logging:
+ self.logger.info(f"Received file upload response: {response.status_code}")
+
+ # Handle error responses
+ self._handle_error_response(response, is_upload_request=True)
+
return response
def message_feedback(self, message_id: str, rating: Literal["like", "dislike"], user: str):
+ self._validate_params(message_id=message_id, rating=rating, user=user)
data = {"rating": rating, "user": user}
return self._send_request("POST", f"/messages/{message_id}/feedbacks", data)
@@ -144,6 +242,72 @@ class DifyClient:
"""Get file preview by file ID."""
return self._send_request("GET", f"/files/{file_id}/preview")
+ # App Configuration APIs
+ def get_app_site_config(self, app_id: str):
+ """Get app site configuration.
+
+ Args:
+ app_id: ID of the app
+
+ Returns:
+ App site configuration
+ """
+ url = f"/apps/{app_id}/site/config"
+ return self._send_request("GET", url)
+
+ def update_app_site_config(self, app_id: str, config_data: Dict[str, Any]):
+ """Update app site configuration.
+
+ Args:
+ app_id: ID of the app
+ config_data: Configuration data to update
+
+ Returns:
+ Updated app site configuration
+ """
+ url = f"/apps/{app_id}/site/config"
+ return self._send_request("PUT", url, json=config_data)
+
+ def get_app_api_tokens(self, app_id: str):
+ """Get API tokens for an app.
+
+ Args:
+ app_id: ID of the app
+
+ Returns:
+ List of API tokens
+ """
+ url = f"/apps/{app_id}/api-tokens"
+ return self._send_request("GET", url)
+
+ def create_app_api_token(self, app_id: str, name: str, description: str | None = None):
+ """Create a new API token for an app.
+
+ Args:
+ app_id: ID of the app
+ name: Name for the API token
+ description: Description for the API token (optional)
+
+ Returns:
+ Created API token information
+ """
+ data = {"name": name, "description": description}
+ url = f"/apps/{app_id}/api-tokens"
+ return self._send_request("POST", url, json=data)
+
+ def delete_app_api_token(self, app_id: str, token_id: str):
+ """Delete an API token.
+
+ Args:
+ app_id: ID of the app
+ token_id: ID of the token to delete
+
+ Returns:
+ Deletion result
+ """
+ url = f"/apps/{app_id}/api-tokens/{token_id}"
+ return self._send_request("DELETE", url)
+
class CompletionClient(DifyClient):
def create_completion_message(
@@ -151,8 +315,16 @@ class CompletionClient(DifyClient):
inputs: dict,
response_mode: Literal["blocking", "streaming"],
user: str,
- files: dict | None = None,
+ files: Dict[str, Any] | None = None,
):
+ # Validate parameters
+ if not isinstance(inputs, dict):
+ raise ValidationError("inputs must be a dictionary")
+ if response_mode not in ["blocking", "streaming"]:
+ raise ValidationError("response_mode must be 'blocking' or 'streaming'")
+
+ self._validate_params(inputs=inputs, response_mode=response_mode, user=user)
+
data = {
"inputs": inputs,
"response_mode": response_mode,
@@ -175,8 +347,18 @@ class ChatClient(DifyClient):
user: str,
response_mode: Literal["blocking", "streaming"] = "blocking",
conversation_id: str | None = None,
- files: dict | None = None,
+ files: Dict[str, Any] | None = None,
):
+ # Validate parameters
+ if not isinstance(inputs, dict):
+ raise ValidationError("inputs must be a dictionary")
+ if not isinstance(query, str) or not query.strip():
+ raise ValidationError("query must be a non-empty string")
+ if response_mode not in ["blocking", "streaming"]:
+ raise ValidationError("response_mode must be 'blocking' or 'streaming'")
+
+ self._validate_params(inputs=inputs, query=query, user=user, response_mode=response_mode)
+
data = {
"inputs": inputs,
"query": query,
@@ -238,7 +420,7 @@ class ChatClient(DifyClient):
data = {"user": user}
return self._send_request("DELETE", f"/conversations/{conversation_id}", data)
- def audio_to_text(self, audio_file: IO[bytes] | tuple, user: str):
+ def audio_to_text(self, audio_file: Union[IO[bytes], tuple], user: str):
data = {"user": user}
files = {"file": audio_file}
return self._send_request_with_files("POST", "/audio-to-text", data, files)
@@ -313,7 +495,48 @@ class ChatClient(DifyClient):
"""
data = {"value": value, "user": user}
url = f"/conversations/{conversation_id}/variables/{variable_id}"
- return self._send_request("PATCH", url, json=data)
+ return self._send_request("PUT", url, json=data)
+
+ def delete_annotation_with_response(self, annotation_id: str):
+ """Delete an annotation with full response handling."""
+ url = f"/apps/annotations/{annotation_id}"
+ return self._send_request("DELETE", url)
+
+ def list_conversation_variables_with_pagination(
+ self, conversation_id: str, user: str, page: int = 1, limit: int = 20
+ ):
+ """List conversation variables with pagination."""
+ params = {"page": page, "limit": limit, "user": user}
+ url = f"/conversations/{conversation_id}/variables"
+ return self._send_request("GET", url, params=params)
+
+ def update_conversation_variable_with_response(self, conversation_id: str, variable_id: str, user: str, value: Any):
+ """Update a conversation variable with full response handling."""
+ data = {"value": value, "user": user}
+ url = f"/conversations/{conversation_id}/variables/{variable_id}"
+ return self._send_request("PUT", url, json=data)
+
+ # Enhanced Annotation APIs
+ def get_annotation_reply_job_status(self, action: str, job_id: str):
+ """Get status of an annotation reply action job."""
+ url = f"/apps/annotation-reply/{action}/status/{job_id}"
+ return self._send_request("GET", url)
+
+ def list_annotations_with_pagination(self, page: int = 1, limit: int = 20, keyword: str | None = None):
+ """List annotations with pagination."""
+ params = {"page": page, "limit": limit, "keyword": keyword}
+ return self._send_request("GET", "/apps/annotations", params=params)
+
+ def create_annotation_with_response(self, question: str, answer: str):
+ """Create an annotation with full response handling."""
+ data = {"question": question, "answer": answer}
+ return self._send_request("POST", "/apps/annotations", json=data)
+
+ def update_annotation_with_response(self, annotation_id: str, question: str, answer: str):
+ """Update an annotation with full response handling."""
+ data = {"question": question, "answer": answer}
+ url = f"/apps/annotations/{annotation_id}"
+ return self._send_request("PUT", url, json=data)
class WorkflowClient(DifyClient):
@@ -376,6 +599,68 @@ class WorkflowClient(DifyClient):
stream=(response_mode == "streaming"),
)
+ # Enhanced Workflow APIs
+ def get_workflow_draft(self, app_id: str):
+ """Get workflow draft configuration.
+
+ Args:
+ app_id: ID of the workflow app
+
+ Returns:
+ Workflow draft configuration
+ """
+ url = f"/apps/{app_id}/workflow/draft"
+ return self._send_request("GET", url)
+
+ def update_workflow_draft(self, app_id: str, workflow_data: Dict[str, Any]):
+ """Update workflow draft configuration.
+
+ Args:
+ app_id: ID of the workflow app
+ workflow_data: Workflow configuration data
+
+ Returns:
+ Updated workflow draft
+ """
+ url = f"/apps/{app_id}/workflow/draft"
+ return self._send_request("PUT", url, json=workflow_data)
+
+ def publish_workflow(self, app_id: str):
+ """Publish workflow from draft.
+
+ Args:
+ app_id: ID of the workflow app
+
+ Returns:
+ Published workflow information
+ """
+ url = f"/apps/{app_id}/workflow/publish"
+ return self._send_request("POST", url)
+
+ def get_workflow_run_history(
+ self,
+ app_id: str,
+ page: int = 1,
+ limit: int = 20,
+ status: Literal["succeeded", "failed", "stopped"] | None = None,
+ ):
+ """Get workflow run history.
+
+ Args:
+ app_id: ID of the workflow app
+ page: Page number (default: 1)
+ limit: Number of items per page (default: 20)
+ status: Filter by status (optional)
+
+ Returns:
+ Paginated workflow run history
+ """
+ params = {"page": page, "limit": limit}
+ if status:
+ params["status"] = status
+ url = f"/apps/{app_id}/workflow/runs"
+ return self._send_request("GET", url, params=params)
+
class WorkspaceClient(DifyClient):
"""Client for workspace-related operations."""
@@ -385,6 +670,41 @@ class WorkspaceClient(DifyClient):
url = f"/workspaces/current/models/model-types/{model_type}"
return self._send_request("GET", url)
+ def get_available_models_by_type(self, model_type: str):
+ """Get available models by model type (enhanced version)."""
+ url = f"/workspaces/current/models/model-types/{model_type}"
+ return self._send_request("GET", url)
+
+ def get_model_providers(self):
+ """Get all model providers."""
+ return self._send_request("GET", "/workspaces/current/model-providers")
+
+ def get_model_provider_models(self, provider_name: str):
+ """Get models for a specific provider."""
+ url = f"/workspaces/current/model-providers/{provider_name}/models"
+ return self._send_request("GET", url)
+
+ def validate_model_provider_credentials(self, provider_name: str, credentials: Dict[str, Any]):
+ """Validate model provider credentials."""
+ url = f"/workspaces/current/model-providers/{provider_name}/credentials/validate"
+ return self._send_request("POST", url, json=credentials)
+
+ # File Management APIs
+ def get_file_info(self, file_id: str):
+ """Get information about a specific file."""
+ url = f"/files/{file_id}/info"
+ return self._send_request("GET", url)
+
+ def get_file_download_url(self, file_id: str):
+ """Get download URL for a file."""
+ url = f"/files/{file_id}/download-url"
+ return self._send_request("GET", url)
+
+ def delete_file(self, file_id: str):
+ """Delete a file."""
+ url = f"/files/{file_id}"
+ return self._send_request("DELETE", url)
+
class KnowledgeBaseClient(DifyClient):
def __init__(
@@ -416,7 +736,7 @@ class KnowledgeBaseClient(DifyClient):
def list_datasets(self, page: int = 1, page_size: int = 20, **kwargs):
return self._send_request("GET", "/datasets", params={"page": page, "limit": page_size}, **kwargs)
- def create_document_by_text(self, name, text, extra_params: dict | None = None, **kwargs):
+ def create_document_by_text(self, name, text, extra_params: Dict[str, Any] | None = None, **kwargs):
"""
Create a document by text.
@@ -458,7 +778,7 @@ class KnowledgeBaseClient(DifyClient):
document_id: str,
name: str,
text: str,
- extra_params: dict | None = None,
+ extra_params: Dict[str, Any] | None = None,
**kwargs,
):
"""
@@ -497,7 +817,7 @@ class KnowledgeBaseClient(DifyClient):
self,
file_path: str,
original_document_id: str | None = None,
- extra_params: dict | None = None,
+ extra_params: Dict[str, Any] | None = None,
):
"""
Create a document by file.
@@ -537,7 +857,12 @@ class KnowledgeBaseClient(DifyClient):
url = f"/datasets/{self._get_dataset_id()}/document/create_by_file"
return self._send_request_with_files("POST", url, {"data": json.dumps(data)}, files)
- def update_document_by_file(self, document_id: str, file_path: str, extra_params: dict | None = None):
+ def update_document_by_file(
+ self,
+ document_id: str,
+ file_path: str,
+ extra_params: Dict[str, Any] | None = None,
+ ):
"""
Update a document by file.
@@ -893,3 +1218,50 @@ class KnowledgeBaseClient(DifyClient):
url = f"/datasets/{ds_id}/documents/status/{action}"
data = {"document_ids": document_ids}
return self._send_request("PATCH", url, json=data)
+
+ # Enhanced Dataset APIs
+ def create_dataset_from_template(self, template_name: str, name: str, description: str | None = None):
+ """Create a dataset from a predefined template.
+
+ Args:
+ template_name: Name of the template to use
+ name: Name for the new dataset
+ description: Description for the dataset (optional)
+
+ Returns:
+ Created dataset information
+ """
+ data = {
+ "template_name": template_name,
+ "name": name,
+ "description": description,
+ }
+ return self._send_request("POST", "/datasets/from-template", json=data)
+
+ def duplicate_dataset(self, dataset_id: str, name: str):
+ """Duplicate an existing dataset.
+
+ Args:
+ dataset_id: ID of dataset to duplicate
+ name: Name for duplicated dataset
+
+ Returns:
+ New dataset information
+ """
+ data = {"name": name}
+ url = f"/datasets/{dataset_id}/duplicate"
+ return self._send_request("POST", url, json=data)
+
+ def list_conversation_variables_with_pagination(
+ self, conversation_id: str, user: str, page: int = 1, limit: int = 20
+ ):
+ """List conversation variables with pagination."""
+ params = {"page": page, "limit": limit, "user": user}
+ url = f"/conversations/{conversation_id}/variables"
+ return self._send_request("GET", url, params=params)
+
+ def update_conversation_variable_with_response(self, conversation_id: str, variable_id: str, user: str, value: Any):
+ """Update a conversation variable with full response handling."""
+ data = {"value": value, "user": user}
+ url = f"/conversations/{conversation_id}/variables/{variable_id}"
+ return self._send_request("PUT", url, json=data)
diff --git a/sdks/python-client/dify_client/exceptions.py b/sdks/python-client/dify_client/exceptions.py
new file mode 100644
index 0000000000..e7ba2ff4b2
--- /dev/null
+++ b/sdks/python-client/dify_client/exceptions.py
@@ -0,0 +1,71 @@
+"""Custom exceptions for the Dify client."""
+
+from typing import Optional, Dict, Any
+
+
+class DifyClientError(Exception):
+ """Base exception for all Dify client errors."""
+
+ def __init__(self, message: str, status_code: int | None = None, response: Dict[str, Any] | None = None):
+ super().__init__(message)
+ self.message = message
+ self.status_code = status_code
+ self.response = response
+
+
+class APIError(DifyClientError):
+ """Raised when the API returns an error response."""
+
+ def __init__(self, message: str, status_code: int, response: Dict[str, Any] | None = None):
+ super().__init__(message, status_code, response)
+ self.status_code = status_code
+
+
+class AuthenticationError(DifyClientError):
+ """Raised when authentication fails."""
+
+ pass
+
+
+class RateLimitError(DifyClientError):
+ """Raised when rate limit is exceeded."""
+
+ def __init__(self, message: str = "Rate limit exceeded", retry_after: int | None = None):
+ super().__init__(message)
+ self.retry_after = retry_after
+
+
+class ValidationError(DifyClientError):
+ """Raised when request validation fails."""
+
+ pass
+
+
+class NetworkError(DifyClientError):
+ """Raised when network-related errors occur."""
+
+ pass
+
+
+class TimeoutError(DifyClientError):
+ """Raised when request times out."""
+
+ pass
+
+
+class FileUploadError(DifyClientError):
+ """Raised when file upload fails."""
+
+ pass
+
+
+class DatasetError(DifyClientError):
+ """Raised when dataset operations fail."""
+
+ pass
+
+
+class WorkflowError(DifyClientError):
+ """Raised when workflow operations fail."""
+
+ pass
diff --git a/sdks/python-client/dify_client/models.py b/sdks/python-client/dify_client/models.py
new file mode 100644
index 0000000000..0321e9c3f4
--- /dev/null
+++ b/sdks/python-client/dify_client/models.py
@@ -0,0 +1,396 @@
+"""Response models for the Dify client with proper type hints."""
+
+from typing import Optional, List, Dict, Any, Literal, Union
+from dataclasses import dataclass, field
+from datetime import datetime
+
+
+@dataclass
+class BaseResponse:
+ """Base response model."""
+
+ success: bool = True
+ message: str | None = None
+
+
+@dataclass
+class ErrorResponse(BaseResponse):
+ """Error response model."""
+
+ error_code: str | None = None
+ details: Dict[str, Any] | None = None
+ success: bool = False
+
+
+@dataclass
+class FileInfo:
+ """File information model."""
+
+ id: str
+ name: str
+ size: int
+ mime_type: str
+ url: str | None = None
+ created_at: datetime | None = None
+
+
+@dataclass
+class MessageResponse(BaseResponse):
+ """Message response model."""
+
+ id: str = ""
+ answer: str = ""
+ conversation_id: str | None = None
+ created_at: int | None = None
+ metadata: Dict[str, Any] | None = None
+ files: List[Dict[str, Any]] | None = None
+
+
+@dataclass
+class ConversationResponse(BaseResponse):
+ """Conversation response model."""
+
+ id: str = ""
+ name: str = ""
+ inputs: Dict[str, Any] | None = None
+ status: str | None = None
+ created_at: int | None = None
+ updated_at: int | None = None
+
+
+@dataclass
+class DatasetResponse(BaseResponse):
+ """Dataset response model."""
+
+ id: str = ""
+ name: str = ""
+ description: str | None = None
+ permission: str | None = None
+ indexing_technique: str | None = None
+ embedding_model: str | None = None
+ embedding_model_provider: str | None = None
+ retrieval_model: Dict[str, Any] | None = None
+ document_count: int | None = None
+ word_count: int | None = None
+ app_count: int | None = None
+ created_at: int | None = None
+ updated_at: int | None = None
+
+
+@dataclass
+class DocumentResponse(BaseResponse):
+ """Document response model."""
+
+ id: str = ""
+ name: str = ""
+ data_source_type: str | None = None
+ data_source_info: Dict[str, Any] | None = None
+ dataset_process_rule_id: str | None = None
+ batch: str | None = None
+ position: int | None = None
+ enabled: bool | None = None
+ disabled_at: float | None = None
+ disabled_by: str | None = None
+ archived: bool | None = None
+ archived_reason: str | None = None
+ archived_at: float | None = None
+ archived_by: str | None = None
+ word_count: int | None = None
+ hit_count: int | None = None
+ doc_form: str | None = None
+ doc_metadata: Dict[str, Any] | None = None
+ created_at: float | None = None
+ updated_at: float | None = None
+ indexing_status: str | None = None
+ completed_at: float | None = None
+ paused_at: float | None = None
+ error: str | None = None
+ stopped_at: float | None = None
+
+
+@dataclass
+class DocumentSegmentResponse(BaseResponse):
+ """Document segment response model."""
+
+ id: str = ""
+ position: int | None = None
+ document_id: str | None = None
+ content: str | None = None
+ answer: str | None = None
+ word_count: int | None = None
+ tokens: int | None = None
+ keywords: List[str] | None = None
+ index_node_id: str | None = None
+ index_node_hash: str | None = None
+ hit_count: int | None = None
+ enabled: bool | None = None
+ disabled_at: float | None = None
+ disabled_by: str | None = None
+ status: str | None = None
+ created_by: str | None = None
+ created_at: float | None = None
+ indexing_at: float | None = None
+ completed_at: float | None = None
+ error: str | None = None
+ stopped_at: float | None = None
+
+
+@dataclass
+class WorkflowRunResponse(BaseResponse):
+ """Workflow run response model."""
+
+ id: str = ""
+ workflow_id: str | None = None
+ status: Literal["running", "succeeded", "failed", "stopped"] | None = None
+ inputs: Dict[str, Any] | None = None
+ outputs: Dict[str, Any] | None = None
+ error: str | None = None
+ elapsed_time: float | None = None
+ total_tokens: int | None = None
+ total_steps: int | None = None
+ created_at: float | None = None
+ finished_at: float | None = None
+
+
+@dataclass
+class ApplicationParametersResponse(BaseResponse):
+ """Application parameters response model."""
+
+ opening_statement: str | None = None
+ suggested_questions: List[str] | None = None
+ speech_to_text: Dict[str, Any] | None = None
+ text_to_speech: Dict[str, Any] | None = None
+ retriever_resource: Dict[str, Any] | None = None
+ sensitive_word_avoidance: Dict[str, Any] | None = None
+ file_upload: Dict[str, Any] | None = None
+ system_parameters: Dict[str, Any] | None = None
+ user_input_form: List[Dict[str, Any]] | None = None
+
+
+@dataclass
+class AnnotationResponse(BaseResponse):
+ """Annotation response model."""
+
+ id: str = ""
+ question: str = ""
+ answer: str = ""
+ content: str | None = None
+ created_at: float | None = None
+ updated_at: float | None = None
+ created_by: str | None = None
+ updated_by: str | None = None
+ hit_count: int | None = None
+
+
+@dataclass
+class PaginatedResponse(BaseResponse):
+ """Paginated response model."""
+
+ data: List[Any] = field(default_factory=list)
+ has_more: bool = False
+ limit: int = 0
+ total: int = 0
+ page: int | None = None
+
+
+@dataclass
+class ConversationVariableResponse(BaseResponse):
+ """Conversation variable response model."""
+
+ conversation_id: str = ""
+ variables: List[Dict[str, Any]] = field(default_factory=list)
+
+
+@dataclass
+class FileUploadResponse(BaseResponse):
+ """File upload response model."""
+
+ id: str = ""
+ name: str = ""
+ size: int = 0
+ mime_type: str = ""
+ url: str | None = None
+ created_at: float | None = None
+
+
+@dataclass
+class AudioResponse(BaseResponse):
+ """Audio generation/response model."""
+
+ audio: str | None = None # Base64 encoded audio data or URL
+ audio_url: str | None = None
+ duration: float | None = None
+ sample_rate: int | None = None
+
+
+@dataclass
+class SuggestedQuestionsResponse(BaseResponse):
+ """Suggested questions response model."""
+
+ message_id: str = ""
+ questions: List[str] = field(default_factory=list)
+
+
+@dataclass
+class AppInfoResponse(BaseResponse):
+ """App info response model."""
+
+ id: str = ""
+ name: str = ""
+ description: str | None = None
+ icon: str | None = None
+ icon_background: str | None = None
+ mode: str | None = None
+ tags: List[str] | None = None
+ enable_site: bool | None = None
+ enable_api: bool | None = None
+ api_token: str | None = None
+
+
+@dataclass
+class WorkspaceModelsResponse(BaseResponse):
+ """Workspace models response model."""
+
+ models: List[Dict[str, Any]] = field(default_factory=list)
+
+
+@dataclass
+class HitTestingResponse(BaseResponse):
+ """Hit testing response model."""
+
+ query: str = ""
+ records: List[Dict[str, Any]] = field(default_factory=list)
+
+
+@dataclass
+class DatasetTagsResponse(BaseResponse):
+ """Dataset tags response model."""
+
+ tags: List[Dict[str, Any]] = field(default_factory=list)
+
+
+@dataclass
+class WorkflowLogsResponse(BaseResponse):
+ """Workflow logs response model."""
+
+ logs: List[Dict[str, Any]] = field(default_factory=list)
+ total: int = 0
+ page: int = 0
+ limit: int = 0
+ has_more: bool = False
+
+
+@dataclass
+class ModelProviderResponse(BaseResponse):
+ """Model provider response model."""
+
+ provider_name: str = ""
+ provider_type: str = ""
+ models: List[Dict[str, Any]] = field(default_factory=list)
+ is_enabled: bool = False
+ credentials: Dict[str, Any] | None = None
+
+
+@dataclass
+class FileInfoResponse(BaseResponse):
+ """File info response model."""
+
+ id: str = ""
+ name: str = ""
+ size: int = 0
+ mime_type: str = ""
+ url: str | None = None
+ created_at: int | None = None
+ metadata: Dict[str, Any] | None = None
+
+
+@dataclass
+class WorkflowDraftResponse(BaseResponse):
+ """Workflow draft response model."""
+
+ id: str = ""
+ app_id: str = ""
+ draft_data: Dict[str, Any] = field(default_factory=dict)
+ version: int = 0
+ created_at: int | None = None
+ updated_at: int | None = None
+
+
+@dataclass
+class ApiTokenResponse(BaseResponse):
+ """API token response model."""
+
+ id: str = ""
+ name: str = ""
+ token: str = ""
+ description: str | None = None
+ created_at: int | None = None
+ last_used_at: int | None = None
+ is_active: bool = True
+
+
+@dataclass
+class JobStatusResponse(BaseResponse):
+ """Job status response model."""
+
+ job_id: str = ""
+ job_status: str = ""
+ error_msg: str | None = None
+ progress: float | None = None
+ created_at: int | None = None
+ updated_at: int | None = None
+
+
+@dataclass
+class DatasetQueryResponse(BaseResponse):
+ """Dataset query response model."""
+
+ query: str = ""
+ records: List[Dict[str, Any]] = field(default_factory=list)
+ total: int = 0
+ search_time: float | None = None
+ retrieval_model: Dict[str, Any] | None = None
+
+
+@dataclass
+class DatasetTemplateResponse(BaseResponse):
+ """Dataset template response model."""
+
+ template_name: str = ""
+ display_name: str = ""
+ description: str = ""
+ category: str = ""
+ icon: str | None = None
+ config_schema: Dict[str, Any] = field(default_factory=dict)
+
+
+# Type aliases for common response types
+ResponseType = Union[
+ BaseResponse,
+ ErrorResponse,
+ MessageResponse,
+ ConversationResponse,
+ DatasetResponse,
+ DocumentResponse,
+ DocumentSegmentResponse,
+ WorkflowRunResponse,
+ ApplicationParametersResponse,
+ AnnotationResponse,
+ PaginatedResponse,
+ ConversationVariableResponse,
+ FileUploadResponse,
+ AudioResponse,
+ SuggestedQuestionsResponse,
+ AppInfoResponse,
+ WorkspaceModelsResponse,
+ HitTestingResponse,
+ DatasetTagsResponse,
+ WorkflowLogsResponse,
+ ModelProviderResponse,
+ FileInfoResponse,
+ WorkflowDraftResponse,
+ ApiTokenResponse,
+ JobStatusResponse,
+ DatasetQueryResponse,
+ DatasetTemplateResponse,
+]
diff --git a/sdks/python-client/examples/advanced_usage.py b/sdks/python-client/examples/advanced_usage.py
new file mode 100644
index 0000000000..bc8720bef2
--- /dev/null
+++ b/sdks/python-client/examples/advanced_usage.py
@@ -0,0 +1,264 @@
+"""
+Advanced usage examples for the Dify Python SDK.
+
+This example demonstrates:
+- Error handling and retries
+- Logging configuration
+- Context managers
+- Async usage
+- File uploads
+- Dataset management
+"""
+
+import asyncio
+import logging
+from pathlib import Path
+
+from dify_client import (
+ ChatClient,
+ CompletionClient,
+ AsyncChatClient,
+ KnowledgeBaseClient,
+ DifyClient,
+)
+from dify_client.exceptions import (
+ APIError,
+ RateLimitError,
+ AuthenticationError,
+ DifyClientError,
+)
+
+
+def setup_logging():
+ """Setup logging for the SDK."""
+ logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s")
+
+
+def example_chat_with_error_handling():
+ """Example of chat with comprehensive error handling."""
+ api_key = "your-api-key-here"
+
+ try:
+ with ChatClient(api_key, enable_logging=True) as client:
+ # Simple chat message
+ response = client.create_chat_message(
+ inputs={}, query="Hello, how are you?", user="user-123", response_mode="blocking"
+ )
+
+ result = response.json()
+ print(f"Response: {result.get('answer')}")
+
+ except AuthenticationError as e:
+ print(f"Authentication failed: {e}")
+ print("Please check your API key")
+
+ except RateLimitError as e:
+ print(f"Rate limit exceeded: {e}")
+ if e.retry_after:
+ print(f"Retry after {e.retry_after} seconds")
+
+ except APIError as e:
+ print(f"API error: {e.message}")
+ print(f"Status code: {e.status_code}")
+
+ except DifyClientError as e:
+ print(f"Dify client error: {e}")
+
+ except Exception as e:
+ print(f"Unexpected error: {e}")
+
+
+def example_completion_with_files():
+ """Example of completion with file upload."""
+ api_key = "your-api-key-here"
+
+ with CompletionClient(api_key) as client:
+ # Upload an image file first
+ file_path = "path/to/your/image.jpg"
+
+ try:
+ with open(file_path, "rb") as f:
+ files = {"file": (Path(file_path).name, f, "image/jpeg")}
+ upload_response = client.file_upload("user-123", files)
+ upload_response.raise_for_status()
+
+ file_id = upload_response.json().get("id")
+ print(f"File uploaded with ID: {file_id}")
+
+ # Use the uploaded file in completion
+ files_list = [{"type": "image", "transfer_method": "local_file", "upload_file_id": file_id}]
+
+ completion_response = client.create_completion_message(
+ inputs={"query": "Describe this image"}, response_mode="blocking", user="user-123", files=files_list
+ )
+
+ result = completion_response.json()
+ print(f"Completion result: {result.get('answer')}")
+
+ except FileNotFoundError:
+ print(f"File not found: {file_path}")
+ except Exception as e:
+ print(f"Error during file upload/completion: {e}")
+
+
+def example_dataset_management():
+ """Example of dataset management operations."""
+ api_key = "your-api-key-here"
+
+ with KnowledgeBaseClient(api_key) as kb_client:
+ try:
+ # Create a new dataset
+ create_response = kb_client.create_dataset(name="My Test Dataset")
+ create_response.raise_for_status()
+
+ dataset_id = create_response.json().get("id")
+ print(f"Created dataset with ID: {dataset_id}")
+
+ # Create a client with the dataset ID
+ dataset_client = KnowledgeBaseClient(api_key, dataset_id=dataset_id)
+
+ # Add a document by text
+ doc_response = dataset_client.create_document_by_text(
+ name="Test Document", text="This is a test document for the knowledge base."
+ )
+ doc_response.raise_for_status()
+
+ document_id = doc_response.json().get("document", {}).get("id")
+ print(f"Created document with ID: {document_id}")
+
+ # List documents
+ list_response = dataset_client.list_documents()
+ list_response.raise_for_status()
+
+ documents = list_response.json().get("data", [])
+ print(f"Dataset contains {len(documents)} documents")
+
+ # Update dataset configuration
+ update_response = dataset_client.update_dataset(
+ name="Updated Dataset Name", description="Updated description", indexing_technique="high_quality"
+ )
+ update_response.raise_for_status()
+
+ print("Dataset updated successfully")
+
+ except Exception as e:
+ print(f"Dataset management error: {e}")
+
+
+async def example_async_chat():
+ """Example of async chat usage."""
+ api_key = "your-api-key-here"
+
+ try:
+ async with AsyncChatClient(api_key) as client:
+ # Create chat message
+ response = await client.create_chat_message(
+ inputs={}, query="What's the weather like?", user="user-456", response_mode="blocking"
+ )
+
+ result = response.json()
+ print(f"Async response: {result.get('answer')}")
+
+ # Get conversations
+ conversations = await client.get_conversations("user-456")
+ conversations.raise_for_status()
+
+ conv_data = conversations.json()
+ print(f"Found {len(conv_data.get('data', []))} conversations")
+
+ except Exception as e:
+ print(f"Async chat error: {e}")
+
+
+def example_streaming_response():
+ """Example of handling streaming responses."""
+ api_key = "your-api-key-here"
+
+ with ChatClient(api_key) as client:
+ try:
+ response = client.create_chat_message(
+ inputs={}, query="Tell me a story", user="user-789", response_mode="streaming"
+ )
+
+ print("Streaming response:")
+ for line in response.iter_lines(decode_unicode=True):
+ if line.startswith("data:"):
+ data = line[5:].strip()
+ if data:
+ import json
+
+ try:
+ chunk = json.loads(data)
+ answer = chunk.get("answer", "")
+ if answer:
+ print(answer, end="", flush=True)
+ except json.JSONDecodeError:
+ continue
+ print() # New line after streaming
+
+ except Exception as e:
+ print(f"Streaming error: {e}")
+
+
+def example_application_info():
+ """Example of getting application information."""
+ api_key = "your-api-key-here"
+
+ with DifyClient(api_key) as client:
+ try:
+ # Get app info
+ info_response = client.get_app_info()
+ info_response.raise_for_status()
+
+ app_info = info_response.json()
+ print(f"App name: {app_info.get('name')}")
+ print(f"App mode: {app_info.get('mode')}")
+ print(f"App tags: {app_info.get('tags', [])}")
+
+ # Get app parameters
+ params_response = client.get_application_parameters("user-123")
+ params_response.raise_for_status()
+
+ params = params_response.json()
+ print(f"Opening statement: {params.get('opening_statement')}")
+ print(f"Suggested questions: {params.get('suggested_questions', [])}")
+
+ except Exception as e:
+ print(f"App info error: {e}")
+
+
+def main():
+ """Run all examples."""
+ setup_logging()
+
+ print("=== Dify Python SDK Advanced Usage Examples ===\n")
+
+ print("1. Chat with Error Handling:")
+ example_chat_with_error_handling()
+ print()
+
+ print("2. Completion with Files:")
+ example_completion_with_files()
+ print()
+
+ print("3. Dataset Management:")
+ example_dataset_management()
+ print()
+
+ print("4. Async Chat:")
+ asyncio.run(example_async_chat())
+ print()
+
+ print("5. Streaming Response:")
+ example_streaming_response()
+ print()
+
+ print("6. Application Info:")
+ example_application_info()
+ print()
+
+ print("All examples completed!")
+
+
+if __name__ == "__main__":
+ main()
diff --git a/sdks/python-client/pyproject.toml b/sdks/python-client/pyproject.toml
index db02cbd6e3..a25cb9150c 100644
--- a/sdks/python-client/pyproject.toml
+++ b/sdks/python-client/pyproject.toml
@@ -5,7 +5,7 @@ description = "A package for interacting with the Dify Service-API"
readme = "README.md"
requires-python = ">=3.10"
dependencies = [
- "httpx>=0.27.0",
+ "httpx[http2]>=0.27.0",
"aiofiles>=23.0.0",
]
authors = [
diff --git a/sdks/python-client/tests/test_client.py b/sdks/python-client/tests/test_client.py
index fce1b11eba..b0d2f8ba23 100644
--- a/sdks/python-client/tests/test_client.py
+++ b/sdks/python-client/tests/test_client.py
@@ -1,6 +1,7 @@
import os
import time
import unittest
+from unittest.mock import Mock, patch, mock_open
from dify_client.client import (
ChatClient,
@@ -17,38 +18,46 @@ FILE_PATH_BASE = os.path.dirname(__file__)
class TestKnowledgeBaseClient(unittest.TestCase):
def setUp(self):
- self.knowledge_base_client = KnowledgeBaseClient(API_KEY, base_url=API_BASE_URL)
+ self.api_key = "test-api-key"
+ self.base_url = "https://api.dify.ai/v1"
+ self.knowledge_base_client = KnowledgeBaseClient(self.api_key, base_url=self.base_url)
self.README_FILE_PATH = os.path.abspath(os.path.join(FILE_PATH_BASE, "../README.md"))
- self.dataset_id = None
- self.document_id = None
- self.segment_id = None
- self.batch_id = None
+ self.dataset_id = "test-dataset-id"
+ self.document_id = "test-document-id"
+ self.segment_id = "test-segment-id"
+ self.batch_id = "test-batch-id"
def _get_dataset_kb_client(self):
- self.assertIsNotNone(self.dataset_id)
- return KnowledgeBaseClient(API_KEY, base_url=API_BASE_URL, dataset_id=self.dataset_id)
+ return KnowledgeBaseClient(self.api_key, base_url=self.base_url, dataset_id=self.dataset_id)
+
+ @patch("dify_client.client.httpx.Client")
+ def test_001_create_dataset(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.json.return_value = {"id": self.dataset_id, "name": "test_dataset"}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Re-create client with mocked httpx
+ self.knowledge_base_client = KnowledgeBaseClient(self.api_key, base_url=self.base_url)
- def test_001_create_dataset(self):
response = self.knowledge_base_client.create_dataset(name="test_dataset")
data = response.json()
self.assertIn("id", data)
- self.dataset_id = data["id"]
self.assertEqual("test_dataset", data["name"])
# the following tests require to be executed in order because they use
# the dataset/document/segment ids from the previous test
self._test_002_list_datasets()
self._test_003_create_document_by_text()
- time.sleep(1)
self._test_004_update_document_by_text()
- # self._test_005_batch_indexing_status()
- time.sleep(1)
self._test_006_update_document_by_file()
- time.sleep(1)
self._test_007_list_documents()
self._test_008_delete_document()
self._test_009_create_document_by_file()
- time.sleep(1)
self._test_010_add_segments()
self._test_011_query_segments()
self._test_012_update_document_segment()
@@ -56,6 +65,12 @@ class TestKnowledgeBaseClient(unittest.TestCase):
self._test_014_delete_dataset()
def _test_002_list_datasets(self):
+ # Mock the response - using the already mocked client from test_001_create_dataset
+ mock_response = Mock()
+ mock_response.json.return_value = {"data": [], "total": 0}
+ mock_response.status_code = 200
+ self.knowledge_base_client._client.request.return_value = mock_response
+
response = self.knowledge_base_client.list_datasets()
data = response.json()
self.assertIn("data", data)
@@ -63,45 +78,62 @@ class TestKnowledgeBaseClient(unittest.TestCase):
def _test_003_create_document_by_text(self):
client = self._get_dataset_kb_client()
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"document": {"id": self.document_id}, "batch": self.batch_id}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.create_document_by_text("test_document", "test_text")
data = response.json()
self.assertIn("document", data)
- self.document_id = data["document"]["id"]
- self.batch_id = data["batch"]
def _test_004_update_document_by_text(self):
client = self._get_dataset_kb_client()
- self.assertIsNotNone(self.document_id)
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"document": {"id": self.document_id}, "batch": self.batch_id}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.update_document_by_text(self.document_id, "test_document_updated", "test_text_updated")
data = response.json()
self.assertIn("document", data)
self.assertIn("batch", data)
- self.batch_id = data["batch"]
-
- def _test_005_batch_indexing_status(self):
- client = self._get_dataset_kb_client()
- response = client.batch_indexing_status(self.batch_id)
- response.json()
- self.assertEqual(response.status_code, 200)
def _test_006_update_document_by_file(self):
client = self._get_dataset_kb_client()
- self.assertIsNotNone(self.document_id)
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"document": {"id": self.document_id}, "batch": self.batch_id}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.update_document_by_file(self.document_id, self.README_FILE_PATH)
data = response.json()
self.assertIn("document", data)
self.assertIn("batch", data)
- self.batch_id = data["batch"]
def _test_007_list_documents(self):
client = self._get_dataset_kb_client()
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"data": []}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.list_documents()
data = response.json()
self.assertIn("data", data)
def _test_008_delete_document(self):
client = self._get_dataset_kb_client()
- self.assertIsNotNone(self.document_id)
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"result": "success"}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.delete_document(self.document_id)
data = response.json()
self.assertIn("result", data)
@@ -109,23 +141,37 @@ class TestKnowledgeBaseClient(unittest.TestCase):
def _test_009_create_document_by_file(self):
client = self._get_dataset_kb_client()
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"document": {"id": self.document_id}, "batch": self.batch_id}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.create_document_by_file(self.README_FILE_PATH)
data = response.json()
self.assertIn("document", data)
- self.document_id = data["document"]["id"]
- self.batch_id = data["batch"]
def _test_010_add_segments(self):
client = self._get_dataset_kb_client()
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"data": [{"id": self.segment_id, "content": "test text segment 1"}]}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.add_segments(self.document_id, [{"content": "test text segment 1"}])
data = response.json()
self.assertIn("data", data)
self.assertGreater(len(data["data"]), 0)
- segment = data["data"][0]
- self.segment_id = segment["id"]
def _test_011_query_segments(self):
client = self._get_dataset_kb_client()
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"data": [{"id": self.segment_id, "content": "test text segment 1"}]}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.query_segments(self.document_id)
data = response.json()
self.assertIn("data", data)
@@ -133,7 +179,12 @@ class TestKnowledgeBaseClient(unittest.TestCase):
def _test_012_update_document_segment(self):
client = self._get_dataset_kb_client()
- self.assertIsNotNone(self.segment_id)
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"data": {"id": self.segment_id, "content": "test text segment 1 updated"}}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.update_document_segment(
self.document_id,
self.segment_id,
@@ -141,13 +192,16 @@ class TestKnowledgeBaseClient(unittest.TestCase):
)
data = response.json()
self.assertIn("data", data)
- self.assertGreater(len(data["data"]), 0)
- segment = data["data"]
- self.assertEqual("test text segment 1 updated", segment["content"])
+ self.assertEqual("test text segment 1 updated", data["data"]["content"])
def _test_013_delete_document_segment(self):
client = self._get_dataset_kb_client()
- self.assertIsNotNone(self.segment_id)
+ # Mock the response
+ mock_response = Mock()
+ mock_response.json.return_value = {"result": "success"}
+ mock_response.status_code = 200
+ client._client.request.return_value = mock_response
+
response = client.delete_document_segment(self.document_id, self.segment_id)
data = response.json()
self.assertIn("result", data)
@@ -155,94 +209,279 @@ class TestKnowledgeBaseClient(unittest.TestCase):
def _test_014_delete_dataset(self):
client = self._get_dataset_kb_client()
+ # Mock the response
+ mock_response = Mock()
+ mock_response.status_code = 204
+ client._client.request.return_value = mock_response
+
response = client.delete_dataset()
self.assertEqual(204, response.status_code)
class TestChatClient(unittest.TestCase):
- def setUp(self):
- self.chat_client = ChatClient(API_KEY)
+ @patch("dify_client.client.httpx.Client")
+ def setUp(self, mock_httpx_client):
+ self.api_key = "test-api-key"
+ self.chat_client = ChatClient(self.api_key)
- def test_create_chat_message(self):
- response = self.chat_client.create_chat_message({}, "Hello, World!", "test_user")
+ # Set up default mock response for the client
+ mock_response = Mock()
+ mock_response.text = '{"answer": "Hello! This is a test response."}'
+ mock_response.json.return_value = {"answer": "Hello! This is a test response."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ @patch("dify_client.client.httpx.Client")
+ def test_create_chat_message(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"answer": "Hello! This is a test response."}'
+ mock_response.json.return_value = {"answer": "Hello! This is a test response."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ chat_client = ChatClient(self.api_key)
+ response = chat_client.create_chat_message({}, "Hello, World!", "test_user")
self.assertIn("answer", response.text)
- def test_create_chat_message_with_vision_model_by_remote_url(self):
- files = [{"type": "image", "transfer_method": "remote_url", "url": "your_image_url"}]
- response = self.chat_client.create_chat_message({}, "Describe the picture.", "test_user", files=files)
+ @patch("dify_client.client.httpx.Client")
+ def test_create_chat_message_with_vision_model_by_remote_url(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"answer": "I can see this is a test image description."}'
+ mock_response.json.return_value = {"answer": "I can see this is a test image description."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ chat_client = ChatClient(self.api_key)
+ files = [{"type": "image", "transfer_method": "remote_url", "url": "https://example.com/test-image.jpg"}]
+ response = chat_client.create_chat_message({}, "Describe the picture.", "test_user", files=files)
self.assertIn("answer", response.text)
- def test_create_chat_message_with_vision_model_by_local_file(self):
+ @patch("dify_client.client.httpx.Client")
+ def test_create_chat_message_with_vision_model_by_local_file(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"answer": "I can see this is a test uploaded image."}'
+ mock_response.json.return_value = {"answer": "I can see this is a test uploaded image."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ chat_client = ChatClient(self.api_key)
files = [
{
"type": "image",
"transfer_method": "local_file",
- "upload_file_id": "your_file_id",
+ "upload_file_id": "test-file-id",
}
]
- response = self.chat_client.create_chat_message({}, "Describe the picture.", "test_user", files=files)
+ response = chat_client.create_chat_message({}, "Describe the picture.", "test_user", files=files)
self.assertIn("answer", response.text)
- def test_get_conversation_messages(self):
- response = self.chat_client.get_conversation_messages("test_user", "your_conversation_id")
+ @patch("dify_client.client.httpx.Client")
+ def test_get_conversation_messages(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"answer": "Here are the conversation messages."}'
+ mock_response.json.return_value = {"answer": "Here are the conversation messages."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ chat_client = ChatClient(self.api_key)
+ response = chat_client.get_conversation_messages("test_user", "test-conversation-id")
self.assertIn("answer", response.text)
- def test_get_conversations(self):
- response = self.chat_client.get_conversations("test_user")
+ @patch("dify_client.client.httpx.Client")
+ def test_get_conversations(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"data": [{"id": "conv1", "name": "Test Conversation"}]}'
+ mock_response.json.return_value = {"data": [{"id": "conv1", "name": "Test Conversation"}]}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ chat_client = ChatClient(self.api_key)
+ response = chat_client.get_conversations("test_user")
self.assertIn("data", response.text)
class TestCompletionClient(unittest.TestCase):
- def setUp(self):
- self.completion_client = CompletionClient(API_KEY)
+ @patch("dify_client.client.httpx.Client")
+ def setUp(self, mock_httpx_client):
+ self.api_key = "test-api-key"
+ self.completion_client = CompletionClient(self.api_key)
- def test_create_completion_message(self):
- response = self.completion_client.create_completion_message(
+ # Set up default mock response for the client
+ mock_response = Mock()
+ mock_response.text = '{"answer": "This is a test completion response."}'
+ mock_response.json.return_value = {"answer": "This is a test completion response."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ @patch("dify_client.client.httpx.Client")
+ def test_create_completion_message(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"answer": "The weather today is sunny with a temperature of 75°F."}'
+ mock_response.json.return_value = {"answer": "The weather today is sunny with a temperature of 75°F."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ completion_client = CompletionClient(self.api_key)
+ response = completion_client.create_completion_message(
{"query": "What's the weather like today?"}, "blocking", "test_user"
)
self.assertIn("answer", response.text)
- def test_create_completion_message_with_vision_model_by_remote_url(self):
- files = [{"type": "image", "transfer_method": "remote_url", "url": "your_image_url"}]
- response = self.completion_client.create_completion_message(
+ @patch("dify_client.client.httpx.Client")
+ def test_create_completion_message_with_vision_model_by_remote_url(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"answer": "This is a test image description from completion API."}'
+ mock_response.json.return_value = {"answer": "This is a test image description from completion API."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ completion_client = CompletionClient(self.api_key)
+ files = [{"type": "image", "transfer_method": "remote_url", "url": "https://example.com/test-image.jpg"}]
+ response = completion_client.create_completion_message(
{"query": "Describe the picture."}, "blocking", "test_user", files
)
self.assertIn("answer", response.text)
- def test_create_completion_message_with_vision_model_by_local_file(self):
+ @patch("dify_client.client.httpx.Client")
+ def test_create_completion_message_with_vision_model_by_local_file(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"answer": "This is a test uploaded image description from completion API."}'
+ mock_response.json.return_value = {"answer": "This is a test uploaded image description from completion API."}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ completion_client = CompletionClient(self.api_key)
files = [
{
"type": "image",
"transfer_method": "local_file",
- "upload_file_id": "your_file_id",
+ "upload_file_id": "test-file-id",
}
]
- response = self.completion_client.create_completion_message(
+ response = completion_client.create_completion_message(
{"query": "Describe the picture."}, "blocking", "test_user", files
)
self.assertIn("answer", response.text)
class TestDifyClient(unittest.TestCase):
- def setUp(self):
- self.dify_client = DifyClient(API_KEY)
+ @patch("dify_client.client.httpx.Client")
+ def setUp(self, mock_httpx_client):
+ self.api_key = "test-api-key"
+ self.dify_client = DifyClient(self.api_key)
- def test_message_feedback(self):
- response = self.dify_client.message_feedback("your_message_id", "like", "test_user")
+ # Set up default mock response for the client
+ mock_response = Mock()
+ mock_response.text = '{"result": "success"}'
+ mock_response.json.return_value = {"result": "success"}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ @patch("dify_client.client.httpx.Client")
+ def test_message_feedback(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"success": true}'
+ mock_response.json.return_value = {"success": True}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ dify_client = DifyClient(self.api_key)
+ response = dify_client.message_feedback("test-message-id", "like", "test_user")
self.assertIn("success", response.text)
- def test_get_application_parameters(self):
- response = self.dify_client.get_application_parameters("test_user")
+ @patch("dify_client.client.httpx.Client")
+ def test_get_application_parameters(self, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"user_input_form": [{"field": "text", "label": "Input"}]}'
+ mock_response.json.return_value = {"user_input_form": [{"field": "text", "label": "Input"}]}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ dify_client = DifyClient(self.api_key)
+ response = dify_client.get_application_parameters("test_user")
self.assertIn("user_input_form", response.text)
- def test_file_upload(self):
- file_path = "your_image_file_path"
+ @patch("dify_client.client.httpx.Client")
+ @patch("builtins.open", new_callable=mock_open, read_data=b"fake image data")
+ def test_file_upload(self, mock_file_open, mock_httpx_client):
+ # Mock the HTTP response
+ mock_response = Mock()
+ mock_response.text = '{"name": "panda.jpeg", "id": "test-file-id"}'
+ mock_response.json.return_value = {"name": "panda.jpeg", "id": "test-file-id"}
+ mock_response.status_code = 200
+
+ mock_client_instance = Mock()
+ mock_client_instance.request.return_value = mock_response
+ mock_httpx_client.return_value = mock_client_instance
+
+ # Create client with mocked httpx
+ dify_client = DifyClient(self.api_key)
+ file_path = "/path/to/test/panda.jpeg"
file_name = "panda.jpeg"
mime_type = "image/jpeg"
with open(file_path, "rb") as file:
files = {"file": (file_name, file, mime_type)}
- response = self.dify_client.file_upload("test_user", files)
+ response = dify_client.file_upload("test_user", files)
self.assertIn("name", response.text)
diff --git a/sdks/python-client/tests/test_exceptions.py b/sdks/python-client/tests/test_exceptions.py
new file mode 100644
index 0000000000..eb44895749
--- /dev/null
+++ b/sdks/python-client/tests/test_exceptions.py
@@ -0,0 +1,79 @@
+"""Tests for custom exceptions."""
+
+import unittest
+from dify_client.exceptions import (
+ DifyClientError,
+ APIError,
+ AuthenticationError,
+ RateLimitError,
+ ValidationError,
+ NetworkError,
+ TimeoutError,
+ FileUploadError,
+ DatasetError,
+ WorkflowError,
+)
+
+
+class TestExceptions(unittest.TestCase):
+ """Test custom exception classes."""
+
+ def test_base_exception(self):
+ """Test base DifyClientError."""
+ error = DifyClientError("Test message", 500, {"error": "details"})
+ self.assertEqual(str(error), "Test message")
+ self.assertEqual(error.status_code, 500)
+ self.assertEqual(error.response, {"error": "details"})
+
+ def test_api_error(self):
+ """Test APIError."""
+ error = APIError("API failed", 400)
+ self.assertEqual(error.status_code, 400)
+ self.assertEqual(error.message, "API failed")
+
+ def test_authentication_error(self):
+ """Test AuthenticationError."""
+ error = AuthenticationError("Invalid API key")
+ self.assertEqual(str(error), "Invalid API key")
+
+ def test_rate_limit_error(self):
+ """Test RateLimitError."""
+ error = RateLimitError("Rate limited", retry_after=60)
+ self.assertEqual(error.retry_after, 60)
+
+ error_default = RateLimitError()
+ self.assertEqual(error_default.retry_after, None)
+
+ def test_validation_error(self):
+ """Test ValidationError."""
+ error = ValidationError("Invalid parameter")
+ self.assertEqual(str(error), "Invalid parameter")
+
+ def test_network_error(self):
+ """Test NetworkError."""
+ error = NetworkError("Connection failed")
+ self.assertEqual(str(error), "Connection failed")
+
+ def test_timeout_error(self):
+ """Test TimeoutError."""
+ error = TimeoutError("Request timed out")
+ self.assertEqual(str(error), "Request timed out")
+
+ def test_file_upload_error(self):
+ """Test FileUploadError."""
+ error = FileUploadError("Upload failed")
+ self.assertEqual(str(error), "Upload failed")
+
+ def test_dataset_error(self):
+ """Test DatasetError."""
+ error = DatasetError("Dataset operation failed")
+ self.assertEqual(str(error), "Dataset operation failed")
+
+ def test_workflow_error(self):
+ """Test WorkflowError."""
+ error = WorkflowError("Workflow failed")
+ self.assertEqual(str(error), "Workflow failed")
+
+
+if __name__ == "__main__":
+ unittest.main()
diff --git a/sdks/python-client/tests/test_httpx_migration.py b/sdks/python-client/tests/test_httpx_migration.py
index b8e434d7ec..cf26de6eba 100644
--- a/sdks/python-client/tests/test_httpx_migration.py
+++ b/sdks/python-client/tests/test_httpx_migration.py
@@ -152,6 +152,7 @@ class TestHttpxMigrationMocked(unittest.TestCase):
"""Test that json parameter is passed correctly."""
mock_response = Mock()
mock_response.json.return_value = {"result": "success"}
+ mock_response.status_code = 200 # Add status_code attribute
mock_client_instance = Mock()
mock_client_instance.request.return_value = mock_response
@@ -173,6 +174,7 @@ class TestHttpxMigrationMocked(unittest.TestCase):
"""Test that params parameter is passed correctly."""
mock_response = Mock()
mock_response.json.return_value = {"result": "success"}
+ mock_response.status_code = 200 # Add status_code attribute
mock_client_instance = Mock()
mock_client_instance.request.return_value = mock_response
diff --git a/sdks/python-client/tests/test_integration.py b/sdks/python-client/tests/test_integration.py
new file mode 100644
index 0000000000..6f38c5de56
--- /dev/null
+++ b/sdks/python-client/tests/test_integration.py
@@ -0,0 +1,539 @@
+"""Integration tests with proper mocking."""
+
+import unittest
+from unittest.mock import Mock, patch, MagicMock
+import json
+import httpx
+from dify_client import (
+ DifyClient,
+ ChatClient,
+ CompletionClient,
+ WorkflowClient,
+ KnowledgeBaseClient,
+ WorkspaceClient,
+)
+from dify_client.exceptions import (
+ APIError,
+ AuthenticationError,
+ RateLimitError,
+ ValidationError,
+)
+
+
+class TestDifyClientIntegration(unittest.TestCase):
+ """Integration tests for DifyClient with mocked HTTP responses."""
+
+ def setUp(self):
+ self.api_key = "test_api_key"
+ self.base_url = "https://api.dify.ai/v1"
+ self.client = DifyClient(api_key=self.api_key, base_url=self.base_url, enable_logging=False)
+
+ @patch("httpx.Client.request")
+ def test_get_app_info_integration(self, mock_request):
+ """Test get_app_info integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "id": "app_123",
+ "name": "Test App",
+ "description": "A test application",
+ "mode": "chat",
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.get_app_info()
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(data["id"], "app_123")
+ self.assertEqual(data["name"], "Test App")
+ mock_request.assert_called_once_with(
+ "GET",
+ "/info",
+ json=None,
+ params=None,
+ headers={
+ "Authorization": f"Bearer {self.api_key}",
+ "Content-Type": "application/json",
+ },
+ )
+
+ @patch("httpx.Client.request")
+ def test_get_application_parameters_integration(self, mock_request):
+ """Test get_application_parameters integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "opening_statement": "Hello! How can I help you?",
+ "suggested_questions": ["What is AI?", "How does this work?"],
+ "speech_to_text": {"enabled": True},
+ "text_to_speech": {"enabled": False},
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.get_application_parameters("user_123")
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(data["opening_statement"], "Hello! How can I help you?")
+ self.assertEqual(len(data["suggested_questions"]), 2)
+ mock_request.assert_called_once_with(
+ "GET",
+ "/parameters",
+ json=None,
+ params={"user": "user_123"},
+ headers={
+ "Authorization": f"Bearer {self.api_key}",
+ "Content-Type": "application/json",
+ },
+ )
+
+ @patch("httpx.Client.request")
+ def test_file_upload_integration(self, mock_request):
+ """Test file_upload integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "id": "file_123",
+ "name": "test.txt",
+ "size": 1024,
+ "mime_type": "text/plain",
+ }
+ mock_request.return_value = mock_response
+
+ files = {"file": ("test.txt", "test content", "text/plain")}
+ response = self.client.file_upload("user_123", files)
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(data["id"], "file_123")
+ self.assertEqual(data["name"], "test.txt")
+
+ @patch("httpx.Client.request")
+ def test_message_feedback_integration(self, mock_request):
+ """Test message_feedback integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {"success": True}
+ mock_request.return_value = mock_response
+
+ response = self.client.message_feedback("msg_123", "like", "user_123")
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertTrue(data["success"])
+ mock_request.assert_called_once_with(
+ "POST",
+ "/messages/msg_123/feedbacks",
+ json={"rating": "like", "user": "user_123"},
+ params=None,
+ headers={
+ "Authorization": "Bearer test_api_key",
+ "Content-Type": "application/json",
+ },
+ )
+
+
+class TestChatClientIntegration(unittest.TestCase):
+ """Integration tests for ChatClient."""
+
+ def setUp(self):
+ self.client = ChatClient("test_api_key", enable_logging=False)
+
+ @patch("httpx.Client.request")
+ def test_create_chat_message_blocking(self, mock_request):
+ """Test create_chat_message with blocking response."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "id": "msg_123",
+ "answer": "Hello! How can I help you today?",
+ "conversation_id": "conv_123",
+ "created_at": 1234567890,
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.create_chat_message(
+ inputs={"query": "Hello"},
+ query="Hello, AI!",
+ user="user_123",
+ response_mode="blocking",
+ )
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(data["answer"], "Hello! How can I help you today?")
+ self.assertEqual(data["conversation_id"], "conv_123")
+
+ @patch("httpx.Client.request")
+ def test_create_chat_message_streaming(self, mock_request):
+ """Test create_chat_message with streaming response."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.iter_lines.return_value = [
+ b'data: {"answer": "Hello"}',
+ b'data: {"answer": " world"}',
+ b'data: {"answer": "!"}',
+ ]
+ mock_request.return_value = mock_response
+
+ response = self.client.create_chat_message(inputs={}, query="Hello", user="user_123", response_mode="streaming")
+
+ self.assertEqual(response.status_code, 200)
+ lines = list(response.iter_lines())
+ self.assertEqual(len(lines), 3)
+
+ @patch("httpx.Client.request")
+ def test_get_conversations_integration(self, mock_request):
+ """Test get_conversations integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "data": [
+ {"id": "conv_1", "name": "Conversation 1"},
+ {"id": "conv_2", "name": "Conversation 2"},
+ ],
+ "has_more": False,
+ "limit": 20,
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.get_conversations("user_123", limit=20)
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(len(data["data"]), 2)
+ self.assertEqual(data["data"][0]["name"], "Conversation 1")
+
+ @patch("httpx.Client.request")
+ def test_get_conversation_messages_integration(self, mock_request):
+ """Test get_conversation_messages integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "data": [
+ {"id": "msg_1", "role": "user", "content": "Hello"},
+ {"id": "msg_2", "role": "assistant", "content": "Hi there!"},
+ ]
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.get_conversation_messages("user_123", conversation_id="conv_123")
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(len(data["data"]), 2)
+ self.assertEqual(data["data"][0]["role"], "user")
+
+
+class TestCompletionClientIntegration(unittest.TestCase):
+ """Integration tests for CompletionClient."""
+
+ def setUp(self):
+ self.client = CompletionClient("test_api_key", enable_logging=False)
+
+ @patch("httpx.Client.request")
+ def test_create_completion_message_blocking(self, mock_request):
+ """Test create_completion_message with blocking response."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "id": "comp_123",
+ "answer": "This is a completion response.",
+ "created_at": 1234567890,
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.create_completion_message(
+ inputs={"prompt": "Complete this sentence"},
+ response_mode="blocking",
+ user="user_123",
+ )
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(data["answer"], "This is a completion response.")
+
+ @patch("httpx.Client.request")
+ def test_create_completion_message_with_files(self, mock_request):
+ """Test create_completion_message with files."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "id": "comp_124",
+ "answer": "I can see the image shows...",
+ "files": [{"id": "file_1", "type": "image"}],
+ }
+ mock_request.return_value = mock_response
+
+ files = {
+ "file": {
+ "type": "image",
+ "transfer_method": "remote_url",
+ "url": "https://example.com/image.jpg",
+ }
+ }
+ response = self.client.create_completion_message(
+ inputs={"prompt": "Describe this image"},
+ response_mode="blocking",
+ user="user_123",
+ files=files,
+ )
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertIn("image", data["answer"])
+ self.assertEqual(len(data["files"]), 1)
+
+
+class TestWorkflowClientIntegration(unittest.TestCase):
+ """Integration tests for WorkflowClient."""
+
+ def setUp(self):
+ self.client = WorkflowClient("test_api_key", enable_logging=False)
+
+ @patch("httpx.Client.request")
+ def test_run_workflow_blocking(self, mock_request):
+ """Test run workflow with blocking response."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "id": "run_123",
+ "workflow_id": "workflow_123",
+ "status": "succeeded",
+ "inputs": {"query": "Test input"},
+ "outputs": {"result": "Test output"},
+ "elapsed_time": 2.5,
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.run(inputs={"query": "Test input"}, response_mode="blocking", user="user_123")
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(data["status"], "succeeded")
+ self.assertEqual(data["outputs"]["result"], "Test output")
+
+ @patch("httpx.Client.request")
+ def test_get_workflow_logs(self, mock_request):
+ """Test get_workflow_logs integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "logs": [
+ {"id": "log_1", "status": "succeeded", "created_at": 1234567890},
+ {"id": "log_2", "status": "failed", "created_at": 1234567891},
+ ],
+ "total": 2,
+ "page": 1,
+ "limit": 20,
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.get_workflow_logs(page=1, limit=20)
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(len(data["logs"]), 2)
+ self.assertEqual(data["logs"][0]["status"], "succeeded")
+
+
+class TestKnowledgeBaseClientIntegration(unittest.TestCase):
+ """Integration tests for KnowledgeBaseClient."""
+
+ def setUp(self):
+ self.client = KnowledgeBaseClient("test_api_key")
+
+ @patch("httpx.Client.request")
+ def test_create_dataset(self, mock_request):
+ """Test create_dataset integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "id": "dataset_123",
+ "name": "Test Dataset",
+ "description": "A test dataset",
+ "created_at": 1234567890,
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.create_dataset(name="Test Dataset")
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(data["name"], "Test Dataset")
+ self.assertEqual(data["id"], "dataset_123")
+
+ @patch("httpx.Client.request")
+ def test_list_datasets(self, mock_request):
+ """Test list_datasets integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "data": [
+ {"id": "dataset_1", "name": "Dataset 1"},
+ {"id": "dataset_2", "name": "Dataset 2"},
+ ],
+ "has_more": False,
+ "limit": 20,
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.list_datasets(page=1, page_size=20)
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(len(data["data"]), 2)
+
+ @patch("httpx.Client.request")
+ def test_create_document_by_text(self, mock_request):
+ """Test create_document_by_text integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "document": {
+ "id": "doc_123",
+ "name": "Test Document",
+ "word_count": 100,
+ "status": "indexing",
+ }
+ }
+ mock_request.return_value = mock_response
+
+ # Mock dataset_id
+ self.client.dataset_id = "dataset_123"
+
+ response = self.client.create_document_by_text(name="Test Document", text="This is test document content.")
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(data["document"]["name"], "Test Document")
+ self.assertEqual(data["document"]["word_count"], 100)
+
+
+class TestWorkspaceClientIntegration(unittest.TestCase):
+ """Integration tests for WorkspaceClient."""
+
+ def setUp(self):
+ self.client = WorkspaceClient("test_api_key", enable_logging=False)
+
+ @patch("httpx.Client.request")
+ def test_get_available_models(self, mock_request):
+ """Test get_available_models integration."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {
+ "models": [
+ {"id": "gpt-4", "name": "GPT-4", "provider": "openai"},
+ {"id": "claude-3", "name": "Claude 3", "provider": "anthropic"},
+ ]
+ }
+ mock_request.return_value = mock_response
+
+ response = self.client.get_available_models("llm")
+ data = response.json()
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(len(data["models"]), 2)
+ self.assertEqual(data["models"][0]["id"], "gpt-4")
+
+
+class TestErrorScenariosIntegration(unittest.TestCase):
+ """Integration tests for error scenarios."""
+
+ def setUp(self):
+ self.client = DifyClient("test_api_key", enable_logging=False)
+
+ @patch("httpx.Client.request")
+ def test_authentication_error_integration(self, mock_request):
+ """Test authentication error in integration."""
+ mock_response = Mock()
+ mock_response.status_code = 401
+ mock_response.json.return_value = {"message": "Invalid API key"}
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(AuthenticationError) as context:
+ self.client.get_app_info()
+
+ self.assertEqual(str(context.exception), "Invalid API key")
+ self.assertEqual(context.exception.status_code, 401)
+
+ @patch("httpx.Client.request")
+ def test_rate_limit_error_integration(self, mock_request):
+ """Test rate limit error in integration."""
+ mock_response = Mock()
+ mock_response.status_code = 429
+ mock_response.json.return_value = {"message": "Rate limit exceeded"}
+ mock_response.headers = {"Retry-After": "60"}
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(RateLimitError) as context:
+ self.client.get_app_info()
+
+ self.assertEqual(str(context.exception), "Rate limit exceeded")
+ self.assertEqual(context.exception.retry_after, "60")
+
+ @patch("httpx.Client.request")
+ def test_server_error_with_retry_integration(self, mock_request):
+ """Test server error with retry in integration."""
+ # API errors don't retry by design - only network/timeout errors retry
+ mock_response_500 = Mock()
+ mock_response_500.status_code = 500
+ mock_response_500.json.return_value = {"message": "Internal server error"}
+
+ mock_request.return_value = mock_response_500
+
+ with patch("time.sleep"): # Skip actual sleep
+ with self.assertRaises(APIError) as context:
+ self.client.get_app_info()
+
+ self.assertEqual(str(context.exception), "Internal server error")
+ self.assertEqual(mock_request.call_count, 1)
+
+ @patch("httpx.Client.request")
+ def test_validation_error_integration(self, mock_request):
+ """Test validation error in integration."""
+ mock_response = Mock()
+ mock_response.status_code = 422
+ mock_response.json.return_value = {
+ "message": "Validation failed",
+ "details": {"field": "query", "error": "required"},
+ }
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(ValidationError) as context:
+ self.client.get_app_info()
+
+ self.assertEqual(str(context.exception), "Validation failed")
+ self.assertEqual(context.exception.status_code, 422)
+
+
+class TestContextManagerIntegration(unittest.TestCase):
+ """Integration tests for context manager usage."""
+
+ @patch("httpx.Client.close")
+ @patch("httpx.Client.request")
+ def test_context_manager_usage(self, mock_request, mock_close):
+ """Test context manager properly closes connections."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.json.return_value = {"id": "app_123", "name": "Test App"}
+ mock_request.return_value = mock_response
+
+ with DifyClient("test_api_key") as client:
+ response = client.get_app_info()
+ self.assertEqual(response.status_code, 200)
+
+ # Verify close was called
+ mock_close.assert_called_once()
+
+ @patch("httpx.Client.close")
+ def test_manual_close(self, mock_close):
+ """Test manual close method."""
+ client = DifyClient("test_api_key")
+ client.close()
+ mock_close.assert_called_once()
+
+
+if __name__ == "__main__":
+ unittest.main()
diff --git a/sdks/python-client/tests/test_models.py b/sdks/python-client/tests/test_models.py
new file mode 100644
index 0000000000..db9d92ad5b
--- /dev/null
+++ b/sdks/python-client/tests/test_models.py
@@ -0,0 +1,640 @@
+"""Unit tests for response models."""
+
+import unittest
+import json
+from datetime import datetime
+from dify_client.models import (
+ BaseResponse,
+ ErrorResponse,
+ FileInfo,
+ MessageResponse,
+ ConversationResponse,
+ DatasetResponse,
+ DocumentResponse,
+ DocumentSegmentResponse,
+ WorkflowRunResponse,
+ ApplicationParametersResponse,
+ AnnotationResponse,
+ PaginatedResponse,
+ ConversationVariableResponse,
+ FileUploadResponse,
+ AudioResponse,
+ SuggestedQuestionsResponse,
+ AppInfoResponse,
+ WorkspaceModelsResponse,
+ HitTestingResponse,
+ DatasetTagsResponse,
+ WorkflowLogsResponse,
+ ModelProviderResponse,
+ FileInfoResponse,
+ WorkflowDraftResponse,
+ ApiTokenResponse,
+ JobStatusResponse,
+ DatasetQueryResponse,
+ DatasetTemplateResponse,
+)
+
+
+class TestResponseModels(unittest.TestCase):
+ """Test cases for response model classes."""
+
+ def test_base_response(self):
+ """Test BaseResponse model."""
+ response = BaseResponse(success=True, message="Operation successful")
+ self.assertTrue(response.success)
+ self.assertEqual(response.message, "Operation successful")
+
+ def test_base_response_defaults(self):
+ """Test BaseResponse with default values."""
+ response = BaseResponse(success=True)
+ self.assertTrue(response.success)
+ self.assertIsNone(response.message)
+
+ def test_error_response(self):
+ """Test ErrorResponse model."""
+ response = ErrorResponse(
+ success=False,
+ message="Error occurred",
+ error_code="VALIDATION_ERROR",
+ details={"field": "invalid_value"},
+ )
+ self.assertFalse(response.success)
+ self.assertEqual(response.message, "Error occurred")
+ self.assertEqual(response.error_code, "VALIDATION_ERROR")
+ self.assertEqual(response.details["field"], "invalid_value")
+
+ def test_file_info(self):
+ """Test FileInfo model."""
+ now = datetime.now()
+ file_info = FileInfo(
+ id="file_123",
+ name="test.txt",
+ size=1024,
+ mime_type="text/plain",
+ url="https://example.com/file.txt",
+ created_at=now,
+ )
+ self.assertEqual(file_info.id, "file_123")
+ self.assertEqual(file_info.name, "test.txt")
+ self.assertEqual(file_info.size, 1024)
+ self.assertEqual(file_info.mime_type, "text/plain")
+ self.assertEqual(file_info.url, "https://example.com/file.txt")
+ self.assertEqual(file_info.created_at, now)
+
+ def test_message_response(self):
+ """Test MessageResponse model."""
+ response = MessageResponse(
+ success=True,
+ id="msg_123",
+ answer="Hello, world!",
+ conversation_id="conv_123",
+ created_at=1234567890,
+ metadata={"model": "gpt-4"},
+ files=[{"id": "file_1", "type": "image"}],
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "msg_123")
+ self.assertEqual(response.answer, "Hello, world!")
+ self.assertEqual(response.conversation_id, "conv_123")
+ self.assertEqual(response.created_at, 1234567890)
+ self.assertEqual(response.metadata["model"], "gpt-4")
+ self.assertEqual(response.files[0]["id"], "file_1")
+
+ def test_conversation_response(self):
+ """Test ConversationResponse model."""
+ response = ConversationResponse(
+ success=True,
+ id="conv_123",
+ name="Test Conversation",
+ inputs={"query": "Hello"},
+ status="active",
+ created_at=1234567890,
+ updated_at=1234567891,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "conv_123")
+ self.assertEqual(response.name, "Test Conversation")
+ self.assertEqual(response.inputs["query"], "Hello")
+ self.assertEqual(response.status, "active")
+ self.assertEqual(response.created_at, 1234567890)
+ self.assertEqual(response.updated_at, 1234567891)
+
+ def test_dataset_response(self):
+ """Test DatasetResponse model."""
+ response = DatasetResponse(
+ success=True,
+ id="dataset_123",
+ name="Test Dataset",
+ description="A test dataset",
+ permission="read",
+ indexing_technique="high_quality",
+ embedding_model="text-embedding-ada-002",
+ embedding_model_provider="openai",
+ retrieval_model={"search_type": "semantic"},
+ document_count=10,
+ word_count=5000,
+ app_count=2,
+ created_at=1234567890,
+ updated_at=1234567891,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "dataset_123")
+ self.assertEqual(response.name, "Test Dataset")
+ self.assertEqual(response.description, "A test dataset")
+ self.assertEqual(response.permission, "read")
+ self.assertEqual(response.indexing_technique, "high_quality")
+ self.assertEqual(response.embedding_model, "text-embedding-ada-002")
+ self.assertEqual(response.embedding_model_provider, "openai")
+ self.assertEqual(response.retrieval_model["search_type"], "semantic")
+ self.assertEqual(response.document_count, 10)
+ self.assertEqual(response.word_count, 5000)
+ self.assertEqual(response.app_count, 2)
+
+ def test_document_response(self):
+ """Test DocumentResponse model."""
+ response = DocumentResponse(
+ success=True,
+ id="doc_123",
+ name="test_document.txt",
+ data_source_type="upload_file",
+ position=1,
+ enabled=True,
+ word_count=1000,
+ hit_count=5,
+ doc_form="text_model",
+ created_at=1234567890.0,
+ indexing_status="completed",
+ completed_at=1234567891.0,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "doc_123")
+ self.assertEqual(response.name, "test_document.txt")
+ self.assertEqual(response.data_source_type, "upload_file")
+ self.assertEqual(response.position, 1)
+ self.assertTrue(response.enabled)
+ self.assertEqual(response.word_count, 1000)
+ self.assertEqual(response.hit_count, 5)
+ self.assertEqual(response.doc_form, "text_model")
+ self.assertEqual(response.created_at, 1234567890.0)
+ self.assertEqual(response.indexing_status, "completed")
+ self.assertEqual(response.completed_at, 1234567891.0)
+
+ def test_document_segment_response(self):
+ """Test DocumentSegmentResponse model."""
+ response = DocumentSegmentResponse(
+ success=True,
+ id="seg_123",
+ position=1,
+ document_id="doc_123",
+ content="This is a test segment.",
+ answer="Test answer",
+ word_count=5,
+ tokens=10,
+ keywords=["test", "segment"],
+ hit_count=2,
+ enabled=True,
+ status="completed",
+ created_at=1234567890.0,
+ completed_at=1234567891.0,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "seg_123")
+ self.assertEqual(response.position, 1)
+ self.assertEqual(response.document_id, "doc_123")
+ self.assertEqual(response.content, "This is a test segment.")
+ self.assertEqual(response.answer, "Test answer")
+ self.assertEqual(response.word_count, 5)
+ self.assertEqual(response.tokens, 10)
+ self.assertEqual(response.keywords, ["test", "segment"])
+ self.assertEqual(response.hit_count, 2)
+ self.assertTrue(response.enabled)
+ self.assertEqual(response.status, "completed")
+ self.assertEqual(response.created_at, 1234567890.0)
+ self.assertEqual(response.completed_at, 1234567891.0)
+
+ def test_workflow_run_response(self):
+ """Test WorkflowRunResponse model."""
+ response = WorkflowRunResponse(
+ success=True,
+ id="run_123",
+ workflow_id="workflow_123",
+ status="succeeded",
+ inputs={"query": "test"},
+ outputs={"answer": "result"},
+ elapsed_time=5.5,
+ total_tokens=100,
+ total_steps=3,
+ created_at=1234567890.0,
+ finished_at=1234567895.5,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "run_123")
+ self.assertEqual(response.workflow_id, "workflow_123")
+ self.assertEqual(response.status, "succeeded")
+ self.assertEqual(response.inputs["query"], "test")
+ self.assertEqual(response.outputs["answer"], "result")
+ self.assertEqual(response.elapsed_time, 5.5)
+ self.assertEqual(response.total_tokens, 100)
+ self.assertEqual(response.total_steps, 3)
+ self.assertEqual(response.created_at, 1234567890.0)
+ self.assertEqual(response.finished_at, 1234567895.5)
+
+ def test_application_parameters_response(self):
+ """Test ApplicationParametersResponse model."""
+ response = ApplicationParametersResponse(
+ success=True,
+ opening_statement="Hello! How can I help you?",
+ suggested_questions=["What is AI?", "How does this work?"],
+ speech_to_text={"enabled": True},
+ text_to_speech={"enabled": False, "voice": "alloy"},
+ retriever_resource={"enabled": True},
+ sensitive_word_avoidance={"enabled": False},
+ file_upload={"enabled": True, "file_size_limit": 10485760},
+ system_parameters={"max_tokens": 1000},
+ user_input_form=[{"type": "text", "label": "Query"}],
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.opening_statement, "Hello! How can I help you?")
+ self.assertEqual(response.suggested_questions, ["What is AI?", "How does this work?"])
+ self.assertTrue(response.speech_to_text["enabled"])
+ self.assertFalse(response.text_to_speech["enabled"])
+ self.assertEqual(response.text_to_speech["voice"], "alloy")
+ self.assertTrue(response.retriever_resource["enabled"])
+ self.assertFalse(response.sensitive_word_avoidance["enabled"])
+ self.assertTrue(response.file_upload["enabled"])
+ self.assertEqual(response.file_upload["file_size_limit"], 10485760)
+ self.assertEqual(response.system_parameters["max_tokens"], 1000)
+ self.assertEqual(response.user_input_form[0]["type"], "text")
+
+ def test_annotation_response(self):
+ """Test AnnotationResponse model."""
+ response = AnnotationResponse(
+ success=True,
+ id="annotation_123",
+ question="What is the capital of France?",
+ answer="Paris",
+ content="Additional context",
+ created_at=1234567890.0,
+ updated_at=1234567891.0,
+ created_by="user_123",
+ updated_by="user_123",
+ hit_count=5,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "annotation_123")
+ self.assertEqual(response.question, "What is the capital of France?")
+ self.assertEqual(response.answer, "Paris")
+ self.assertEqual(response.content, "Additional context")
+ self.assertEqual(response.created_at, 1234567890.0)
+ self.assertEqual(response.updated_at, 1234567891.0)
+ self.assertEqual(response.created_by, "user_123")
+ self.assertEqual(response.updated_by, "user_123")
+ self.assertEqual(response.hit_count, 5)
+
+ def test_paginated_response(self):
+ """Test PaginatedResponse model."""
+ response = PaginatedResponse(
+ success=True,
+ data=[{"id": 1}, {"id": 2}, {"id": 3}],
+ has_more=True,
+ limit=10,
+ total=100,
+ page=1,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(len(response.data), 3)
+ self.assertEqual(response.data[0]["id"], 1)
+ self.assertTrue(response.has_more)
+ self.assertEqual(response.limit, 10)
+ self.assertEqual(response.total, 100)
+ self.assertEqual(response.page, 1)
+
+ def test_conversation_variable_response(self):
+ """Test ConversationVariableResponse model."""
+ response = ConversationVariableResponse(
+ success=True,
+ conversation_id="conv_123",
+ variables=[
+ {"id": "var_1", "name": "user_name", "value": "John"},
+ {"id": "var_2", "name": "preferences", "value": {"theme": "dark"}},
+ ],
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.conversation_id, "conv_123")
+ self.assertEqual(len(response.variables), 2)
+ self.assertEqual(response.variables[0]["name"], "user_name")
+ self.assertEqual(response.variables[0]["value"], "John")
+ self.assertEqual(response.variables[1]["name"], "preferences")
+ self.assertEqual(response.variables[1]["value"]["theme"], "dark")
+
+ def test_file_upload_response(self):
+ """Test FileUploadResponse model."""
+ response = FileUploadResponse(
+ success=True,
+ id="file_123",
+ name="test.txt",
+ size=1024,
+ mime_type="text/plain",
+ url="https://example.com/files/test.txt",
+ created_at=1234567890.0,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "file_123")
+ self.assertEqual(response.name, "test.txt")
+ self.assertEqual(response.size, 1024)
+ self.assertEqual(response.mime_type, "text/plain")
+ self.assertEqual(response.url, "https://example.com/files/test.txt")
+ self.assertEqual(response.created_at, 1234567890.0)
+
+ def test_audio_response(self):
+ """Test AudioResponse model."""
+ response = AudioResponse(
+ success=True,
+ audio="base64_encoded_audio_data",
+ audio_url="https://example.com/audio.mp3",
+ duration=10.5,
+ sample_rate=44100,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.audio, "base64_encoded_audio_data")
+ self.assertEqual(response.audio_url, "https://example.com/audio.mp3")
+ self.assertEqual(response.duration, 10.5)
+ self.assertEqual(response.sample_rate, 44100)
+
+ def test_suggested_questions_response(self):
+ """Test SuggestedQuestionsResponse model."""
+ response = SuggestedQuestionsResponse(
+ success=True,
+ message_id="msg_123",
+ questions=[
+ "What is machine learning?",
+ "How does AI work?",
+ "Can you explain neural networks?",
+ ],
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.message_id, "msg_123")
+ self.assertEqual(len(response.questions), 3)
+ self.assertEqual(response.questions[0], "What is machine learning?")
+
+ def test_app_info_response(self):
+ """Test AppInfoResponse model."""
+ response = AppInfoResponse(
+ success=True,
+ id="app_123",
+ name="Test App",
+ description="A test application",
+ icon="🤖",
+ icon_background="#FF6B6B",
+ mode="chat",
+ tags=["AI", "Chat", "Test"],
+ enable_site=True,
+ enable_api=True,
+ api_token="app_token_123",
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "app_123")
+ self.assertEqual(response.name, "Test App")
+ self.assertEqual(response.description, "A test application")
+ self.assertEqual(response.icon, "🤖")
+ self.assertEqual(response.icon_background, "#FF6B6B")
+ self.assertEqual(response.mode, "chat")
+ self.assertEqual(response.tags, ["AI", "Chat", "Test"])
+ self.assertTrue(response.enable_site)
+ self.assertTrue(response.enable_api)
+ self.assertEqual(response.api_token, "app_token_123")
+
+ def test_workspace_models_response(self):
+ """Test WorkspaceModelsResponse model."""
+ response = WorkspaceModelsResponse(
+ success=True,
+ models=[
+ {"id": "gpt-4", "name": "GPT-4", "provider": "openai"},
+ {"id": "claude-3", "name": "Claude 3", "provider": "anthropic"},
+ ],
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(len(response.models), 2)
+ self.assertEqual(response.models[0]["id"], "gpt-4")
+ self.assertEqual(response.models[0]["name"], "GPT-4")
+ self.assertEqual(response.models[0]["provider"], "openai")
+
+ def test_hit_testing_response(self):
+ """Test HitTestingResponse model."""
+ response = HitTestingResponse(
+ success=True,
+ query="What is machine learning?",
+ records=[
+ {"content": "Machine learning is a subset of AI...", "score": 0.95},
+ {"content": "ML algorithms learn from data...", "score": 0.87},
+ ],
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.query, "What is machine learning?")
+ self.assertEqual(len(response.records), 2)
+ self.assertEqual(response.records[0]["score"], 0.95)
+
+ def test_dataset_tags_response(self):
+ """Test DatasetTagsResponse model."""
+ response = DatasetTagsResponse(
+ success=True,
+ tags=[
+ {"id": "tag_1", "name": "Technology", "color": "#FF0000"},
+ {"id": "tag_2", "name": "Science", "color": "#00FF00"},
+ ],
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(len(response.tags), 2)
+ self.assertEqual(response.tags[0]["name"], "Technology")
+ self.assertEqual(response.tags[0]["color"], "#FF0000")
+
+ def test_workflow_logs_response(self):
+ """Test WorkflowLogsResponse model."""
+ response = WorkflowLogsResponse(
+ success=True,
+ logs=[
+ {"id": "log_1", "status": "succeeded", "created_at": 1234567890},
+ {"id": "log_2", "status": "failed", "created_at": 1234567891},
+ ],
+ total=50,
+ page=1,
+ limit=10,
+ has_more=True,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(len(response.logs), 2)
+ self.assertEqual(response.logs[0]["status"], "succeeded")
+ self.assertEqual(response.total, 50)
+ self.assertEqual(response.page, 1)
+ self.assertEqual(response.limit, 10)
+ self.assertTrue(response.has_more)
+
+ def test_model_serialization(self):
+ """Test that models can be serialized to JSON."""
+ response = MessageResponse(
+ success=True,
+ id="msg_123",
+ answer="Hello, world!",
+ conversation_id="conv_123",
+ )
+
+ # Convert to dict and then to JSON
+ response_dict = {
+ "success": response.success,
+ "id": response.id,
+ "answer": response.answer,
+ "conversation_id": response.conversation_id,
+ }
+
+ json_str = json.dumps(response_dict)
+ parsed = json.loads(json_str)
+
+ self.assertTrue(parsed["success"])
+ self.assertEqual(parsed["id"], "msg_123")
+ self.assertEqual(parsed["answer"], "Hello, world!")
+ self.assertEqual(parsed["conversation_id"], "conv_123")
+
+ # Tests for new response models
+ def test_model_provider_response(self):
+ """Test ModelProviderResponse model."""
+ response = ModelProviderResponse(
+ success=True,
+ provider_name="openai",
+ provider_type="llm",
+ models=[
+ {"id": "gpt-4", "name": "GPT-4", "max_tokens": 8192},
+ {"id": "gpt-3.5-turbo", "name": "GPT-3.5 Turbo", "max_tokens": 4096},
+ ],
+ is_enabled=True,
+ credentials={"api_key": "sk-..."},
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.provider_name, "openai")
+ self.assertEqual(response.provider_type, "llm")
+ self.assertEqual(len(response.models), 2)
+ self.assertEqual(response.models[0]["id"], "gpt-4")
+ self.assertTrue(response.is_enabled)
+ self.assertEqual(response.credentials["api_key"], "sk-...")
+
+ def test_file_info_response(self):
+ """Test FileInfoResponse model."""
+ response = FileInfoResponse(
+ success=True,
+ id="file_123",
+ name="document.pdf",
+ size=2048576,
+ mime_type="application/pdf",
+ url="https://example.com/files/document.pdf",
+ created_at=1234567890,
+ metadata={"pages": 10, "author": "John Doe"},
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "file_123")
+ self.assertEqual(response.name, "document.pdf")
+ self.assertEqual(response.size, 2048576)
+ self.assertEqual(response.mime_type, "application/pdf")
+ self.assertEqual(response.url, "https://example.com/files/document.pdf")
+ self.assertEqual(response.created_at, 1234567890)
+ self.assertEqual(response.metadata["pages"], 10)
+
+ def test_workflow_draft_response(self):
+ """Test WorkflowDraftResponse model."""
+ response = WorkflowDraftResponse(
+ success=True,
+ id="draft_123",
+ app_id="app_456",
+ draft_data={"nodes": [], "edges": [], "config": {"name": "Test Workflow"}},
+ version=1,
+ created_at=1234567890,
+ updated_at=1234567891,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "draft_123")
+ self.assertEqual(response.app_id, "app_456")
+ self.assertEqual(response.draft_data["config"]["name"], "Test Workflow")
+ self.assertEqual(response.version, 1)
+ self.assertEqual(response.created_at, 1234567890)
+ self.assertEqual(response.updated_at, 1234567891)
+
+ def test_api_token_response(self):
+ """Test ApiTokenResponse model."""
+ response = ApiTokenResponse(
+ success=True,
+ id="token_123",
+ name="Production Token",
+ token="app-xxxxxxxxxxxx",
+ description="Token for production environment",
+ created_at=1234567890,
+ last_used_at=1234567891,
+ is_active=True,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.id, "token_123")
+ self.assertEqual(response.name, "Production Token")
+ self.assertEqual(response.token, "app-xxxxxxxxxxxx")
+ self.assertEqual(response.description, "Token for production environment")
+ self.assertEqual(response.created_at, 1234567890)
+ self.assertEqual(response.last_used_at, 1234567891)
+ self.assertTrue(response.is_active)
+
+ def test_job_status_response(self):
+ """Test JobStatusResponse model."""
+ response = JobStatusResponse(
+ success=True,
+ job_id="job_123",
+ job_status="running",
+ error_msg=None,
+ progress=0.75,
+ created_at=1234567890,
+ updated_at=1234567891,
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.job_id, "job_123")
+ self.assertEqual(response.job_status, "running")
+ self.assertIsNone(response.error_msg)
+ self.assertEqual(response.progress, 0.75)
+ self.assertEqual(response.created_at, 1234567890)
+ self.assertEqual(response.updated_at, 1234567891)
+
+ def test_dataset_query_response(self):
+ """Test DatasetQueryResponse model."""
+ response = DatasetQueryResponse(
+ success=True,
+ query="What is machine learning?",
+ records=[
+ {"content": "Machine learning is...", "score": 0.95},
+ {"content": "ML algorithms...", "score": 0.87},
+ ],
+ total=2,
+ search_time=0.123,
+ retrieval_model={"method": "semantic_search", "top_k": 3},
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.query, "What is machine learning?")
+ self.assertEqual(len(response.records), 2)
+ self.assertEqual(response.total, 2)
+ self.assertEqual(response.search_time, 0.123)
+ self.assertEqual(response.retrieval_model["method"], "semantic_search")
+
+ def test_dataset_template_response(self):
+ """Test DatasetTemplateResponse model."""
+ response = DatasetTemplateResponse(
+ success=True,
+ template_name="customer_support",
+ display_name="Customer Support",
+ description="Template for customer support knowledge base",
+ category="support",
+ icon="🎧",
+ config_schema={"fields": [{"name": "category", "type": "string"}]},
+ )
+ self.assertTrue(response.success)
+ self.assertEqual(response.template_name, "customer_support")
+ self.assertEqual(response.display_name, "Customer Support")
+ self.assertEqual(response.description, "Template for customer support knowledge base")
+ self.assertEqual(response.category, "support")
+ self.assertEqual(response.icon, "🎧")
+ self.assertEqual(response.config_schema["fields"][0]["name"], "category")
+
+
+if __name__ == "__main__":
+ unittest.main()
diff --git a/sdks/python-client/tests/test_retry_and_error_handling.py b/sdks/python-client/tests/test_retry_and_error_handling.py
new file mode 100644
index 0000000000..bd415bde43
--- /dev/null
+++ b/sdks/python-client/tests/test_retry_and_error_handling.py
@@ -0,0 +1,313 @@
+"""Unit tests for retry mechanism and error handling."""
+
+import unittest
+from unittest.mock import Mock, patch, MagicMock
+import httpx
+from dify_client.client import DifyClient
+from dify_client.exceptions import (
+ APIError,
+ AuthenticationError,
+ RateLimitError,
+ ValidationError,
+ NetworkError,
+ TimeoutError,
+ FileUploadError,
+)
+
+
+class TestRetryMechanism(unittest.TestCase):
+ """Test cases for retry mechanism."""
+
+ def setUp(self):
+ self.api_key = "test_api_key"
+ self.base_url = "https://api.dify.ai/v1"
+ self.client = DifyClient(
+ api_key=self.api_key,
+ base_url=self.base_url,
+ max_retries=3,
+ retry_delay=0.1, # Short delay for tests
+ enable_logging=False,
+ )
+
+ @patch("httpx.Client.request")
+ def test_successful_request_no_retry(self, mock_request):
+ """Test that successful requests don't trigger retries."""
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.content = b'{"success": true}'
+ mock_request.return_value = mock_response
+
+ response = self.client._send_request("GET", "/test")
+
+ self.assertEqual(response, mock_response)
+ self.assertEqual(mock_request.call_count, 1)
+
+ @patch("httpx.Client.request")
+ @patch("time.sleep")
+ def test_retry_on_network_error(self, mock_sleep, mock_request):
+ """Test retry on network errors."""
+ # First two calls raise network error, third succeeds
+ mock_request.side_effect = [
+ httpx.NetworkError("Connection failed"),
+ httpx.NetworkError("Connection failed"),
+ Mock(status_code=200, content=b'{"success": true}'),
+ ]
+ mock_response = Mock()
+ mock_response.status_code = 200
+ mock_response.content = b'{"success": true}'
+
+ response = self.client._send_request("GET", "/test")
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(mock_request.call_count, 3)
+ self.assertEqual(mock_sleep.call_count, 2)
+
+ @patch("httpx.Client.request")
+ @patch("time.sleep")
+ def test_retry_on_timeout_error(self, mock_sleep, mock_request):
+ """Test retry on timeout errors."""
+ mock_request.side_effect = [
+ httpx.TimeoutException("Request timed out"),
+ httpx.TimeoutException("Request timed out"),
+ Mock(status_code=200, content=b'{"success": true}'),
+ ]
+
+ response = self.client._send_request("GET", "/test")
+
+ self.assertEqual(response.status_code, 200)
+ self.assertEqual(mock_request.call_count, 3)
+ self.assertEqual(mock_sleep.call_count, 2)
+
+ @patch("httpx.Client.request")
+ @patch("time.sleep")
+ def test_max_retries_exceeded(self, mock_sleep, mock_request):
+ """Test behavior when max retries are exceeded."""
+ mock_request.side_effect = httpx.NetworkError("Persistent network error")
+
+ with self.assertRaises(NetworkError):
+ self.client._send_request("GET", "/test")
+
+ self.assertEqual(mock_request.call_count, 4) # 1 initial + 3 retries
+ self.assertEqual(mock_sleep.call_count, 3)
+
+ @patch("httpx.Client.request")
+ def test_no_retry_on_client_error(self, mock_request):
+ """Test that client errors (4xx) don't trigger retries."""
+ mock_response = Mock()
+ mock_response.status_code = 401
+ mock_response.json.return_value = {"message": "Unauthorized"}
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(AuthenticationError):
+ self.client._send_request("GET", "/test")
+
+ self.assertEqual(mock_request.call_count, 1)
+
+ @patch("httpx.Client.request")
+ def test_retry_on_server_error(self, mock_request):
+ """Test that server errors (5xx) don't retry - they raise APIError immediately."""
+ mock_response_500 = Mock()
+ mock_response_500.status_code = 500
+ mock_response_500.json.return_value = {"message": "Internal server error"}
+
+ mock_request.return_value = mock_response_500
+
+ with self.assertRaises(APIError) as context:
+ self.client._send_request("GET", "/test")
+
+ self.assertEqual(str(context.exception), "Internal server error")
+ self.assertEqual(context.exception.status_code, 500)
+ # Should not retry server errors
+ self.assertEqual(mock_request.call_count, 1)
+
+ @patch("httpx.Client.request")
+ def test_exponential_backoff(self, mock_request):
+ """Test exponential backoff timing."""
+ mock_request.side_effect = [
+ httpx.NetworkError("Connection failed"),
+ httpx.NetworkError("Connection failed"),
+ httpx.NetworkError("Connection failed"),
+ httpx.NetworkError("Connection failed"), # All attempts fail
+ ]
+
+ with patch("time.sleep") as mock_sleep:
+ with self.assertRaises(NetworkError):
+ self.client._send_request("GET", "/test")
+
+ # Check exponential backoff: 0.1, 0.2, 0.4
+ expected_calls = [0.1, 0.2, 0.4]
+ actual_calls = [call[0][0] for call in mock_sleep.call_args_list]
+ self.assertEqual(actual_calls, expected_calls)
+
+
+class TestErrorHandling(unittest.TestCase):
+ """Test cases for error handling."""
+
+ def setUp(self):
+ self.client = DifyClient(api_key="test_api_key", enable_logging=False)
+
+ @patch("httpx.Client.request")
+ def test_authentication_error(self, mock_request):
+ """Test AuthenticationError handling."""
+ mock_response = Mock()
+ mock_response.status_code = 401
+ mock_response.json.return_value = {"message": "Invalid API key"}
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(AuthenticationError) as context:
+ self.client._send_request("GET", "/test")
+
+ self.assertEqual(str(context.exception), "Invalid API key")
+ self.assertEqual(context.exception.status_code, 401)
+
+ @patch("httpx.Client.request")
+ def test_rate_limit_error(self, mock_request):
+ """Test RateLimitError handling."""
+ mock_response = Mock()
+ mock_response.status_code = 429
+ mock_response.json.return_value = {"message": "Rate limit exceeded"}
+ mock_response.headers = {"Retry-After": "60"}
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(RateLimitError) as context:
+ self.client._send_request("GET", "/test")
+
+ self.assertEqual(str(context.exception), "Rate limit exceeded")
+ self.assertEqual(context.exception.retry_after, "60")
+
+ @patch("httpx.Client.request")
+ def test_validation_error(self, mock_request):
+ """Test ValidationError handling."""
+ mock_response = Mock()
+ mock_response.status_code = 422
+ mock_response.json.return_value = {"message": "Invalid parameters"}
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(ValidationError) as context:
+ self.client._send_request("GET", "/test")
+
+ self.assertEqual(str(context.exception), "Invalid parameters")
+ self.assertEqual(context.exception.status_code, 422)
+
+ @patch("httpx.Client.request")
+ def test_api_error(self, mock_request):
+ """Test general APIError handling."""
+ mock_response = Mock()
+ mock_response.status_code = 500
+ mock_response.json.return_value = {"message": "Internal server error"}
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(APIError) as context:
+ self.client._send_request("GET", "/test")
+
+ self.assertEqual(str(context.exception), "Internal server error")
+ self.assertEqual(context.exception.status_code, 500)
+
+ @patch("httpx.Client.request")
+ def test_error_response_without_json(self, mock_request):
+ """Test error handling when response doesn't contain valid JSON."""
+ mock_response = Mock()
+ mock_response.status_code = 500
+ mock_response.content = b"Internal Server Error"
+ mock_response.json.side_effect = ValueError("No JSON object could be decoded")
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(APIError) as context:
+ self.client._send_request("GET", "/test")
+
+ self.assertEqual(str(context.exception), "HTTP 500")
+
+ @patch("httpx.Client.request")
+ def test_file_upload_error(self, mock_request):
+ """Test FileUploadError handling."""
+ mock_response = Mock()
+ mock_response.status_code = 400
+ mock_response.json.return_value = {"message": "File upload failed"}
+ mock_request.return_value = mock_response
+
+ with self.assertRaises(FileUploadError) as context:
+ self.client._send_request_with_files("POST", "/upload", {}, {})
+
+ self.assertEqual(str(context.exception), "File upload failed")
+ self.assertEqual(context.exception.status_code, 400)
+
+
+class TestParameterValidation(unittest.TestCase):
+ """Test cases for parameter validation."""
+
+ def setUp(self):
+ self.client = DifyClient(api_key="test_api_key", enable_logging=False)
+
+ def test_empty_string_validation(self):
+ """Test validation of empty strings."""
+ with self.assertRaises(ValidationError):
+ self.client._validate_params(empty_string="")
+
+ def test_whitespace_only_string_validation(self):
+ """Test validation of whitespace-only strings."""
+ with self.assertRaises(ValidationError):
+ self.client._validate_params(whitespace_string=" ")
+
+ def test_long_string_validation(self):
+ """Test validation of overly long strings."""
+ long_string = "a" * 10001 # Exceeds 10000 character limit
+ with self.assertRaises(ValidationError):
+ self.client._validate_params(long_string=long_string)
+
+ def test_large_list_validation(self):
+ """Test validation of overly large lists."""
+ large_list = list(range(1001)) # Exceeds 1000 item limit
+ with self.assertRaises(ValidationError):
+ self.client._validate_params(large_list=large_list)
+
+ def test_large_dict_validation(self):
+ """Test validation of overly large dictionaries."""
+ large_dict = {f"key_{i}": i for i in range(101)} # Exceeds 100 item limit
+ with self.assertRaises(ValidationError):
+ self.client._validate_params(large_dict=large_dict)
+
+ def test_valid_parameters_pass(self):
+ """Test that valid parameters pass validation."""
+ # Should not raise any exception
+ self.client._validate_params(
+ valid_string="Hello, World!",
+ valid_list=[1, 2, 3],
+ valid_dict={"key": "value"},
+ none_value=None,
+ )
+
+ def test_message_feedback_validation(self):
+ """Test validation in message_feedback method."""
+ with self.assertRaises(ValidationError):
+ self.client.message_feedback("msg_id", "invalid_rating", "user")
+
+ def test_completion_message_validation(self):
+ """Test validation in create_completion_message method."""
+ from dify_client.client import CompletionClient
+
+ client = CompletionClient("test_api_key")
+
+ with self.assertRaises(ValidationError):
+ client.create_completion_message(
+ inputs="not_a_dict", # Should be a dict
+ response_mode="invalid_mode", # Should be 'blocking' or 'streaming'
+ user="test_user",
+ )
+
+ def test_chat_message_validation(self):
+ """Test validation in create_chat_message method."""
+ from dify_client.client import ChatClient
+
+ client = ChatClient("test_api_key")
+
+ with self.assertRaises(ValidationError):
+ client.create_chat_message(
+ inputs="not_a_dict", # Should be a dict
+ query="", # Should not be empty
+ user="test_user",
+ response_mode="invalid_mode", # Should be 'blocking' or 'streaming'
+ )
+
+
+if __name__ == "__main__":
+ unittest.main()
diff --git a/sdks/python-client/uv.lock b/sdks/python-client/uv.lock
index 19f348289b..4a9d7d5193 100644
--- a/sdks/python-client/uv.lock
+++ b/sdks/python-client/uv.lock
@@ -59,7 +59,7 @@ version = "0.1.12"
source = { editable = "." }
dependencies = [
{ name = "aiofiles" },
- { name = "httpx" },
+ { name = "httpx", extra = ["http2"] },
]
[package.optional-dependencies]
@@ -71,7 +71,7 @@ dev = [
[package.metadata]
requires-dist = [
{ name = "aiofiles", specifier = ">=23.0.0" },
- { name = "httpx", specifier = ">=0.27.0" },
+ { name = "httpx", extras = ["http2"], specifier = ">=0.27.0" },
{ name = "pytest", marker = "extra == 'dev'", specifier = ">=7.0.0" },
{ name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.21.0" },
]
@@ -98,6 +98,28 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" },
]
+[[package]]
+name = "h2"
+version = "4.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "hpack" },
+ { name = "hyperframe" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/1d/17/afa56379f94ad0fe8defd37d6eb3f89a25404ffc71d4d848893d270325fc/h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1", size = 2152026, upload-time = "2025-08-23T18:12:19.778Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/69/b2/119f6e6dcbd96f9069ce9a2665e0146588dc9f88f29549711853645e736a/h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd", size = 61779, upload-time = "2025-08-23T18:12:17.779Z" },
+]
+
+[[package]]
+name = "hpack"
+version = "4.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/2c/48/71de9ed269fdae9c8057e5a4c0aa7402e8bb16f2c6e90b3aa53327b113f8/hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca", size = 51276, upload-time = "2025-01-22T21:44:58.347Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/07/c6/80c95b1b2b94682a72cbdbfb85b81ae2daffa4291fbfa1b1464502ede10d/hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496", size = 34357, upload-time = "2025-01-22T21:44:56.92Z" },
+]
+
[[package]]
name = "httpcore"
version = "1.0.9"
@@ -126,6 +148,20 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" },
]
+[package.optional-dependencies]
+http2 = [
+ { name = "h2" },
+]
+
+[[package]]
+name = "hyperframe"
+version = "6.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/02/e7/94f8232d4a74cc99514c13a9f995811485a6903d48e5d952771ef6322e30/hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08", size = 26566, upload-time = "2025-01-22T21:41:49.302Z" }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/48/30/47d0bf6072f7252e6521f3447ccfa40b421b6824517f82854703d0f5a98b/hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5", size = 13007, upload-time = "2025-01-22T21:41:47.295Z" },
+]
+
[[package]]
name = "idna"
version = "3.10"
diff --git a/web/README.md b/web/README.md
index 6daf1e922e..1855ebc3b8 100644
--- a/web/README.md
+++ b/web/README.md
@@ -99,9 +99,9 @@ If your IDE is VSCode, rename `web/.vscode/settings.example.json` to `web/.vscod
## Test
-We start to use [Jest](https://jestjs.io/) and [React Testing Library](https://testing-library.com/docs/react-testing-library/intro/) for Unit Testing.
+We use [Jest](https://jestjs.io/) and [React Testing Library](https://testing-library.com/docs/react-testing-library/intro/) for Unit Testing.
-You can create a test file with a suffix of `.spec` beside the file that to be tested. For example, if you want to test a file named `util.ts`. The test file name should be `util.spec.ts`.
+**📖 Complete Testing Guide**: See [web/testing/testing.md](./testing/testing.md) for detailed testing specifications, best practices, and examples.
Run test:
@@ -109,10 +109,22 @@ Run test:
pnpm run test
```
-If you are not familiar with writing tests, here is some code to refer to:
+### Example Code
-- [classnames.spec.ts](./utils/classnames.spec.ts)
-- [index.spec.tsx](./app/components/base/button/index.spec.tsx)
+If you are not familiar with writing tests, refer to:
+
+- [classnames.spec.ts](./utils/classnames.spec.ts) - Utility function test example
+- [index.spec.tsx](./app/components/base/button/index.spec.tsx) - Component test example
+
+### Analyze Component Complexity
+
+Before writing tests, use the script to analyze component complexity:
+
+```bash
+pnpm analyze-component app/components/your-component/index.tsx
+```
+
+This will help you determine the testing strategy. See [web/testing/testing.md](./testing/testing.md) for details.
## Documentation
diff --git a/web/__tests__/workflow-onboarding-integration.test.tsx b/web/__tests__/workflow-onboarding-integration.test.tsx
index c1a922bb1f..ded8c75bd1 100644
--- a/web/__tests__/workflow-onboarding-integration.test.tsx
+++ b/web/__tests__/workflow-onboarding-integration.test.tsx
@@ -1,6 +1,24 @@
import { BlockEnum } from '@/app/components/workflow/types'
import { useWorkflowStore } from '@/app/components/workflow/store'
+// Type for mocked store
+type MockWorkflowStore = {
+ showOnboarding: boolean
+ setShowOnboarding: jest.Mock
+ hasShownOnboarding: boolean
+ setHasShownOnboarding: jest.Mock
+ hasSelectedStartNode: boolean
+ setHasSelectedStartNode: jest.Mock
+ setShouldAutoOpenStartNodeSelector: jest.Mock
+ notInitialWorkflow: boolean
+}
+
+// Type for mocked node
+type MockNode = {
+ id: string
+ data: { type?: BlockEnum }
+}
+
// Mock zustand store
jest.mock('@/app/components/workflow/store')
@@ -39,7 +57,7 @@ describe('Workflow Onboarding Integration Logic', () => {
describe('Onboarding State Management', () => {
it('should initialize onboarding state correctly', () => {
- const store = useWorkflowStore()
+ const store = useWorkflowStore() as unknown as MockWorkflowStore
expect(store.showOnboarding).toBe(false)
expect(store.hasSelectedStartNode).toBe(false)
@@ -47,7 +65,7 @@ describe('Workflow Onboarding Integration Logic', () => {
})
it('should update onboarding visibility', () => {
- const store = useWorkflowStore()
+ const store = useWorkflowStore() as unknown as MockWorkflowStore
store.setShowOnboarding(true)
expect(mockSetShowOnboarding).toHaveBeenCalledWith(true)
@@ -57,14 +75,14 @@ describe('Workflow Onboarding Integration Logic', () => {
})
it('should track node selection state', () => {
- const store = useWorkflowStore()
+ const store = useWorkflowStore() as unknown as MockWorkflowStore
store.setHasSelectedStartNode(true)
expect(mockSetHasSelectedStartNode).toHaveBeenCalledWith(true)
})
it('should track onboarding show state', () => {
- const store = useWorkflowStore()
+ const store = useWorkflowStore() as unknown as MockWorkflowStore
store.setHasShownOnboarding(true)
expect(mockSetHasShownOnboarding).toHaveBeenCalledWith(true)
@@ -205,60 +223,44 @@ describe('Workflow Onboarding Integration Logic', () => {
it('should auto-expand for TriggerSchedule in new workflow', () => {
const shouldAutoOpenStartNodeSelector = true
- const nodeType = BlockEnum.TriggerSchedule
+ const nodeType: BlockEnum = BlockEnum.TriggerSchedule
const isChatMode = false
+ const validStartTypes = [BlockEnum.Start, BlockEnum.TriggerSchedule, BlockEnum.TriggerWebhook, BlockEnum.TriggerPlugin]
- const shouldAutoExpand = shouldAutoOpenStartNodeSelector && (
- nodeType === BlockEnum.Start
- || nodeType === BlockEnum.TriggerSchedule
- || nodeType === BlockEnum.TriggerWebhook
- || nodeType === BlockEnum.TriggerPlugin
- ) && !isChatMode
+ const shouldAutoExpand = shouldAutoOpenStartNodeSelector && validStartTypes.includes(nodeType) && !isChatMode
expect(shouldAutoExpand).toBe(true)
})
it('should auto-expand for TriggerWebhook in new workflow', () => {
const shouldAutoOpenStartNodeSelector = true
- const nodeType = BlockEnum.TriggerWebhook
+ const nodeType: BlockEnum = BlockEnum.TriggerWebhook
const isChatMode = false
+ const validStartTypes = [BlockEnum.Start, BlockEnum.TriggerSchedule, BlockEnum.TriggerWebhook, BlockEnum.TriggerPlugin]
- const shouldAutoExpand = shouldAutoOpenStartNodeSelector && (
- nodeType === BlockEnum.Start
- || nodeType === BlockEnum.TriggerSchedule
- || nodeType === BlockEnum.TriggerWebhook
- || nodeType === BlockEnum.TriggerPlugin
- ) && !isChatMode
+ const shouldAutoExpand = shouldAutoOpenStartNodeSelector && validStartTypes.includes(nodeType) && !isChatMode
expect(shouldAutoExpand).toBe(true)
})
it('should auto-expand for TriggerPlugin in new workflow', () => {
const shouldAutoOpenStartNodeSelector = true
- const nodeType = BlockEnum.TriggerPlugin
+ const nodeType: BlockEnum = BlockEnum.TriggerPlugin
const isChatMode = false
+ const validStartTypes = [BlockEnum.Start, BlockEnum.TriggerSchedule, BlockEnum.TriggerWebhook, BlockEnum.TriggerPlugin]
- const shouldAutoExpand = shouldAutoOpenStartNodeSelector && (
- nodeType === BlockEnum.Start
- || nodeType === BlockEnum.TriggerSchedule
- || nodeType === BlockEnum.TriggerWebhook
- || nodeType === BlockEnum.TriggerPlugin
- ) && !isChatMode
+ const shouldAutoExpand = shouldAutoOpenStartNodeSelector && validStartTypes.includes(nodeType) && !isChatMode
expect(shouldAutoExpand).toBe(true)
})
it('should not auto-expand for non-trigger nodes', () => {
const shouldAutoOpenStartNodeSelector = true
- const nodeType = BlockEnum.LLM
+ const nodeType: BlockEnum = BlockEnum.LLM
const isChatMode = false
+ const validStartTypes = [BlockEnum.Start, BlockEnum.TriggerSchedule, BlockEnum.TriggerWebhook, BlockEnum.TriggerPlugin]
- const shouldAutoExpand = shouldAutoOpenStartNodeSelector && (
- nodeType === BlockEnum.Start
- || nodeType === BlockEnum.TriggerSchedule
- || nodeType === BlockEnum.TriggerWebhook
- || nodeType === BlockEnum.TriggerPlugin
- ) && !isChatMode
+ const shouldAutoExpand = shouldAutoOpenStartNodeSelector && validStartTypes.includes(nodeType) && !isChatMode
expect(shouldAutoExpand).toBe(false)
})
@@ -321,7 +323,7 @@ describe('Workflow Onboarding Integration Logic', () => {
const nodeData = { type: BlockEnum.Start, title: 'Start' }
// Simulate node creation logic from workflow-children.tsx
- const createdNodeData = {
+ const createdNodeData: Record = {
...nodeData,
// Note: 'selected: true' should NOT be added
}
@@ -334,7 +336,7 @@ describe('Workflow Onboarding Integration Logic', () => {
const nodeData = { type: BlockEnum.TriggerWebhook, title: 'Webhook Trigger' }
const toolConfig = { webhook_url: 'https://example.com/webhook' }
- const createdNodeData = {
+ const createdNodeData: Record = {
...nodeData,
...toolConfig,
// Note: 'selected: true' should NOT be added
@@ -352,7 +354,7 @@ describe('Workflow Onboarding Integration Logic', () => {
config: { interval: '1h' },
}
- const createdNodeData = {
+ const createdNodeData: Record = {
...nodeData,
}
@@ -495,7 +497,7 @@ describe('Workflow Onboarding Integration Logic', () => {
BlockEnum.TriggerWebhook,
BlockEnum.TriggerPlugin,
]
- const hasStartNode = nodes.some(node => startNodeTypes.includes(node.data?.type))
+ const hasStartNode = nodes.some((node: MockNode) => startNodeTypes.includes(node.data?.type as BlockEnum))
const isEmpty = nodes.length === 0 || !hasStartNode
expect(isEmpty).toBe(true)
@@ -516,7 +518,7 @@ describe('Workflow Onboarding Integration Logic', () => {
BlockEnum.TriggerWebhook,
BlockEnum.TriggerPlugin,
]
- const hasStartNode = nodes.some(node => startNodeTypes.includes(node.data.type))
+ const hasStartNode = nodes.some((node: MockNode) => startNodeTypes.includes(node.data.type as BlockEnum))
const isEmpty = nodes.length === 0 || !hasStartNode
expect(isEmpty).toBe(true)
@@ -536,7 +538,7 @@ describe('Workflow Onboarding Integration Logic', () => {
BlockEnum.TriggerWebhook,
BlockEnum.TriggerPlugin,
]
- const hasStartNode = nodes.some(node => startNodeTypes.includes(node.data.type))
+ const hasStartNode = nodes.some((node: MockNode) => startNodeTypes.includes(node.data.type as BlockEnum))
const isEmpty = nodes.length === 0 || !hasStartNode
expect(isEmpty).toBe(false)
@@ -571,7 +573,7 @@ describe('Workflow Onboarding Integration Logic', () => {
})
// Simulate the check logic with hasShownOnboarding = true
- const store = useWorkflowStore()
+ const store = useWorkflowStore() as unknown as MockWorkflowStore
const shouldTrigger = !store.hasShownOnboarding && !store.showOnboarding && !store.notInitialWorkflow
expect(shouldTrigger).toBe(false)
@@ -605,7 +607,7 @@ describe('Workflow Onboarding Integration Logic', () => {
})
// Simulate the check logic with notInitialWorkflow = true
- const store = useWorkflowStore()
+ const store = useWorkflowStore() as unknown as MockWorkflowStore
const shouldTrigger = !store.hasShownOnboarding && !store.showOnboarding && !store.notInitialWorkflow
expect(shouldTrigger).toBe(false)
diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config-popup.tsx b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config-popup.tsx
index 0ad02ad7f3..628eb13071 100644
--- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config-popup.tsx
+++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config-popup.tsx
@@ -5,7 +5,7 @@ import { useTranslation } from 'react-i18next'
import { useBoolean } from 'ahooks'
import TracingIcon from './tracing-icon'
import ProviderPanel from './provider-panel'
-import type { AliyunConfig, ArizeConfig, LangFuseConfig, LangSmithConfig, OpikConfig, PhoenixConfig, TencentConfig, WeaveConfig } from './type'
+import type { AliyunConfig, ArizeConfig, DatabricksConfig, LangFuseConfig, LangSmithConfig, MLflowConfig, OpikConfig, PhoenixConfig, TencentConfig, WeaveConfig } from './type'
import { TracingProvider } from './type'
import ProviderConfigModal from './provider-config-modal'
import Indicator from '@/app/components/header/indicator'
@@ -30,8 +30,10 @@ export type PopupProps = {
opikConfig: OpikConfig | null
weaveConfig: WeaveConfig | null
aliyunConfig: AliyunConfig | null
+ mlflowConfig: MLflowConfig | null
+ databricksConfig: DatabricksConfig | null
tencentConfig: TencentConfig | null
- onConfigUpdated: (provider: TracingProvider, payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | AliyunConfig | TencentConfig) => void
+ onConfigUpdated: (provider: TracingProvider, payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | AliyunConfig | TencentConfig | MLflowConfig | DatabricksConfig) => void
onConfigRemoved: (provider: TracingProvider) => void
}
@@ -49,6 +51,8 @@ const ConfigPopup: FC = ({
opikConfig,
weaveConfig,
aliyunConfig,
+ mlflowConfig,
+ databricksConfig,
tencentConfig,
onConfigUpdated,
onConfigRemoved,
@@ -73,7 +77,7 @@ const ConfigPopup: FC = ({
}
}, [onChooseProvider])
- const handleConfigUpdated = useCallback((payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | AliyunConfig | TencentConfig) => {
+ const handleConfigUpdated = useCallback((payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | AliyunConfig | MLflowConfig | DatabricksConfig | TencentConfig) => {
onConfigUpdated(currentProvider!, payload)
hideConfigModal()
}, [currentProvider, hideConfigModal, onConfigUpdated])
@@ -83,8 +87,8 @@ const ConfigPopup: FC = ({
hideConfigModal()
}, [currentProvider, hideConfigModal, onConfigRemoved])
- const providerAllConfigured = arizeConfig && phoenixConfig && langSmithConfig && langFuseConfig && opikConfig && weaveConfig && aliyunConfig && tencentConfig
- const providerAllNotConfigured = !arizeConfig && !phoenixConfig && !langSmithConfig && !langFuseConfig && !opikConfig && !weaveConfig && !aliyunConfig && !tencentConfig
+ const providerAllConfigured = arizeConfig && phoenixConfig && langSmithConfig && langFuseConfig && opikConfig && weaveConfig && aliyunConfig && mlflowConfig && databricksConfig && tencentConfig
+ const providerAllNotConfigured = !arizeConfig && !phoenixConfig && !langSmithConfig && !langFuseConfig && !opikConfig && !weaveConfig && !aliyunConfig && !mlflowConfig && !databricksConfig && !tencentConfig
const switchContent = (
= ({
/>
)
+ const mlflowPanel = (
+
+ )
+
+ const databricksPanel = (
+
+ )
+
const tencentPanel = (
= ({
if (aliyunConfig)
configuredPanels.push(aliyunPanel)
+ if (mlflowConfig)
+ configuredPanels.push(mlflowPanel)
+
+ if (databricksConfig)
+ configuredPanels.push(databricksPanel)
+
if (tencentConfig)
configuredPanels.push(tencentPanel)
@@ -251,6 +287,12 @@ const ConfigPopup: FC = ({
if (!aliyunConfig)
notConfiguredPanels.push(aliyunPanel)
+ if (!mlflowConfig)
+ notConfiguredPanels.push(mlflowPanel)
+
+ if (!databricksConfig)
+ notConfiguredPanels.push(databricksPanel)
+
if (!tencentConfig)
notConfiguredPanels.push(tencentPanel)
@@ -258,6 +300,10 @@ const ConfigPopup: FC = ({
}
const configuredProviderConfig = () => {
+ if (currentProvider === TracingProvider.mlflow)
+ return mlflowConfig
+ if (currentProvider === TracingProvider.databricks)
+ return databricksConfig
if (currentProvider === TracingProvider.arize)
return arizeConfig
if (currentProvider === TracingProvider.phoenix)
@@ -316,6 +362,8 @@ const ConfigPopup: FC = ({
{langfusePanel}
{langSmithPanel}
{opikPanel}
+ {mlflowPanel}
+ {databricksPanel}
{weavePanel}
{arizePanel}
{phoenixPanel}
diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config.ts b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config.ts
index 00f6224e9e..221ba2808f 100644
--- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config.ts
+++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config.ts
@@ -8,5 +8,7 @@ export const docURL = {
[TracingProvider.opik]: 'https://www.comet.com/docs/opik/tracing/integrations/dify#setup-instructions',
[TracingProvider.weave]: 'https://weave-docs.wandb.ai/',
[TracingProvider.aliyun]: 'https://help.aliyun.com/zh/arms/tracing-analysis/untitled-document-1750672984680',
+ [TracingProvider.mlflow]: 'https://mlflow.org/docs/latest/genai/',
+ [TracingProvider.databricks]: 'https://docs.databricks.com/aws/en/mlflow3/genai/tracing/',
[TracingProvider.tencent]: 'https://cloud.tencent.com/document/product/248/116531',
}
diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/panel.tsx b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/panel.tsx
index e1fd39fd48..2c17931b83 100644
--- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/panel.tsx
+++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/panel.tsx
@@ -8,12 +8,12 @@ import {
import { useTranslation } from 'react-i18next'
import { usePathname } from 'next/navigation'
import { useBoolean } from 'ahooks'
-import type { AliyunConfig, ArizeConfig, LangFuseConfig, LangSmithConfig, OpikConfig, PhoenixConfig, TencentConfig, WeaveConfig } from './type'
+import type { AliyunConfig, ArizeConfig, DatabricksConfig, LangFuseConfig, LangSmithConfig, MLflowConfig, OpikConfig, PhoenixConfig, TencentConfig, WeaveConfig } from './type'
import { TracingProvider } from './type'
import TracingIcon from './tracing-icon'
import ConfigButton from './config-button'
import cn from '@/utils/classnames'
-import { AliyunIcon, ArizeIcon, LangfuseIcon, LangsmithIcon, OpikIcon, PhoenixIcon, TencentIcon, WeaveIcon } from '@/app/components/base/icons/src/public/tracing'
+import { AliyunIcon, ArizeIcon, DatabricksIcon, LangfuseIcon, LangsmithIcon, MlflowIcon, OpikIcon, PhoenixIcon, TencentIcon, WeaveIcon } from '@/app/components/base/icons/src/public/tracing'
import Indicator from '@/app/components/header/indicator'
import { fetchTracingConfig as doFetchTracingConfig, fetchTracingStatus, updateTracingStatus } from '@/service/apps'
import type { TracingStatus } from '@/models/app'
@@ -71,6 +71,8 @@ const Panel: FC = () => {
[TracingProvider.opik]: OpikIcon,
[TracingProvider.weave]: WeaveIcon,
[TracingProvider.aliyun]: AliyunIcon,
+ [TracingProvider.mlflow]: MlflowIcon,
+ [TracingProvider.databricks]: DatabricksIcon,
[TracingProvider.tencent]: TencentIcon,
}
const InUseProviderIcon = inUseTracingProvider ? providerIconMap[inUseTracingProvider] : undefined
@@ -82,8 +84,10 @@ const Panel: FC = () => {
const [opikConfig, setOpikConfig] = useState(null)
const [weaveConfig, setWeaveConfig] = useState(null)
const [aliyunConfig, setAliyunConfig] = useState(null)
+ const [mlflowConfig, setMLflowConfig] = useState(null)
+ const [databricksConfig, setDatabricksConfig] = useState(null)
const [tencentConfig, setTencentConfig] = useState(null)
- const hasConfiguredTracing = !!(langSmithConfig || langFuseConfig || opikConfig || weaveConfig || arizeConfig || phoenixConfig || aliyunConfig || tencentConfig)
+ const hasConfiguredTracing = !!(langSmithConfig || langFuseConfig || opikConfig || weaveConfig || arizeConfig || phoenixConfig || aliyunConfig || mlflowConfig || databricksConfig || tencentConfig)
const fetchTracingConfig = async () => {
const getArizeConfig = async () => {
@@ -121,6 +125,16 @@ const Panel: FC = () => {
if (!aliyunHasNotConfig)
setAliyunConfig(aliyunConfig as AliyunConfig)
}
+ const getMLflowConfig = async () => {
+ const { tracing_config: mlflowConfig, has_not_configured: mlflowHasNotConfig } = await doFetchTracingConfig({ appId, provider: TracingProvider.mlflow })
+ if (!mlflowHasNotConfig)
+ setMLflowConfig(mlflowConfig as MLflowConfig)
+ }
+ const getDatabricksConfig = async () => {
+ const { tracing_config: databricksConfig, has_not_configured: databricksHasNotConfig } = await doFetchTracingConfig({ appId, provider: TracingProvider.databricks })
+ if (!databricksHasNotConfig)
+ setDatabricksConfig(databricksConfig as DatabricksConfig)
+ }
const getTencentConfig = async () => {
const { tracing_config: tencentConfig, has_not_configured: tencentHasNotConfig } = await doFetchTracingConfig({ appId, provider: TracingProvider.tencent })
if (!tencentHasNotConfig)
@@ -134,6 +148,8 @@ const Panel: FC = () => {
getOpikConfig(),
getWeaveConfig(),
getAliyunConfig(),
+ getMLflowConfig(),
+ getDatabricksConfig(),
getTencentConfig(),
])
}
@@ -174,6 +190,10 @@ const Panel: FC = () => {
setWeaveConfig(null)
else if (provider === TracingProvider.aliyun)
setAliyunConfig(null)
+ else if (provider === TracingProvider.mlflow)
+ setMLflowConfig(null)
+ else if (provider === TracingProvider.databricks)
+ setDatabricksConfig(null)
else if (provider === TracingProvider.tencent)
setTencentConfig(null)
if (provider === inUseTracingProvider) {
@@ -221,6 +241,8 @@ const Panel: FC = () => {
opikConfig={opikConfig}
weaveConfig={weaveConfig}
aliyunConfig={aliyunConfig}
+ mlflowConfig={mlflowConfig}
+ databricksConfig={databricksConfig}
tencentConfig={tencentConfig}
onConfigUpdated={handleTracingConfigUpdated}
onConfigRemoved={handleTracingConfigRemoved}
@@ -258,6 +280,8 @@ const Panel: FC = () => {
opikConfig={opikConfig}
weaveConfig={weaveConfig}
aliyunConfig={aliyunConfig}
+ mlflowConfig={mlflowConfig}
+ databricksConfig={databricksConfig}
tencentConfig={tencentConfig}
onConfigUpdated={handleTracingConfigUpdated}
onConfigRemoved={handleTracingConfigRemoved}
diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/provider-config-modal.tsx b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/provider-config-modal.tsx
index 9682bf6a07..7cf479f5a8 100644
--- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/provider-config-modal.tsx
+++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/provider-config-modal.tsx
@@ -4,7 +4,7 @@ import React, { useCallback, useState } from 'react'
import { useTranslation } from 'react-i18next'
import { useBoolean } from 'ahooks'
import Field from './field'
-import type { AliyunConfig, ArizeConfig, LangFuseConfig, LangSmithConfig, OpikConfig, PhoenixConfig, TencentConfig, WeaveConfig } from './type'
+import type { AliyunConfig, ArizeConfig, DatabricksConfig, LangFuseConfig, LangSmithConfig, MLflowConfig, OpikConfig, PhoenixConfig, TencentConfig, WeaveConfig } from './type'
import { TracingProvider } from './type'
import { docURL } from './config'
import {
@@ -22,10 +22,10 @@ import Divider from '@/app/components/base/divider'
type Props = {
appId: string
type: TracingProvider
- payload?: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | AliyunConfig | TencentConfig | null
+ payload?: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | AliyunConfig | MLflowConfig | DatabricksConfig | TencentConfig | null
onRemoved: () => void
onCancel: () => void
- onSaved: (payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | AliyunConfig | TencentConfig) => void
+ onSaved: (payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | AliyunConfig | MLflowConfig | DatabricksConfig | TencentConfig) => void
onChosen: (provider: TracingProvider) => void
}
@@ -77,6 +77,21 @@ const aliyunConfigTemplate = {
endpoint: '',
}
+const mlflowConfigTemplate = {
+ tracking_uri: '',
+ experiment_id: '',
+ username: '',
+ password: '',
+}
+
+const databricksConfigTemplate = {
+ experiment_id: '',
+ host: '',
+ client_id: '',
+ client_secret: '',
+ personal_access_token: '',
+}
+
const tencentConfigTemplate = {
token: '',
endpoint: '',
@@ -96,7 +111,7 @@ const ProviderConfigModal: FC = ({
const isEdit = !!payload
const isAdd = !isEdit
const [isSaving, setIsSaving] = useState(false)
- const [config, setConfig] = useState((() => {
+ const [config, setConfig] = useState((() => {
if (isEdit)
return payload
@@ -118,6 +133,12 @@ const ProviderConfigModal: FC = ({
else if (type === TracingProvider.aliyun)
return aliyunConfigTemplate
+ else if (type === TracingProvider.mlflow)
+ return mlflowConfigTemplate
+
+ else if (type === TracingProvider.databricks)
+ return databricksConfigTemplate
+
else if (type === TracingProvider.tencent)
return tencentConfigTemplate
@@ -211,6 +232,20 @@ const ProviderConfigModal: FC = ({
errorMessage = t('common.errorMsg.fieldRequired', { field: 'Endpoint' })
}
+ if (type === TracingProvider.mlflow) {
+ const postData = config as MLflowConfig
+ if (!errorMessage && !postData.tracking_uri)
+ errorMessage = t('common.errorMsg.fieldRequired', { field: 'Tracking URI' })
+ }
+
+ if (type === TracingProvider.databricks) {
+ const postData = config as DatabricksConfig
+ if (!errorMessage && !postData.experiment_id)
+ errorMessage = t('common.errorMsg.fieldRequired', { field: 'Experiment ID' })
+ if (!errorMessage && !postData.host)
+ errorMessage = t('common.errorMsg.fieldRequired', { field: 'Host' })
+ }
+
if (type === TracingProvider.tencent) {
const postData = config as TencentConfig
if (!errorMessage && !postData.token)
@@ -513,6 +548,81 @@ const ProviderConfigModal: FC = ({
/>
>
)}
+ {type === TracingProvider.mlflow && (
+ <>
+
+
+
+
+ >
+ )}
+ {type === TracingProvider.databricks && (
+ <>
+
+
+
+
+
+ >
+ )}
= ({
>
{t('common.operation.remove')}
-
+
>
)}
-
diff --git a/web/app/components/app-sidebar/app-info.tsx b/web/app/components/app-sidebar/app-info.tsx
index c2bda8d8fc..f143c2fcef 100644
--- a/web/app/components/app-sidebar/app-info.tsx
+++ b/web/app/components/app-sidebar/app-info.tsx
@@ -239,7 +239,7 @@ const AppInfo = ({ expand, onlyShowDetail = false, openState = false, onDetailEx
const secondaryOperations: Operation[] = [
// Import DSL (conditional)
- ...(appDetail.mode !== AppModeEnum.AGENT_CHAT && (appDetail.mode === AppModeEnum.ADVANCED_CHAT || appDetail.mode === AppModeEnum.WORKFLOW)) ? [{
+ ...(appDetail.mode === AppModeEnum.ADVANCED_CHAT || appDetail.mode === AppModeEnum.WORKFLOW) ? [{
id: 'import',
title: t('workflow.common.importDSL'),
icon:
,
@@ -271,7 +271,7 @@ const AppInfo = ({ expand, onlyShowDetail = false, openState = false, onDetailEx
]
// Keep the switch operation separate as it's not part of the main operations
- const switchOperation = (appDetail.mode !== AppModeEnum.AGENT_CHAT && (appDetail.mode === AppModeEnum.COMPLETION || appDetail.mode === AppModeEnum.CHAT)) ? {
+ const switchOperation = (appDetail.mode === AppModeEnum.COMPLETION || appDetail.mode === AppModeEnum.CHAT) ? {
id: 'switch',
title: t('app.switch'),
icon:
,
diff --git a/web/app/components/app/annotation/index.tsx b/web/app/components/app/annotation/index.tsx
index 8718890e35..32d0c799fc 100644
--- a/web/app/components/app/annotation/index.tsx
+++ b/web/app/components/app/annotation/index.tsx
@@ -139,7 +139,7 @@ const Annotation: FC
= (props) => {
return (
{t('appLog.description')}
-
+
{isChatApp && (
diff --git a/web/app/components/app/annotation/list.tsx b/web/app/components/app/annotation/list.tsx
index 70ecedb869..4135b4362e 100644
--- a/web/app/components/app/annotation/list.tsx
+++ b/web/app/components/app/annotation/list.tsx
@@ -54,95 +54,97 @@ const List: FC
= ({
}, [isAllSelected, list, selectedIds, onSelectedIdsChange])
return (
-
-
-
-
- |
-
- |
- {t('appAnnotation.table.header.question')} |
- {t('appAnnotation.table.header.answer')} |
- {t('appAnnotation.table.header.createdAt')} |
- {t('appAnnotation.table.header.hits')} |
- {t('appAnnotation.table.header.actions')} |
-
-
-
- {list.map(item => (
- {
- onView(item)
- }
- }
- >
- e.stopPropagation()}>
+ <>
+
+
+
+
+ |
{
- if (selectedIds.includes(item.id))
- onSelectedIdsChange(selectedIds.filter(id => id !== item.id))
- else
- onSelectedIdsChange([...selectedIds, item.id])
- }}
+ checked={isAllSelected}
+ indeterminate={!isAllSelected && isSomeSelected}
+ onCheck={handleSelectAll}
/>
|
- {item.question} |
- {item.answer} |
- {formatTime(item.created_at, t('appLog.dateTimeFormat') as string)} |
- {item.hit_count} |
- e.stopPropagation()}>
- {/* Actions */}
-
- onView(item)}>
-
-
- {
- setCurrId(item.id)
- setShowConfirmDelete(true)
- }}
- >
-
-
-
- |
+ {t('appAnnotation.table.header.question')} |
+ {t('appAnnotation.table.header.answer')} |
+ {t('appAnnotation.table.header.createdAt')} |
+ {t('appAnnotation.table.header.hits')} |
+ {t('appAnnotation.table.header.actions')} |
- ))}
-
-
- setShowConfirmDelete(false)}
- onRemove={() => {
- onRemove(currId as string)
- setShowConfirmDelete(false)
- }}
- />
+
+
+ {list.map(item => (
+ {
+ onView(item)
+ }
+ }
+ >
+ | e.stopPropagation()}>
+ {
+ if (selectedIds.includes(item.id))
+ onSelectedIdsChange(selectedIds.filter(id => id !== item.id))
+ else
+ onSelectedIdsChange([...selectedIds, item.id])
+ }}
+ />
+ |
+ {item.question} |
+ {item.answer} |
+ {formatTime(item.created_at, t('appLog.dateTimeFormat') as string)} |
+ {item.hit_count} |
+ e.stopPropagation()}>
+ {/* Actions */}
+
+ onView(item)}>
+
+
+ {
+ setCurrId(item.id)
+ setShowConfirmDelete(true)
+ }}
+ >
+
+
+
+ |
+
+ ))}
+
+ |
+
setShowConfirmDelete(false)}
+ onRemove={() => {
+ onRemove(currId as string)
+ setShowConfirmDelete(false)
+ }}
+ />
+
{selectedIds.length > 0 && (
)}
-
+ >
)
}
export default React.memo(List)
diff --git a/web/app/components/app/app-publisher/index.tsx b/web/app/components/app/app-publisher/index.tsx
index 64ce869c5d..a11af3b816 100644
--- a/web/app/components/app/app-publisher/index.tsx
+++ b/web/app/components/app/app-publisher/index.tsx
@@ -49,6 +49,7 @@ import { fetchInstalledAppList } from '@/service/explore'
import { AppModeEnum } from '@/types/app'
import type { PublishWorkflowParams } from '@/types/workflow'
import { basePath } from '@/utils/var'
+import UpgradeBtn from '@/app/components/billing/upgrade-btn'
const ACCESS_MODE_MAP: Record = {
[AccessMode.ORGANIZATION]: {
@@ -106,6 +107,7 @@ export type AppPublisherProps = {
workflowToolAvailable?: boolean
missingStartNode?: boolean
hasTriggerNode?: boolean // Whether workflow currently contains any trigger nodes (used to hide missing-start CTA when triggers exist).
+ startNodeLimitExceeded?: boolean
}
const PUBLISH_SHORTCUT = ['ctrl', '⇧', 'P']
@@ -127,6 +129,7 @@ const AppPublisher = ({
workflowToolAvailable = true,
missingStartNode = false,
hasTriggerNode = false,
+ startNodeLimitExceeded = false,
}: AppPublisherProps) => {
const { t } = useTranslation()
@@ -246,6 +249,13 @@ const AppPublisher = ({
const hasPublishedVersion = !!publishedAt
const workflowToolDisabled = !hasPublishedVersion || !workflowToolAvailable
const workflowToolMessage = workflowToolDisabled ? t('workflow.common.workflowAsToolDisabledHint') : undefined
+ const showStartNodeLimitHint = Boolean(startNodeLimitExceeded)
+ const upgradeHighlightStyle = useMemo(() => ({
+ background: 'linear-gradient(97deg, var(--components-input-border-active-prompt-1, rgba(11, 165, 236, 0.95)) -3.64%, var(--components-input-border-active-prompt-2, rgba(21, 90, 239, 0.95)) 45.14%)',
+ WebkitBackgroundClip: 'text',
+ backgroundClip: 'text',
+ WebkitTextFillColor: 'transparent',
+ }), [])
return (
<>
@@ -304,29 +314,49 @@ const AppPublisher = ({
/>
)
: (
-