diff --git a/.claude/settings.json.example b/.claude/settings.json.example new file mode 100644 index 0000000000..1149895340 --- /dev/null +++ b/.claude/settings.json.example @@ -0,0 +1,19 @@ +{ + "permissions": { + "allow": [], + "deny": [] + }, + "env": { + "__comment": "Environment variables for MCP servers. Override in .claude/settings.local.json with actual values.", + "GITHUB_PERSONAL_ACCESS_TOKEN": "ghp_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx" + }, + "enabledMcpjsonServers": [ + "context7", + "sequential-thinking", + "github", + "fetch", + "playwright", + "ide" + ], + "enableAllProjectMcpServers": true + } \ No newline at end of file diff --git a/.devcontainer/post_create_command.sh b/.devcontainer/post_create_command.sh index 39a653953e..2fef313f72 100755 --- a/.devcontainer/post_create_command.sh +++ b/.devcontainer/post_create_command.sh @@ -1,6 +1,6 @@ #!/bin/bash -npm add -g pnpm@10.15.0 +corepack enable cd web && pnpm install pipx install uv diff --git a/.github/workflows/api-tests.yml b/.github/workflows/api-tests.yml index 28ef67a133..4debc33229 100644 --- a/.github/workflows/api-tests.yml +++ b/.github/workflows/api-tests.yml @@ -1,13 +1,7 @@ name: Run Pytest on: - pull_request: - branches: - - main - paths: - - api/** - - docker/** - - .github/workflows/api-tests.yml + workflow_call: concurrency: group: api-tests-${{ github.head_ref || github.run_id }} diff --git a/.github/workflows/autofix.yml b/.github/workflows/autofix.yml index 716c29957c..82ba95444f 100644 --- a/.github/workflows/autofix.yml +++ b/.github/workflows/autofix.yml @@ -1,9 +1,7 @@ name: autofix.ci on: - workflow_call: pull_request: - push: - branches: [ "main" ] + branches: ["main"] permissions: contents: read @@ -17,7 +15,7 @@ jobs: # Use uv to ensure we have the same ruff version in CI and locally. - uses: astral-sh/setup-uv@v6 with: - python-version: "3.12" + python-version: "3.12" - run: | cd api uv sync --dev @@ -28,6 +26,7 @@ jobs: - name: ast-grep run: | uvx --from ast-grep-cli sg --pattern 'db.session.query($WHATEVER).filter($HERE)' --rewrite 'db.session.query($WHATEVER).where($HERE)' -l py --update-all + uvx --from ast-grep-cli sg --pattern 'session.query($WHATEVER).filter($HERE)' --rewrite 'session.query($WHATEVER).where($HERE)' -l py --update-all - name: mdformat run: | uvx mdformat . diff --git a/.github/workflows/db-migration-test.yml b/.github/workflows/db-migration-test.yml index e8ff85e95c..b9961a4714 100644 --- a/.github/workflows/db-migration-test.yml +++ b/.github/workflows/db-migration-test.yml @@ -1,13 +1,7 @@ name: DB Migration Test on: - pull_request: - branches: - - main - - plugins/beta - paths: - - api/migrations/** - - .github/workflows/db-migration-test.yml + workflow_call: concurrency: group: db-migration-test-${{ github.ref }} @@ -33,6 +27,12 @@ jobs: - 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 run: | diff --git a/.github/workflows/main-ci.yml b/.github/workflows/main-ci.yml new file mode 100644 index 0000000000..876ec23a3d --- /dev/null +++ b/.github/workflows/main-ci.yml @@ -0,0 +1,78 @@ +name: Main CI Pipeline + +on: + pull_request: + branches: ["main"] + push: + branches: ["main"] + +permissions: + contents: write + pull-requests: write + checks: write + statuses: write + +concurrency: + group: main-ci-${{ github.head_ref || github.run_id }} + cancel-in-progress: true + +jobs: + # Check which paths were changed to determine which tests to run + check-changes: + name: Check Changed Files + runs-on: ubuntu-latest + outputs: + api-changed: ${{ steps.changes.outputs.api }} + web-changed: ${{ steps.changes.outputs.web }} + vdb-changed: ${{ steps.changes.outputs.vdb }} + migration-changed: ${{ steps.changes.outputs.migration }} + steps: + - uses: actions/checkout@v4 + - uses: dorny/paths-filter@v3 + id: changes + with: + filters: | + api: + - 'api/**' + - 'docker/**' + - '.github/workflows/api-tests.yml' + web: + - 'web/**' + vdb: + - 'api/core/rag/datasource/**' + - 'docker/**' + - '.github/workflows/vdb-tests.yml' + - 'api/uv.lock' + - 'api/pyproject.toml' + migration: + - 'api/migrations/**' + - '.github/workflows/db-migration-test.yml' + + # Run tests in parallel + api-tests: + name: API Tests + needs: check-changes + if: needs.check-changes.outputs.api-changed == 'true' + uses: ./.github/workflows/api-tests.yml + + web-tests: + name: Web Tests + needs: check-changes + if: needs.check-changes.outputs.web-changed == 'true' + uses: ./.github/workflows/web-tests.yml + + style-check: + name: Style Check + uses: ./.github/workflows/style.yml + + vdb-tests: + name: VDB Tests + needs: check-changes + if: needs.check-changes.outputs.vdb-changed == 'true' + uses: ./.github/workflows/vdb-tests.yml + + db-migration-test: + name: DB Migration Test + needs: check-changes + if: needs.check-changes.outputs.migration-changed == 'true' + uses: ./.github/workflows/db-migration-test.yml diff --git a/.github/workflows/style.yml b/.github/workflows/style.yml index 8d0ec35ca1..9c79dbc57e 100644 --- a/.github/workflows/style.yml +++ b/.github/workflows/style.yml @@ -1,9 +1,7 @@ name: Style check on: - pull_request: - branches: - - main + workflow_call: concurrency: group: style-${{ github.head_ref || github.run_id }} @@ -46,21 +44,10 @@ jobs: if: steps.changed-files.outputs.any_changed == 'true' run: uv sync --project api --dev - - name: Ruff check - if: steps.changed-files.outputs.any_changed == 'true' - run: | - uv run --directory api ruff --version - uv run --directory api ruff check ./ - uv run --directory api ruff format --check ./ - - name: Dotenv check if: steps.changed-files.outputs.any_changed == 'true' run: uv run --project api dotenv-linter ./api/.env.example ./web/.env.example - - name: Lint hints - if: failure() - run: echo "Please run 'dev/reformat' to fix the fixable linting errors." - web-style: name: Web Style runs-on: ubuntu-latest @@ -102,7 +89,9 @@ jobs: - name: Web style check if: steps.changed-files.outputs.any_changed == 'true' working-directory: ./web - run: pnpm run lint + run: | + pnpm run lint + pnpm run eslint docker-compose-template: name: Docker Compose Template diff --git a/.github/workflows/vdb-tests.yml b/.github/workflows/vdb-tests.yml index f2ca09fba2..f54f5d6c64 100644 --- a/.github/workflows/vdb-tests.yml +++ b/.github/workflows/vdb-tests.yml @@ -1,15 +1,7 @@ name: Run VDB Tests on: - pull_request: - branches: - - main - paths: - - api/core/rag/datasource/** - - docker/** - - .github/workflows/vdb-tests.yml - - api/uv.lock - - api/pyproject.toml + workflow_call: concurrency: group: vdb-tests-${{ github.head_ref || github.run_id }} diff --git a/.github/workflows/web-tests.yml b/.github/workflows/web-tests.yml index d104d69947..e25ae2302f 100644 --- a/.github/workflows/web-tests.yml +++ b/.github/workflows/web-tests.yml @@ -1,11 +1,7 @@ name: Web Tests on: - pull_request: - branches: - - main - paths: - - web/** + workflow_call: concurrency: group: web-tests-${{ github.head_ref || github.run_id }} diff --git a/.mcp.json b/.mcp.json new file mode 100644 index 0000000000..8eceaf9ead --- /dev/null +++ b/.mcp.json @@ -0,0 +1,34 @@ +{ + "mcpServers": { + "context7": { + "type": "http", + "url": "https://mcp.context7.com/mcp" + }, + "sequential-thinking": { + "type": "stdio", + "command": "npx", + "args": ["-y", "@modelcontextprotocol/server-sequential-thinking"], + "env": {} + }, + "github": { + "type": "stdio", + "command": "npx", + "args": ["-y", "@modelcontextprotocol/server-github"], + "env": { + "GITHUB_PERSONAL_ACCESS_TOKEN": "${GITHUB_PERSONAL_ACCESS_TOKEN}" + } + }, + "fetch": { + "type": "stdio", + "command": "uvx", + "args": ["mcp-server-fetch"], + "env": {} + }, + "playwright": { + "type": "stdio", + "command": "npx", + "args": ["-y", "@playwright/mcp@latest"], + "env": {} + } + } + } \ No newline at end of file diff --git a/AGENTS.md b/AGENTS.md new file mode 120000 index 0000000000..681311eb9c --- /dev/null +++ b/AGENTS.md @@ -0,0 +1 @@ +CLAUDE.md \ No newline at end of file diff --git a/CLAUDE.md b/CLAUDE.md index fd437d7bf0..1b649ca9a0 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -86,3 +86,4 @@ pnpm test # Run Jest tests ## Project-Specific Conventions - All async tasks use Celery with Redis as broker +- **Internationalization**: Frontend supports multiple languages with English (`web/i18n/en-US/`) as the source. All user-facing text must use i18n keys, no hardcoded strings. Edit corresponding module files in `en-US/` directory for translations. diff --git a/api/.ruff.toml b/api/.ruff.toml index db6872b9c8..9668dc9f76 100644 --- a/api/.ruff.toml +++ b/api/.ruff.toml @@ -43,6 +43,7 @@ select = [ "S302", # suspicious-marshal-usage, disallow use of `marshal` module "S311", # suspicious-non-cryptographic-random-usage "G001", # don't use str format to logging messages + "G003", # don't use + in logging messages "G004", # don't use f-strings to format logging messages ] diff --git a/api/child_class.py b/api/child_class.py new file mode 100644 index 0000000000..b210607b92 --- /dev/null +++ b/api/child_class.py @@ -0,0 +1,11 @@ +from tests.integration_tests.utils.parent_class import ParentClass + + +class ChildClass(ParentClass): + """Test child class for module import helper tests""" + + def __init__(self, name): + super().__init__(name) + + def get_name(self): + return f"Child: {self.name}" diff --git a/api/commands.py b/api/commands.py index 6b38e34b9b..89fef39d25 100644 --- a/api/commands.py +++ b/api/commands.py @@ -38,6 +38,8 @@ from services.plugin.data_migration import PluginDataMigration from services.plugin.plugin_migration import PluginMigration from tasks.remove_app_and_related_data_task import delete_draft_variables_batch +logger = logging.getLogger(__name__) + @click.command("reset-password", help="Reset the account password.") @click.option("--email", prompt=True, help="Account email to reset password for") @@ -685,7 +687,7 @@ def upgrade_db(): click.echo(click.style("Database migration successful!", fg="green")) except Exception: - logging.exception("Failed to execute database migration") + logger.exception("Failed to execute database migration") finally: lock.release() else: @@ -733,7 +735,7 @@ where sites.id is null limit 1000""" except Exception: failed_app_ids.append(app_id) click.echo(click.style(f"Failed to fix missing site for app {app_id}", fg="red")) - logging.exception("Failed to fix app related site missing issue, app_id: %s", app_id) + logger.exception("Failed to fix app related site missing issue, app_id: %s", app_id) continue if not processed_count: diff --git a/api/configs/middleware/__init__.py b/api/configs/middleware/__init__.py index ba8bbc7135..4751b96010 100644 --- a/api/configs/middleware/__init__.py +++ b/api/configs/middleware/__init__.py @@ -215,6 +215,7 @@ class DatabaseConfig(BaseSettings): "pool_pre_ping": self.SQLALCHEMY_POOL_PRE_PING, "connect_args": connect_args, "pool_use_lifo": self.SQLALCHEMY_POOL_USE_LIFO, + "pool_reset_on_return": None, } diff --git a/api/controllers/console/__init__.py b/api/controllers/console/__init__.py index e25f92399c..5ad7645969 100644 --- a/api/controllers/console/__init__.py +++ b/api/controllers/console/__init__.py @@ -70,7 +70,7 @@ from .app import ( ) # Import auth controllers -from .auth import activate, data_source_bearer_auth, data_source_oauth, forgot_password, login, oauth +from .auth import activate, data_source_bearer_auth, data_source_oauth, forgot_password, login, oauth, oauth_server # Import billing controllers from .billing import billing, compliance diff --git a/api/controllers/console/admin.py b/api/controllers/console/admin.py index 7e5c28200a..cae2d7cbe3 100644 --- a/api/controllers/console/admin.py +++ b/api/controllers/console/admin.py @@ -130,15 +130,19 @@ class InsertExploreAppApi(Resource): app.is_public = False with Session(db.engine) as session: - installed_apps = session.execute( - select(InstalledApp).where( - InstalledApp.app_id == recommended_app.app_id, - InstalledApp.tenant_id != InstalledApp.app_owner_tenant_id, + installed_apps = ( + session.execute( + select(InstalledApp).where( + InstalledApp.app_id == recommended_app.app_id, + InstalledApp.tenant_id != InstalledApp.app_owner_tenant_id, + ) ) - ).all() + .scalars() + .all() + ) - for installed_app in installed_apps: - db.session.delete(installed_app) + for installed_app in installed_apps: + session.delete(installed_app) db.session.delete(recommended_app) db.session.commit() diff --git a/api/controllers/console/app/audio.py b/api/controllers/console/app/audio.py index ea1869a587..aaf5c3dfaa 100644 --- a/api/controllers/console/app/audio.py +++ b/api/controllers/console/app/audio.py @@ -31,6 +31,8 @@ from services.errors.audio import ( UnsupportedAudioTypeServiceError, ) +logger = logging.getLogger(__name__) + class ChatMessageAudioApi(Resource): @setup_required @@ -49,7 +51,7 @@ class ChatMessageAudioApi(Resource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -70,7 +72,7 @@ class ChatMessageAudioApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle post request to ChatMessageAudioApi") + logger.exception("Failed to handle post request to ChatMessageAudioApi") raise InternalServerError() @@ -97,7 +99,7 @@ class ChatMessageTextApi(Resource): ) return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -118,7 +120,7 @@ class ChatMessageTextApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle post request to ChatMessageTextApi") + logger.exception("Failed to handle post request to ChatMessageTextApi") raise InternalServerError() @@ -160,7 +162,7 @@ class TextModesApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle get request to TextModesApi") + logger.exception("Failed to handle get request to TextModesApi") raise InternalServerError() diff --git a/api/controllers/console/app/completion.py b/api/controllers/console/app/completion.py index bd5e7d0924..701ebb0b4a 100644 --- a/api/controllers/console/app/completion.py +++ b/api/controllers/console/app/completion.py @@ -34,6 +34,8 @@ from models.model import AppMode from services.app_generate_service import AppGenerateService from services.errors.llm import InvokeRateLimitError +logger = logging.getLogger(__name__) + # define completion message api for user class CompletionMessageApi(Resource): @@ -67,7 +69,7 @@ class CompletionMessageApi(Resource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -80,7 +82,7 @@ class CompletionMessageApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -134,7 +136,7 @@ class ChatMessageApi(Resource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -149,7 +151,7 @@ class ChatMessageApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/console/app/message.py b/api/controllers/console/app/message.py index 57cc825fe9..f0605a37f9 100644 --- a/api/controllers/console/app/message.py +++ b/api/controllers/console/app/message.py @@ -3,6 +3,7 @@ import logging from flask_login import current_user from flask_restx import Resource, fields, marshal_with, reqparse from flask_restx.inputs import int_range +from sqlalchemy import exists, select from werkzeug.exceptions import Forbidden, InternalServerError, NotFound from controllers.console import api @@ -33,6 +34,8 @@ from services.errors.conversation import ConversationNotExistsError from services.errors.message import MessageNotExistsError, SuggestedQuestionsAfterAnswerDisabledError from services.message_service import MessageService +logger = logging.getLogger(__name__) + class ChatMessageListApi(Resource): message_infinite_scroll_pagination_fields = { @@ -92,21 +95,22 @@ class ChatMessageListApi(Resource): .all() ) - has_more = False + # Initialize has_more based on whether we have a full page if len(history_messages) == args["limit"]: current_page_first_message = history_messages[-1] - rest_count = ( - db.session.query(Message) - .where( - Message.conversation_id == conversation.id, - Message.created_at < current_page_first_message.created_at, - Message.id != current_page_first_message.id, + # Check if there are more messages before the current page + has_more = db.session.scalar( + select( + exists().where( + Message.conversation_id == conversation.id, + Message.created_at < current_page_first_message.created_at, + Message.id != current_page_first_message.id, + ) ) - .count() ) - - if rest_count > 0: - has_more = True + else: + # If we don't have a full page, there are no more messages + has_more = False history_messages = list(reversed(history_messages)) @@ -126,7 +130,7 @@ class MessageFeedbackApi(Resource): message_id = str(args["message_id"]) - message = db.session.query(Message).filter(Message.id == message_id, Message.app_id == app_model.id).first() + message = db.session.query(Message).where(Message.id == message_id, Message.app_id == app_model.id).first() if not message: raise NotFound("Message Not Exists.") @@ -215,7 +219,7 @@ class MessageSuggestedQuestionApi(Resource): except SuggestedQuestionsAfterAnswerDisabledError: raise AppSuggestedQuestionsAfterAnswerDisabledError() except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() return {"data": questions} diff --git a/api/controllers/console/app/workflow.py b/api/controllers/console/app/workflow.py index e840c00283..e36f308bd4 100644 --- a/api/controllers/console/app/workflow.py +++ b/api/controllers/console/app/workflow.py @@ -208,7 +208,7 @@ class AdvancedChatDraftWorkflowRunApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -244,7 +244,7 @@ class AdvancedChatDraftRunIterationNodeApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -280,7 +280,7 @@ class WorkflowDraftRunIterationNodeApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -317,7 +317,7 @@ class AdvancedChatDraftRunLoopNodeApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -354,7 +354,7 @@ class WorkflowDraftRunLoopNodeApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/console/auth/data_source_oauth.py b/api/controllers/console/auth/data_source_oauth.py index d4cf20549a..35a91a52ea 100644 --- a/api/controllers/console/auth/data_source_oauth.py +++ b/api/controllers/console/auth/data_source_oauth.py @@ -13,6 +13,8 @@ from libs.oauth_data_source import NotionOAuth from ..wraps import account_initialization_required, setup_required +logger = logging.getLogger(__name__) + def get_oauth_providers(): with current_app.app_context(): @@ -80,7 +82,7 @@ class OAuthDataSourceBinding(Resource): try: oauth_provider.get_access_token(code) except requests.exceptions.HTTPError as e: - logging.exception( + logger.exception( "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text ) return {"error": "OAuth data source process failed"}, 400 @@ -103,7 +105,7 @@ class OAuthDataSourceSync(Resource): try: oauth_provider.sync_data_source(binding_id) except requests.exceptions.HTTPError as e: - logging.exception( + logger.exception( "An error occurred during the OAuthCallback process with %s: %s", provider, e.response.text ) return {"error": "OAuth data source process failed"}, 400 diff --git a/api/controllers/console/auth/oauth.py b/api/controllers/console/auth/oauth.py index 3c76394cf9..40c62f1f3e 100644 --- a/api/controllers/console/auth/oauth.py +++ b/api/controllers/console/auth/oauth.py @@ -24,6 +24,8 @@ from services.feature_service import FeatureService from .. import api +logger = logging.getLogger(__name__) + def get_oauth_providers(): with current_app.app_context(): @@ -80,7 +82,7 @@ class OAuthCallback(Resource): user_info = oauth_provider.get_user_info(token) except requests.exceptions.RequestException as e: error_text = e.response.text if e.response else str(e) - logging.exception("An error occurred during the OAuth process with %s: %s", provider, error_text) + logger.exception("An error occurred during the OAuth process with %s: %s", provider, error_text) return {"error": "OAuth process failed"}, 400 if invite_token and RegisterService.is_valid_invite_token(invite_token): diff --git a/api/controllers/console/auth/oauth_server.py b/api/controllers/console/auth/oauth_server.py new file mode 100644 index 0000000000..f730cfa3fe --- /dev/null +++ b/api/controllers/console/auth/oauth_server.py @@ -0,0 +1,187 @@ +from functools import wraps +from typing import cast + +import flask_login +from flask import request +from flask_restx import Resource, reqparse +from werkzeug.exceptions import BadRequest, NotFound + +from controllers.console.wraps import account_initialization_required, setup_required +from core.model_runtime.utils.encoders import jsonable_encoder +from libs.login import login_required +from models.account import Account +from models.model import OAuthProviderApp +from services.oauth_server import OAUTH_ACCESS_TOKEN_EXPIRES_IN, OAuthGrantType, OAuthServerService + +from .. import api + + +def oauth_server_client_id_required(view): + @wraps(view) + def decorated(*args, **kwargs): + parser = reqparse.RequestParser() + parser.add_argument("client_id", type=str, required=True, location="json") + parsed_args = parser.parse_args() + client_id = parsed_args.get("client_id") + if not client_id: + raise BadRequest("client_id is required") + + oauth_provider_app = OAuthServerService.get_oauth_provider_app(client_id) + if not oauth_provider_app: + raise NotFound("client_id is invalid") + + kwargs["oauth_provider_app"] = oauth_provider_app + + return view(*args, **kwargs) + + return decorated + + +def oauth_server_access_token_required(view): + @wraps(view) + def decorated(*args, **kwargs): + oauth_provider_app = kwargs.get("oauth_provider_app") + if not oauth_provider_app or not isinstance(oauth_provider_app, OAuthProviderApp): + raise BadRequest("Invalid oauth_provider_app") + + authorization_header = request.headers.get("Authorization") + if not authorization_header: + raise BadRequest("Authorization header is required") + + parts = authorization_header.strip().split(" ") + if len(parts) != 2: + raise BadRequest("Invalid Authorization header format") + + token_type = parts[0].strip() + if token_type.lower() != "bearer": + raise BadRequest("token_type is invalid") + + access_token = parts[1].strip() + if not access_token: + raise BadRequest("access_token is required") + + account = OAuthServerService.validate_oauth_access_token(oauth_provider_app.client_id, access_token) + if not account: + raise BadRequest("access_token or client_id is invalid") + + kwargs["account"] = account + + return view(*args, **kwargs) + + return decorated + + +class OAuthServerAppApi(Resource): + @setup_required + @oauth_server_client_id_required + def post(self, oauth_provider_app: OAuthProviderApp): + parser = reqparse.RequestParser() + parser.add_argument("redirect_uri", type=str, required=True, location="json") + parsed_args = parser.parse_args() + redirect_uri = parsed_args.get("redirect_uri") + + # check if redirect_uri is valid + if redirect_uri not in oauth_provider_app.redirect_uris: + raise BadRequest("redirect_uri is invalid") + + return jsonable_encoder( + { + "app_icon": oauth_provider_app.app_icon, + "app_label": oauth_provider_app.app_label, + "scope": oauth_provider_app.scope, + } + ) + + +class OAuthServerUserAuthorizeApi(Resource): + @setup_required + @login_required + @account_initialization_required + @oauth_server_client_id_required + def post(self, oauth_provider_app: OAuthProviderApp): + account = cast(Account, flask_login.current_user) + user_account_id = account.id + + code = OAuthServerService.sign_oauth_authorization_code(oauth_provider_app.client_id, user_account_id) + return jsonable_encoder( + { + "code": code, + } + ) + + +class OAuthServerUserTokenApi(Resource): + @setup_required + @oauth_server_client_id_required + def post(self, oauth_provider_app: OAuthProviderApp): + parser = reqparse.RequestParser() + parser.add_argument("grant_type", type=str, required=True, location="json") + parser.add_argument("code", type=str, required=False, location="json") + parser.add_argument("client_secret", type=str, required=False, location="json") + parser.add_argument("redirect_uri", type=str, required=False, location="json") + parser.add_argument("refresh_token", type=str, required=False, location="json") + parsed_args = parser.parse_args() + + try: + grant_type = OAuthGrantType(parsed_args["grant_type"]) + except ValueError: + raise BadRequest("invalid grant_type") + + if grant_type == OAuthGrantType.AUTHORIZATION_CODE: + if not parsed_args["code"]: + raise BadRequest("code is required") + + if parsed_args["client_secret"] != oauth_provider_app.client_secret: + raise BadRequest("client_secret is invalid") + + if parsed_args["redirect_uri"] not in oauth_provider_app.redirect_uris: + raise BadRequest("redirect_uri is invalid") + + access_token, refresh_token = OAuthServerService.sign_oauth_access_token( + grant_type, code=parsed_args["code"], client_id=oauth_provider_app.client_id + ) + return jsonable_encoder( + { + "access_token": access_token, + "token_type": "Bearer", + "expires_in": OAUTH_ACCESS_TOKEN_EXPIRES_IN, + "refresh_token": refresh_token, + } + ) + elif grant_type == OAuthGrantType.REFRESH_TOKEN: + if not parsed_args["refresh_token"]: + raise BadRequest("refresh_token is required") + + access_token, refresh_token = OAuthServerService.sign_oauth_access_token( + grant_type, refresh_token=parsed_args["refresh_token"], client_id=oauth_provider_app.client_id + ) + return jsonable_encoder( + { + "access_token": access_token, + "token_type": "Bearer", + "expires_in": OAUTH_ACCESS_TOKEN_EXPIRES_IN, + "refresh_token": refresh_token, + } + ) + + +class OAuthServerUserAccountApi(Resource): + @setup_required + @oauth_server_client_id_required + @oauth_server_access_token_required + def post(self, oauth_provider_app: OAuthProviderApp, account: Account): + return jsonable_encoder( + { + "name": account.name, + "email": account.email, + "avatar": account.avatar, + "interface_language": account.interface_language, + "timezone": account.timezone, + } + ) + + +api.add_resource(OAuthServerAppApi, "/oauth/provider") +api.add_resource(OAuthServerUserAuthorizeApi, "/oauth/provider/authorize") +api.add_resource(OAuthServerUserTokenApi, "/oauth/provider/token") +api.add_resource(OAuthServerUserAccountApi, "/oauth/provider/account") diff --git a/api/controllers/console/datasets/datasets_document.py b/api/controllers/console/datasets/datasets_document.py index f823ed603b..22bb81f9e3 100644 --- a/api/controllers/console/datasets/datasets_document.py +++ b/api/controllers/console/datasets/datasets_document.py @@ -54,6 +54,8 @@ from models import Dataset, DatasetProcessRule, Document, DocumentSegment, Uploa from services.dataset_service import DatasetService, DocumentService from services.entities.knowledge_entities.knowledge_entities import KnowledgeConfig +logger = logging.getLogger(__name__) + class DocumentResource(Resource): def get_document(self, dataset_id: str, document_id: str) -> Document: @@ -352,9 +354,6 @@ class DatasetInitApi(Resource): parser.add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json") args = parser.parse_args() - # The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator - if not current_user.is_dataset_editor: - raise Forbidden() knowledge_config = KnowledgeConfig(**args) if knowledge_config.indexing_technique == "high_quality": if knowledge_config.embedding_model is None or knowledge_config.embedding_model_provider is None: @@ -468,25 +467,11 @@ class DocumentBatchIndexingEstimateApi(DocumentResource): return {"tokens": 0, "total_price": 0, "currency": "USD", "total_segments": 0, "preview": []}, 200 data_process_rule = documents[0].dataset_process_rule data_process_rule_dict = data_process_rule.to_dict() - info_list = [] extract_settings = [] for document in documents: if document.indexing_status in {"completed", "error"}: raise DocumentAlreadyFinishedError() data_source_info = document.data_source_info_dict - # format document files info - if data_source_info and "upload_file_id" in data_source_info: - file_id = data_source_info["upload_file_id"] - info_list.append(file_id) - # format document notion info - elif ( - data_source_info and "notion_workspace_id" in data_source_info and "notion_page_id" in data_source_info - ): - pages = [] - page = {"page_id": data_source_info["notion_page_id"], "type": data_source_info["type"]} - pages.append(page) - notion_info = {"workspace_id": data_source_info["notion_workspace_id"], "pages": pages} - info_list.append(notion_info) if document.data_source_type == "upload_file": file_id = data_source_info["upload_file_id"] @@ -966,7 +951,7 @@ class DocumentRetryApi(DocumentResource): raise DocumentAlreadyFinishedError() retry_documents.append(document) except Exception: - logging.exception("Failed to retry document, document id: %s", document_id) + logger.exception("Failed to retry document, document id: %s", document_id) continue # retry document DocumentService.retry_document(dataset_id, retry_documents) diff --git a/api/controllers/console/datasets/hit_testing_base.py b/api/controllers/console/datasets/hit_testing_base.py index 304674db5f..cfbfc50873 100644 --- a/api/controllers/console/datasets/hit_testing_base.py +++ b/api/controllers/console/datasets/hit_testing_base.py @@ -23,6 +23,8 @@ from fields.hit_testing_fields import hit_testing_record_fields from services.dataset_service import DatasetService from services.hit_testing_service import HitTestingService +logger = logging.getLogger(__name__) + class DatasetsHitTestingBase: @staticmethod @@ -81,5 +83,5 @@ class DatasetsHitTestingBase: except ValueError as e: raise ValueError(str(e)) except Exception as e: - logging.exception("Hit testing failed.") + logger.exception("Hit testing failed.") raise InternalServerError(str(e)) diff --git a/api/controllers/console/explore/audio.py b/api/controllers/console/explore/audio.py index 2a4d5be82f..dc275fe18a 100644 --- a/api/controllers/console/explore/audio.py +++ b/api/controllers/console/explore/audio.py @@ -26,6 +26,8 @@ from services.errors.audio import ( UnsupportedAudioTypeServiceError, ) +logger = logging.getLogger(__name__) + class ChatAudioApi(InstalledAppResource): def post(self, installed_app): @@ -38,7 +40,7 @@ class ChatAudioApi(InstalledAppResource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -59,7 +61,7 @@ class ChatAudioApi(InstalledAppResource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -83,7 +85,7 @@ class ChatTextApi(InstalledAppResource): response = AudioService.transcript_tts(app_model=app_model, text=text, voice=voice, message_id=message_id) return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -104,5 +106,5 @@ class ChatTextApi(InstalledAppResource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/console/explore/completion.py b/api/controllers/console/explore/completion.py index b444a2a197..cc46f54ea3 100644 --- a/api/controllers/console/explore/completion.py +++ b/api/controllers/console/explore/completion.py @@ -32,6 +32,8 @@ from models.model import AppMode from services.app_generate_service import AppGenerateService from services.errors.llm import InvokeRateLimitError +logger = logging.getLogger(__name__) + # define completion api for user class CompletionApi(InstalledAppResource): @@ -65,7 +67,7 @@ class CompletionApi(InstalledAppResource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -78,7 +80,7 @@ class CompletionApi(InstalledAppResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -125,7 +127,7 @@ class ChatApi(InstalledAppResource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -140,7 +142,7 @@ class ChatApi(InstalledAppResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/console/explore/message.py b/api/controllers/console/explore/message.py index 6df3bca762..608bc6d007 100644 --- a/api/controllers/console/explore/message.py +++ b/api/controllers/console/explore/message.py @@ -35,6 +35,8 @@ from services.errors.message import ( ) from services.message_service import MessageService +logger = logging.getLogger(__name__) + class MessageListApi(InstalledAppResource): @marshal_with(message_infinite_scroll_pagination_fields) @@ -126,7 +128,7 @@ class MessageMoreLikeThisApi(InstalledAppResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -158,7 +160,7 @@ class MessageSuggestedQuestionApi(InstalledAppResource): except InvokeError as e: raise CompletionRequestError(e.description) except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() return {"data": questions} diff --git a/api/controllers/console/explore/workflow.py b/api/controllers/console/explore/workflow.py index c1848ceed1..0a5a88d6f5 100644 --- a/api/controllers/console/explore/workflow.py +++ b/api/controllers/console/explore/workflow.py @@ -63,7 +63,7 @@ class InstalledAppWorkflowRunApi(InstalledAppResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/console/version.py b/api/controllers/console/version.py index 96cf627b65..95515c38f9 100644 --- a/api/controllers/console/version.py +++ b/api/controllers/console/version.py @@ -9,6 +9,8 @@ from configs import dify_config from . import api +logger = logging.getLogger(__name__) + class VersionApi(Resource): def get(self): @@ -34,7 +36,7 @@ class VersionApi(Resource): try: response = requests.get(check_update_url, {"current_version": args.get("current_version")}, timeout=(3, 10)) except Exception as error: - logging.warning("Check update version error: %s.", str(error)) + logger.warning("Check update version error: %s.", str(error)) result["version"] = args.get("current_version") return result @@ -55,7 +57,7 @@ def _has_new_version(*, latest_version: str, current_version: str) -> bool: # Compare versions return latest > current except version.InvalidVersion: - logging.warning("Invalid version format: latest=%s, current=%s", latest_version, current_version) + logger.warning("Invalid version format: latest=%s, current=%s", latest_version, current_version) return False diff --git a/api/controllers/console/workspace/models.py b/api/controllers/console/workspace/models.py index 98702dd3bc..35fc61e48a 100644 --- a/api/controllers/console/workspace/models.py +++ b/api/controllers/console/workspace/models.py @@ -14,6 +14,8 @@ from libs.login import login_required from services.model_load_balancing_service import ModelLoadBalancingService from services.model_provider_service import ModelProviderService +logger = logging.getLogger(__name__) + class DefaultModelApi(Resource): @setup_required @@ -73,7 +75,7 @@ class DefaultModelApi(Resource): model=model_setting["model"], ) except Exception as ex: - logging.exception( + logger.exception( "Failed to update default model, model type: %s, model: %s", model_setting["model_type"], model_setting.get("model"), @@ -278,7 +280,7 @@ class ModelProviderModelCredentialApi(Resource): credential_name=args["name"], ) except CredentialsValidateFailedError as ex: - logging.exception( + logger.exception( "Failed to save model credentials, tenant_id: %s, model: %s, model_type: %s", tenant_id, args.get("model"), diff --git a/api/controllers/console/workspace/tool_providers.py b/api/controllers/console/workspace/tool_providers.py index 854ba7ac45..d9f2e45ddf 100644 --- a/api/controllers/console/workspace/tool_providers.py +++ b/api/controllers/console/workspace/tool_providers.py @@ -95,7 +95,6 @@ class ToolBuiltinProviderInfoApi(Resource): def get(self, provider): user = current_user - user_id = user.id tenant_id = user.current_tenant_id return jsonable_encoder(BuiltinToolManageService.get_builtin_tool_provider_info(tenant_id, provider)) diff --git a/api/controllers/console/workspace/workspace.py b/api/controllers/console/workspace/workspace.py index fb89f6bbbd..e7a3aca66c 100644 --- a/api/controllers/console/workspace/workspace.py +++ b/api/controllers/console/workspace/workspace.py @@ -31,6 +31,9 @@ from services.feature_service import FeatureService from services.file_service import FileService from services.workspace_service import WorkspaceService +logger = logging.getLogger(__name__) + + provider_fields = { "provider_name": fields.String, "provider_type": fields.String, @@ -120,7 +123,7 @@ class TenantApi(Resource): @marshal_with(tenant_fields) def get(self): if request.path == "/info": - logging.warning("Deprecated URL /info was used.") + logger.warning("Deprecated URL /info was used.") tenant = current_user.current_tenant diff --git a/api/controllers/inner_api/wraps.py b/api/controllers/inner_api/wraps.py index c5aa318f58..de4f1da801 100644 --- a/api/controllers/inner_api/wraps.py +++ b/api/controllers/inner_api/wraps.py @@ -1,8 +1,12 @@ from base64 import b64encode +from collections.abc import Callable from functools import wraps from hashlib import sha1 from hmac import new as hmac_new +from typing import ParamSpec, TypeVar +P = ParamSpec("P") +R = TypeVar("R") from flask import abort, request from configs import dify_config @@ -10,9 +14,9 @@ from extensions.ext_database import db from models.model import EndUser -def billing_inner_api_only(view): +def billing_inner_api_only(view: Callable[P, R]): @wraps(view) - def decorated(*args, **kwargs): + def decorated(*args: P.args, **kwargs: P.kwargs): if not dify_config.INNER_API: abort(404) @@ -26,9 +30,9 @@ def billing_inner_api_only(view): return decorated -def enterprise_inner_api_only(view): +def enterprise_inner_api_only(view: Callable[P, R]): @wraps(view) - def decorated(*args, **kwargs): + def decorated(*args: P.args, **kwargs: P.kwargs): if not dify_config.INNER_API: abort(404) @@ -78,9 +82,9 @@ def enterprise_inner_api_user_auth(view): return decorated -def plugin_inner_api_only(view): +def plugin_inner_api_only(view: Callable[P, R]): @wraps(view) - def decorated(*args, **kwargs): + def decorated(*args: P.args, **kwargs: P.kwargs): if not dify_config.PLUGIN_DAEMON_KEY: abort(404) diff --git a/api/controllers/mcp/mcp.py b/api/controllers/mcp/mcp.py index fc19749011..eef9ddc76f 100644 --- a/api/controllers/mcp/mcp.py +++ b/api/controllers/mcp/mcp.py @@ -1,18 +1,27 @@ from typing import Optional, Union +from flask import Response from flask_restx import Resource, reqparse from pydantic import ValidationError +from sqlalchemy.orm import Session from controllers.console.app.mcp_server import AppMCPServerStatus from controllers.mcp import mcp_ns from core.app.app_config.entities import VariableEntity -from core.mcp import types -from core.mcp.server.streamable_http import MCPServerStreamableHTTPRequestHandler -from core.mcp.types import ClientNotification, ClientRequest -from core.mcp.utils import create_mcp_error_response +from core.mcp import types as mcp_types +from core.mcp.server.streamable_http import handle_mcp_request from extensions.ext_database import db from libs import helper -from models.model import App, AppMCPServer, AppMode +from models.model import App, AppMCPServer, AppMode, EndUser + + +class MCPRequestError(Exception): + """Custom exception for MCP request processing errors""" + + def __init__(self, error_code: int, message: str): + self.error_code = error_code + self.message = message + super().__init__(message) def int_or_str(value): @@ -63,77 +72,173 @@ class MCPAppApi(Resource): Raises: ValidationError: Invalid request format or parameters """ - # Parse and validate all arguments args = mcp_request_parser.parse_args() - request_id: Optional[Union[int, str]] = args.get("id") + mcp_request = self._parse_mcp_request(args) - server = db.session.query(AppMCPServer).where(AppMCPServer.server_code == server_code).first() - if not server: - return helper.compact_generate_response( - create_mcp_error_response(request_id, types.INVALID_REQUEST, "Server Not Found") - ) + with Session(db.engine, expire_on_commit=False) as session: + # Get MCP server and app + mcp_server, app = self._get_mcp_server_and_app(server_code, session) + self._validate_server_status(mcp_server) - if server.status != AppMCPServerStatus.ACTIVE: - return helper.compact_generate_response( - create_mcp_error_response(request_id, types.INVALID_REQUEST, "Server is not active") - ) + # Get user input form + user_input_form = self._get_user_input_form(app) - app = db.session.query(App).where(App.id == server.app_id).first() + # Handle notification vs request differently + return self._process_mcp_message(mcp_request, request_id, app, mcp_server, user_input_form, session) + + def _get_mcp_server_and_app(self, server_code: str, session: Session) -> tuple[AppMCPServer, App]: + """Get and validate MCP server and app in one query session""" + mcp_server = session.query(AppMCPServer).where(AppMCPServer.server_code == server_code).first() + if not mcp_server: + raise MCPRequestError(mcp_types.INVALID_REQUEST, "Server Not Found") + + app = session.query(App).where(App.id == mcp_server.app_id).first() if not app: - return helper.compact_generate_response( - create_mcp_error_response(request_id, types.INVALID_REQUEST, "App Not Found") - ) + raise MCPRequestError(mcp_types.INVALID_REQUEST, "App Not Found") - if app.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}: - workflow = app.workflow - if workflow is None: - return helper.compact_generate_response( - create_mcp_error_response(request_id, types.INVALID_REQUEST, "App is unavailable") - ) + return mcp_server, app - user_input_form = workflow.user_input_form(to_old_structure=True) + def _validate_server_status(self, mcp_server: AppMCPServer) -> None: + """Validate MCP server status""" + if mcp_server.status != AppMCPServerStatus.ACTIVE: + raise MCPRequestError(mcp_types.INVALID_REQUEST, "Server is not active") + + def _process_mcp_message( + self, + mcp_request: mcp_types.ClientRequest | mcp_types.ClientNotification, + request_id: Optional[Union[int, str]], + app: App, + mcp_server: AppMCPServer, + user_input_form: list[VariableEntity], + session: Session, + ) -> Response: + """Process MCP message (notification or request)""" + if isinstance(mcp_request, mcp_types.ClientNotification): + return self._handle_notification(mcp_request) else: - app_model_config = app.app_model_config - if app_model_config is None: - return helper.compact_generate_response( - create_mcp_error_response(request_id, types.INVALID_REQUEST, "App is unavailable") - ) + return self._handle_request(mcp_request, request_id, app, mcp_server, user_input_form, session) - features_dict = app_model_config.to_dict() - user_input_form = features_dict.get("user_input_form", []) - converted_user_input_form: list[VariableEntity] = [] - try: - for item in user_input_form: - variable_type = item.get("type", "") or list(item.keys())[0] - variable = item[variable_type] - converted_user_input_form.append( - VariableEntity( - type=variable_type, - variable=variable.get("variable"), - description=variable.get("description") or "", - label=variable.get("label"), - required=variable.get("required", False), - max_length=variable.get("max_length"), - options=variable.get("options") or [], - ) - ) - except ValidationError as e: - return helper.compact_generate_response( - create_mcp_error_response(request_id, types.INVALID_PARAMS, f"Invalid user_input_form: {str(e)}") - ) + def _handle_notification(self, mcp_request: mcp_types.ClientNotification) -> Response: + """Handle MCP notification""" + # For notifications, only support init notification + if mcp_request.root.method != "notifications/initialized": + raise MCPRequestError(mcp_types.INVALID_REQUEST, "Invalid notification method") + # Return HTTP 202 Accepted for notifications (no response body) + return Response("", status=202, content_type="application/json") + def _handle_request( + self, + mcp_request: mcp_types.ClientRequest, + request_id: Optional[Union[int, str]], + app: App, + mcp_server: AppMCPServer, + user_input_form: list[VariableEntity], + session: Session, + ) -> Response: + """Handle MCP request""" + if request_id is None: + raise MCPRequestError(mcp_types.INVALID_REQUEST, "Request ID is required") + + result = self._handle_mcp_request(app, mcp_server, mcp_request, user_input_form, session, request_id) + if result is None: + # This shouldn't happen for requests, but handle gracefully + raise MCPRequestError(mcp_types.INTERNAL_ERROR, "No response generated for request") + + return helper.compact_generate_response(result.model_dump(by_alias=True, mode="json", exclude_none=True)) + + def _get_user_input_form(self, app: App) -> list[VariableEntity]: + """Get and convert user input form""" + # Get raw user input form based on app mode + if app.mode in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}: + if not app.workflow: + raise MCPRequestError(mcp_types.INVALID_REQUEST, "App is unavailable") + raw_user_input_form = app.workflow.user_input_form(to_old_structure=True) + else: + if not app.app_model_config: + raise MCPRequestError(mcp_types.INVALID_REQUEST, "App is unavailable") + features_dict = app.app_model_config.to_dict() + raw_user_input_form = features_dict.get("user_input_form", []) + + # Convert to VariableEntity objects try: - request: ClientRequest | ClientNotification = ClientRequest.model_validate(args) + return self._convert_user_input_form(raw_user_input_form) except ValidationError as e: + raise MCPRequestError(mcp_types.INVALID_PARAMS, f"Invalid user_input_form: {str(e)}") + + def _convert_user_input_form(self, raw_form: list[dict]) -> list[VariableEntity]: + """Convert raw user input form to VariableEntity objects""" + return [self._create_variable_entity(item) for item in raw_form] + + def _create_variable_entity(self, item: dict) -> VariableEntity: + """Create a single VariableEntity from raw form item""" + variable_type = item.get("type", "") or list(item.keys())[0] + variable = item[variable_type] + + return VariableEntity( + type=variable_type, + variable=variable.get("variable"), + description=variable.get("description") or "", + label=variable.get("label"), + required=variable.get("required", False), + max_length=variable.get("max_length"), + options=variable.get("options") or [], + ) + + def _parse_mcp_request(self, args: dict) -> mcp_types.ClientRequest | mcp_types.ClientNotification: + """Parse and validate MCP request""" + try: + return mcp_types.ClientRequest.model_validate(args) + except ValidationError: try: - notification = ClientNotification.model_validate(args) - request = notification + return mcp_types.ClientNotification.model_validate(args) except ValidationError as e: - return helper.compact_generate_response( - create_mcp_error_response(request_id, types.INVALID_PARAMS, f"Invalid MCP request: {str(e)}") - ) + raise MCPRequestError(mcp_types.INVALID_PARAMS, f"Invalid MCP request: {str(e)}") - mcp_server_handler = MCPServerStreamableHTTPRequestHandler(app, request, converted_user_input_form) - response = mcp_server_handler.handle() - return helper.compact_generate_response(response) + def _retrieve_end_user(self, tenant_id: str, mcp_server_id: str, session: Session) -> EndUser | None: + """Get end user from existing session - optimized query""" + return ( + session.query(EndUser) + .where(EndUser.tenant_id == tenant_id) + .where(EndUser.session_id == mcp_server_id) + .where(EndUser.type == "mcp") + .first() + ) + + def _create_end_user( + self, client_name: str, tenant_id: str, app_id: str, mcp_server_id: str, session: Session + ) -> EndUser: + """Create end user in existing session""" + end_user = EndUser( + tenant_id=tenant_id, + app_id=app_id, + type="mcp", + name=client_name, + session_id=mcp_server_id, + ) + session.add(end_user) + session.flush() # Use flush instead of commit to keep transaction open + session.refresh(end_user) + return end_user + + def _handle_mcp_request( + self, + app: App, + mcp_server: AppMCPServer, + mcp_request: mcp_types.ClientRequest, + user_input_form: list[VariableEntity], + session: Session, + request_id: Union[int, str], + ) -> mcp_types.JSONRPCResponse | mcp_types.JSONRPCError | None: + """Handle MCP request and return response""" + end_user = self._retrieve_end_user(mcp_server.tenant_id, mcp_server.id, session) + + if not end_user and isinstance(mcp_request.root, mcp_types.InitializeRequest): + client_info = mcp_request.root.params.clientInfo + client_name = f"{client_info.name}@{client_info.version}" + # Commit the session before creating end user to avoid transaction conflicts + session.commit() + with Session(db.engine, expire_on_commit=False) as create_session, create_session.begin(): + end_user = self._create_end_user(client_name, app.tenant_id, app.id, mcp_server.id, create_session) + + return handle_mcp_request(app, mcp_request, user_input_form, mcp_server, end_user, request_id) diff --git a/api/controllers/service_api/app/audio.py b/api/controllers/service_api/app/audio.py index 61b3020a5f..8148fa8ccc 100644 --- a/api/controllers/service_api/app/audio.py +++ b/api/controllers/service_api/app/audio.py @@ -29,6 +29,8 @@ from services.errors.audio import ( UnsupportedAudioTypeServiceError, ) +logger = logging.getLogger(__name__) + @service_api_ns.route("/audio-to-text") class AudioApi(Resource): @@ -57,7 +59,7 @@ class AudioApi(Resource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -78,7 +80,7 @@ class AudioApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -121,7 +123,7 @@ class TextApi(Resource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -142,5 +144,5 @@ class TextApi(Resource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/service_api/app/completion.py b/api/controllers/service_api/app/completion.py index dddb75d593..22428ee0ab 100644 --- a/api/controllers/service_api/app/completion.py +++ b/api/controllers/service_api/app/completion.py @@ -33,6 +33,9 @@ from services.app_generate_service import AppGenerateService from services.errors.app import IsDraftWorkflowError, WorkflowIdFormatError, WorkflowNotFoundError from services.errors.llm import InvokeRateLimitError +logger = logging.getLogger(__name__) + + # Define parser for completion API completion_parser = reqparse.RequestParser() completion_parser.add_argument( @@ -118,7 +121,7 @@ class CompletionApi(Resource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -131,7 +134,7 @@ class CompletionApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -209,7 +212,7 @@ class ChatApi(Resource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -224,7 +227,7 @@ class ChatApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/service_api/app/message.py b/api/controllers/service_api/app/message.py index ad3fac7009..fc506ef723 100644 --- a/api/controllers/service_api/app/message.py +++ b/api/controllers/service_api/app/message.py @@ -22,6 +22,9 @@ from services.errors.message import ( ) from services.message_service import MessageService +logger = logging.getLogger(__name__) + + # Define parsers for message APIs message_list_parser = reqparse.RequestParser() message_list_parser.add_argument( @@ -216,7 +219,7 @@ class MessageSuggestedApi(Resource): except SuggestedQuestionsAfterAnswerDisabledError: raise BadRequest("Suggested Questions Is Disabled.") except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() return {"result": "success", "data": questions} diff --git a/api/controllers/service_api/app/workflow.py b/api/controllers/service_api/app/workflow.py index 19e2e67d7f..f175766e61 100644 --- a/api/controllers/service_api/app/workflow.py +++ b/api/controllers/service_api/app/workflow.py @@ -174,7 +174,7 @@ class WorkflowRunApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() @@ -239,7 +239,7 @@ class WorkflowRunByIdApi(Resource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() diff --git a/api/controllers/service_api/dataset/dataset.py b/api/controllers/service_api/dataset/dataset.py index 7b74c961bb..580b08b9f0 100644 --- a/api/controllers/service_api/dataset/dataset.py +++ b/api/controllers/service_api/dataset/dataset.py @@ -318,10 +318,6 @@ class DatasetApi(DatasetApiResource): except services.errors.account.NoPermissionError as e: raise Forbidden(str(e)) data = marshal(dataset, dataset_detail_fields) - if data.get("permission") == "partial_members": - part_users_list = DatasetPermissionService.get_dataset_partial_member_list(dataset_id_str) - data.update({"partial_member_list": part_users_list}) - # check embedding setting provider_manager = ProviderManager() assert isinstance(current_user, Account) diff --git a/api/controllers/service_api/dataset/metadata.py b/api/controllers/service_api/dataset/metadata.py index 9defe6af03..444a791c01 100644 --- a/api/controllers/service_api/dataset/metadata.py +++ b/api/controllers/service_api/dataset/metadata.py @@ -1,6 +1,6 @@ from typing import Literal -from flask_login import current_user # type: ignore +from flask_login import current_user from flask_restx import marshal, reqparse from werkzeug.exceptions import NotFound diff --git a/api/controllers/service_api/wraps.py b/api/controllers/service_api/wraps.py index 8aac3de4c3..cc4b5f65bd 100644 --- a/api/controllers/service_api/wraps.py +++ b/api/controllers/service_api/wraps.py @@ -1,12 +1,12 @@ import time from collections.abc import Callable from datetime import timedelta -from enum import Enum +from enum import StrEnum, auto from functools import wraps from typing import Optional from flask import current_app, request -from flask_login import user_logged_in # type: ignore +from flask_login import user_logged_in from flask_restx import Resource from pydantic import BaseModel from sqlalchemy import select, update @@ -23,14 +23,14 @@ from models.model import ApiToken, App, EndUser from services.feature_service import FeatureService -class WhereisUserArg(Enum): +class WhereisUserArg(StrEnum): """ Enum for whereis_user_arg. """ - QUERY = "query" - JSON = "json" - FORM = "form" + QUERY = auto() + JSON = auto() + FORM = auto() class FetchUserArg(BaseModel): diff --git a/api/controllers/web/__init__.py b/api/controllers/web/__init__.py index 56749a0e25..3b0a9e341a 100644 --- a/api/controllers/web/__init__.py +++ b/api/controllers/web/__init__.py @@ -1,19 +1,20 @@ from flask import Blueprint +from flask_restx import Namespace from libs.external_api import ExternalApi -from .files import FileApi -from .remote_files import RemoteFileInfoApi, RemoteFileUploadApi - bp = Blueprint("web", __name__, url_prefix="/api") -api = ExternalApi(bp) -# Files -api.add_resource(FileApi, "/files/upload") +api = ExternalApi( + bp, + version="1.0", + title="Web API", + description="Public APIs for web applications including file uploads, chat interactions, and app management", + doc="/docs", # Enable Swagger UI at /api/docs +) -# Remote files -api.add_resource(RemoteFileInfoApi, "/remote-files/") -api.add_resource(RemoteFileUploadApi, "/remote-files/upload") +# Create namespace +web_ns = Namespace("web", description="Web application API operations", path="/") from . import ( app, @@ -21,11 +22,15 @@ from . import ( completion, conversation, feature, + files, forgot_password, login, message, passport, + remote_files, saved_message, site, workflow, ) + +api.add_namespace(web_ns) diff --git a/api/controllers/web/app.py b/api/controllers/web/app.py index 0680903635..e0c3e997ce 100644 --- a/api/controllers/web/app.py +++ b/api/controllers/web/app.py @@ -5,7 +5,7 @@ from flask_restx import Resource, marshal_with, reqparse from werkzeug.exceptions import Unauthorized from controllers.common import fields -from controllers.web import api +from controllers.web import web_ns from controllers.web.error import AppUnavailableError from controllers.web.wraps import WebApiResource from core.app.app_config.common.parameters_mapping import get_parameters_from_feature_dict @@ -16,10 +16,25 @@ from services.enterprise.enterprise_service import EnterpriseService from services.feature_service import FeatureService from services.webapp_auth_service import WebAppAuthService +logger = logging.getLogger(__name__) + +@web_ns.route("/parameters") class AppParameterApi(WebApiResource): """Resource for app variables.""" + @web_ns.doc("Get App Parameters") + @web_ns.doc(description="Retrieve the parameters for a specific app.") + @web_ns.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "App Not Found", + 500: "Internal Server Error", + } + ) @marshal_with(fields.parameters_fields) def get(self, app_model: App, end_user): """Retrieve app parameters.""" @@ -42,13 +57,42 @@ class AppParameterApi(WebApiResource): return get_parameters_from_feature_dict(features_dict=features_dict, user_input_form=user_input_form) +@web_ns.route("/meta") class AppMeta(WebApiResource): + @web_ns.doc("Get App Meta") + @web_ns.doc(description="Retrieve the metadata for a specific app.") + @web_ns.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "App Not Found", + 500: "Internal Server Error", + } + ) def get(self, app_model: App, end_user): """Get app meta""" return AppService().get_app_meta(app_model) +@web_ns.route("/webapp/access-mode") class AppAccessMode(Resource): + @web_ns.doc("Get App Access Mode") + @web_ns.doc(description="Retrieve the access mode for a web application (public or restricted).") + @web_ns.doc( + params={ + "appId": {"description": "Application ID", "type": "string", "required": False}, + "appCode": {"description": "Application code", "type": "string", "required": False}, + } + ) + @web_ns.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 500: "Internal Server Error", + } + ) def get(self): parser = reqparse.RequestParser() parser.add_argument("appId", type=str, required=False, location="args") @@ -72,7 +116,19 @@ class AppAccessMode(Resource): return {"accessMode": res.access_mode} +@web_ns.route("/webapp/permission") class AppWebAuthPermission(Resource): + @web_ns.doc("Check App Permission") + @web_ns.doc(description="Check if user has permission to access a web application.") + @web_ns.doc(params={"appId": {"description": "Application ID", "type": "string", "required": True}}) + @web_ns.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 500: "Internal Server Error", + } + ) def get(self): user_id = "visitor" try: @@ -92,7 +148,7 @@ class AppWebAuthPermission(Resource): except Unauthorized: raise except Exception: - logging.exception("Unexpected error during auth verification") + logger.exception("Unexpected error during auth verification") raise features = FeatureService.get_system_features() @@ -110,10 +166,3 @@ class AppWebAuthPermission(Resource): if WebAppAuthService.is_app_require_permission_check(app_id=app_id): res = EnterpriseService.WebAppAuth.is_user_allowed_to_access_webapp(str(user_id), app_code) return {"result": res} - - -api.add_resource(AppParameterApi, "/parameters") -api.add_resource(AppMeta, "/meta") -# webapp auth apis -api.add_resource(AppAccessMode, "/webapp/access-mode") -api.add_resource(AppWebAuthPermission, "/webapp/permission") diff --git a/api/controllers/web/audio.py b/api/controllers/web/audio.py index 241d0874db..2c0f6c9759 100644 --- a/api/controllers/web/audio.py +++ b/api/controllers/web/audio.py @@ -1,6 +1,7 @@ import logging from flask import request +from flask_restx import fields, marshal_with, reqparse from werkzeug.exceptions import InternalServerError import services @@ -28,9 +29,30 @@ from services.errors.audio import ( UnsupportedAudioTypeServiceError, ) +logger = logging.getLogger(__name__) + class AudioApi(WebApiResource): + audio_to_text_response_fields = { + "text": fields.String, + } + + @marshal_with(audio_to_text_response_fields) + @api.doc("Audio to Text") + @api.doc(description="Convert audio file to text using speech-to-text service.") + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 413: "Audio file too large", + 415: "Unsupported audio type", + 500: "Internal Server Error", + } + ) def post(self, app_model: App, end_user): + """Convert audio to text""" file = request.files["file"] try: @@ -38,7 +60,7 @@ class AudioApi(WebApiResource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -59,14 +81,30 @@ class AudioApi(WebApiResource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle post request to AudioApi") + logger.exception("Failed to handle post request to AudioApi") raise InternalServerError() class TextApi(WebApiResource): - def post(self, app_model: App, end_user): - from flask_restx import reqparse + text_to_audio_response_fields = { + "audio_url": fields.String, + "duration": fields.Float, + } + @marshal_with(text_to_audio_response_fields) + @api.doc("Text to Audio") + @api.doc(description="Convert text to audio using text-to-speech service.") + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 500: "Internal Server Error", + } + ) + def post(self, app_model: App, end_user): + """Convert text to audio""" try: parser = reqparse.RequestParser() parser.add_argument("message_id", type=str, required=False, location="json") @@ -84,7 +122,7 @@ class TextApi(WebApiResource): return response except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except NoAudioUploadedServiceError: raise NoAudioUploadedError() @@ -105,7 +143,7 @@ class TextApi(WebApiResource): except ValueError as e: raise e except Exception as e: - logging.exception("Failed to handle post request to TextApi") + logger.exception("Failed to handle post request to TextApi") raise InternalServerError() diff --git a/api/controllers/web/completion.py b/api/controllers/web/completion.py index c19afee9b7..a42bf5fc6e 100644 --- a/api/controllers/web/completion.py +++ b/api/controllers/web/completion.py @@ -31,9 +31,37 @@ from models.model import AppMode from services.app_generate_service import AppGenerateService from services.errors.llm import InvokeRateLimitError +logger = logging.getLogger(__name__) + # define completion api for user class CompletionApi(WebApiResource): + @api.doc("Create Completion Message") + @api.doc(description="Create a completion message for text generation applications.") + @api.doc( + params={ + "inputs": {"description": "Input variables for the completion", "type": "object", "required": True}, + "query": {"description": "Query text for completion", "type": "string", "required": False}, + "files": {"description": "Files to be processed", "type": "array", "required": False}, + "response_mode": { + "description": "Response mode: blocking or streaming", + "type": "string", + "enum": ["blocking", "streaming"], + "required": False, + }, + "retriever_from": {"description": "Source of retriever", "type": "string", "required": False}, + } + ) + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "App Not Found", + 500: "Internal Server Error", + } + ) def post(self, app_model, end_user): if app_model.mode != "completion": raise NotCompletionAppError() @@ -61,7 +89,7 @@ class CompletionApi(WebApiResource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -74,11 +102,24 @@ class CompletionApi(WebApiResource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() class CompletionStopApi(WebApiResource): + @api.doc("Stop Completion Message") + @api.doc(description="Stop a running completion message task.") + @api.doc(params={"task_id": {"description": "Task ID to stop", "type": "string", "required": True}}) + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "Task Not Found", + 500: "Internal Server Error", + } + ) def post(self, app_model, end_user, task_id): if app_model.mode != "completion": raise NotCompletionAppError() @@ -89,6 +130,34 @@ class CompletionStopApi(WebApiResource): class ChatApi(WebApiResource): + @api.doc("Create Chat Message") + @api.doc(description="Create a chat message for conversational applications.") + @api.doc( + params={ + "inputs": {"description": "Input variables for the chat", "type": "object", "required": True}, + "query": {"description": "User query/message", "type": "string", "required": True}, + "files": {"description": "Files to be processed", "type": "array", "required": False}, + "response_mode": { + "description": "Response mode: blocking or streaming", + "type": "string", + "enum": ["blocking", "streaming"], + "required": False, + }, + "conversation_id": {"description": "Conversation UUID", "type": "string", "required": False}, + "parent_message_id": {"description": "Parent message UUID", "type": "string", "required": False}, + "retriever_from": {"description": "Source of retriever", "type": "string", "required": False}, + } + ) + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "App Not Found", + 500: "Internal Server Error", + } + ) def post(self, app_model, end_user): app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: @@ -119,7 +188,7 @@ class ChatApi(WebApiResource): except services.errors.conversation.ConversationCompletedError: raise ConversationCompletedError() except services.errors.app_model_config.AppModelConfigBrokenError: - logging.exception("App model config broken.") + logger.exception("App model config broken.") raise AppUnavailableError() except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) @@ -134,11 +203,24 @@ class ChatApi(WebApiResource): except ValueError as e: raise e except Exception as e: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() class ChatStopApi(WebApiResource): + @api.doc("Stop Chat Message") + @api.doc(description="Stop a running chat message task.") + @api.doc(params={"task_id": {"description": "Task ID to stop", "type": "string", "required": True}}) + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "Task Not Found", + 500: "Internal Server Error", + } + ) def post(self, app_model, end_user, task_id): app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: diff --git a/api/controllers/web/conversation.py b/api/controllers/web/conversation.py index cea8e442f3..ea41388268 100644 --- a/api/controllers/web/conversation.py +++ b/api/controllers/web/conversation.py @@ -1,4 +1,4 @@ -from flask_restx import marshal_with, reqparse +from flask_restx import fields, marshal_with, reqparse from flask_restx.inputs import int_range from sqlalchemy.orm import Session from werkzeug.exceptions import NotFound @@ -58,6 +58,11 @@ class ConversationListApi(WebApiResource): class ConversationApi(WebApiResource): + delete_response_fields = { + "result": fields.String, + } + + @marshal_with(delete_response_fields) def delete(self, app_model, end_user, c_id): app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: @@ -94,6 +99,11 @@ class ConversationRenameApi(WebApiResource): class ConversationPinApi(WebApiResource): + pin_response_fields = { + "result": fields.String, + } + + @marshal_with(pin_response_fields) def patch(self, app_model, end_user, c_id): app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: @@ -110,6 +120,11 @@ class ConversationPinApi(WebApiResource): class ConversationUnPinApi(WebApiResource): + unpin_response_fields = { + "result": fields.String, + } + + @marshal_with(unpin_response_fields) def patch(self, app_model, end_user, c_id): app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: diff --git a/api/controllers/web/feature.py b/api/controllers/web/feature.py index 478b3d2e31..cce3dae95d 100644 --- a/api/controllers/web/feature.py +++ b/api/controllers/web/feature.py @@ -1,12 +1,21 @@ from flask_restx import Resource -from controllers.web import api +from controllers.web import web_ns from services.feature_service import FeatureService +@web_ns.route("/system-features") class SystemFeatureApi(Resource): + @web_ns.doc("get_system_features") + @web_ns.doc(description="Get system feature flags and configuration") + @web_ns.doc(responses={200: "System features retrieved successfully", 500: "Internal server error"}) def get(self): + """Get system feature flags and configuration. + + Returns the current system feature flags and configuration + that control various functionalities across the platform. + + Returns: + dict: System feature configuration object + """ return FeatureService.get_system_features().model_dump() - - -api.add_resource(SystemFeatureApi, "/system-features") diff --git a/api/controllers/web/files.py b/api/controllers/web/files.py index b05e2a2e65..7508874fae 100644 --- a/api/controllers/web/files.py +++ b/api/controllers/web/files.py @@ -9,14 +9,50 @@ from controllers.common.errors import ( TooManyFilesError, UnsupportedFileTypeError, ) +from controllers.web import web_ns from controllers.web.wraps import WebApiResource -from fields.file_fields import file_fields +from fields.file_fields import build_file_model from services.file_service import FileService +@web_ns.route("/files/upload") class FileApi(WebApiResource): - @marshal_with(file_fields) + @web_ns.doc("upload_file") + @web_ns.doc(description="Upload a file for use in web applications") + @web_ns.doc( + responses={ + 201: "File uploaded successfully", + 400: "Bad request - invalid file or parameters", + 413: "File too large", + 415: "Unsupported file type", + } + ) + @marshal_with(build_file_model(web_ns)) def post(self, app_model, end_user): + """Upload a file for use in web applications. + + Accepts file uploads for use within web applications, supporting + multiple file types with automatic validation and storage. + + Args: + app_model: The associated application model + end_user: The end user uploading the file + + Form Parameters: + file: The file to upload (required) + source: Optional source type (datasets or None) + + Returns: + dict: File information including ID, URL, and metadata + int: HTTP status code 201 for success + + Raises: + NoFileUploadedError: No file provided in request + TooManyFilesError: Multiple files provided (only one allowed) + FilenameNotExistsError: File has no filename + FileTooLargeError: File exceeds size limit + UnsupportedFileTypeError: File type not supported + """ if "file" not in request.files: raise NoFileUploadedError() diff --git a/api/controllers/web/forgot_password.py b/api/controllers/web/forgot_password.py index b596d969a9..c743d0f52b 100644 --- a/api/controllers/web/forgot_password.py +++ b/api/controllers/web/forgot_password.py @@ -16,7 +16,7 @@ from controllers.console.auth.error import ( ) from controllers.console.error import EmailSendIpLimitError from controllers.console.wraps import email_password_login_enabled, only_edition_enterprise, setup_required -from controllers.web import api +from controllers.web import web_ns from extensions.ext_database import db from libs.helper import email, extract_remote_ip from libs.password import hash_password, valid_password @@ -24,10 +24,21 @@ from models.account import Account from services.account_service import AccountService +@web_ns.route("/forgot-password") class ForgotPasswordSendEmailApi(Resource): @only_edition_enterprise @setup_required @email_password_login_enabled + @web_ns.doc("send_forgot_password_email") + @web_ns.doc(description="Send password reset email") + @web_ns.doc( + responses={ + 200: "Password reset email sent successfully", + 400: "Bad request - invalid email format", + 404: "Account not found", + 429: "Too many requests - rate limit exceeded", + } + ) def post(self): parser = reqparse.RequestParser() parser.add_argument("email", type=email, required=True, location="json") @@ -54,10 +65,16 @@ class ForgotPasswordSendEmailApi(Resource): return {"result": "success", "data": token} +@web_ns.route("/forgot-password/validity") class ForgotPasswordCheckApi(Resource): @only_edition_enterprise @setup_required @email_password_login_enabled + @web_ns.doc("check_forgot_password_token") + @web_ns.doc(description="Verify password reset token validity") + @web_ns.doc( + responses={200: "Token is valid", 400: "Bad request - invalid token format", 401: "Invalid or expired token"} + ) def post(self): parser = reqparse.RequestParser() parser.add_argument("email", type=str, required=True, location="json") @@ -94,10 +111,21 @@ class ForgotPasswordCheckApi(Resource): return {"is_valid": True, "email": token_data.get("email"), "token": new_token} +@web_ns.route("/forgot-password/resets") class ForgotPasswordResetApi(Resource): @only_edition_enterprise @setup_required @email_password_login_enabled + @web_ns.doc("reset_password") + @web_ns.doc(description="Reset user password with verification token") + @web_ns.doc( + responses={ + 200: "Password reset successfully", + 400: "Bad request - invalid parameters or password mismatch", + 401: "Invalid or expired token", + 404: "Account not found", + } + ) def post(self): parser = reqparse.RequestParser() parser.add_argument("token", type=str, required=True, nullable=False, location="json") @@ -141,8 +169,3 @@ class ForgotPasswordResetApi(Resource): account.password = base64.b64encode(password_hashed).decode() account.password_salt = base64.b64encode(salt).decode() session.commit() - - -api.add_resource(ForgotPasswordSendEmailApi, "/forgot-password") -api.add_resource(ForgotPasswordCheckApi, "/forgot-password/validity") -api.add_resource(ForgotPasswordResetApi, "/forgot-password/resets") diff --git a/api/controllers/web/login.py b/api/controllers/web/login.py index 4f6ff5c1a4..a489101cc9 100644 --- a/api/controllers/web/login.py +++ b/api/controllers/web/login.py @@ -1,5 +1,5 @@ from flask_restx import Resource, reqparse -from jwt import InvalidTokenError # type: ignore +from jwt import InvalidTokenError import services from controllers.console.auth.error import ( @@ -9,18 +9,30 @@ from controllers.console.auth.error import ( ) from controllers.console.error import AccountBannedError from controllers.console.wraps import only_edition_enterprise, setup_required -from controllers.web import api +from controllers.web import web_ns from libs.helper import email from libs.password import valid_password from services.account_service import AccountService from services.webapp_auth_service import WebAppAuthService +@web_ns.route("/login") class LoginApi(Resource): """Resource for web app email/password login.""" @setup_required @only_edition_enterprise + @web_ns.doc("web_app_login") + @web_ns.doc(description="Authenticate user for web application access") + @web_ns.doc( + responses={ + 200: "Authentication successful", + 400: "Bad request - invalid email or password format", + 401: "Authentication failed - email or password mismatch", + 403: "Account banned or login disabled", + 404: "Account not found", + } + ) def post(self): """Authenticate user and login.""" parser = reqparse.RequestParser() @@ -51,9 +63,19 @@ class LoginApi(Resource): # return {"result": "success"} +@web_ns.route("/email-code-login") class EmailCodeLoginSendEmailApi(Resource): @setup_required @only_edition_enterprise + @web_ns.doc("send_email_code_login") + @web_ns.doc(description="Send email verification code for login") + @web_ns.doc( + responses={ + 200: "Email code sent successfully", + 400: "Bad request - invalid email format", + 404: "Account not found", + } + ) def post(self): parser = reqparse.RequestParser() parser.add_argument("email", type=email, required=True, location="json") @@ -74,9 +96,20 @@ class EmailCodeLoginSendEmailApi(Resource): return {"result": "success", "data": token} +@web_ns.route("/email-code-login/validity") class EmailCodeLoginApi(Resource): @setup_required @only_edition_enterprise + @web_ns.doc("verify_email_code_login") + @web_ns.doc(description="Verify email code and complete login") + @web_ns.doc( + responses={ + 200: "Email code verified and login successful", + 400: "Bad request - invalid code or token", + 401: "Invalid token or expired code", + 404: "Account not found", + } + ) def post(self): parser = reqparse.RequestParser() parser.add_argument("email", type=str, required=True, location="json") @@ -104,9 +137,3 @@ class EmailCodeLoginApi(Resource): token = WebAppAuthService.login(account=account) AccountService.reset_login_error_rate_limit(args["email"]) return {"result": "success", "data": {"access_token": token}} - - -api.add_resource(LoginApi, "/login") -# api.add_resource(LogoutApi, "/logout") -api.add_resource(EmailCodeLoginSendEmailApi, "/email-code-login") -api.add_resource(EmailCodeLoginApi, "/email-code-login/validity") diff --git a/api/controllers/web/message.py b/api/controllers/web/message.py index f348221d80..17e06e8856 100644 --- a/api/controllers/web/message.py +++ b/api/controllers/web/message.py @@ -35,6 +35,8 @@ from services.errors.message import ( ) from services.message_service import MessageService +logger = logging.getLogger(__name__) + class MessageListApi(WebApiResource): message_fields = { @@ -83,6 +85,11 @@ class MessageListApi(WebApiResource): class MessageFeedbackApi(WebApiResource): + feedback_response_fields = { + "result": fields.String, + } + + @marshal_with(feedback_response_fields) def post(self, app_model, end_user, message_id): message_id = str(message_id) @@ -145,11 +152,16 @@ class MessageMoreLikeThisApi(WebApiResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() class MessageSuggestedQuestionApi(WebApiResource): + suggested_questions_response_fields = { + "data": fields.List(fields.String), + } + + @marshal_with(suggested_questions_response_fields) def get(self, app_model, end_user, message_id): app_mode = AppMode.value_of(app_model.mode) if app_mode not in {AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT}: @@ -176,7 +188,7 @@ class MessageSuggestedQuestionApi(WebApiResource): except InvokeError as e: raise CompletionRequestError(e.description) except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() return {"data": questions} diff --git a/api/controllers/web/passport.py b/api/controllers/web/passport.py index 1ac20e6531..6f7105a724 100644 --- a/api/controllers/web/passport.py +++ b/api/controllers/web/passport.py @@ -7,7 +7,7 @@ from sqlalchemy import func, select from werkzeug.exceptions import NotFound, Unauthorized from configs import dify_config -from controllers.web import api +from controllers.web import web_ns from controllers.web.error import WebAppAuthRequiredError from extensions.ext_database import db from libs.passport import PassportService @@ -17,9 +17,19 @@ from services.feature_service import FeatureService from services.webapp_auth_service import WebAppAuthService, WebAppAuthType +@web_ns.route("/passport") class PassportResource(Resource): """Base resource for passport.""" + @web_ns.doc("get_passport") + @web_ns.doc(description="Get authentication passport for web application access") + @web_ns.doc( + responses={ + 200: "Passport retrieved successfully", + 401: "Unauthorized - missing app code or invalid authentication", + 404: "Application or user not found", + } + ) def get(self): system_features = FeatureService.get_system_features() app_code = request.headers.get("X-App-Code") @@ -94,9 +104,6 @@ class PassportResource(Resource): } -api.add_resource(PassportResource, "/passport") - - def decode_enterprise_webapp_user_id(jwt_token: str | None): """ Decode the enterprise user session from the Authorization header. diff --git a/api/controllers/web/remote_files.py b/api/controllers/web/remote_files.py index 930b9d96e9..ab20c7667c 100644 --- a/api/controllers/web/remote_files.py +++ b/api/controllers/web/remote_files.py @@ -10,16 +10,44 @@ from controllers.common.errors import ( RemoteFileUploadError, UnsupportedFileTypeError, ) +from controllers.web import web_ns from controllers.web.wraps import WebApiResource from core.file import helpers as file_helpers from core.helper import ssrf_proxy -from fields.file_fields import file_fields_with_signed_url, remote_file_info_fields +from fields.file_fields import build_file_with_signed_url_model, build_remote_file_info_model from services.file_service import FileService +@web_ns.route("/remote-files/") class RemoteFileInfoApi(WebApiResource): - @marshal_with(remote_file_info_fields) + @web_ns.doc("get_remote_file_info") + @web_ns.doc(description="Get information about a remote file") + @web_ns.doc( + responses={ + 200: "Remote file information retrieved successfully", + 400: "Bad request - invalid URL", + 404: "Remote file not found", + 500: "Failed to fetch remote file", + } + ) + @marshal_with(build_remote_file_info_model(web_ns)) def get(self, app_model, end_user, url): + """Get information about a remote file. + + Retrieves basic information about a file located at a remote URL, + including content type and content length. + + Args: + app_model: The associated application model + end_user: The end user making the request + url: URL-encoded path to the remote file + + Returns: + dict: Remote file information including type and length + + Raises: + HTTPException: If the remote file cannot be accessed + """ decoded_url = urllib.parse.unquote(url) resp = ssrf_proxy.head(decoded_url) if resp.status_code != httpx.codes.OK: @@ -32,9 +60,42 @@ class RemoteFileInfoApi(WebApiResource): } +@web_ns.route("/remote-files/upload") class RemoteFileUploadApi(WebApiResource): - @marshal_with(file_fields_with_signed_url) - def post(self, app_model, end_user): # Add app_model and end_user parameters + @web_ns.doc("upload_remote_file") + @web_ns.doc(description="Upload a file from a remote URL") + @web_ns.doc( + responses={ + 201: "Remote file uploaded successfully", + 400: "Bad request - invalid URL or parameters", + 413: "File too large", + 415: "Unsupported file type", + 500: "Failed to fetch remote file", + } + ) + @marshal_with(build_file_with_signed_url_model(web_ns)) + def post(self, app_model, end_user): + """Upload a file from a remote URL. + + Downloads a file from the provided remote URL and uploads it + to the platform storage for use in web applications. + + Args: + app_model: The associated application model + end_user: The end user making the request + + JSON Parameters: + url: The remote URL to download the file from (required) + + Returns: + dict: File information including ID, signed URL, and metadata + int: HTTP status code 201 for success + + Raises: + RemoteFileUploadError: Failed to fetch file from remote URL + FileTooLargeError: File exceeds size limit + UnsupportedFileTypeError: File type not supported + """ parser = reqparse.RequestParser() parser.add_argument("url", type=str, required=True, help="URL is required") args = parser.parse_args() diff --git a/api/controllers/web/saved_message.py b/api/controllers/web/saved_message.py index a0912499ff..7a9d24114e 100644 --- a/api/controllers/web/saved_message.py +++ b/api/controllers/web/saved_message.py @@ -30,6 +30,10 @@ class SavedMessageListApi(WebApiResource): "data": fields.List(fields.Nested(message_fields)), } + post_response_fields = { + "result": fields.String, + } + @marshal_with(saved_message_infinite_scroll_pagination_fields) def get(self, app_model, end_user): if app_model.mode != "completion": @@ -42,6 +46,7 @@ class SavedMessageListApi(WebApiResource): return SavedMessageService.pagination_by_last_id(app_model, end_user, args["last_id"], args["limit"]) + @marshal_with(post_response_fields) def post(self, app_model, end_user): if app_model.mode != "completion": raise NotCompletionAppError() @@ -59,6 +64,11 @@ class SavedMessageListApi(WebApiResource): class SavedMessageApi(WebApiResource): + delete_response_fields = { + "result": fields.String, + } + + @marshal_with(delete_response_fields) def delete(self, app_model, end_user, message_id): message_id = str(message_id) diff --git a/api/controllers/web/site.py b/api/controllers/web/site.py index b2a887a0de..91d67bf9d8 100644 --- a/api/controllers/web/site.py +++ b/api/controllers/web/site.py @@ -53,6 +53,18 @@ class AppSiteApi(WebApiResource): "custom_config": fields.Raw(attribute="custom_config"), } + @api.doc("Get App Site Info") + @api.doc(description="Retrieve app site information and configuration.") + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "App Not Found", + 500: "Internal Server Error", + } + ) @marshal_with(app_fields) def get(self, app_model, end_user): """Retrieve app site info.""" diff --git a/api/controllers/web/workflow.py b/api/controllers/web/workflow.py index 331587cc28..3566cfae38 100644 --- a/api/controllers/web/workflow.py +++ b/api/controllers/web/workflow.py @@ -30,6 +30,24 @@ logger = logging.getLogger(__name__) class WorkflowRunApi(WebApiResource): + @api.doc("Run Workflow") + @api.doc(description="Execute a workflow with provided inputs and files.") + @api.doc( + params={ + "inputs": {"description": "Input variables for the workflow", "type": "object", "required": True}, + "files": {"description": "Files to be processed by the workflow", "type": "array", "required": False}, + } + ) + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "App Not Found", + 500: "Internal Server Error", + } + ) def post(self, app_model: App, end_user: EndUser): """ Run workflow @@ -62,11 +80,28 @@ class WorkflowRunApi(WebApiResource): except ValueError as e: raise e except Exception: - logging.exception("internal server error.") + logger.exception("internal server error.") raise InternalServerError() class WorkflowTaskStopApi(WebApiResource): + @api.doc("Stop Workflow Task") + @api.doc(description="Stop a running workflow task.") + @api.doc( + params={ + "task_id": {"description": "Task ID to stop", "type": "string", "required": True}, + } + ) + @api.doc( + responses={ + 200: "Success", + 400: "Bad Request", + 401: "Unauthorized", + 403: "Forbidden", + 404: "Task Not Found", + 500: "Internal Server Error", + } + ) def post(self, app_model: App, end_user: EndUser, task_id: str): """ Stop workflow task diff --git a/api/core/agent/base_agent_runner.py b/api/core/agent/base_agent_runner.py index f7c83f927f..f5e45bcb47 100644 --- a/api/core/agent/base_agent_runner.py +++ b/api/core/agent/base_agent_runner.py @@ -334,7 +334,8 @@ class BaseAgentRunner(AppRunner): """ Save agent thought """ - agent_thought = db.session.query(MessageAgentThought).where(MessageAgentThought.id == agent_thought_id).first() + stmt = select(MessageAgentThought).where(MessageAgentThought.id == agent_thought_id) + agent_thought = db.session.scalar(stmt) if not agent_thought: raise ValueError("agent thought not found") @@ -492,7 +493,8 @@ class BaseAgentRunner(AppRunner): return result def organize_agent_user_prompt(self, message: Message) -> UserPromptMessage: - files = db.session.query(MessageFile).where(MessageFile.message_id == message.id).all() + stmt = select(MessageFile).where(MessageFile.message_id == message.id) + files = db.session.scalars(stmt).all() if not files: return UserPromptMessage(content=message.query) if message.app_model_config: diff --git a/api/core/app/app_config/easy_ui_based_app/variables/manager.py b/api/core/app/app_config/easy_ui_based_app/variables/manager.py index 2f2445a336..6375733448 100644 --- a/api/core/app/app_config/easy_ui_based_app/variables/manager.py +++ b/api/core/app/app_config/easy_ui_based_app/variables/manager.py @@ -3,6 +3,17 @@ import re from core.app.app_config.entities import ExternalDataVariableEntity, VariableEntity, VariableEntityType from core.external_data_tool.factory import ExternalDataToolFactory +_ALLOWED_VARIABLE_ENTITY_TYPE = frozenset( + [ + VariableEntityType.TEXT_INPUT, + VariableEntityType.SELECT, + VariableEntityType.PARAGRAPH, + VariableEntityType.NUMBER, + VariableEntityType.EXTERNAL_DATA_TOOL, + VariableEntityType.CHECKBOX, + ] +) + class BasicVariablesConfigManager: @classmethod @@ -47,6 +58,7 @@ class BasicVariablesConfigManager: VariableEntityType.PARAGRAPH, VariableEntityType.NUMBER, VariableEntityType.SELECT, + VariableEntityType.CHECKBOX, }: variable = variables[variable_type] variable_entities.append( @@ -96,8 +108,17 @@ class BasicVariablesConfigManager: variables = [] for item in config["user_input_form"]: key = list(item.keys())[0] - if key not in {"text-input", "select", "paragraph", "number", "external_data_tool"}: - raise ValueError("Keys in user_input_form list can only be 'text-input', 'paragraph' or 'select'") + # if key not in {"text-input", "select", "paragraph", "number", "external_data_tool"}: + if key not in { + VariableEntityType.TEXT_INPUT, + VariableEntityType.SELECT, + VariableEntityType.PARAGRAPH, + VariableEntityType.NUMBER, + VariableEntityType.EXTERNAL_DATA_TOOL, + VariableEntityType.CHECKBOX, + }: + allowed_keys = ", ".join(i.value for i in _ALLOWED_VARIABLE_ENTITY_TYPE) + raise ValueError(f"Keys in user_input_form list can only be {allowed_keys}") form_item = item[key] if "label" not in form_item: diff --git a/api/core/app/app_config/entities.py b/api/core/app/app_config/entities.py index 0db1d52779..df2074df2c 100644 --- a/api/core/app/app_config/entities.py +++ b/api/core/app/app_config/entities.py @@ -97,6 +97,7 @@ class VariableEntityType(StrEnum): EXTERNAL_DATA_TOOL = "external_data_tool" FILE = "file" FILE_LIST = "file-list" + CHECKBOX = "checkbox" class VariableEntity(BaseModel): diff --git a/api/core/app/app_config/features/more_like_this/manager.py b/api/core/app/app_config/features/more_like_this/manager.py index 496e1beeec..5d5c5ffd7f 100644 --- a/api/core/app/app_config/features/more_like_this/manager.py +++ b/api/core/app/app_config/features/more_like_this/manager.py @@ -1,3 +1,16 @@ +from pydantic import BaseModel, ConfigDict, Field, ValidationError + + +class MoreLikeThisConfig(BaseModel): + enabled: bool = False + model_config = ConfigDict(extra="allow") + + +class AppConfigModel(BaseModel): + more_like_this: MoreLikeThisConfig = Field(default_factory=MoreLikeThisConfig) + model_config = ConfigDict(extra="allow") + + class MoreLikeThisConfigManager: @classmethod def convert(cls, config: dict) -> bool: @@ -6,31 +19,14 @@ class MoreLikeThisConfigManager: :param config: model config args """ - more_like_this = False - more_like_this_dict = config.get("more_like_this") - if more_like_this_dict: - if more_like_this_dict.get("enabled"): - more_like_this = True - - return more_like_this + validated_config, _ = cls.validate_and_set_defaults(config) + return AppConfigModel.model_validate(validated_config).more_like_this.enabled @classmethod def validate_and_set_defaults(cls, config: dict) -> tuple[dict, list[str]]: - """ - Validate and set defaults for more like this feature - - :param config: app model config args - """ - if not config.get("more_like_this"): - config["more_like_this"] = {"enabled": False} - - if not isinstance(config["more_like_this"], dict): - raise ValueError("more_like_this must be of dict type") - - if "enabled" not in config["more_like_this"] or not config["more_like_this"]["enabled"]: - config["more_like_this"]["enabled"] = False - - if not isinstance(config["more_like_this"]["enabled"], bool): - raise ValueError("enabled in more_like_this must be of boolean type") - - return config, ["more_like_this"] + try: + return AppConfigModel.model_validate(config).model_dump(), ["more_like_this"] + except ValidationError as e: + raise ValueError( + "more_like_this must be of dict type and enabled in more_like_this must be of boolean type" + ) diff --git a/api/core/app/apps/advanced_chat/app_generator.py b/api/core/app/apps/advanced_chat/app_generator.py index 52ae20ee16..74e282fdcd 100644 --- a/api/core/app/apps/advanced_chat/app_generator.py +++ b/api/core/app/apps/advanced_chat/app_generator.py @@ -450,6 +450,12 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator): worker_thread.start() + # release database connection, because the following new thread operations may take a long time + db.session.refresh(workflow) + db.session.refresh(message) + db.session.refresh(user) + db.session.close() + # return response or stream generator response = self._handle_advanced_chat_response( application_generate_entity=application_generate_entity, diff --git a/api/core/app/apps/advanced_chat/app_runner.py b/api/core/app/apps/advanced_chat/app_runner.py index 3de2f5ca9e..5e20e80d11 100644 --- a/api/core/app/apps/advanced_chat/app_runner.py +++ b/api/core/app/apps/advanced_chat/app_runner.py @@ -72,7 +72,9 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner): app_config = self.application_generate_entity.app_config app_config = cast(AdvancedChatAppConfig, app_config) - app_record = db.session.query(App).where(App.id == app_config.app_id).first() + with Session(db.engine, expire_on_commit=False) as session: + app_record = session.scalar(select(App).where(App.id == app_config.app_id)) + if not app_record: raise ValueError("App not found") @@ -140,7 +142,7 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner): environment_variables=self._workflow.environment_variables, # Based on the definition of `VariableUnion`, # `list[Variable]` can be safely used as `list[VariableUnion]` since they are compatible. - conversation_variables=cast(list[VariableUnion], conversation_variables), + conversation_variables=conversation_variables, ) # init graph 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 347fed4a17..ee21a4737b 100644 --- a/api/core/app/apps/advanced_chat/generate_task_pipeline.py +++ b/api/core/app/apps/advanced_chat/generate_task_pipeline.py @@ -1,4 +1,5 @@ import logging +import re import time from collections.abc import Callable, Generator, Mapping from contextlib import contextmanager @@ -72,7 +73,6 @@ from core.workflow.repositories.workflow_execution_repository import WorkflowExe from core.workflow.repositories.workflow_node_execution_repository import WorkflowNodeExecutionRepository from core.workflow.system_variable import SystemVariable from core.workflow.workflow_cycle_manager import CycleManagerWorkflowInfo, WorkflowCycleManager -from events.message_event import message_was_created from extensions.ext_database import db from libs.datetime_utils import naive_utc_now from models import Conversation, EndUser, Message, MessageFile @@ -143,6 +143,7 @@ class AdvancedChatAppGenerateTaskPipeline: self._workflow_response_converter = WorkflowResponseConverter( application_generate_entity=application_generate_entity, + user=user, ) self._task_state = WorkflowTaskState() @@ -373,7 +374,7 @@ class AdvancedChatAppGenerateTaskPipeline: ) -> Generator[StreamResponse, None, None]: """Handle node succeeded events.""" # Record files if it's an answer node or end node - if event.node_type in [NodeType.ANSWER, NodeType.END]: + if event.node_type in [NodeType.ANSWER, NodeType.END, NodeType.LLM]: self._recorded_files.extend( self._workflow_response_converter.fetch_files_from_node_outputs(event.outputs or {}) ) @@ -896,7 +897,14 @@ class AdvancedChatAppGenerateTaskPipeline: def _save_message(self, *, session: Session, graph_runtime_state: Optional[GraphRuntimeState] = None) -> None: message = self._get_message(session=session) - message.answer = self._task_state.answer + + # If there are assistant files, remove markdown image links from answer + answer_text = self._task_state.answer + if self._recorded_files: + # Remove markdown image links since we're storing files separately + answer_text = re.sub(r"!\[.*?\]\(.*?\)", "", answer_text).strip() + + message.answer = answer_text message.updated_at = naive_utc_now() message.provider_response_latency = time.perf_counter() - self._base_task_pipeline._start_at message.message_metadata = self._task_state.metadata.model_dump_json() @@ -930,10 +938,6 @@ class AdvancedChatAppGenerateTaskPipeline: self._task_state.metadata.usage = usage else: self._task_state.metadata.usage = LLMUsage.empty_usage() - message_was_created.send( - message, - application_generate_entity=self._application_generate_entity, - ) def _message_end_to_stream_response(self) -> MessageEndStreamResponse: """ diff --git a/api/core/app/apps/agent_chat/app_runner.py b/api/core/app/apps/agent_chat/app_runner.py index 39d6ba39f5..d3207365f3 100644 --- a/api/core/app/apps/agent_chat/app_runner.py +++ b/api/core/app/apps/agent_chat/app_runner.py @@ -1,6 +1,8 @@ import logging from typing import cast +from sqlalchemy import select + from core.agent.cot_chat_agent_runner import CotChatAgentRunner from core.agent.cot_completion_agent_runner import CotCompletionAgentRunner from core.agent.entities import AgentEntity @@ -44,8 +46,8 @@ class AgentChatAppRunner(AppRunner): """ app_config = application_generate_entity.app_config app_config = cast(AgentChatAppConfig, app_config) - - app_record = db.session.query(App).where(App.id == app_config.app_id).first() + app_stmt = select(App).where(App.id == app_config.app_id) + app_record = db.session.scalar(app_stmt) if not app_record: raise ValueError("App not found") @@ -182,11 +184,12 @@ class AgentChatAppRunner(AppRunner): if {ModelFeature.MULTI_TOOL_CALL, ModelFeature.TOOL_CALL}.intersection(model_schema.features or []): agent_entity.strategy = AgentEntity.Strategy.FUNCTION_CALLING - - conversation_result = db.session.query(Conversation).where(Conversation.id == conversation.id).first() + conversation_stmt = select(Conversation).where(Conversation.id == conversation.id) + conversation_result = db.session.scalar(conversation_stmt) if conversation_result is None: raise ValueError("Conversation not found") - message_result = db.session.query(Message).where(Message.id == message.id).first() + msg_stmt = select(Message).where(Message.id == message.id) + message_result = db.session.scalar(msg_stmt) if message_result is None: raise ValueError("Message not found") db.session.close() diff --git a/api/core/app/apps/base_app_generate_response_converter.py b/api/core/app/apps/base_app_generate_response_converter.py index 29c1ad598e..af3731bdc7 100644 --- a/api/core/app/apps/base_app_generate_response_converter.py +++ b/api/core/app/apps/base_app_generate_response_converter.py @@ -8,6 +8,8 @@ from core.app.entities.task_entities import AppBlockingResponse, AppStreamRespon from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError from core.model_runtime.errors.invoke import InvokeError +logger = logging.getLogger(__name__) + class AppGenerateResponseConverter(ABC): _blocking_response_type: type[AppBlockingResponse] @@ -120,7 +122,7 @@ class AppGenerateResponseConverter(ABC): if data: data.setdefault("message", getattr(e, "description", str(e))) else: - logging.error(e) + logger.error(e) data = { "code": "internal_server_error", "message": "Internal Server Error, please contact support.", diff --git a/api/core/app/apps/base_app_generator.py b/api/core/app/apps/base_app_generator.py index beece1d77e..b420ffb8bf 100644 --- a/api/core/app/apps/base_app_generator.py +++ b/api/core/app/apps/base_app_generator.py @@ -1,4 +1,3 @@ -import json from collections.abc import Generator, Mapping, Sequence from typing import TYPE_CHECKING, Any, Optional, Union, final @@ -14,6 +13,7 @@ from core.workflow.repositories.draft_variable_repository import ( NoopDraftVariableSaver, ) from factories import file_factory +from libs.orjson import orjson_dumps from services.workflow_draft_variable_service import DraftVariableSaver as DraftVariableSaverImpl if TYPE_CHECKING: @@ -103,18 +103,23 @@ class BaseAppGenerator: f"(type '{variable_entity.type}') {variable_entity.variable} in input form must be a string" ) - if variable_entity.type == VariableEntityType.NUMBER and isinstance(value, str): - # handle empty string case - if not value.strip(): - return None - # may raise ValueError if user_input_value is not a valid number - try: - if "." in value: - return float(value) - else: - return int(value) - except ValueError: - raise ValueError(f"{variable_entity.variable} in input form must be a valid number") + if variable_entity.type == VariableEntityType.NUMBER: + if isinstance(value, (int, float)): + return value + elif isinstance(value, str): + # handle empty string case + if not value.strip(): + return None + # may raise ValueError if user_input_value is not a valid number + try: + if "." in value: + return float(value) + else: + return int(value) + except ValueError: + raise ValueError(f"{variable_entity.variable} in input form must be a valid number") + else: + raise TypeError(f"expected value type int, float or str, got {type(value)}, value: {value}") match variable_entity.type: case VariableEntityType.SELECT: @@ -144,6 +149,11 @@ class BaseAppGenerator: raise ValueError( 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") + case _: + raise AssertionError("this statement should be unreachable.") return value @@ -164,7 +174,7 @@ class BaseAppGenerator: def gen(): for message in generator: if isinstance(message, Mapping | dict): - yield f"data: {json.dumps(message)}\n\n" + yield f"data: {orjson_dumps(message)}\n\n" else: yield f"event: {message}\n\n" diff --git a/api/core/app/apps/base_app_queue_manager.py b/api/core/app/apps/base_app_queue_manager.py index 9da0bae56a..07b557d3d5 100644 --- a/api/core/app/apps/base_app_queue_manager.py +++ b/api/core/app/apps/base_app_queue_manager.py @@ -1,7 +1,7 @@ import queue import time from abc import abstractmethod -from enum import Enum +from enum import IntEnum, auto from typing import Any, Optional from sqlalchemy.orm import DeclarativeMeta @@ -19,9 +19,9 @@ from core.app.entities.queue_entities import ( from extensions.ext_redis import redis_client -class PublishFrom(Enum): - APPLICATION_MANAGER = 1 - TASK_PIPELINE = 2 +class PublishFrom(IntEnum): + APPLICATION_MANAGER = auto() + TASK_PIPELINE = auto() class AppQueueManager: diff --git a/api/core/app/apps/chat/app_runner.py b/api/core/app/apps/chat/app_runner.py index 894d7906d5..4385d0f08d 100644 --- a/api/core/app/apps/chat/app_runner.py +++ b/api/core/app/apps/chat/app_runner.py @@ -1,6 +1,8 @@ import logging from typing import cast +from sqlalchemy import select + from core.app.apps.base_app_queue_manager import AppQueueManager, PublishFrom from core.app.apps.base_app_runner import AppRunner from core.app.apps.chat.app_config_manager import ChatAppConfig @@ -42,8 +44,8 @@ class ChatAppRunner(AppRunner): """ app_config = application_generate_entity.app_config app_config = cast(ChatAppConfig, app_config) - - app_record = db.session.query(App).where(App.id == app_config.app_id).first() + stmt = select(App).where(App.id == app_config.app_id) + app_record = db.session.scalar(stmt) if not app_record: raise ValueError("App not found") diff --git a/api/core/app/apps/common/workflow_response_converter.py b/api/core/app/apps/common/workflow_response_converter.py index 1a89237333..c8760d3cf0 100644 --- a/api/core/app/apps/common/workflow_response_converter.py +++ b/api/core/app/apps/common/workflow_response_converter.py @@ -3,7 +3,6 @@ from collections.abc import Mapping, Sequence from datetime import UTC, datetime from typing import Any, Optional, Union, cast -from sqlalchemy import select from sqlalchemy.orm import Session from core.app.entities.app_invoke_entities import AdvancedChatAppGenerateEntity, WorkflowAppGenerateEntity @@ -53,9 +52,7 @@ from core.workflow.workflow_type_encoder import WorkflowRuntimeTypeConverter from libs.datetime_utils import naive_utc_now from models import ( Account, - CreatorUserRole, EndUser, - WorkflowRun, ) @@ -64,8 +61,10 @@ class WorkflowResponseConverter: self, *, application_generate_entity: Union[AdvancedChatAppGenerateEntity, WorkflowAppGenerateEntity], + user: Union[Account, EndUser], ) -> None: self._application_generate_entity = application_generate_entity + self._user = user def workflow_start_to_stream_response( self, @@ -92,27 +91,21 @@ class WorkflowResponseConverter: workflow_execution: WorkflowExecution, ) -> WorkflowFinishStreamResponse: created_by = None - workflow_run = session.scalar(select(WorkflowRun).where(WorkflowRun.id == workflow_execution.id_)) - assert workflow_run is not None - if workflow_run.created_by_role == CreatorUserRole.ACCOUNT: - stmt = select(Account).where(Account.id == workflow_run.created_by) - account = session.scalar(stmt) - if account: - created_by = { - "id": account.id, - "name": account.name, - "email": account.email, - } - elif workflow_run.created_by_role == CreatorUserRole.END_USER: - stmt = select(EndUser).where(EndUser.id == workflow_run.created_by) - end_user = session.scalar(stmt) - if end_user: - created_by = { - "id": end_user.id, - "user": end_user.session_id, - } + + user = self._user + if isinstance(user, Account): + created_by = { + "id": user.id, + "name": user.name, + "email": user.email, + } + elif isinstance(user, EndUser): + created_by = { + "id": user.id, + "user": user.session_id, + } else: - raise NotImplementedError(f"unknown created_by_role: {workflow_run.created_by_role}") + raise NotImplementedError(f"User type not supported: {type(user)}") # Handle the case where finished_at is None by using current time as default finished_at_timestamp = ( diff --git a/api/core/app/apps/completion/app_generator.py b/api/core/app/apps/completion/app_generator.py index 64dade2968..8d2f3d488b 100644 --- a/api/core/app/apps/completion/app_generator.py +++ b/api/core/app/apps/completion/app_generator.py @@ -6,6 +6,7 @@ from typing import Any, Literal, Union, overload from flask import Flask, copy_current_request_context, current_app from pydantic import ValidationError +from sqlalchemy import select from configs import dify_config from core.app.app_config.easy_ui_based_app.model_config.converter import ModelConfigConverter @@ -248,17 +249,14 @@ class CompletionAppGenerator(MessageBasedAppGenerator): :param invoke_from: invoke from source :param stream: is stream """ - message = ( - db.session.query(Message) - .where( - Message.id == message_id, - Message.app_id == app_model.id, - Message.from_source == ("api" if isinstance(user, EndUser) else "console"), - Message.from_end_user_id == (user.id if isinstance(user, EndUser) else None), - Message.from_account_id == (user.id if isinstance(user, Account) else None), - ) - .first() + stmt = select(Message).where( + Message.id == message_id, + Message.app_id == app_model.id, + Message.from_source == ("api" if isinstance(user, EndUser) else "console"), + Message.from_end_user_id == (user.id if isinstance(user, EndUser) else None), + Message.from_account_id == (user.id if isinstance(user, Account) else None), ) + message = db.session.scalar(stmt) if not message: raise MessageNotExistsError() diff --git a/api/core/app/apps/completion/app_runner.py b/api/core/app/apps/completion/app_runner.py index 50d2a0036c..d384bff255 100644 --- a/api/core/app/apps/completion/app_runner.py +++ b/api/core/app/apps/completion/app_runner.py @@ -1,6 +1,8 @@ import logging from typing import cast +from sqlalchemy import select + from core.app.apps.base_app_queue_manager import AppQueueManager from core.app.apps.base_app_runner import AppRunner from core.app.apps.completion.app_config_manager import CompletionAppConfig @@ -35,8 +37,8 @@ class CompletionAppRunner(AppRunner): """ app_config = application_generate_entity.app_config app_config = cast(CompletionAppConfig, app_config) - - app_record = db.session.query(App).where(App.id == app_config.app_id).first() + stmt = select(App).where(App.id == app_config.app_id) + app_record = db.session.scalar(stmt) if not app_record: raise ValueError("App not found") diff --git a/api/core/app/apps/message_based_app_generator.py b/api/core/app/apps/message_based_app_generator.py index 11c979765b..92f3b6507c 100644 --- a/api/core/app/apps/message_based_app_generator.py +++ b/api/core/app/apps/message_based_app_generator.py @@ -3,6 +3,9 @@ import logging from collections.abc import Generator from typing import Optional, Union, cast +from sqlalchemy import select +from sqlalchemy.orm import Session + from core.app.app_config.entities import EasyUIBasedAppConfig, EasyUIBasedAppModelConfigFrom from core.app.apps.base_app_generator import BaseAppGenerator from core.app.apps.base_app_queue_manager import AppQueueManager @@ -83,11 +86,10 @@ class MessageBasedAppGenerator(BaseAppGenerator): def _get_app_model_config(self, app_model: App, conversation: Optional[Conversation] = None) -> AppModelConfig: if conversation: - app_model_config = ( - db.session.query(AppModelConfig) - .where(AppModelConfig.id == conversation.app_model_config_id, AppModelConfig.app_id == app_model.id) - .first() + stmt = select(AppModelConfig).where( + AppModelConfig.id == conversation.app_model_config_id, AppModelConfig.app_id == app_model.id ) + app_model_config = db.session.scalar(stmt) if not app_model_config: raise AppModelConfigBrokenError() @@ -253,7 +255,8 @@ class MessageBasedAppGenerator(BaseAppGenerator): :param conversation_id: conversation id :return: conversation """ - conversation = db.session.query(Conversation).where(Conversation.id == conversation_id).first() + with Session(db.engine, expire_on_commit=False) as session: + conversation = session.scalar(select(Conversation).where(Conversation.id == conversation_id)) if not conversation: raise ConversationNotExistsError("Conversation not exists") @@ -266,7 +269,8 @@ class MessageBasedAppGenerator(BaseAppGenerator): :param message_id: message id :return: message """ - message = db.session.query(Message).where(Message.id == message_id).first() + with Session(db.engine, expire_on_commit=False) as session: + message = session.scalar(select(Message).where(Message.id == message_id)) if message is None: raise MessageNotExistsError("Message not exists") diff --git a/api/core/app/apps/workflow/generate_task_pipeline.py b/api/core/app/apps/workflow/generate_task_pipeline.py index 537c070adf..58e51ccca5 100644 --- a/api/core/app/apps/workflow/generate_task_pipeline.py +++ b/api/core/app/apps/workflow/generate_task_pipeline.py @@ -131,6 +131,7 @@ class WorkflowAppGenerateTaskPipeline: self._workflow_response_converter = WorkflowResponseConverter( application_generate_entity=application_generate_entity, + user=user, ) self._application_generate_entity = application_generate_entity diff --git a/api/core/app/entities/queue_entities.py b/api/core/app/entities/queue_entities.py index d663dbb175..db0297c352 100644 --- a/api/core/app/entities/queue_entities.py +++ b/api/core/app/entities/queue_entities.py @@ -118,7 +118,7 @@ class QueueIterationNextEvent(AppQueueEvent): parent_parallel_start_node_id: Optional[str] = None """parent parallel start node id if node is in parallel""" parallel_mode_run_id: Optional[str] = None - """iteratoin run in parallel mode run id""" + """iteration run in parallel mode run id""" node_run_index: int output: Optional[Any] = None # output for the current iteration duration: Optional[float] = None @@ -201,7 +201,7 @@ class QueueLoopNextEvent(AppQueueEvent): parent_parallel_start_node_id: Optional[str] = None """parent parallel start node id if node is in parallel""" parallel_mode_run_id: Optional[str] = None - """iteratoin run in parallel mode run id""" + """iteration run in parallel mode run id""" node_run_index: int output: Optional[Any] = None # output for the current loop duration: Optional[float] = None @@ -382,7 +382,7 @@ class QueueNodeStartedEvent(AppQueueEvent): """loop id if node is in loop""" start_at: datetime parallel_mode_run_id: Optional[str] = None - """iteratoin run in parallel mode run id""" + """iteration run in parallel mode run id""" agent_strategy: Optional[AgentNodeStrategyInit] = None diff --git a/api/core/app/features/annotation_reply/annotation_reply.py b/api/core/app/features/annotation_reply/annotation_reply.py index b829340401..be183e2086 100644 --- a/api/core/app/features/annotation_reply/annotation_reply.py +++ b/api/core/app/features/annotation_reply/annotation_reply.py @@ -1,6 +1,8 @@ import logging from typing import Optional +from sqlalchemy import select + from core.app.entities.app_invoke_entities import InvokeFrom from core.rag.datasource.vdb.vector_factory import Vector from extensions.ext_database import db @@ -25,9 +27,8 @@ class AnnotationReplyFeature: :param invoke_from: invoke from :return: """ - annotation_setting = ( - db.session.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app_record.id).first() - ) + stmt = select(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app_record.id) + annotation_setting = db.session.scalar(stmt) if not annotation_setting: return 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 471118c8cb..e3b917067f 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 @@ -472,9 +472,10 @@ class EasyUIBasedGenerateTaskPipeline(BasedGenerateTaskPipeline): :param event: agent thought event :return: """ - agent_thought: Optional[MessageAgentThought] = ( - db.session.query(MessageAgentThought).where(MessageAgentThought.id == event.agent_thought_id).first() - ) + with Session(db.engine, expire_on_commit=False) as session: + agent_thought: Optional[MessageAgentThought] = ( + session.query(MessageAgentThought).where(MessageAgentThought.id == event.agent_thought_id).first() + ) if agent_thought: return AgentThoughtStreamResponse( diff --git a/api/core/app/task_pipeline/exc.py b/api/core/app/task_pipeline/exc.py index df62776977..d88caa9875 100644 --- a/api/core/app/task_pipeline/exc.py +++ b/api/core/app/task_pipeline/exc.py @@ -1,8 +1,8 @@ -class TaskPipilineError(ValueError): +class TaskPipelineError(ValueError): pass -class RecordNotFoundError(TaskPipilineError): +class RecordNotFoundError(TaskPipelineError): def __init__(self, record_name: str, record_id: str): super().__init__(f"{record_name} with id {record_id} not found") diff --git a/api/core/app/task_pipeline/message_cycle_manager.py b/api/core/app/task_pipeline/message_cycle_manager.py index 0d786ba051..5c19eda21e 100644 --- a/api/core/app/task_pipeline/message_cycle_manager.py +++ b/api/core/app/task_pipeline/message_cycle_manager.py @@ -3,6 +3,8 @@ from threading import Thread from typing import Optional, Union from flask import Flask, current_app +from sqlalchemy import select +from sqlalchemy.orm import Session from configs import dify_config from core.app.entities.app_invoke_entities import ( @@ -32,6 +34,8 @@ from extensions.ext_database import db from models.model import AppMode, Conversation, MessageAnnotation, MessageFile from services.annotation_service import AppAnnotationService +logger = logging.getLogger(__name__) + class MessageCycleManager: def __init__( @@ -82,7 +86,8 @@ class MessageCycleManager: def _generate_conversation_name_worker(self, flask_app: Flask, conversation_id: str, query: str): with flask_app.app_context(): # get conversation and message - conversation = db.session.query(Conversation).where(Conversation.id == conversation_id).first() + stmt = select(Conversation).where(Conversation.id == conversation_id) + conversation = db.session.scalar(stmt) if not conversation: return @@ -98,7 +103,7 @@ class MessageCycleManager: conversation.name = name except Exception as e: if dify_config.DEBUG: - logging.exception("generate conversation name failed, conversation_id: %s", conversation_id) + logger.exception("generate conversation name failed, conversation_id: %s", conversation_id) pass db.session.merge(conversation) @@ -141,7 +146,8 @@ class MessageCycleManager: :param event: event :return: """ - message_file = db.session.query(MessageFile).where(MessageFile.id == event.message_file_id).first() + with Session(db.engine, expire_on_commit=False) as session: + message_file = session.scalar(select(MessageFile).where(MessageFile.id == event.message_file_id)) if message_file and message_file.url is not None: # get tool file id @@ -181,7 +187,8 @@ class MessageCycleManager: :param message_id: message id :return: """ - message_file = db.session.query(MessageFile).where(MessageFile.id == message_id).first() + with Session(db.engine, expire_on_commit=False) as session: + message_file = session.scalar(select(MessageFile).where(MessageFile.id == message_id)) event_type = StreamEvent.MESSAGE_FILE if message_file else StreamEvent.MESSAGE return MessageStreamResponse( diff --git a/api/core/callback_handler/index_tool_callback_handler.py b/api/core/callback_handler/index_tool_callback_handler.py index c55ba5e0fe..5cf39d7611 100644 --- a/api/core/callback_handler/index_tool_callback_handler.py +++ b/api/core/callback_handler/index_tool_callback_handler.py @@ -1,6 +1,8 @@ import logging from collections.abc import Sequence +from sqlalchemy import select + from core.app.apps.base_app_queue_manager import AppQueueManager, PublishFrom from core.app.entities.app_invoke_entities import InvokeFrom from core.app.entities.queue_entities import QueueRetrieverResourcesEvent @@ -49,7 +51,8 @@ class DatasetIndexToolCallbackHandler: for document in documents: if document.metadata is not None: document_id = document.metadata["document_id"] - dataset_document = db.session.query(DatasetDocument).where(DatasetDocument.id == document_id).first() + dataset_document_stmt = select(DatasetDocument).where(DatasetDocument.id == document_id) + dataset_document = db.session.scalar(dataset_document_stmt) if not dataset_document: _logger.warning( "Expected DatasetDocument record to exist, but none was found, document_id=%s", @@ -57,15 +60,12 @@ class DatasetIndexToolCallbackHandler: ) continue if dataset_document.doc_form == IndexType.PARENT_CHILD_INDEX: - child_chunk = ( - db.session.query(ChildChunk) - .where( - ChildChunk.index_node_id == document.metadata["doc_id"], - ChildChunk.dataset_id == dataset_document.dataset_id, - ChildChunk.document_id == dataset_document.id, - ) - .first() + child_chunk_stmt = select(ChildChunk).where( + ChildChunk.index_node_id == document.metadata["doc_id"], + ChildChunk.dataset_id == dataset_document.dataset_id, + ChildChunk.document_id == dataset_document.id, ) + child_chunk = db.session.scalar(child_chunk_stmt) if child_chunk: segment = ( db.session.query(DocumentSegment) diff --git a/api/core/extension/extensible.py b/api/core/extension/extensible.py index ae4671a381..fa32b29f31 100644 --- a/api/core/extension/extensible.py +++ b/api/core/extension/extensible.py @@ -10,6 +10,8 @@ from pydantic import BaseModel from core.helper.position_helper import sort_to_dict_by_position_map +logger = logging.getLogger(__name__) + class ExtensionModule(enum.Enum): MODERATION = "moderation" @@ -66,7 +68,7 @@ class Extensible: # Check for extension module file if (extension_name + ".py") not in file_names: - logging.warning("Missing %s.py file in %s, Skip.", extension_name, subdir_path) + logger.warning("Missing %s.py file in %s, Skip.", extension_name, subdir_path) continue # Check for builtin flag and position @@ -95,7 +97,7 @@ class Extensible: break if not extension_class: - logging.warning("Missing subclass of %s in %s, Skip.", cls.__name__, module_name) + logger.warning("Missing subclass of %s in %s, Skip.", cls.__name__, module_name) continue # Load schema if not builtin @@ -103,7 +105,7 @@ class Extensible: if not builtin: json_path = os.path.join(subdir_path, "schema.json") if not os.path.exists(json_path): - logging.warning("Missing schema.json file in %s, Skip.", subdir_path) + logger.warning("Missing schema.json file in %s, Skip.", subdir_path) continue with open(json_path, encoding="utf-8") as f: @@ -122,7 +124,7 @@ class Extensible: ) except Exception as e: - logging.exception("Error scanning extensions") + logger.exception("Error scanning extensions") raise # Sort extensions by position diff --git a/api/core/external_data_tool/api/api.py b/api/core/external_data_tool/api/api.py index d81f372d40..2100e7fadc 100644 --- a/api/core/external_data_tool/api/api.py +++ b/api/core/external_data_tool/api/api.py @@ -1,5 +1,7 @@ from typing import Optional +from sqlalchemy import select + from core.extension.api_based_extension_requestor import APIBasedExtensionRequestor from core.external_data_tool.base import ExternalDataTool from core.helper import encrypter @@ -28,13 +30,11 @@ class ApiExternalDataTool(ExternalDataTool): api_based_extension_id = config.get("api_based_extension_id") if not api_based_extension_id: raise ValueError("api_based_extension_id is required") - # get api_based_extension - api_based_extension = ( - db.session.query(APIBasedExtension) - .where(APIBasedExtension.tenant_id == tenant_id, APIBasedExtension.id == api_based_extension_id) - .first() + stmt = select(APIBasedExtension).where( + APIBasedExtension.tenant_id == tenant_id, APIBasedExtension.id == api_based_extension_id ) + api_based_extension = db.session.scalar(stmt) if not api_based_extension: raise ValueError("api_based_extension_id is invalid") @@ -52,13 +52,11 @@ class ApiExternalDataTool(ExternalDataTool): raise ValueError(f"config is required, config: {self.config}") api_based_extension_id = self.config.get("api_based_extension_id") assert api_based_extension_id is not None, "api_based_extension_id is required" - # get api_based_extension - api_based_extension = ( - db.session.query(APIBasedExtension) - .where(APIBasedExtension.tenant_id == self.tenant_id, APIBasedExtension.id == api_based_extension_id) - .first() + stmt = select(APIBasedExtension).where( + APIBasedExtension.tenant_id == self.tenant_id, APIBasedExtension.id == api_based_extension_id ) + api_based_extension = db.session.scalar(stmt) if not api_based_extension: raise ValueError( diff --git a/api/core/file/file_manager.py b/api/core/file/file_manager.py index 770014aa72..e3fd175d95 100644 --- a/api/core/file/file_manager.py +++ b/api/core/file/file_manager.py @@ -88,6 +88,7 @@ def to_prompt_message_content( "url": _to_url(f) if dify_config.MULTIMODAL_SEND_FORMAT == "url" else "", "format": f.extension.removeprefix("."), "mime_type": f.mime_type, + "filename": f.filename or "", } if f.type == FileType.IMAGE: params["detail"] = image_detail_config or ImagePromptMessageContent.DETAIL.LOW diff --git a/api/core/helper/encrypter.py b/api/core/helper/encrypter.py index f761d20374..fc54a17f50 100644 --- a/api/core/helper/encrypter.py +++ b/api/core/helper/encrypter.py @@ -3,7 +3,7 @@ import base64 from libs import rsa -def obfuscated_token(token: str): +def obfuscated_token(token: str) -> str: if not token: return token if len(token) <= 8: @@ -11,12 +11,17 @@ def obfuscated_token(token: str): return token[:6] + "*" * 12 + token[-2:] +def full_mask_token(token_length=20): + return "*" * token_length + + def encrypt_token(tenant_id: str, token: str): from models.account import Tenant from models.engine import db if not (tenant := db.session.query(Tenant).where(Tenant.id == tenant_id).first()): raise ValueError(f"Tenant with id {tenant_id} not found") + assert tenant.encrypt_public_key is not None encrypted_token = rsa.encrypt(token, tenant.encrypt_public_key) return base64.b64encode(encrypted_token).decode() diff --git a/api/core/helper/marketplace.py b/api/core/helper/marketplace.py index fe3078923d..e837f2fd38 100644 --- a/api/core/helper/marketplace.py +++ b/api/core/helper/marketplace.py @@ -1,6 +1,6 @@ from collections.abc import Sequence -import requests +import httpx from yarl import URL from configs import dify_config @@ -23,7 +23,7 @@ def batch_fetch_plugin_manifests(plugin_ids: list[str]) -> Sequence[MarketplaceP return [] url = str(marketplace_api_url / "api/v1/plugins/batch") - response = requests.post(url, json={"plugin_ids": plugin_ids}) + response = httpx.post(url, json={"plugin_ids": plugin_ids}) response.raise_for_status() return [MarketplacePluginDeclaration(**plugin) for plugin in response.json()["data"]["plugins"]] @@ -36,7 +36,7 @@ def batch_fetch_plugin_manifests_ignore_deserialization_error( return [] url = str(marketplace_api_url / "api/v1/plugins/batch") - response = requests.post(url, json={"plugin_ids": plugin_ids}) + response = httpx.post(url, json={"plugin_ids": plugin_ids}) response.raise_for_status() result: list[MarketplacePluginDeclaration] = [] for plugin in response.json()["data"]["plugins"]: @@ -50,5 +50,5 @@ def batch_fetch_plugin_manifests_ignore_deserialization_error( def record_install_plugin_event(plugin_unique_identifier: str): url = str(marketplace_api_url / "api/v1/stats/plugins/install_count") - response = requests.post(url, json={"unique_identifier": plugin_unique_identifier}) + response = httpx.post(url, json={"unique_identifier": plugin_unique_identifier}) response.raise_for_status() diff --git a/api/core/helper/module_import_helper.py b/api/core/helper/module_import_helper.py index 251309fa2c..159c5d23fa 100644 --- a/api/core/helper/module_import_helper.py +++ b/api/core/helper/module_import_helper.py @@ -4,6 +4,8 @@ import sys from types import ModuleType from typing import AnyStr +logger = logging.getLogger(__name__) + def import_module_from_source(*, module_name: str, py_file_path: AnyStr, use_lazy_loader: bool = False) -> ModuleType: """ @@ -30,7 +32,7 @@ def import_module_from_source(*, module_name: str, py_file_path: AnyStr, use_laz spec.loader.exec_module(module) return module except Exception as e: - logging.exception("Failed to load module %s from script file '%s'", module_name, repr(py_file_path)) + logger.exception("Failed to load module %s from script file '%s'", module_name, repr(py_file_path)) raise e diff --git a/api/core/helper/ssrf_proxy.py b/api/core/helper/ssrf_proxy.py index 329527633c..efeba9e5ee 100644 --- a/api/core/helper/ssrf_proxy.py +++ b/api/core/helper/ssrf_proxy.py @@ -9,6 +9,8 @@ import httpx from configs import dify_config +logger = logging.getLogger(__name__) + SSRF_DEFAULT_MAX_RETRIES = dify_config.SSRF_DEFAULT_MAX_RETRIES HTTP_REQUEST_NODE_SSL_VERIFY = True # Default value for HTTP_REQUEST_NODE_SSL_VERIFY is True @@ -73,12 +75,12 @@ def make_request(method, url, max_retries=SSRF_DEFAULT_MAX_RETRIES, **kwargs): if response.status_code not in STATUS_FORCELIST: return response else: - logging.warning( + logger.warning( "Received status code %s for URL %s which is in the force list", response.status_code, url ) except httpx.RequestError as e: - logging.warning("Request to URL %s failed on attempt %s: %s", url, retries + 1, e) + logger.warning("Request to URL %s failed on attempt %s: %s", url, retries + 1, e) if max_retries == 0: raise diff --git a/api/core/indexing_runner.py b/api/core/indexing_runner.py index 9876194608..4a768618f5 100644 --- a/api/core/indexing_runner.py +++ b/api/core/indexing_runner.py @@ -8,6 +8,7 @@ import uuid from typing import Any, Optional, cast from flask import current_app +from sqlalchemy import select from sqlalchemy.orm.exc import ObjectDeletedError from configs import dify_config @@ -39,6 +40,8 @@ from models.dataset import Document as DatasetDocument from models.model import UploadFile from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + class IndexingRunner: def __init__(self): @@ -54,13 +57,11 @@ class IndexingRunner: if not dataset: raise ValueError("no dataset found") - # get the process rule - processing_rule = ( - db.session.query(DatasetProcessRule) - .where(DatasetProcessRule.id == dataset_document.dataset_process_rule_id) - .first() + stmt = select(DatasetProcessRule).where( + DatasetProcessRule.id == dataset_document.dataset_process_rule_id ) + processing_rule = db.session.scalar(stmt) if not processing_rule: raise ValueError("no process rule found") index_type = dataset_document.doc_form @@ -90,9 +91,9 @@ class IndexingRunner: dataset_document.stopped_at = naive_utc_now() db.session.commit() except ObjectDeletedError: - logging.warning("Document deleted, document id: %s", dataset_document.id) + logger.warning("Document deleted, document id: %s", dataset_document.id) except Exception as e: - logging.exception("consume document failed") + logger.exception("consume document failed") dataset_document.indexing_status = "error" dataset_document.error = str(e) dataset_document.stopped_at = naive_utc_now() @@ -121,11 +122,8 @@ class IndexingRunner: db.session.query(ChildChunk).where(ChildChunk.segment_id == document_segment.id).delete() db.session.commit() # get the process rule - processing_rule = ( - db.session.query(DatasetProcessRule) - .where(DatasetProcessRule.id == dataset_document.dataset_process_rule_id) - .first() - ) + stmt = select(DatasetProcessRule).where(DatasetProcessRule.id == dataset_document.dataset_process_rule_id) + processing_rule = db.session.scalar(stmt) if not processing_rule: raise ValueError("no process rule found") @@ -153,7 +151,7 @@ class IndexingRunner: dataset_document.stopped_at = naive_utc_now() db.session.commit() except Exception as e: - logging.exception("consume document failed") + logger.exception("consume document failed") dataset_document.indexing_status = "error" dataset_document.error = str(e) dataset_document.stopped_at = naive_utc_now() @@ -206,15 +204,7 @@ class IndexingRunner: child_documents.append(child_document) document.children = child_documents documents.append(document) - # build index - # get the process rule - processing_rule = ( - db.session.query(DatasetProcessRule) - .where(DatasetProcessRule.id == dataset_document.dataset_process_rule_id) - .first() - ) - index_type = dataset_document.doc_form index_processor = IndexProcessorFactory(index_type).init_index_processor() self._load( @@ -228,7 +218,7 @@ class IndexingRunner: dataset_document.stopped_at = naive_utc_now() db.session.commit() except Exception as e: - logging.exception("consume document failed") + logger.exception("consume document failed") dataset_document.indexing_status = "error" dataset_document.error = str(e) dataset_document.stopped_at = naive_utc_now() @@ -315,13 +305,14 @@ class IndexingRunner: # delete image files and related db records image_upload_file_ids = get_image_upload_file_ids(document.page_content) for upload_file_id in image_upload_file_ids: - image_file = db.session.query(UploadFile).where(UploadFile.id == upload_file_id).first() + stmt = select(UploadFile).where(UploadFile.id == upload_file_id) + image_file = db.session.scalar(stmt) if image_file is None: continue try: storage.delete(image_file.key) except Exception: - logging.exception( + logger.exception( "Delete image_files failed while indexing_estimate, \ image_upload_file_is: %s", upload_file_id, @@ -344,10 +335,8 @@ class IndexingRunner: if dataset_document.data_source_type == "upload_file": if not data_source_info or "upload_file_id" not in data_source_info: raise ValueError("no upload file found") - - file_detail = ( - db.session.query(UploadFile).where(UploadFile.id == data_source_info["upload_file_id"]).one_or_none() - ) + stmt = select(UploadFile).where(UploadFile.id == data_source_info["upload_file_id"]) + file_detail = db.session.scalars(stmt).one_or_none() if file_detail: extract_setting = ExtractSetting( diff --git a/api/core/llm_generator/llm_generator.py b/api/core/llm_generator/llm_generator.py index 4afbf5eda6..c5c10f096d 100644 --- a/api/core/llm_generator/llm_generator.py +++ b/api/core/llm_generator/llm_generator.py @@ -31,6 +31,8 @@ from core.workflow.entities.workflow_node_execution import WorkflowNodeExecution from core.workflow.graph_engine.entities.event import AgentLogEvent from models import App, Message, WorkflowNodeExecutionModel, db +logger = logging.getLogger(__name__) + class LLMGenerator: @classmethod @@ -68,7 +70,7 @@ class LLMGenerator: result_dict = json.loads(cleaned_answer) answer = result_dict["Your Output"] except json.JSONDecodeError as e: - logging.exception("Failed to generate name after answer, use query instead") + logger.exception("Failed to generate name after answer, use query instead") answer = query name = answer.strip() @@ -125,7 +127,7 @@ class LLMGenerator: except InvokeError: questions = [] except Exception: - logging.exception("Failed to generate suggested questions after answer") + logger.exception("Failed to generate suggested questions after answer") questions = [] return questions @@ -173,7 +175,7 @@ class LLMGenerator: error = str(e) error_step = "generate rule config" except Exception as e: - logging.exception("Failed to generate rule config, model: %s", model_config.get("name")) + logger.exception("Failed to generate rule config, model: %s", model_config.get("name")) rule_config["error"] = str(e) rule_config["error"] = f"Failed to {error_step}. Error: {error}" if error else "" @@ -270,7 +272,7 @@ class LLMGenerator: error_step = "generate conversation opener" except Exception as e: - logging.exception("Failed to generate rule config, model: %s", model_config.get("name")) + logger.exception("Failed to generate rule config, model: %s", model_config.get("name")) rule_config["error"] = str(e) rule_config["error"] = f"Failed to {error_step}. Error: {error}" if error else "" @@ -319,7 +321,7 @@ class LLMGenerator: error = str(e) return {"code": "", "language": code_language, "error": f"Failed to generate code. Error: {error}"} except Exception as e: - logging.exception( + logger.exception( "Failed to invoke LLM model, model: %s, language: %s", model_config.get("name"), code_language ) return {"code": "", "language": code_language, "error": f"An unexpected error occurred: {str(e)}"} @@ -392,14 +394,13 @@ class LLMGenerator: error = str(e) return {"output": "", "error": f"Failed to generate JSON Schema. Error: {error}"} except Exception as e: - logging.exception("Failed to invoke LLM model, model: %s", model_config.get("name")) + logger.exception("Failed to invoke LLM model, model: %s", model_config.get("name")) return {"output": "", "error": f"An unexpected error occurred: {str(e)}"} @staticmethod def instruction_modify_legacy( tenant_id: str, flow_id: str, current: str, instruction: str, model_config: dict, ideal_output: str | None ) -> dict: - app: App | None = db.session.query(App).where(App.id == flow_id).first() last_run: Message | None = ( db.session.query(Message).where(Message.app_id == flow_id).order_by(Message.created_at.desc()).first() ) @@ -570,5 +571,7 @@ class LLMGenerator: error = str(e) return {"error": f"Failed to generate code. Error: {error}"} except Exception as e: - logging.exception("Failed to invoke LLM model, model: %s", model_config.get("name"), exc_info=e) + logger.exception( + "Failed to invoke LLM model, model: %s", json.dumps(model_config.get("name")), exc_info=True + ) return {"error": f"An unexpected error occurred: {str(e)}"} diff --git a/api/core/mcp/mcp_client.py b/api/core/mcp/mcp_client.py index 7d90d51956..d3f97a87cf 100644 --- a/api/core/mcp/mcp_client.py +++ b/api/core/mcp/mcp_client.py @@ -152,7 +152,7 @@ class MCPClient: # ExitStack will handle proper cleanup of all managed context managers self._exit_stack.close() except Exception as e: - logging.exception("Error during cleanup") + logger.exception("Error during cleanup") raise ValueError(f"Error during cleanup: {e}") finally: self._session = None diff --git a/api/core/mcp/server/streamable_http.py b/api/core/mcp/server/streamable_http.py index efe91bbff4..5851c6d406 100644 --- a/api/core/mcp/server/streamable_http.py +++ b/api/core/mcp/server/streamable_http.py @@ -4,224 +4,259 @@ from collections.abc import Mapping from typing import Any, cast from configs import dify_config -from controllers.web.passport import generate_session_id from core.app.app_config.entities import VariableEntity, VariableEntityType from core.app.entities.app_invoke_entities import InvokeFrom from core.app.features.rate_limiting.rate_limit import RateLimitGenerator -from core.mcp import types -from core.mcp.types import INTERNAL_ERROR, INVALID_PARAMS, METHOD_NOT_FOUND -from core.mcp.utils import create_mcp_error_response -from core.model_runtime.utils.encoders import jsonable_encoder -from extensions.ext_database import db +from core.mcp import types as mcp_types from models.model import App, AppMCPServer, AppMode, EndUser from services.app_generate_service import AppGenerateService logger = logging.getLogger(__name__) -class MCPServerStreamableHTTPRequestHandler: +def handle_mcp_request( + app: App, + request: mcp_types.ClientRequest, + user_input_form: list[VariableEntity], + mcp_server: AppMCPServer, + end_user: EndUser | None = None, + request_id: int | str = 1, +) -> mcp_types.JSONRPCResponse | mcp_types.JSONRPCError: """ - Apply to MCP HTTP streamable server with stateless http + Handle MCP request and return JSON-RPC response + + Args: + app: The Dify app instance + request: The JSON-RPC request message + user_input_form: List of variable entities for the app + mcp_server: The MCP server configuration + end_user: Optional end user + request_id: The request ID + + Returns: + JSON-RPC response or error """ - def __init__( - self, app: App, request: types.ClientRequest | types.ClientNotification, user_input_form: list[VariableEntity] - ): - self.app = app - self.request = request - mcp_server = db.session.query(AppMCPServer).where(AppMCPServer.app_id == self.app.id).first() - if not mcp_server: - raise ValueError("MCP server not found") - self.mcp_server: AppMCPServer = mcp_server - self.end_user = self.retrieve_end_user() - self.user_input_form = user_input_form + request_type = type(request.root) - @property - def request_type(self): - return type(self.request.root) + def create_success_response(result_data: mcp_types.Result) -> mcp_types.JSONRPCResponse: + """Create success response with business result data""" + return mcp_types.JSONRPCResponse( + jsonrpc="2.0", + id=request_id, + result=result_data.model_dump(by_alias=True, mode="json", exclude_none=True), + ) - @property - def parameter_schema(self): - parameters, required = self._convert_input_form_to_parameters(self.user_input_form) - if self.app.mode in {AppMode.COMPLETION.value, AppMode.WORKFLOW.value}: - return { - "type": "object", - "properties": parameters, - "required": required, - } + def create_error_response(code: int, message: str) -> mcp_types.JSONRPCError: + """Create error response with error code and message""" + from core.mcp.types import ErrorData + + error_data = ErrorData(code=code, message=message) + return mcp_types.JSONRPCError( + jsonrpc="2.0", + id=request_id, + error=error_data, + ) + + # Request handler mapping using functional approach + request_handlers = { + mcp_types.InitializeRequest: lambda: handle_initialize(mcp_server.description), + mcp_types.ListToolsRequest: lambda: handle_list_tools( + app.name, app.mode, user_input_form, mcp_server.description, mcp_server.parameters_dict + ), + mcp_types.CallToolRequest: lambda: handle_call_tool(app, request, user_input_form, end_user), + mcp_types.PingRequest: lambda: handle_ping(), + } + + try: + # Dispatch request to appropriate handler + handler = request_handlers.get(request_type) + if handler: + return create_success_response(handler()) + else: + return create_error_response(mcp_types.METHOD_NOT_FOUND, f"Method not found: {request_type.__name__}") + + except ValueError as e: + logger.exception("Invalid params") + return create_error_response(mcp_types.INVALID_PARAMS, str(e)) + except Exception as e: + logger.exception("Internal server error") + return create_error_response(mcp_types.INTERNAL_ERROR, "Internal server error: " + str(e)) + + +def handle_ping() -> mcp_types.EmptyResult: + """Handle ping request""" + return mcp_types.EmptyResult() + + +def handle_initialize(description: str) -> mcp_types.InitializeResult: + """Handle initialize request""" + capabilities = mcp_types.ServerCapabilities( + tools=mcp_types.ToolsCapability(listChanged=False), + ) + + return mcp_types.InitializeResult( + protocolVersion=mcp_types.SERVER_LATEST_PROTOCOL_VERSION, + capabilities=capabilities, + serverInfo=mcp_types.Implementation(name="Dify", version=dify_config.project.version), + instructions=description, + ) + + +def handle_list_tools( + app_name: str, + app_mode: str, + user_input_form: list[VariableEntity], + description: str, + parameters_dict: dict[str, str], +) -> mcp_types.ListToolsResult: + """Handle list tools request""" + parameter_schema = build_parameter_schema(app_mode, user_input_form, parameters_dict) + + return mcp_types.ListToolsResult( + tools=[ + mcp_types.Tool( + name=app_name, + description=description, + inputSchema=parameter_schema, + ) + ], + ) + + +def handle_call_tool( + app: App, + request: mcp_types.ClientRequest, + user_input_form: list[VariableEntity], + end_user: EndUser | None, +) -> mcp_types.CallToolResult: + """Handle call tool request""" + request_obj = cast(mcp_types.CallToolRequest, request.root) + args = prepare_tool_arguments(app, request_obj.params.arguments or {}) + + if not end_user: + raise ValueError("End user not found") + + response = AppGenerateService.generate( + app, + end_user, + args, + InvokeFrom.SERVICE_API, + streaming=app.mode == AppMode.AGENT_CHAT.value, + ) + + answer = extract_answer_from_response(app, response) + return mcp_types.CallToolResult(content=[mcp_types.TextContent(text=answer, type="text")]) + + +def build_parameter_schema( + app_mode: str, + user_input_form: list[VariableEntity], + parameters_dict: dict[str, str], +) -> dict[str, Any]: + """Build parameter schema for the tool""" + parameters, required = convert_input_form_to_parameters(user_input_form, parameters_dict) + + if app_mode in {AppMode.COMPLETION.value, AppMode.WORKFLOW.value}: return { "type": "object", - "properties": { - "query": {"type": "string", "description": "User Input/Question content"}, - **parameters, - }, - "required": ["query", *required], + "properties": parameters, + "required": required, } + return { + "type": "object", + "properties": { + "query": {"type": "string", "description": "User Input/Question content"}, + **parameters, + }, + "required": ["query", *required], + } - @property - def capabilities(self): - return types.ServerCapabilities( - tools=types.ToolsCapability(listChanged=False), - ) - def response(self, response: types.Result | str): - if isinstance(response, str): - sse_content = f"event: ping\ndata: {response}\n\n".encode() - yield sse_content - return - json_response = types.JSONRPCResponse( - jsonrpc="2.0", - id=(self.request.root.model_extra or {}).get("id", 1), - result=response.model_dump(by_alias=True, mode="json", exclude_none=True), - ) - json_data = json.dumps(jsonable_encoder(json_response)) +def prepare_tool_arguments(app: App, arguments: dict[str, Any]) -> dict[str, Any]: + """Prepare arguments based on app mode""" + if app.mode == AppMode.WORKFLOW.value: + return {"inputs": arguments} + elif app.mode == AppMode.COMPLETION.value: + return {"query": "", "inputs": arguments} + else: + # Chat modes - create a copy to avoid modifying original dict + args_copy = arguments.copy() + query = args_copy.pop("query", "") + return {"query": query, "inputs": args_copy} - sse_content = f"event: message\ndata: {json_data}\n\n".encode() - yield sse_content +def extract_answer_from_response(app: App, response: Any) -> str: + """Extract answer from app generate response""" + answer = "" - def error_response(self, code: int, message: str, data=None): - request_id = (self.request.root.model_extra or {}).get("id", 1) or 1 - return create_mcp_error_response(request_id, code, message, data) + if isinstance(response, RateLimitGenerator): + answer = process_streaming_response(response) + elif isinstance(response, Mapping): + answer = process_mapping_response(app, response) + else: + logger.warning("Unexpected response type: %s", type(response)) - def handle(self): - handle_map = { - types.InitializeRequest: self.initialize, - types.ListToolsRequest: self.list_tools, - types.CallToolRequest: self.invoke_tool, - types.InitializedNotification: self.handle_notification, - types.PingRequest: self.handle_ping, - } - try: - if self.request_type in handle_map: - return self.response(handle_map[self.request_type]()) - else: - return self.error_response(METHOD_NOT_FOUND, f"Method not found: {self.request_type}") - except ValueError as e: - logger.exception("Invalid params") - return self.error_response(INVALID_PARAMS, str(e)) - except Exception as e: - logger.exception("Internal server error") - return self.error_response(INTERNAL_ERROR, f"Internal server error: {str(e)}") + return answer - def handle_notification(self): - return "ping" - def handle_ping(self): - return types.EmptyResult() - - def initialize(self): - request = cast(types.InitializeRequest, self.request.root) - client_info = request.params.clientInfo - client_name = f"{client_info.name}@{client_info.version}" - if not self.end_user: - end_user = EndUser( - tenant_id=self.app.tenant_id, - app_id=self.app.id, - type="mcp", - name=client_name, - session_id=generate_session_id(), - external_user_id=self.mcp_server.id, - ) - db.session.add(end_user) - db.session.commit() - return types.InitializeResult( - protocolVersion=types.SERVER_LATEST_PROTOCOL_VERSION, - capabilities=self.capabilities, - serverInfo=types.Implementation(name="Dify", version=dify_config.project.version), - instructions=self.mcp_server.description, - ) - - def list_tools(self): - if not self.end_user: - raise ValueError("User not found") - return types.ListToolsResult( - tools=[ - types.Tool( - name=self.app.name, - description=self.mcp_server.description, - inputSchema=self.parameter_schema, - ) - ], - ) - - def invoke_tool(self): - if not self.end_user: - raise ValueError("User not found") - request = cast(types.CallToolRequest, self.request.root) - args = request.params.arguments or {} - if self.app.mode in {AppMode.WORKFLOW.value}: - args = {"inputs": args} - elif self.app.mode in {AppMode.COMPLETION.value}: - args = {"query": "", "inputs": args} - else: - args = {"query": args["query"], "inputs": {k: v for k, v in args.items() if k != "query"}} - response = AppGenerateService.generate( - self.app, - self.end_user, - args, - InvokeFrom.SERVICE_API, - streaming=self.app.mode == AppMode.AGENT_CHAT.value, - ) - answer = "" - if isinstance(response, RateLimitGenerator): - for item in response.generator: - data = item - if isinstance(data, str) and data.startswith("data: "): - try: - json_str = data[6:].strip() - parsed_data = json.loads(json_str) - if parsed_data.get("event") == "agent_thought": - answer += parsed_data.get("thought", "") - except json.JSONDecodeError: - continue - if isinstance(response, Mapping): - if self.app.mode in { - AppMode.ADVANCED_CHAT.value, - AppMode.COMPLETION.value, - AppMode.CHAT.value, - AppMode.AGENT_CHAT.value, - }: - answer = response["answer"] - elif self.app.mode in {AppMode.WORKFLOW.value}: - answer = json.dumps(response["data"]["outputs"], ensure_ascii=False) - else: - raise ValueError("Invalid app mode") - # Not support image yet - return types.CallToolResult(content=[types.TextContent(text=answer, type="text")]) - - def retrieve_end_user(self): - return ( - db.session.query(EndUser) - .where(EndUser.external_user_id == self.mcp_server.id, EndUser.type == "mcp") - .first() - ) - - def _convert_input_form_to_parameters(self, user_input_form: list[VariableEntity]): - parameters: dict[str, dict[str, Any]] = {} - required = [] - for item in user_input_form: - parameters[item.variable] = {} - if item.type in ( - VariableEntityType.FILE, - VariableEntityType.FILE_LIST, - VariableEntityType.EXTERNAL_DATA_TOOL, - ): - continue - if item.required: - required.append(item.variable) - # if the workflow republished, the parameters not changed - # we should not raise error here +def process_streaming_response(response: RateLimitGenerator) -> str: + """Process streaming response for agent chat mode""" + answer = "" + for item in response.generator: + if isinstance(item, str) and item.startswith("data: "): try: - description = self.mcp_server.parameters_dict[item.variable] - except KeyError: - description = "" - parameters[item.variable]["description"] = description - if item.type in (VariableEntityType.TEXT_INPUT, VariableEntityType.PARAGRAPH): - parameters[item.variable]["type"] = "string" - elif item.type == VariableEntityType.SELECT: - parameters[item.variable]["type"] = "string" - parameters[item.variable]["enum"] = item.options - elif item.type == VariableEntityType.NUMBER: - parameters[item.variable]["type"] = "float" - return parameters, required + json_str = item[6:].strip() + parsed_data = json.loads(json_str) + if parsed_data.get("event") == "agent_thought": + answer += parsed_data.get("thought", "") + except json.JSONDecodeError: + continue + return answer + + +def process_mapping_response(app: App, response: Mapping) -> str: + """Process mapping response based on app mode""" + if app.mode in { + AppMode.ADVANCED_CHAT.value, + AppMode.COMPLETION.value, + AppMode.CHAT.value, + AppMode.AGENT_CHAT.value, + }: + return response.get("answer", "") + elif app.mode == AppMode.WORKFLOW.value: + return json.dumps(response["data"]["outputs"], ensure_ascii=False) + else: + raise ValueError("Invalid app mode: " + str(app.mode)) + + +def convert_input_form_to_parameters( + user_input_form: list[VariableEntity], + parameters_dict: dict[str, str], +) -> tuple[dict[str, dict[str, Any]], list[str]]: + """Convert user input form to parameter schema""" + parameters: dict[str, dict[str, Any]] = {} + required = [] + + for item in user_input_form: + if item.type in ( + VariableEntityType.FILE, + VariableEntityType.FILE_LIST, + VariableEntityType.EXTERNAL_DATA_TOOL, + ): + continue + parameters[item.variable] = {} + if item.required: + required.append(item.variable) + # if the workflow republished, the parameters not changed + # we should not raise error here + description = parameters_dict.get(item.variable, "") + parameters[item.variable]["description"] = description + if item.type in (VariableEntityType.TEXT_INPUT, VariableEntityType.PARAGRAPH): + parameters[item.variable]["type"] = "string" + elif item.type == VariableEntityType.SELECT: + parameters[item.variable]["type"] = "string" + parameters[item.variable]["enum"] = item.options + elif item.type == VariableEntityType.NUMBER: + parameters[item.variable]["type"] = "float" + return parameters, required diff --git a/api/core/mcp/session/base_session.py b/api/core/mcp/session/base_session.py index 031f01f411..1bd533581d 100644 --- a/api/core/mcp/session/base_session.py +++ b/api/core/mcp/session/base_session.py @@ -31,6 +31,9 @@ from core.mcp.types import ( SessionMessage, ) +logger = logging.getLogger(__name__) + + SendRequestT = TypeVar("SendRequestT", ClientRequest, ServerRequest) SendResultT = TypeVar("SendResultT", ClientResult, ServerResult) SendNotificationT = TypeVar("SendNotificationT", ClientNotification, ServerNotification) @@ -366,7 +369,7 @@ class BaseSession( self._handle_incoming(notification) except Exception as e: # For other validation errors, log and continue - logging.warning("Failed to validate notification: %s. Message was: %s", e, message.message.root) + logger.warning("Failed to validate notification: %s. Message was: %s", e, message.message.root) else: # Response or error response_queue = self._response_streams.get(message.message.root.id) if response_queue is not None: @@ -376,7 +379,7 @@ class BaseSession( except queue.Empty: continue except Exception: - logging.exception("Error in message processing loop") + logger.exception("Error in message processing loop") raise def _received_request(self, responder: RequestResponder[ReceiveRequestT, SendResultT]) -> None: diff --git a/api/core/mcp/utils.py b/api/core/mcp/utils.py index 80912bc4c1..84bef7b935 100644 --- a/api/core/mcp/utils.py +++ b/api/core/mcp/utils.py @@ -138,5 +138,5 @@ def create_mcp_error_response( error=error_data, ) json_data = json.dumps(jsonable_encoder(json_response)) - sse_content = f"event: message\ndata: {json_data}\n\n".encode() + sse_content = json_data.encode() yield sse_content diff --git a/api/core/memory/token_buffer_memory.py b/api/core/memory/token_buffer_memory.py index 2a76b1f41a..17050fcadf 100644 --- a/api/core/memory/token_buffer_memory.py +++ b/api/core/memory/token_buffer_memory.py @@ -31,6 +31,65 @@ class TokenBufferMemory: self.conversation = conversation self.model_instance = model_instance + def _build_prompt_message_with_files( + self, message_files: list[MessageFile], text_content: str, message: Message, app_record, is_user_message: bool + ) -> PromptMessage: + """ + Build prompt message with files. + :param message_files: list of MessageFile objects + :param text_content: text content of the message + :param message: Message object + :param app_record: app record + :param is_user_message: whether this is a user message + :return: PromptMessage + """ + if self.conversation.mode in {AppMode.AGENT_CHAT, AppMode.COMPLETION, AppMode.CHAT}: + file_extra_config = FileUploadConfigManager.convert(self.conversation.model_config) + elif self.conversation.mode in {AppMode.ADVANCED_CHAT, AppMode.WORKFLOW}: + workflow_run = db.session.scalar(select(WorkflowRun).where(WorkflowRun.id == message.workflow_run_id)) + if not workflow_run: + raise ValueError(f"Workflow run not found: {message.workflow_run_id}") + workflow = db.session.scalar(select(Workflow).where(Workflow.id == workflow_run.workflow_id)) + if not workflow: + raise ValueError(f"Workflow not found: {workflow_run.workflow_id}") + file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False) + else: + raise AssertionError(f"Invalid app mode: {self.conversation.mode}") + + detail = ImagePromptMessageContent.DETAIL.HIGH + if file_extra_config and app_record: + # Build files directly without filtering by belongs_to + file_objs = [ + file_factory.build_from_message_file( + message_file=message_file, tenant_id=app_record.tenant_id, config=file_extra_config + ) + for message_file in message_files + ] + if file_extra_config.image_config and file_extra_config.image_config.detail: + detail = file_extra_config.image_config.detail + else: + file_objs = [] + + if not file_objs: + if is_user_message: + return UserPromptMessage(content=text_content) + else: + return AssistantPromptMessage(content=text_content) + else: + prompt_message_contents: list[PromptMessageContentUnionTypes] = [] + for file in file_objs: + prompt_message = file_manager.to_prompt_message_content( + file, + image_detail_config=detail, + ) + prompt_message_contents.append(prompt_message) + prompt_message_contents.append(TextPromptMessageContent(data=text_content)) + + if is_user_message: + return UserPromptMessage(content=prompt_message_contents) + else: + return AssistantPromptMessage(content=prompt_message_contents) + def get_history_prompt_messages( self, max_token_limit: int = 2000, message_limit: Optional[int] = None ) -> Sequence[PromptMessage]: @@ -51,9 +110,9 @@ class TokenBufferMemory: else: message_limit = 500 - stmt = stmt.limit(message_limit) + msg_limit_stmt = stmt.limit(message_limit) - messages = db.session.scalars(stmt).all() + messages = db.session.scalars(msg_limit_stmt).all() # instead of all messages from the conversation, we only need to extract messages # that belong to the thread of last message @@ -67,52 +126,46 @@ class TokenBufferMemory: prompt_messages: list[PromptMessage] = [] for message in messages: - files = db.session.query(MessageFile).where(MessageFile.message_id == message.id).all() - if files: - file_extra_config = None - if self.conversation.mode in {AppMode.AGENT_CHAT, AppMode.COMPLETION, AppMode.CHAT}: - file_extra_config = FileUploadConfigManager.convert(self.conversation.model_config) - elif self.conversation.mode in {AppMode.ADVANCED_CHAT, AppMode.WORKFLOW}: - workflow_run = db.session.scalar( - select(WorkflowRun).where(WorkflowRun.id == message.workflow_run_id) - ) - if not workflow_run: - raise ValueError(f"Workflow run not found: {message.workflow_run_id}") - workflow = db.session.scalar(select(Workflow).where(Workflow.id == workflow_run.workflow_id)) - if not workflow: - raise ValueError(f"Workflow not found: {workflow_run.workflow_id}") - file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False) - else: - raise AssertionError(f"Invalid app mode: {self.conversation.mode}") - - detail = ImagePromptMessageContent.DETAIL.LOW - if file_extra_config and app_record: - file_objs = file_factory.build_from_message_files( - message_files=files, tenant_id=app_record.tenant_id, config=file_extra_config - ) - if file_extra_config.image_config and file_extra_config.image_config.detail: - detail = file_extra_config.image_config.detail - else: - file_objs = [] - - if not file_objs: - prompt_messages.append(UserPromptMessage(content=message.query)) - else: - prompt_message_contents: list[PromptMessageContentUnionTypes] = [] - for file in file_objs: - prompt_message = file_manager.to_prompt_message_content( - file, - image_detail_config=detail, - ) - prompt_message_contents.append(prompt_message) - prompt_message_contents.append(TextPromptMessageContent(data=message.query)) - - prompt_messages.append(UserPromptMessage(content=prompt_message_contents)) + # Process user message with files + user_files = ( + db.session.query(MessageFile) + .where( + MessageFile.message_id == message.id, + (MessageFile.belongs_to == "user") | (MessageFile.belongs_to.is_(None)), + ) + .all() + ) + if user_files: + user_prompt_message = self._build_prompt_message_with_files( + message_files=user_files, + text_content=message.query, + message=message, + app_record=app_record, + is_user_message=True, + ) + prompt_messages.append(user_prompt_message) else: prompt_messages.append(UserPromptMessage(content=message.query)) - prompt_messages.append(AssistantPromptMessage(content=message.answer)) + # Process assistant message with files + assistant_files = ( + db.session.query(MessageFile) + .where(MessageFile.message_id == message.id, MessageFile.belongs_to == "assistant") + .all() + ) + + if assistant_files: + assistant_prompt_message = self._build_prompt_message_with_files( + message_files=assistant_files, + text_content=message.answer, + message=message, + app_record=app_record, + is_user_message=False, + ) + prompt_messages.append(assistant_prompt_message) + else: + prompt_messages.append(AssistantPromptMessage(content=message.answer)) if not prompt_messages: return [] diff --git a/api/core/model_manager.py b/api/core/model_manager.py index 51af3d1877..e567565548 100644 --- a/api/core/model_manager.py +++ b/api/core/model_manager.py @@ -158,8 +158,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, LargeLanguageModel): raise Exception("Model type instance is not LargeLanguageModel") - - self.model_type_instance = cast(LargeLanguageModel, self.model_type_instance) return cast( Union[LLMResult, Generator], self._round_robin_invoke( @@ -188,8 +186,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, LargeLanguageModel): raise Exception("Model type instance is not LargeLanguageModel") - - self.model_type_instance = cast(LargeLanguageModel, self.model_type_instance) return cast( int, self._round_robin_invoke( @@ -214,8 +210,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, TextEmbeddingModel): raise Exception("Model type instance is not TextEmbeddingModel") - - self.model_type_instance = cast(TextEmbeddingModel, self.model_type_instance) return cast( TextEmbeddingResult, self._round_robin_invoke( @@ -237,8 +231,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, TextEmbeddingModel): raise Exception("Model type instance is not TextEmbeddingModel") - - self.model_type_instance = cast(TextEmbeddingModel, self.model_type_instance) return cast( list[int], self._round_robin_invoke( @@ -269,8 +261,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, RerankModel): raise Exception("Model type instance is not RerankModel") - - self.model_type_instance = cast(RerankModel, self.model_type_instance) return cast( RerankResult, self._round_robin_invoke( @@ -295,8 +285,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, ModerationModel): raise Exception("Model type instance is not ModerationModel") - - self.model_type_instance = cast(ModerationModel, self.model_type_instance) return cast( bool, self._round_robin_invoke( @@ -318,8 +306,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, Speech2TextModel): raise Exception("Model type instance is not Speech2TextModel") - - self.model_type_instance = cast(Speech2TextModel, self.model_type_instance) return cast( str, self._round_robin_invoke( @@ -343,8 +329,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, TTSModel): raise Exception("Model type instance is not TTSModel") - - self.model_type_instance = cast(TTSModel, self.model_type_instance) return cast( Iterable[bytes], self._round_robin_invoke( @@ -404,8 +388,6 @@ class ModelInstance: """ if not isinstance(self.model_type_instance, TTSModel): raise Exception("Model type instance is not TTSModel") - - self.model_type_instance = cast(TTSModel, self.model_type_instance) return self.model_type_instance.get_tts_model_voices( model=self.model, credentials=self.credentials, language=language ) diff --git a/api/core/model_runtime/entities/message_entities.py b/api/core/model_runtime/entities/message_entities.py index 83dc7f0525..7cd2e6a3d1 100644 --- a/api/core/model_runtime/entities/message_entities.py +++ b/api/core/model_runtime/entities/message_entities.py @@ -87,6 +87,7 @@ class MultiModalPromptMessageContent(PromptMessageContent): base64_data: str = Field(default="", description="the base64 data of multi-modal file") url: str = Field(default="", description="the url of multi-modal file") mime_type: str = Field(default=..., description="the mime type of multi-modal file") + filename: str = Field(default="", description="the filename of multi-modal file") @property def data(self): diff --git a/api/core/model_runtime/model_providers/__base/tokenizers/gpt2_tokenizer.py b/api/core/model_runtime/model_providers/__base/tokenizers/gpt2_tokenizer.py index 68d30112d9..cb740c1fd4 100644 --- a/api/core/model_runtime/model_providers/__base/tokenizers/gpt2_tokenizer.py +++ b/api/core/model_runtime/model_providers/__base/tokenizers/gpt2_tokenizer.py @@ -43,7 +43,7 @@ class GPT2Tokenizer: except Exception: from os.path import abspath, dirname, join - from transformers import GPT2Tokenizer as TransformerGPT2Tokenizer # type: ignore + from transformers import GPT2Tokenizer as TransformerGPT2Tokenizer base_path = abspath(__file__) gpt2_tokenizer_path = join(dirname(base_path), "gpt2") diff --git a/api/core/moderation/api/api.py b/api/core/moderation/api/api.py index af51b72cd5..06d5c02bb8 100644 --- a/api/core/moderation/api/api.py +++ b/api/core/moderation/api/api.py @@ -1,6 +1,7 @@ from typing import Optional from pydantic import BaseModel, Field +from sqlalchemy import select from core.extension.api_based_extension_requestor import APIBasedExtensionPoint, APIBasedExtensionRequestor from core.helper.encrypter import decrypt_token @@ -87,10 +88,9 @@ class ApiModeration(Moderation): @staticmethod def _get_api_based_extension(tenant_id: str, api_based_extension_id: str) -> Optional[APIBasedExtension]: - extension = ( - db.session.query(APIBasedExtension) - .where(APIBasedExtension.tenant_id == tenant_id, APIBasedExtension.id == api_based_extension_id) - .first() + stmt = select(APIBasedExtension).where( + APIBasedExtension.tenant_id == tenant_id, APIBasedExtension.id == api_based_extension_id ) + extension = db.session.scalar(stmt) return extension diff --git a/api/core/ops/aliyun_trace/aliyun_trace.py b/api/core/ops/aliyun_trace/aliyun_trace.py index 82f54582ed..c661050637 100644 --- a/api/core/ops/aliyun_trace/aliyun_trace.py +++ b/api/core/ops/aliyun_trace/aliyun_trace.py @@ -5,6 +5,7 @@ from typing import Optional from urllib.parse import urljoin from opentelemetry.trace import Link, Status, StatusCode +from sqlalchemy import select from sqlalchemy.orm import Session, sessionmaker from core.ops.aliyun_trace.data_exporter.traceclient import ( @@ -263,15 +264,15 @@ class AliyunDataTrace(BaseTraceInstance): app_id = trace_info.metadata.get("app_id") if not app_id: raise ValueError("No app_id found in trace_info metadata") - - app = session.query(App).where(App.id == app_id).first() + app_stmt = select(App).where(App.id == app_id) + app = session.scalar(app_stmt) if not app: raise ValueError(f"App with id {app_id} not found") if not app.created_by: raise ValueError(f"App with id {app_id} has no creator (created_by is None)") - - service_account = session.query(Account).where(Account.id == app.created_by).first() + account_stmt = select(Account).where(Account.id == app.created_by) + service_account = session.scalar(account_stmt) if not service_account: raise ValueError(f"Creator account with id {app.created_by} not found for app {app_id}") current_tenant = ( @@ -306,7 +307,7 @@ class AliyunDataTrace(BaseTraceInstance): node_span = self.build_workflow_task_span(trace_id, workflow_span_id, trace_info, node_execution) return node_span except Exception as e: - logging.debug("Error occurred in build_workflow_node_span: %s", e, exc_info=True) + logger.debug("Error occurred in build_workflow_node_span: %s", e, exc_info=True) return None def get_workflow_node_status(self, node_execution: WorkflowNodeExecution) -> Status: diff --git a/api/core/ops/base_trace_instance.py b/api/core/ops/base_trace_instance.py index f8e428daf1..04b46d67a8 100644 --- a/api/core/ops/base_trace_instance.py +++ b/api/core/ops/base_trace_instance.py @@ -1,5 +1,6 @@ from abc import ABC, abstractmethod +from sqlalchemy import select from sqlalchemy.orm import Session from core.ops.entities.config_entity import BaseTracingConfig @@ -44,14 +45,15 @@ class BaseTraceInstance(ABC): """ with Session(db.engine, expire_on_commit=False) as session: # Get the app to find its creator - app = session.query(App).where(App.id == app_id).first() + app_stmt = select(App).where(App.id == app_id) + app = session.scalar(app_stmt) if not app: raise ValueError(f"App with id {app_id} not found") if not app.created_by: raise ValueError(f"App with id {app_id} has no creator (created_by is None)") - - service_account = session.query(Account).where(Account.id == app.created_by).first() + account_stmt = select(Account).where(Account.id == app.created_by) + service_account = session.scalar(account_stmt) if not service_account: raise ValueError(f"Creator account with id {app.created_by} not found for app {app_id}") diff --git a/api/core/ops/ops_trace_manager.py b/api/core/ops/ops_trace_manager.py index 7eb5da7e3a..fa96299470 100644 --- a/api/core/ops/ops_trace_manager.py +++ b/api/core/ops/ops_trace_manager.py @@ -37,6 +37,8 @@ from models.model import App, AppModelConfig, Conversation, Message, MessageFile from models.workflow import WorkflowAppLog, WorkflowRun from tasks.ops_trace_task import process_trace_tasks +logger = logging.getLogger(__name__) + class OpsTraceProviderConfigMap(dict[str, dict[str, Any]]): def __getitem__(self, provider: str) -> dict[str, Any]: @@ -224,9 +226,9 @@ class OpsTraceManager: if not trace_config_data: return None - # decrypt_token - app = db.session.query(App).where(App.id == app_id).first() + stmt = select(App).where(App.id == app_id) + app = db.session.scalar(stmt) if not app: raise ValueError("App not found") @@ -287,26 +289,25 @@ class OpsTraceManager: # create new tracing_instance and update the cache if it absent tracing_instance = trace_instance(config_class(**decrypt_trace_config)) cls.ops_trace_instances_cache[decrypt_trace_config_key] = tracing_instance - logging.info("new tracing_instance for app_id: %s", app_id) + logger.info("new tracing_instance for app_id: %s", app_id) return tracing_instance @classmethod def get_app_config_through_message_id(cls, message_id: str): app_model_config = None - message_data = db.session.query(Message).where(Message.id == message_id).first() + message_stmt = select(Message).where(Message.id == message_id) + message_data = db.session.scalar(message_stmt) if not message_data: return None conversation_id = message_data.conversation_id - conversation_data = db.session.query(Conversation).where(Conversation.id == conversation_id).first() + conversation_stmt = select(Conversation).where(Conversation.id == conversation_id) + conversation_data = db.session.scalar(conversation_stmt) if not conversation_data: return None if conversation_data.app_model_config_id: - app_model_config = ( - db.session.query(AppModelConfig) - .where(AppModelConfig.id == conversation_data.app_model_config_id) - .first() - ) + config_stmt = select(AppModelConfig).where(AppModelConfig.id == conversation_data.app_model_config_id) + app_model_config = db.session.scalar(config_stmt) elif conversation_data.app_model_config_id is None and conversation_data.override_model_configs: app_model_config = conversation_data.override_model_configs @@ -328,7 +329,7 @@ class OpsTraceManager: except KeyError: raise ValueError(f"Invalid tracing provider: {tracing_provider}") else: - if tracing_provider is not None: + if tracing_provider is None: raise ValueError(f"Invalid tracing provider: {tracing_provider}") app_config: Optional[App] = db.session.query(App).where(App.id == app_id).first() @@ -849,7 +850,7 @@ class TraceQueueManager: trace_task.app_id = self.app_id trace_manager_queue.put(trace_task) except Exception as e: - logging.exception("Error adding trace task, trace_type %s", trace_task.trace_type) + logger.exception("Error adding trace task, trace_type %s", trace_task.trace_type) finally: self.start_timer() @@ -868,7 +869,7 @@ class TraceQueueManager: if tasks: self.send_to_celery(tasks) except Exception as e: - logging.exception("Error processing trace tasks") + logger.exception("Error processing trace tasks") def start_timer(self): global trace_manager_timer diff --git a/api/core/plugin/backwards_invocation/app.py b/api/core/plugin/backwards_invocation/app.py index cf62dc6ab6..a799646444 100644 --- a/api/core/plugin/backwards_invocation/app.py +++ b/api/core/plugin/backwards_invocation/app.py @@ -1,6 +1,8 @@ from collections.abc import Generator, Mapping from typing import Optional, Union +from sqlalchemy import select + from controllers.service_api.wraps import create_or_update_end_user_for_user_id from core.app.app_config.common.parameters_mapping import get_parameters_from_feature_dict from core.app.apps.advanced_chat.app_generator import AdvancedChatAppGenerator @@ -192,10 +194,11 @@ class PluginAppBackwardsInvocation(BaseBackwardsInvocation): """ get the user by user id """ - - user = db.session.query(EndUser).where(EndUser.id == user_id).first() + stmt = select(EndUser).where(EndUser.id == user_id) + user = db.session.scalar(stmt) if not user: - user = db.session.query(Account).where(Account.id == user_id).first() + stmt = select(Account).where(Account.id == user_id) + user = db.session.scalar(stmt) if not user: raise ValueError("user not found") diff --git a/api/core/plugin/backwards_invocation/model.py b/api/core/plugin/backwards_invocation/model.py index d07ab3d0c4..6cdc047a64 100644 --- a/api/core/plugin/backwards_invocation/model.py +++ b/api/core/plugin/backwards_invocation/model.py @@ -375,16 +375,16 @@ Here is the extra instruction you need to follow: # merge lines into messages with max tokens messages: list[str] = [] - for i in new_lines: # type: ignore + for line in new_lines: if len(messages) == 0: - messages.append(i) # type: ignore + messages.append(line) else: - if len(messages[-1]) + len(i) < max_tokens * 0.5: # type: ignore - messages[-1] += i # type: ignore - if get_prompt_tokens(messages[-1] + i) > max_tokens * 0.7: # type: ignore - messages.append(i) # type: ignore + if len(messages[-1]) + len(line) < max_tokens * 0.5: + messages[-1] += line + if get_prompt_tokens(messages[-1] + line) > max_tokens * 0.7: + messages.append(line) else: - messages[-1] += i # type: ignore + messages[-1] += line summaries = [] for i in range(len(messages)): diff --git a/api/core/plugin/impl/agent.py b/api/core/plugin/impl/agent.py index 9575c57ac8..3c994ce70a 100644 --- a/api/core/plugin/impl/agent.py +++ b/api/core/plugin/impl/agent.py @@ -8,6 +8,7 @@ from core.plugin.entities.plugin_daemon import ( ) from core.plugin.entities.request import PluginInvokeContext from core.plugin.impl.base import BasePluginClient +from core.plugin.utils.chunk_merger import merge_blob_chunks class PluginAgentClient(BasePluginClient): @@ -113,4 +114,4 @@ class PluginAgentClient(BasePluginClient): "Content-Type": "application/json", }, ) - return response + return merge_blob_chunks(response) diff --git a/api/core/plugin/impl/base.py b/api/core/plugin/impl/base.py index 6f32498b42..6c65bdb0fd 100644 --- a/api/core/plugin/impl/base.py +++ b/api/core/plugin/impl/base.py @@ -141,11 +141,11 @@ class BasePluginClient: response.raise_for_status() except HTTPError as e: msg = f"Failed to request plugin daemon, status: {e.response.status_code}, url: {path}" - logging.exception(msg) + logger.exception(msg) raise e except Exception as e: msg = f"Failed to request plugin daemon, url: {path}" - logging.exception(msg) + logger.exception(msg) raise ValueError(msg) from e try: @@ -158,7 +158,7 @@ class BasePluginClient: f"Failed to parse response from plugin daemon to PluginDaemonBasicResponse [{str(type.__name__)}]," f" url: {path}" ) - logging.exception(msg) + logger.exception(msg) raise ValueError(msg) if rep.code != 0: diff --git a/api/core/plugin/impl/tool.py b/api/core/plugin/impl/tool.py index 04225f95ee..4c1558efcc 100644 --- a/api/core/plugin/impl/tool.py +++ b/api/core/plugin/impl/tool.py @@ -6,6 +6,7 @@ from pydantic import BaseModel from core.plugin.entities.plugin import GenericProviderID, ToolProviderID from core.plugin.entities.plugin_daemon import PluginBasicBooleanResponse, PluginToolProviderEntity from core.plugin.impl.base import BasePluginClient +from core.plugin.utils.chunk_merger import merge_blob_chunks from core.tools.entities.tool_entities import CredentialType, ToolInvokeMessage, ToolParameter @@ -113,61 +114,7 @@ class PluginToolManager(BasePluginClient): }, ) - class FileChunk: - """ - Only used for internal processing. - """ - - bytes_written: int - total_length: int - data: bytearray - - def __init__(self, total_length: int): - self.bytes_written = 0 - self.total_length = total_length - self.data = bytearray(total_length) - - files: dict[str, FileChunk] = {} - for resp in response: - if resp.type == ToolInvokeMessage.MessageType.BLOB_CHUNK: - assert isinstance(resp.message, ToolInvokeMessage.BlobChunkMessage) - # Get blob chunk information - chunk_id = resp.message.id - total_length = resp.message.total_length - blob_data = resp.message.blob - is_end = resp.message.end - - # Initialize buffer for this file if it doesn't exist - if chunk_id not in files: - files[chunk_id] = FileChunk(total_length) - - # If this is the final chunk, yield a complete blob message - if is_end: - yield ToolInvokeMessage( - type=ToolInvokeMessage.MessageType.BLOB, - message=ToolInvokeMessage.BlobMessage(blob=files[chunk_id].data), - meta=resp.meta, - ) - else: - # Check if file is too large (30MB limit) - if files[chunk_id].bytes_written + len(blob_data) > 30 * 1024 * 1024: - # Delete the file if it's too large - del files[chunk_id] - # Skip yielding this message - raise ValueError("File is too large which reached the limit of 30MB") - - # Check if single chunk is too large (8KB limit) - if len(blob_data) > 8192: - # Skip yielding this message - raise ValueError("File chunk is too large which reached the limit of 8KB") - - # Append the blob data to the buffer - files[chunk_id].data[ - files[chunk_id].bytes_written : files[chunk_id].bytes_written + len(blob_data) - ] = blob_data - files[chunk_id].bytes_written += len(blob_data) - else: - yield resp + return merge_blob_chunks(response) def validate_provider_credentials( self, tenant_id: str, user_id: str, provider: str, credentials: dict[str, Any] diff --git a/api/core/plugin/utils/chunk_merger.py b/api/core/plugin/utils/chunk_merger.py new file mode 100644 index 0000000000..21ca2d8d37 --- /dev/null +++ b/api/core/plugin/utils/chunk_merger.py @@ -0,0 +1,92 @@ +from collections.abc import Generator +from dataclasses import dataclass, field +from typing import TypeVar, Union, cast + +from core.agent.entities import AgentInvokeMessage +from core.tools.entities.tool_entities import ToolInvokeMessage + +MessageType = TypeVar("MessageType", bound=Union[ToolInvokeMessage, AgentInvokeMessage]) + + +@dataclass +class FileChunk: + """ + Buffer for accumulating file chunks during streaming. + """ + + total_length: int + bytes_written: int = field(default=0, init=False) + data: bytearray = field(init=False) + + def __post_init__(self) -> None: + self.data = bytearray(self.total_length) + + +def merge_blob_chunks( + response: Generator[MessageType, None, None], + max_file_size: int = 30 * 1024 * 1024, + max_chunk_size: int = 8192, +) -> Generator[MessageType, None, None]: + """ + Merge streaming blob chunks into complete blob messages. + + This function processes a stream of plugin invoke messages, accumulating + BLOB_CHUNK messages by their ID until the final chunk is received, + then yielding a single complete BLOB message. + + Args: + response: Generator yielding messages that may include blob chunks + max_file_size: Maximum allowed file size in bytes (default: 30MB) + max_chunk_size: Maximum allowed chunk size in bytes (default: 8KB) + + Yields: + Messages from the response stream, with blob chunks merged into complete blobs + + Raises: + ValueError: If file size exceeds max_file_size or chunk size exceeds max_chunk_size + """ + files: dict[str, FileChunk] = {} + + for resp in response: + if resp.type == ToolInvokeMessage.MessageType.BLOB_CHUNK: + assert isinstance(resp.message, ToolInvokeMessage.BlobChunkMessage) + # Get blob chunk information + chunk_id = resp.message.id + total_length = resp.message.total_length + blob_data = resp.message.blob + is_end = resp.message.end + + # Initialize buffer for this file if it doesn't exist + if chunk_id not in files: + files[chunk_id] = FileChunk(total_length) + + # Check if file is too large (before appending) + if files[chunk_id].bytes_written + len(blob_data) > max_file_size: + # Delete the file if it's too large + del files[chunk_id] + raise ValueError(f"File is too large which reached the limit of {max_file_size / 1024 / 1024}MB") + + # Check if single chunk is too large + if len(blob_data) > max_chunk_size: + raise ValueError(f"File chunk is too large which reached the limit of {max_chunk_size / 1024}KB") + + # Append the blob data to the buffer + files[chunk_id].data[files[chunk_id].bytes_written : files[chunk_id].bytes_written + len(blob_data)] = ( + blob_data + ) + files[chunk_id].bytes_written += len(blob_data) + + # If this is the final chunk, yield a complete blob message + if is_end: + # Create the appropriate message type based on the response type + message_class = type(resp) + merged_message = message_class( + type=ToolInvokeMessage.MessageType.BLOB, + message=ToolInvokeMessage.BlobMessage(blob=files[chunk_id].data[: files[chunk_id].bytes_written]), + meta=resp.meta, + ) + yield cast(MessageType, merged_message) + # Clean up the buffer + del files[chunk_id] + else: + yield resp diff --git a/api/core/prompt/utils/prompt_message_util.py b/api/core/prompt/utils/prompt_message_util.py index 2f4e651461..cdc6ccc821 100644 --- a/api/core/prompt/utils/prompt_message_util.py +++ b/api/core/prompt/utils/prompt_message_util.py @@ -87,7 +87,6 @@ class PromptMessageUtil: if isinstance(prompt_message.content, list): for content in prompt_message.content: if content.type == PromptMessageContentType.TEXT: - content = cast(TextPromptMessageContent, content) text += content.data else: content = cast(ImagePromptMessageContent, content) diff --git a/api/core/provider_manager.py b/api/core/provider_manager.py index 28a4ce0778..04996442ca 100644 --- a/api/core/provider_manager.py +++ b/api/core/provider_manager.py @@ -2,7 +2,7 @@ import contextlib import json from collections import defaultdict from json import JSONDecodeError -from typing import Any, Optional, cast +from typing import Any, Optional from sqlalchemy import select from sqlalchemy.exc import IntegrityError @@ -154,8 +154,8 @@ class ProviderManager: for provider_entity in provider_entities: # handle include, exclude if is_filtered( - include_set=cast(set[str], dify_config.POSITION_PROVIDER_INCLUDES_SET), - exclude_set=cast(set[str], dify_config.POSITION_PROVIDER_EXCLUDES_SET), + include_set=dify_config.POSITION_PROVIDER_INCLUDES_SET, + exclude_set=dify_config.POSITION_PROVIDER_EXCLUDES_SET, data=provider_entity, name_func=lambda x: x.provider, ): @@ -276,15 +276,11 @@ class ProviderManager: :param model_type: model type :return: """ - # Get the corresponding TenantDefaultModel record - default_model = ( - db.session.query(TenantDefaultModel) - .where( - TenantDefaultModel.tenant_id == tenant_id, - TenantDefaultModel.model_type == model_type.to_origin_model_type(), - ) - .first() + stmt = select(TenantDefaultModel).where( + TenantDefaultModel.tenant_id == tenant_id, + TenantDefaultModel.model_type == model_type.to_origin_model_type(), ) + default_model = db.session.scalar(stmt) # If it does not exist, get the first available provider model from get_configurations # and update the TenantDefaultModel record @@ -367,16 +363,11 @@ class ProviderManager: model_names = [model.model for model in available_models] if model not in model_names: raise ValueError(f"Model {model} does not exist.") - - # Get the list of available models from get_configurations and check if it is LLM - default_model = ( - db.session.query(TenantDefaultModel) - .where( - TenantDefaultModel.tenant_id == tenant_id, - TenantDefaultModel.model_type == model_type.to_origin_model_type(), - ) - .first() + stmt = select(TenantDefaultModel).where( + TenantDefaultModel.tenant_id == tenant_id, + TenantDefaultModel.model_type == model_type.to_origin_model_type(), ) + default_model = db.session.scalar(stmt) # create or update TenantDefaultModel record if default_model: @@ -598,16 +589,13 @@ class ProviderManager: provider_name_to_provider_records_dict[provider_name].append(new_provider_record) except IntegrityError: db.session.rollback() - existed_provider_record = ( - db.session.query(Provider) - .where( - Provider.tenant_id == tenant_id, - Provider.provider_name == ModelProviderID(provider_name).provider_name, - Provider.provider_type == ProviderType.SYSTEM.value, - Provider.quota_type == ProviderQuotaType.TRIAL.value, - ) - .first() + stmt = select(Provider).where( + Provider.tenant_id == tenant_id, + Provider.provider_name == ModelProviderID(provider_name).provider_name, + Provider.provider_type == ProviderType.SYSTEM.value, + Provider.quota_type == ProviderQuotaType.TRIAL.value, ) + existed_provider_record = db.session.scalar(stmt) if not existed_provider_record: continue diff --git a/api/core/rag/datasource/keyword/jieba/jieba.py b/api/core/rag/datasource/keyword/jieba/jieba.py index c98306ea4b..5fb6f9fcc8 100644 --- a/api/core/rag/datasource/keyword/jieba/jieba.py +++ b/api/core/rag/datasource/keyword/jieba/jieba.py @@ -3,6 +3,7 @@ from typing import Any, Optional import orjson from pydantic import BaseModel +from sqlalchemy import select from configs import dify_config from core.rag.datasource.keyword.jieba.jieba_keyword_table_handler import JiebaKeywordTableHandler @@ -211,11 +212,10 @@ class Jieba(BaseKeyword): return sorted_chunk_indices[:k] def _update_segment_keywords(self, dataset_id: str, node_id: str, keywords: list[str]): - document_segment = ( - db.session.query(DocumentSegment) - .where(DocumentSegment.dataset_id == dataset_id, DocumentSegment.index_node_id == node_id) - .first() + stmt = select(DocumentSegment).where( + DocumentSegment.dataset_id == dataset_id, DocumentSegment.index_node_id == node_id ) + document_segment = db.session.scalar(stmt) if document_segment: document_segment.keywords = keywords db.session.add(document_segment) diff --git a/api/core/rag/datasource/retrieval_service.py b/api/core/rag/datasource/retrieval_service.py index e872a4e375..fefd42f84d 100644 --- a/api/core/rag/datasource/retrieval_service.py +++ b/api/core/rag/datasource/retrieval_service.py @@ -3,6 +3,7 @@ from concurrent.futures import ThreadPoolExecutor from typing import Optional from flask import Flask, current_app +from sqlalchemy import select from sqlalchemy.orm import Session, load_only from configs import dify_config @@ -24,7 +25,7 @@ default_retrieval_model = { "search_method": RetrievalMethod.SEMANTIC_SEARCH.value, "reranking_enable": False, "reranking_model": {"reranking_provider_name": "", "reranking_model_name": ""}, - "top_k": 2, + "top_k": 4, "score_threshold_enabled": False, } @@ -127,7 +128,8 @@ class RetrievalService: external_retrieval_model: Optional[dict] = None, metadata_filtering_conditions: Optional[dict] = None, ): - dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() + stmt = select(Dataset).where(Dataset.id == dataset_id) + dataset = db.session.scalar(stmt) if not dataset: return [] metadata_condition = ( @@ -316,10 +318,8 @@ class RetrievalService: if dataset_document.doc_form == IndexType.PARENT_CHILD_INDEX: # Handle parent-child documents child_index_node_id = document.metadata.get("doc_id") - - child_chunk = ( - db.session.query(ChildChunk).where(ChildChunk.index_node_id == child_index_node_id).first() - ) + child_chunk_stmt = select(ChildChunk).where(ChildChunk.index_node_id == child_index_node_id) + child_chunk = db.session.scalar(child_chunk_stmt) if not child_chunk: continue @@ -378,17 +378,13 @@ class RetrievalService: index_node_id = document.metadata.get("doc_id") if not index_node_id: continue - - segment = ( - db.session.query(DocumentSegment) - .where( - DocumentSegment.dataset_id == dataset_document.dataset_id, - DocumentSegment.enabled == True, - DocumentSegment.status == "completed", - DocumentSegment.index_node_id == index_node_id, - ) - .first() + document_segment_stmt = select(DocumentSegment).where( + DocumentSegment.dataset_id == dataset_document.dataset_id, + DocumentSegment.enabled == True, + DocumentSegment.status == "completed", + DocumentSegment.index_node_id == index_node_id, ) + segment = db.session.scalar(document_segment_stmt) if not segment: continue diff --git a/api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_openapi.py b/api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_openapi.py index 6f3e15d166..aa0204ba70 100644 --- a/api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_openapi.py +++ b/api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_openapi.py @@ -256,7 +256,7 @@ class AnalyticdbVectorOpenAPI: response = self._client.query_collection_data(request) documents = [] for match in response.body.matches.match: - if match.score > score_threshold: + if match.score >= score_threshold: metadata = json.loads(match.metadata.get("metadata_")) metadata["score"] = match.score doc = Document( @@ -293,7 +293,7 @@ class AnalyticdbVectorOpenAPI: response = self._client.query_collection_data(request) documents = [] for match in response.body.matches.match: - if match.score > score_threshold: + if match.score >= score_threshold: metadata = json.loads(match.metadata.get("metadata_")) metadata["score"] = match.score doc = Document( diff --git a/api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_sql.py b/api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_sql.py index bb61b71bb1..71472cce41 100644 --- a/api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_sql.py +++ b/api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_sql.py @@ -3,8 +3,8 @@ import uuid from contextlib import contextmanager from typing import Any -import psycopg2.extras # type: ignore -import psycopg2.pool # type: ignore +import psycopg2.extras +import psycopg2.pool from pydantic import BaseModel, model_validator from core.rag.models.document import Document @@ -229,7 +229,7 @@ class AnalyticdbVectorBySql: documents = [] for record in cur: id, vector, score, page_content, metadata = record - if score > score_threshold: + if score >= score_threshold: metadata["score"] = score doc = Document( page_content=page_content, diff --git a/api/core/rag/datasource/vdb/baidu/baidu_vector.py b/api/core/rag/datasource/vdb/baidu/baidu_vector.py index d63ca9f695..d30cf42601 100644 --- a/api/core/rag/datasource/vdb/baidu/baidu_vector.py +++ b/api/core/rag/datasource/vdb/baidu/baidu_vector.py @@ -157,7 +157,7 @@ class BaiduVector(BaseVector): if meta is not None: meta = json.loads(meta) score = row.get("score", 0.0) - if score > score_threshold: + if score >= score_threshold: meta["score"] = score doc = Document(page_content=row_data.get(self.field_text), metadata=meta) docs.append(doc) diff --git a/api/core/rag/datasource/vdb/chroma/chroma_vector.py b/api/core/rag/datasource/vdb/chroma/chroma_vector.py index 699a602365..88da86cf76 100644 --- a/api/core/rag/datasource/vdb/chroma/chroma_vector.py +++ b/api/core/rag/datasource/vdb/chroma/chroma_vector.py @@ -120,7 +120,7 @@ class ChromaVector(BaseVector): distance = distances[index] metadata = dict(metadatas[index]) score = 1 - distance - if score > score_threshold: + if score >= score_threshold: metadata["score"] = score doc = Document( page_content=documents[index], diff --git a/api/core/rag/datasource/vdb/couchbase/couchbase_vector.py b/api/core/rag/datasource/vdb/couchbase/couchbase_vector.py index bd986393d1..d22a7e4fd4 100644 --- a/api/core/rag/datasource/vdb/couchbase/couchbase_vector.py +++ b/api/core/rag/datasource/vdb/couchbase/couchbase_vector.py @@ -304,7 +304,7 @@ class CouchbaseVector(BaseVector): return docs def search_by_full_text(self, query: str, **kwargs: Any) -> list[Document]: - top_k = kwargs.get("top_k", 2) + top_k = kwargs.get("top_k", 4) try: CBrequest = search.SearchRequest.create(search.QueryStringQuery("text:" + query)) search_iter = self._scope.search( diff --git a/api/core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py b/api/core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py index 49c4b392fe..cbad0e67de 100644 --- a/api/core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py +++ b/api/core/rag/datasource/vdb/elasticsearch/elasticsearch_vector.py @@ -216,7 +216,7 @@ class ElasticSearchVector(BaseVector): docs = [] for doc, score in docs_and_scores: score_threshold = float(kwargs.get("score_threshold") or 0.0) - if score > score_threshold: + if score >= score_threshold: if doc.metadata is not None: doc.metadata["score"] = score docs.append(doc) diff --git a/api/core/rag/datasource/vdb/huawei/huawei_cloud_vector.py b/api/core/rag/datasource/vdb/huawei/huawei_cloud_vector.py index 0a4067e39c..f0d014b1ec 100644 --- a/api/core/rag/datasource/vdb/huawei/huawei_cloud_vector.py +++ b/api/core/rag/datasource/vdb/huawei/huawei_cloud_vector.py @@ -127,7 +127,7 @@ class HuaweiCloudVector(BaseVector): docs = [] for doc, score in docs_and_scores: score_threshold = float(kwargs.get("score_threshold") or 0.0) - if score > score_threshold: + if score >= score_threshold: if doc.metadata is not None: doc.metadata["score"] = score docs.append(doc) diff --git a/api/core/rag/datasource/vdb/lindorm/lindorm_vector.py b/api/core/rag/datasource/vdb/lindorm/lindorm_vector.py index 3c65a41f08..cba10b5aa5 100644 --- a/api/core/rag/datasource/vdb/lindorm/lindorm_vector.py +++ b/api/core/rag/datasource/vdb/lindorm/lindorm_vector.py @@ -275,7 +275,7 @@ class LindormVectorStore(BaseVector): docs = [] for doc, score in docs_and_scores: score_threshold = kwargs.get("score_threshold", 0.0) or 0.0 - if score > score_threshold: + if score >= score_threshold: if doc.metadata is not None: doc.metadata["score"] = score docs.append(doc) diff --git a/api/core/rag/datasource/vdb/milvus/milvus_vector.py b/api/core/rag/datasource/vdb/milvus/milvus_vector.py index 112f07844c..8ae616fa77 100644 --- a/api/core/rag/datasource/vdb/milvus/milvus_vector.py +++ b/api/core/rag/datasource/vdb/milvus/milvus_vector.py @@ -259,8 +259,16 @@ class MilvusVector(BaseVector): """ Search for documents by full-text search (if hybrid search is enabled). """ - if not self._hybrid_search_enabled or not self.field_exists(Field.SPARSE_VECTOR.value): - logger.warning("Full-text search is not supported in current Milvus version (requires >= 2.5.0)") + if not self._hybrid_search_enabled: + logger.warning( + "Full-text search is disabled: set MILVUS_ENABLE_HYBRID_SEARCH=true (requires Milvus >= 2.5.0)." + ) + return [] + if not self.field_exists(Field.SPARSE_VECTOR.value): + logger.warning( + "Full-text search unavailable: collection missing 'sparse_vector' field; " + "recreate the collection after enabling MILVUS_ENABLE_HYBRID_SEARCH to add BM25 sparse index." + ) return [] document_ids_filter = kwargs.get("document_ids_filter") filter = "" diff --git a/api/core/rag/datasource/vdb/myscale/myscale_vector.py b/api/core/rag/datasource/vdb/myscale/myscale_vector.py index d5ec4b4436..99f766a88a 100644 --- a/api/core/rag/datasource/vdb/myscale/myscale_vector.py +++ b/api/core/rag/datasource/vdb/myscale/myscale_vector.py @@ -15,6 +15,8 @@ from core.rag.embedding.embedding_base import Embeddings from core.rag.models.document import Document from models.dataset import Dataset +logger = logging.getLogger(__name__) + class MyScaleConfig(BaseModel): host: str @@ -53,7 +55,7 @@ class MyScaleVector(BaseVector): return self.add_texts(documents=texts, embeddings=embeddings, **kwargs) def _create_collection(self, dimension: int): - logging.info("create MyScale collection %s with dimension %s", self._collection_name, dimension) + logger.info("create MyScale collection %s with dimension %s", self._collection_name, dimension) self._client.command(f"CREATE DATABASE IF NOT EXISTS {self._config.database}") fts_params = f"('{self._config.fts_params}')" if self._config.fts_params else "" sql = f""" @@ -151,7 +153,7 @@ class MyScaleVector(BaseVector): for r in self._client.query(sql).named_results() ] except Exception as e: - logging.exception("\033[91m\033[1m%s\033[0m \033[95m%s\033[0m", type(e), str(e)) # noqa:TRY401 + logger.exception("\033[91m\033[1m%s\033[0m \033[95m%s\033[0m", type(e), str(e)) # noqa:TRY401 return [] def delete(self) -> None: diff --git a/api/core/rag/datasource/vdb/opengauss/opengauss.py b/api/core/rag/datasource/vdb/opengauss/opengauss.py index 2548881b9c..c448210d94 100644 --- a/api/core/rag/datasource/vdb/opengauss/opengauss.py +++ b/api/core/rag/datasource/vdb/opengauss/opengauss.py @@ -3,8 +3,8 @@ import uuid from contextlib import contextmanager from typing import Any -import psycopg2.extras # type: ignore -import psycopg2.pool # type: ignore +import psycopg2.extras +import psycopg2.pool from pydantic import BaseModel, model_validator from configs import dify_config @@ -194,7 +194,7 @@ class OpenGauss(BaseVector): metadata, text, distance = record score = 1 - distance metadata["score"] = score - if score > score_threshold: + if score >= score_threshold: docs.append(Document(page_content=text, metadata=metadata)) return docs diff --git a/api/core/rag/datasource/vdb/opensearch/opensearch_vector.py b/api/core/rag/datasource/vdb/opensearch/opensearch_vector.py index ed2dcb40ad..71d2ba1427 100644 --- a/api/core/rag/datasource/vdb/opensearch/opensearch_vector.py +++ b/api/core/rag/datasource/vdb/opensearch/opensearch_vector.py @@ -48,7 +48,7 @@ class OpenSearchConfig(BaseModel): return values def create_aws_managed_iam_auth(self) -> Urllib3AWSV4SignerAuth: - import boto3 # type: ignore + import boto3 return Urllib3AWSV4SignerAuth( credentials=boto3.Session().get_credentials(), @@ -211,7 +211,7 @@ class OpenSearchVector(BaseVector): metadata["score"] = hit["_score"] score_threshold = float(kwargs.get("score_threshold") or 0.0) - if hit["_score"] > score_threshold: + if hit["_score"] >= score_threshold: doc = Document(page_content=hit["_source"].get(Field.CONTENT_KEY.value), metadata=metadata) docs.append(doc) diff --git a/api/core/rag/datasource/vdb/oracle/oraclevector.py b/api/core/rag/datasource/vdb/oracle/oraclevector.py index d668298373..1b99f649bf 100644 --- a/api/core/rag/datasource/vdb/oracle/oraclevector.py +++ b/api/core/rag/datasource/vdb/oracle/oraclevector.py @@ -261,7 +261,7 @@ class OracleVector(BaseVector): metadata, text, distance = record score = 1 - distance metadata["score"] = score - if score > score_threshold: + if score >= score_threshold: docs.append(Document(page_content=text, metadata=metadata)) conn.close() return docs @@ -276,7 +276,6 @@ class OracleVector(BaseVector): if not isinstance(top_k, int) or top_k <= 0 or top_k > 10000: top_k = 5 # Use default if invalid # just not implement fetch by score_threshold now, may be later - score_threshold = float(kwargs.get("score_threshold") or 0.0) if len(query) > 0: # Check which language the query is in zh_pattern = re.compile("[\u4e00-\u9fa5]+") diff --git a/api/core/rag/datasource/vdb/pgvecto_rs/pgvecto_rs.py b/api/core/rag/datasource/vdb/pgvecto_rs/pgvecto_rs.py index e77befcdae..99cd4a22cb 100644 --- a/api/core/rag/datasource/vdb/pgvecto_rs/pgvecto_rs.py +++ b/api/core/rag/datasource/vdb/pgvecto_rs/pgvecto_rs.py @@ -202,7 +202,7 @@ class PGVectoRS(BaseVector): score = 1 - dis metadata["score"] = score score_threshold = float(kwargs.get("score_threshold") or 0.0) - if score > score_threshold: + if score >= score_threshold: doc = Document(page_content=record.text, metadata=metadata) docs.append(doc) return docs diff --git a/api/core/rag/datasource/vdb/pgvector/pgvector.py b/api/core/rag/datasource/vdb/pgvector/pgvector.py index 746773da63..13be18f920 100644 --- a/api/core/rag/datasource/vdb/pgvector/pgvector.py +++ b/api/core/rag/datasource/vdb/pgvector/pgvector.py @@ -6,8 +6,8 @@ from contextlib import contextmanager from typing import Any import psycopg2.errors -import psycopg2.extras # type: ignore -import psycopg2.pool # type: ignore +import psycopg2.extras +import psycopg2.pool from pydantic import BaseModel, model_validator from configs import dify_config @@ -19,6 +19,8 @@ from core.rag.models.document import Document from extensions.ext_redis import redis_client from models.dataset import Dataset +logger = logging.getLogger(__name__) + class PGVectorConfig(BaseModel): host: str @@ -155,7 +157,7 @@ class PGVector(BaseVector): cur.execute(f"DELETE FROM {self.table_name} WHERE id IN %s", (tuple(ids),)) except psycopg2.errors.UndefinedTable: # table not exists - logging.warning("Table %s not found, skipping delete operation.", self.table_name) + logger.warning("Table %s not found, skipping delete operation.", self.table_name) return except Exception as e: raise e @@ -193,7 +195,7 @@ class PGVector(BaseVector): metadata, text, distance = record score = 1 - distance metadata["score"] = score - if score > score_threshold: + if score >= score_threshold: docs.append(Document(page_content=text, metadata=metadata)) return docs diff --git a/api/core/rag/datasource/vdb/pyvastbase/vastbase_vector.py b/api/core/rag/datasource/vdb/pyvastbase/vastbase_vector.py index 156730ff37..c33e344bff 100644 --- a/api/core/rag/datasource/vdb/pyvastbase/vastbase_vector.py +++ b/api/core/rag/datasource/vdb/pyvastbase/vastbase_vector.py @@ -3,8 +3,8 @@ import uuid from contextlib import contextmanager from typing import Any -import psycopg2.extras # type: ignore -import psycopg2.pool # type: ignore +import psycopg2.extras +import psycopg2.pool from pydantic import BaseModel, model_validator from configs import dify_config @@ -170,7 +170,7 @@ class VastbaseVector(BaseVector): metadata, text, distance = record score = 1 - distance metadata["score"] = score - if score > score_threshold: + if score >= score_threshold: docs.append(Document(page_content=text, metadata=metadata)) return docs diff --git a/api/core/rag/datasource/vdb/qdrant/qdrant_vector.py b/api/core/rag/datasource/vdb/qdrant/qdrant_vector.py index fcf3a6d126..e55c06e665 100644 --- a/api/core/rag/datasource/vdb/qdrant/qdrant_vector.py +++ b/api/core/rag/datasource/vdb/qdrant/qdrant_vector.py @@ -3,7 +3,7 @@ import os import uuid from collections.abc import Generator, Iterable, Sequence from itertools import islice -from typing import TYPE_CHECKING, Any, Optional, Union, cast +from typing import TYPE_CHECKING, Any, Optional, Union import qdrant_client from flask import current_app @@ -18,6 +18,7 @@ from qdrant_client.http.models import ( TokenizerType, ) from qdrant_client.local.qdrant_local import QdrantLocal +from sqlalchemy import select from configs import dify_config from core.rag.datasource.vdb.field import Field @@ -369,7 +370,7 @@ class QdrantVector(BaseVector): continue metadata = result.payload.get(Field.METADATA_KEY.value) or {} # duplicate check score threshold - if result.score > score_threshold: + if result.score >= score_threshold: metadata["score"] = result.score doc = Document( page_content=result.payload.get(Field.CONTENT_KEY.value, ""), @@ -426,7 +427,6 @@ class QdrantVector(BaseVector): def _reload_if_needed(self): if isinstance(self._client, QdrantLocal): - self._client = cast(QdrantLocal, self._client) self._client._load() @classmethod @@ -446,11 +446,8 @@ class QdrantVector(BaseVector): class QdrantVectorFactory(AbstractVectorFactory): def init_vector(self, dataset: Dataset, attributes: list, embeddings: Embeddings) -> QdrantVector: if dataset.collection_binding_id: - dataset_collection_binding = ( - db.session.query(DatasetCollectionBinding) - .where(DatasetCollectionBinding.id == dataset.collection_binding_id) - .one_or_none() - ) + stmt = select(DatasetCollectionBinding).where(DatasetCollectionBinding.id == dataset.collection_binding_id) + dataset_collection_binding = db.session.scalars(stmt).one_or_none() if dataset_collection_binding: collection_name = dataset_collection_binding.collection_name else: diff --git a/api/core/rag/datasource/vdb/relyt/relyt_vector.py b/api/core/rag/datasource/vdb/relyt/relyt_vector.py index 7a42dd1a89..a200bacfb6 100644 --- a/api/core/rag/datasource/vdb/relyt/relyt_vector.py +++ b/api/core/rag/datasource/vdb/relyt/relyt_vector.py @@ -233,7 +233,7 @@ class RelytVector(BaseVector): docs = [] for document, score in results: score_threshold = float(kwargs.get("score_threshold") or 0.0) - if 1 - score > score_threshold: + if 1 - score >= score_threshold: docs.append(document) return docs diff --git a/api/core/rag/datasource/vdb/tablestore/tablestore_vector.py b/api/core/rag/datasource/vdb/tablestore/tablestore_vector.py index 91d667ff2c..1c154ef360 100644 --- a/api/core/rag/datasource/vdb/tablestore/tablestore_vector.py +++ b/api/core/rag/datasource/vdb/tablestore/tablestore_vector.py @@ -17,6 +17,8 @@ from core.rag.models.document import Document from extensions.ext_redis import redis_client from models import Dataset +logger = logging.getLogger(__name__) + class TableStoreConfig(BaseModel): access_key_id: Optional[str] = None @@ -145,7 +147,7 @@ class TableStoreVector(BaseVector): with redis_client.lock(lock_name, timeout=20): collection_exist_cache_key = f"vector_indexing_{self._collection_name}" if redis_client.get(collection_exist_cache_key): - logging.info("Collection %s already exists.", self._collection_name) + logger.info("Collection %s already exists.", self._collection_name) return self._create_table_if_not_exist() @@ -155,7 +157,7 @@ class TableStoreVector(BaseVector): def _create_table_if_not_exist(self) -> None: table_list = self._tablestore_client.list_table() if self._table_name in table_list: - logging.info("Tablestore system table[%s] already exists", self._table_name) + logger.info("Tablestore system table[%s] already exists", self._table_name) return None schema_of_primary_key = [("id", "STRING")] @@ -163,12 +165,12 @@ class TableStoreVector(BaseVector): table_options = tablestore.TableOptions() reserved_throughput = tablestore.ReservedThroughput(tablestore.CapacityUnit(0, 0)) self._tablestore_client.create_table(table_meta, table_options, reserved_throughput) - logging.info("Tablestore create table[%s] successfully.", self._table_name) + logger.info("Tablestore create table[%s] successfully.", self._table_name) def _create_search_index_if_not_exist(self, dimension: int) -> None: search_index_list = self._tablestore_client.list_search_index(table_name=self._table_name) if self._index_name in [t[1] for t in search_index_list]: - logging.info("Tablestore system index[%s] already exists", self._index_name) + logger.info("Tablestore system index[%s] already exists", self._index_name) return None field_schemas = [ @@ -206,20 +208,20 @@ class TableStoreVector(BaseVector): index_meta = tablestore.SearchIndexMeta(field_schemas) self._tablestore_client.create_search_index(self._table_name, self._index_name, index_meta) - logging.info("Tablestore create system index[%s] successfully.", self._index_name) + logger.info("Tablestore create system index[%s] successfully.", self._index_name) def _delete_table_if_exist(self): search_index_list = self._tablestore_client.list_search_index(table_name=self._table_name) for resp_tuple in search_index_list: self._tablestore_client.delete_search_index(resp_tuple[0], resp_tuple[1]) - logging.info("Tablestore delete index[%s] successfully.", self._index_name) + logger.info("Tablestore delete index[%s] successfully.", self._index_name) self._tablestore_client.delete_table(self._table_name) - logging.info("Tablestore delete system table[%s] successfully.", self._index_name) + logger.info("Tablestore delete system table[%s] successfully.", self._index_name) def _delete_search_index(self) -> None: self._tablestore_client.delete_search_index(self._table_name, self._index_name) - logging.info("Tablestore delete index[%s] successfully.", self._index_name) + logger.info("Tablestore delete index[%s] successfully.", self._index_name) def _write_row(self, primary_key: str, attributes: dict[str, Any]) -> None: pk = [("id", primary_key)] @@ -298,7 +300,7 @@ class TableStoreVector(BaseVector): ) documents = [] for search_hit in search_response.search_hits: - if search_hit.score > score_threshold: + if search_hit.score >= score_threshold: ots_column_map = {} for col in search_hit.row[1]: ots_column_map[col[0]] = col[1] diff --git a/api/core/rag/datasource/vdb/tencent/tencent_vector.py b/api/core/rag/datasource/vdb/tencent/tencent_vector.py index 0517d5a6d1..3df35d081f 100644 --- a/api/core/rag/datasource/vdb/tencent/tencent_vector.py +++ b/api/core/rag/datasource/vdb/tencent/tencent_vector.py @@ -39,6 +39,9 @@ class TencentConfig(BaseModel): return {"url": self.url, "username": self.username, "key": self.api_key, "timeout": self.timeout} +bm25 = BM25Encoder.default("zh") + + class TencentVector(BaseVector): field_id: str = "id" field_vector: str = "vector" @@ -53,7 +56,6 @@ class TencentVector(BaseVector): self._dimension = 1024 self._init_database() self._load_collection() - self._bm25 = BM25Encoder.default("zh") def _load_collection(self): """ @@ -186,7 +188,7 @@ class TencentVector(BaseVector): metadata=metadata, ) if self._enable_hybrid_search: - doc.__dict__["sparse_vector"] = self._bm25.encode_texts(texts[i]) + doc.__dict__["sparse_vector"] = bm25.encode_texts(texts[i]) docs.append(doc) self._client.upsert( database_name=self._client_config.database, @@ -264,7 +266,7 @@ class TencentVector(BaseVector): match=[ KeywordSearch( field_name="sparse_vector", - data=self._bm25.encode_queries(query), + data=bm25.encode_queries(query), ), ], rerank=WeightedRerank( @@ -291,7 +293,7 @@ class TencentVector(BaseVector): score = 1 - result.get("score", 0.0) else: score = result.get("score", 0.0) - if score > score_threshold: + if score >= score_threshold: meta["score"] = score doc = Document(page_content=result.get(self.field_text), metadata=meta) docs.append(doc) diff --git a/api/core/rag/datasource/vdb/tidb_on_qdrant/tidb_on_qdrant_vector.py b/api/core/rag/datasource/vdb/tidb_on_qdrant/tidb_on_qdrant_vector.py index e848b39c4d..be24f5a561 100644 --- a/api/core/rag/datasource/vdb/tidb_on_qdrant/tidb_on_qdrant_vector.py +++ b/api/core/rag/datasource/vdb/tidb_on_qdrant/tidb_on_qdrant_vector.py @@ -3,7 +3,7 @@ import os import uuid from collections.abc import Generator, Iterable, Sequence from itertools import islice -from typing import TYPE_CHECKING, Any, Optional, Union, cast +from typing import TYPE_CHECKING, Any, Optional, Union import qdrant_client import requests @@ -20,6 +20,7 @@ from qdrant_client.http.models import ( ) from qdrant_client.local.qdrant_local import QdrantLocal from requests.auth import HTTPDigestAuth +from sqlalchemy import select from configs import dify_config from core.rag.datasource.vdb.field import Field @@ -351,7 +352,7 @@ class TidbOnQdrantVector(BaseVector): metadata = result.payload.get(Field.METADATA_KEY.value) or {} # duplicate check score threshold score_threshold = kwargs.get("score_threshold") or 0.0 - if result.score > score_threshold: + if result.score >= score_threshold: metadata["score"] = result.score doc = Document( page_content=result.payload.get(Field.CONTENT_KEY.value, ""), @@ -398,7 +399,6 @@ class TidbOnQdrantVector(BaseVector): def _reload_if_needed(self): if isinstance(self._client, QdrantLocal): - self._client = cast(QdrantLocal, self._client) self._client._load() @classmethod @@ -417,16 +417,12 @@ class TidbOnQdrantVector(BaseVector): class TidbOnQdrantVectorFactory(AbstractVectorFactory): def init_vector(self, dataset: Dataset, attributes: list, embeddings: Embeddings) -> TidbOnQdrantVector: - tidb_auth_binding = ( - db.session.query(TidbAuthBinding).where(TidbAuthBinding.tenant_id == dataset.tenant_id).one_or_none() - ) + stmt = select(TidbAuthBinding).where(TidbAuthBinding.tenant_id == dataset.tenant_id) + tidb_auth_binding = db.session.scalars(stmt).one_or_none() if not tidb_auth_binding: with redis_client.lock("create_tidb_serverless_cluster_lock", timeout=900): - tidb_auth_binding = ( - db.session.query(TidbAuthBinding) - .where(TidbAuthBinding.tenant_id == dataset.tenant_id) - .one_or_none() - ) + stmt = select(TidbAuthBinding).where(TidbAuthBinding.tenant_id == dataset.tenant_id) + tidb_auth_binding = db.session.scalars(stmt).one_or_none() if tidb_auth_binding: TIDB_ON_QDRANT_API_KEY = f"{tidb_auth_binding.account}:{tidb_auth_binding.password}" diff --git a/api/core/rag/datasource/vdb/upstash/upstash_vector.py b/api/core/rag/datasource/vdb/upstash/upstash_vector.py index e4f15be2b0..9e99f14dc5 100644 --- a/api/core/rag/datasource/vdb/upstash/upstash_vector.py +++ b/api/core/rag/datasource/vdb/upstash/upstash_vector.py @@ -110,7 +110,7 @@ class UpstashVector(BaseVector): score = record.score if metadata is not None and text is not None: metadata["score"] = score - if score > score_threshold: + if score >= score_threshold: docs.append(Document(page_content=text, metadata=metadata)) return docs diff --git a/api/core/rag/datasource/vdb/vector_factory.py b/api/core/rag/datasource/vdb/vector_factory.py index eef03ce412..661a8f37aa 100644 --- a/api/core/rag/datasource/vdb/vector_factory.py +++ b/api/core/rag/datasource/vdb/vector_factory.py @@ -3,6 +3,8 @@ import time from abc import ABC, abstractmethod from typing import Any, Optional +from sqlalchemy import select + from configs import dify_config from core.model_manager import ModelManager from core.model_runtime.entities.model_entities import ModelType @@ -45,11 +47,10 @@ class Vector: vector_type = self._dataset.index_struct_dict["type"] else: if dify_config.VECTOR_STORE_WHITELIST_ENABLE: - whitelist = ( - db.session.query(Whitelist) - .where(Whitelist.tenant_id == self._dataset.tenant_id, Whitelist.category == "vector_db") - .one_or_none() + stmt = select(Whitelist).where( + Whitelist.tenant_id == self._dataset.tenant_id, Whitelist.category == "vector_db" ) + whitelist = db.session.scalars(stmt).one_or_none() if whitelist: vector_type = VectorType.TIDB_ON_QDRANT diff --git a/api/core/rag/datasource/vdb/vikingdb/vikingdb_vector.py b/api/core/rag/datasource/vdb/vikingdb/vikingdb_vector.py index 9166d35bc8..a0a2e47d19 100644 --- a/api/core/rag/datasource/vdb/vikingdb/vikingdb_vector.py +++ b/api/core/rag/datasource/vdb/vikingdb/vikingdb_vector.py @@ -192,7 +192,7 @@ class VikingDBVector(BaseVector): metadata = result.fields.get(vdb_Field.METADATA_KEY.value) if metadata is not None: metadata = json.loads(metadata) - if result.score > score_threshold: + if result.score >= score_threshold: metadata["score"] = result.score doc = Document(page_content=result.fields.get(vdb_Field.CONTENT_KEY.value), metadata=metadata) docs.append(doc) diff --git a/api/core/rag/datasource/vdb/weaviate/weaviate_vector.py b/api/core/rag/datasource/vdb/weaviate/weaviate_vector.py index 5525ef1685..a7e0789a92 100644 --- a/api/core/rag/datasource/vdb/weaviate/weaviate_vector.py +++ b/api/core/rag/datasource/vdb/weaviate/weaviate_vector.py @@ -220,7 +220,7 @@ class WeaviateVector(BaseVector): for doc, score in docs_and_scores: score_threshold = float(kwargs.get("score_threshold") or 0.0) # check score threshold - if score > score_threshold: + if score >= score_threshold: if doc.metadata is not None: doc.metadata["score"] = score docs.append(doc) diff --git a/api/core/rag/docstore/dataset_docstore.py b/api/core/rag/docstore/dataset_docstore.py index f8da3657fc..717cfe8f53 100644 --- a/api/core/rag/docstore/dataset_docstore.py +++ b/api/core/rag/docstore/dataset_docstore.py @@ -1,7 +1,7 @@ from collections.abc import Sequence from typing import Any, Optional -from sqlalchemy import func +from sqlalchemy import func, select from core.model_manager import ModelManager from core.model_runtime.entities.model_entities import ModelType @@ -41,9 +41,8 @@ class DatasetDocumentStore: @property def docs(self) -> dict[str, Document]: - document_segments = ( - db.session.query(DocumentSegment).where(DocumentSegment.dataset_id == self._dataset.id).all() - ) + stmt = select(DocumentSegment).where(DocumentSegment.dataset_id == self._dataset.id) + document_segments = db.session.scalars(stmt).all() output = {} for document_segment in document_segments: @@ -228,10 +227,9 @@ class DatasetDocumentStore: return data def get_document_segment(self, doc_id: str) -> Optional[DocumentSegment]: - document_segment = ( - db.session.query(DocumentSegment) - .where(DocumentSegment.dataset_id == self._dataset.id, DocumentSegment.index_node_id == doc_id) - .first() + stmt = select(DocumentSegment).where( + DocumentSegment.dataset_id == self._dataset.id, DocumentSegment.index_node_id == doc_id ) + document_segment = db.session.scalar(stmt) return document_segment diff --git a/api/core/rag/embedding/cached_embedding.py b/api/core/rag/embedding/cached_embedding.py index 27b635a0cc..e27c1f0594 100644 --- a/api/core/rag/embedding/cached_embedding.py +++ b/api/core/rag/embedding/cached_embedding.py @@ -75,7 +75,7 @@ class CacheEmbedding(Embeddings): except IntegrityError: db.session.rollback() except Exception: - logging.exception("Failed transform embedding") + logger.exception("Failed transform embedding") cache_embeddings = [] try: for i, n_embedding in zip(embedding_queue_indices, embedding_queue_embeddings): @@ -122,7 +122,7 @@ class CacheEmbedding(Embeddings): raise ValueError("Normalized embedding is nan please try again") except Exception as ex: if dify_config.DEBUG: - logging.exception("Failed to embed query text '%s...(%s chars)'", text[:10], len(text)) + logger.exception("Failed to embed query text '%s...(%s chars)'", text[:10], len(text)) raise ex try: @@ -136,7 +136,7 @@ class CacheEmbedding(Embeddings): redis_client.setex(embedding_cache_key, 600, encoded_str) except Exception as ex: if dify_config.DEBUG: - logging.exception( + logger.exception( "Failed to add embedding to redis for the text '%s...(%s chars)'", text[:10], len(text) ) raise ex diff --git a/api/core/rag/extractor/excel_extractor.py b/api/core/rag/extractor/excel_extractor.py index 7cc554c74d..baa3fdf2eb 100644 --- a/api/core/rag/extractor/excel_extractor.py +++ b/api/core/rag/extractor/excel_extractor.py @@ -4,7 +4,7 @@ import os from typing import Optional, cast import pandas as pd -from openpyxl import load_workbook # type: ignore +from openpyxl import load_workbook from core.rag.extractor.extractor_base import BaseExtractor from core.rag.models.document import Document diff --git a/api/core/rag/extractor/extract_processor.py b/api/core/rag/extractor/extract_processor.py index bc19899ea5..e6b28b1bf4 100644 --- a/api/core/rag/extractor/extract_processor.py +++ b/api/core/rag/extractor/extract_processor.py @@ -73,8 +73,8 @@ class ExtractProcessor: suffix = "." + match.group(1) else: suffix = "" - # FIXME mypy: Cannot determine type of 'tempfile._get_candidate_names' better not use it here - file_path = f"{temp_dir}/{next(tempfile._get_candidate_names())}{suffix}" # type: ignore + # https://stackoverflow.com/questions/26541416/generate-temporary-file-names-without-creating-actual-file-in-python#comment90414256_26541521 + file_path = f"{temp_dir}/{tempfile.gettempdir()}{suffix}" Path(file_path).write_bytes(response.content) extract_setting = ExtractSetting(datasource_type="upload_file", document_model="text_model") if return_text: diff --git a/api/core/rag/extractor/html_extractor.py b/api/core/rag/extractor/html_extractor.py index 350b522347..9ff1dfa1bd 100644 --- a/api/core/rag/extractor/html_extractor.py +++ b/api/core/rag/extractor/html_extractor.py @@ -1,6 +1,6 @@ """Abstract interface for document loader implementations.""" -from bs4 import BeautifulSoup # type: ignore +from bs4 import BeautifulSoup from core.rag.extractor.extractor_base import BaseExtractor from core.rag.models.document import Document diff --git a/api/core/rag/extractor/markdown_extractor.py b/api/core/rag/extractor/markdown_extractor.py index c97765b1dc..3845392c8d 100644 --- a/api/core/rag/extractor/markdown_extractor.py +++ b/api/core/rag/extractor/markdown_extractor.py @@ -2,7 +2,7 @@ import re from pathlib import Path -from typing import Optional, cast +from typing import Optional from core.rag.extractor.extractor_base import BaseExtractor from core.rag.extractor.helpers import detect_file_encodings @@ -76,7 +76,7 @@ class MarkdownExtractor(BaseExtractor): markdown_tups.append((current_header, current_text)) markdown_tups = [ - (re.sub(r"#", "", cast(str, key)).strip() if key else None, re.sub(r"<.*?>", "", value)) + (re.sub(r"#", "", key).strip() if key else None, re.sub(r"<.*?>", "", value)) for key, value in markdown_tups ] diff --git a/api/core/rag/extractor/notion_extractor.py b/api/core/rag/extractor/notion_extractor.py index 17f4d1af2d..206b2bb921 100644 --- a/api/core/rag/extractor/notion_extractor.py +++ b/api/core/rag/extractor/notion_extractor.py @@ -4,6 +4,7 @@ import operator from typing import Any, Optional, cast import requests +from sqlalchemy import select from configs import dify_config from core.rag.extractor.extractor_base import BaseExtractor @@ -367,22 +368,17 @@ class NotionExtractor(BaseExtractor): @classmethod def _get_access_token(cls, tenant_id: str, notion_workspace_id: str) -> str: - data_source_binding = ( - db.session.query(DataSourceOauthBinding) - .where( - db.and_( - DataSourceOauthBinding.tenant_id == tenant_id, - DataSourceOauthBinding.provider == "notion", - DataSourceOauthBinding.disabled == False, - DataSourceOauthBinding.source_info["workspace_id"] == f'"{notion_workspace_id}"', - ) - ) - .first() + stmt = select(DataSourceOauthBinding).where( + DataSourceOauthBinding.tenant_id == tenant_id, + DataSourceOauthBinding.provider == "notion", + DataSourceOauthBinding.disabled == False, + DataSourceOauthBinding.source_info["workspace_id"] == f'"{notion_workspace_id}"', ) + data_source_binding = db.session.scalar(stmt) if not data_source_binding: raise Exception( f"No notion data source binding found for tenant {tenant_id} and notion workspace {notion_workspace_id}" ) - return cast(str, data_source_binding.access_token) + return data_source_binding.access_token diff --git a/api/core/rag/extractor/pdf_extractor.py b/api/core/rag/extractor/pdf_extractor.py index 7dfe2e357c..3c43f34104 100644 --- a/api/core/rag/extractor/pdf_extractor.py +++ b/api/core/rag/extractor/pdf_extractor.py @@ -2,7 +2,7 @@ import contextlib from collections.abc import Iterator -from typing import Optional, cast +from typing import Optional from core.rag.extractor.blob.blob import Blob from core.rag.extractor.extractor_base import BaseExtractor @@ -27,7 +27,7 @@ class PdfExtractor(BaseExtractor): plaintext_file_exists = False if self._file_cache_key: with contextlib.suppress(FileNotFoundError): - text = cast(bytes, storage.load(self._file_cache_key)).decode("utf-8") + text = storage.load(self._file_cache_key).decode("utf-8") plaintext_file_exists = True return [Document(page_content=text)] documents = list(self.load()) diff --git a/api/core/rag/extractor/unstructured/unstructured_eml_extractor.py b/api/core/rag/extractor/unstructured/unstructured_eml_extractor.py index 856a9bce18..2427de8292 100644 --- a/api/core/rag/extractor/unstructured/unstructured_eml_extractor.py +++ b/api/core/rag/extractor/unstructured/unstructured_eml_extractor.py @@ -3,7 +3,7 @@ import contextlib import logging from typing import Optional -from bs4 import BeautifulSoup # type: ignore +from bs4 import BeautifulSoup from core.rag.extractor.extractor_base import BaseExtractor from core.rag.models.document import Document diff --git a/api/core/rag/index_processor/processor/paragraph_index_processor.py b/api/core/rag/index_processor/processor/paragraph_index_processor.py index 9b90bd2bb3..997b0b953b 100644 --- a/api/core/rag/index_processor/processor/paragraph_index_processor.py +++ b/api/core/rag/index_processor/processor/paragraph_index_processor.py @@ -123,7 +123,7 @@ class ParagraphIndexProcessor(BaseIndexProcessor): for result in results: metadata = result.metadata metadata["score"] = result.score - if result.score > score_threshold: + if result.score >= score_threshold: doc = Document(page_content=result.page_content, metadata=metadata) docs.append(doc) return docs diff --git a/api/core/rag/index_processor/processor/parent_child_index_processor.py b/api/core/rag/index_processor/processor/parent_child_index_processor.py index 52756fbacd..cb7f6ab57a 100644 --- a/api/core/rag/index_processor/processor/parent_child_index_processor.py +++ b/api/core/rag/index_processor/processor/parent_child_index_processor.py @@ -130,13 +130,16 @@ class ParentChildIndexProcessor(BaseIndexProcessor): if delete_child_chunks: db.session.query(ChildChunk).where( ChildChunk.dataset_id == dataset.id, ChildChunk.index_node_id.in_(child_node_ids) - ).delete() + ).delete(synchronize_session=False) db.session.commit() else: vector.delete() if delete_child_chunks: - db.session.query(ChildChunk).where(ChildChunk.dataset_id == dataset.id).delete() + # Use existing compound index: (tenant_id, dataset_id, ...) + db.session.query(ChildChunk).where( + ChildChunk.tenant_id == dataset.tenant_id, ChildChunk.dataset_id == dataset.id + ).delete(synchronize_session=False) db.session.commit() def retrieve( @@ -162,7 +165,7 @@ class ParentChildIndexProcessor(BaseIndexProcessor): for result in results: metadata = result.metadata metadata["score"] = result.score - if result.score > score_threshold: + if result.score >= score_threshold: doc = Document(page_content=result.page_content, metadata=metadata) docs.append(doc) return docs diff --git a/api/core/rag/index_processor/processor/qa_index_processor.py b/api/core/rag/index_processor/processor/qa_index_processor.py index 75f3153697..8c345b7edf 100644 --- a/api/core/rag/index_processor/processor/qa_index_processor.py +++ b/api/core/rag/index_processor/processor/qa_index_processor.py @@ -23,6 +23,8 @@ from libs import helper from models.dataset import Dataset from services.entities.knowledge_entities.knowledge_entities import Rule +logger = logging.getLogger(__name__) + class QAIndexProcessor(BaseIndexProcessor): def extract(self, extract_setting: ExtractSetting, **kwargs) -> list[Document]: @@ -156,7 +158,7 @@ class QAIndexProcessor(BaseIndexProcessor): for result in results: metadata = result.metadata metadata["score"] = result.score - if result.score > score_threshold: + if result.score >= score_threshold: doc = Document(page_content=result.page_content, metadata=metadata) docs.append(doc) return docs @@ -182,7 +184,7 @@ class QAIndexProcessor(BaseIndexProcessor): qa_documents.append(qa_document) format_documents.extend(qa_documents) except Exception as e: - logging.exception("Failed to format qa document") + logger.exception("Failed to format qa document") all_qa_documents.extend(format_documents) diff --git a/api/core/rag/retrieval/dataset_retrieval.py b/api/core/rag/retrieval/dataset_retrieval.py index cd4af72832..11010c9d60 100644 --- a/api/core/rag/retrieval/dataset_retrieval.py +++ b/api/core/rag/retrieval/dataset_retrieval.py @@ -7,7 +7,7 @@ from collections.abc import Generator, Mapping from typing import Any, Optional, Union, cast from flask import Flask, current_app -from sqlalchemy import Float, and_, or_, text +from sqlalchemy import Float, and_, or_, select, text from sqlalchemy import cast as sqlalchemy_cast from sqlalchemy.orm import Session @@ -65,7 +65,7 @@ default_retrieval_model: dict[str, Any] = { "search_method": RetrievalMethod.SEMANTIC_SEARCH.value, "reranking_enable": False, "reranking_model": {"reranking_provider_name": "", "reranking_model_name": ""}, - "top_k": 2, + "top_k": 4, "score_threshold_enabled": False, } @@ -135,7 +135,8 @@ class DatasetRetrieval: available_datasets = [] for dataset_id in dataset_ids: # get dataset from dataset id - dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() + dataset_stmt = select(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id) + dataset = db.session.scalar(dataset_stmt) # pass if dataset is not available if not dataset: @@ -240,15 +241,12 @@ class DatasetRetrieval: for record in records: segment = record.segment dataset = db.session.query(Dataset).filter_by(id=segment.dataset_id).first() - document = ( - db.session.query(DatasetDocument) - .where( - DatasetDocument.id == segment.document_id, - DatasetDocument.enabled == True, - DatasetDocument.archived == False, - ) - .first() + dataset_document_stmt = select(DatasetDocument).where( + DatasetDocument.id == segment.document_id, + DatasetDocument.enabled == True, + DatasetDocument.archived == False, ) + document = db.session.scalar(dataset_document_stmt) if dataset and document: source = RetrievalSourceMetadata( dataset_id=dataset.id, @@ -327,7 +325,8 @@ class DatasetRetrieval: if dataset_id: # get retrieval model config - dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() + dataset_stmt = select(Dataset).where(Dataset.id == dataset_id) + dataset = db.session.scalar(dataset_stmt) if dataset: results = [] if dataset.provider == "external": @@ -514,22 +513,18 @@ class DatasetRetrieval: dify_documents = [document for document in documents if document.provider == "dify"] for document in dify_documents: if document.metadata is not None: - dataset_document = ( - db.session.query(DatasetDocument) - .where(DatasetDocument.id == document.metadata["document_id"]) - .first() + dataset_document_stmt = select(DatasetDocument).where( + DatasetDocument.id == document.metadata["document_id"] ) + dataset_document = db.session.scalar(dataset_document_stmt) if dataset_document: if dataset_document.doc_form == IndexType.PARENT_CHILD_INDEX: - child_chunk = ( - db.session.query(ChildChunk) - .where( - ChildChunk.index_node_id == document.metadata["doc_id"], - ChildChunk.dataset_id == dataset_document.dataset_id, - ChildChunk.document_id == dataset_document.id, - ) - .first() + child_chunk_stmt = select(ChildChunk).where( + ChildChunk.index_node_id == document.metadata["doc_id"], + ChildChunk.dataset_id == dataset_document.dataset_id, + ChildChunk.document_id == dataset_document.id, ) + child_chunk = db.session.scalar(child_chunk_stmt) if child_chunk: segment = ( db.session.query(DocumentSegment) @@ -600,7 +595,8 @@ class DatasetRetrieval: ): with flask_app.app_context(): with Session(db.engine) as session: - dataset = session.query(Dataset).where(Dataset.id == dataset_id).first() + dataset_stmt = select(Dataset).where(Dataset.id == dataset_id) + dataset = db.session.scalar(dataset_stmt) if not dataset: return [] @@ -647,7 +643,7 @@ class DatasetRetrieval: retrieval_method=retrieval_model["search_method"], dataset_id=dataset.id, query=query, - top_k=retrieval_model.get("top_k") or 2, + top_k=retrieval_model.get("top_k") or 4, score_threshold=retrieval_model.get("score_threshold", 0.0) if retrieval_model["score_threshold_enabled"] else 0.0, @@ -685,7 +681,8 @@ class DatasetRetrieval: available_datasets = [] for dataset_id in dataset_ids: # get dataset from dataset id - dataset = db.session.query(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id).first() + dataset_stmt = select(Dataset).where(Dataset.tenant_id == tenant_id, Dataset.id == dataset_id) + dataset = db.session.scalar(dataset_stmt) # pass if dataset is not available if not dataset: @@ -743,7 +740,7 @@ class DatasetRetrieval: tool = DatasetMultiRetrieverTool.from_dataset( dataset_ids=[dataset.id for dataset in available_datasets], tenant_id=tenant_id, - top_k=retrieve_config.top_k or 2, + top_k=retrieve_config.top_k or 4, score_threshold=retrieve_config.score_threshold, hit_callbacks=[hit_callback], return_resource=return_resource, @@ -958,7 +955,8 @@ class DatasetRetrieval: self, dataset_ids: list, query: str, tenant_id: str, user_id: str, metadata_model_config: ModelConfig ) -> Optional[list[dict[str, Any]]]: # get all metadata field - metadata_fields = db.session.query(DatasetMetadata).where(DatasetMetadata.dataset_id.in_(dataset_ids)).all() + metadata_stmt = select(DatasetMetadata).where(DatasetMetadata.dataset_id.in_(dataset_ids)) + metadata_fields = db.session.scalars(metadata_stmt).all() all_metadata_fields = [metadata_field.name for metadata_field in metadata_fields] # get metadata model config if metadata_model_config is None: diff --git a/api/core/rag/splitter/text_splitter.py b/api/core/rag/splitter/text_splitter.py index 489aa05430..1b60fb7784 100644 --- a/api/core/rag/splitter/text_splitter.py +++ b/api/core/rag/splitter/text_splitter.py @@ -144,7 +144,7 @@ class TextSplitter(BaseDocumentTransformer, ABC): def from_huggingface_tokenizer(cls, tokenizer: Any, **kwargs: Any) -> TextSplitter: """Text splitter that uses HuggingFace tokenizer to count length.""" try: - from transformers import PreTrainedTokenizerBase # type: ignore + from transformers import PreTrainedTokenizerBase if not isinstance(tokenizer, PreTrainedTokenizerBase): raise ValueError("Tokenizer received was not an instance of PreTrainedTokenizerBase") diff --git a/api/core/tools/tool_engine.py b/api/core/tools/tool_engine.py index 10db4d9503..c3fdc37303 100644 --- a/api/core/tools/tool_engine.py +++ b/api/core/tools/tool_engine.py @@ -280,7 +280,7 @@ class ToolEngine: mimetype = "image/jpeg" yield ToolInvokeMessageBinary( - mimetype=response.meta.get("mime_type", "image/jpeg"), + mimetype=response.meta.get("mime_type", mimetype), url=cast(ToolInvokeMessage.TextMessage, response.message).text, ) elif response.type == ToolInvokeMessage.MessageType.BLOB: diff --git a/api/core/tools/tool_label_manager.py b/api/core/tools/tool_label_manager.py index cdfefbadb3..90c09a4441 100644 --- a/api/core/tools/tool_label_manager.py +++ b/api/core/tools/tool_label_manager.py @@ -1,3 +1,5 @@ +from sqlalchemy import select + from core.tools.__base.tool_provider import ToolProviderController from core.tools.builtin_tool.provider import BuiltinToolProviderController from core.tools.custom_tool.provider import ApiToolProviderController @@ -54,17 +56,13 @@ class ToolLabelManager: return controller.tool_labels else: raise ValueError("Unsupported tool type") - - labels = ( - db.session.query(ToolLabelBinding.label_name) - .where( - ToolLabelBinding.tool_id == provider_id, - ToolLabelBinding.tool_type == controller.provider_type.value, - ) - .all() + stmt = select(ToolLabelBinding.label_name).where( + ToolLabelBinding.tool_id == provider_id, + ToolLabelBinding.tool_type == controller.provider_type.value, ) + labels = db.session.scalars(stmt).all() - return [label.label_name for label in labels] + return list(labels) @classmethod def get_tools_labels(cls, tool_providers: list[ToolProviderController]) -> dict[str, list[str]]: diff --git a/api/core/tools/tool_manager.py b/api/core/tools/tool_manager.py index 2089313b08..eefeac9340 100644 --- a/api/core/tools/tool_manager.py +++ b/api/core/tools/tool_manager.py @@ -9,6 +9,8 @@ from typing import TYPE_CHECKING, Any, Literal, Optional, Union, cast import sqlalchemy as sa from pydantic import TypeAdapter +from sqlalchemy import select +from sqlalchemy.orm import Session from yarl import URL import contexts @@ -197,14 +199,11 @@ class ToolManager: # get specific credentials if is_valid_uuid(credential_id): try: - builtin_provider = ( - db.session.query(BuiltinToolProvider) - .where( - BuiltinToolProvider.tenant_id == tenant_id, - BuiltinToolProvider.id == credential_id, - ) - .first() + builtin_provider_stmt = select(BuiltinToolProvider).where( + BuiltinToolProvider.tenant_id == tenant_id, + BuiltinToolProvider.id == credential_id, ) + builtin_provider = db.session.scalar(builtin_provider_stmt) except Exception as e: builtin_provider = None logger.info("Error getting builtin provider %s:%s", credential_id, e, exc_info=True) @@ -316,11 +315,10 @@ class ToolManager: ), ) elif provider_type == ToolProviderType.WORKFLOW: - workflow_provider = ( - db.session.query(WorkflowToolProvider) - .where(WorkflowToolProvider.tenant_id == tenant_id, WorkflowToolProvider.id == provider_id) - .first() + workflow_provider_stmt = select(WorkflowToolProvider).where( + WorkflowToolProvider.tenant_id == tenant_id, WorkflowToolProvider.id == provider_id ) + workflow_provider = db.session.scalar(workflow_provider_stmt) if workflow_provider is None: raise ToolProviderNotFoundError(f"workflow provider {provider_id} not found") @@ -330,16 +328,13 @@ class ToolManager: if controller_tools is None or len(controller_tools) == 0: raise ToolProviderNotFoundError(f"workflow provider {provider_id} not found") - return cast( - WorkflowTool, - controller.get_tools(tenant_id=workflow_provider.tenant_id)[0].fork_tool_runtime( - runtime=ToolRuntime( - tenant_id=tenant_id, - credentials={}, - invoke_from=invoke_from, - tool_invoke_from=tool_invoke_from, - ) - ), + return controller.get_tools(tenant_id=workflow_provider.tenant_id)[0].fork_tool_runtime( + runtime=ToolRuntime( + tenant_id=tenant_id, + credentials={}, + invoke_from=invoke_from, + tool_invoke_from=tool_invoke_from, + ) ) elif provider_type == ToolProviderType.APP: raise NotImplementedError("app provider not implemented") @@ -617,8 +612,9 @@ class ToolManager: WHERE tenant_id = :tenant_id ORDER BY tenant_id, provider, is_default DESC, created_at DESC """ - ids = [row.id for row in db.session.execute(sa.text(sql), {"tenant_id": tenant_id}).all()] - return db.session.query(BuiltinToolProvider).where(BuiltinToolProvider.id.in_(ids)).all() + 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() @classmethod def list_providers_from_api( @@ -646,8 +642,8 @@ class ToolManager: for provider in builtin_providers: # handle include, exclude if is_filtered( - include_set=cast(set[str], dify_config.POSITION_TOOL_INCLUDES_SET), - exclude_set=cast(set[str], dify_config.POSITION_TOOL_EXCLUDES_SET), + include_set=dify_config.POSITION_TOOL_INCLUDES_SET, + exclude_set=dify_config.POSITION_TOOL_EXCLUDES_SET, data=provider, name_func=lambda x: x.identity.name, ): diff --git a/api/core/tools/utils/dataset_retriever/dataset_multi_retriever_tool.py b/api/core/tools/utils/dataset_retriever/dataset_multi_retriever_tool.py index 7eb4bc017a..75c0c6738e 100644 --- a/api/core/tools/utils/dataset_retriever/dataset_multi_retriever_tool.py +++ b/api/core/tools/utils/dataset_retriever/dataset_multi_retriever_tool.py @@ -3,6 +3,7 @@ from typing import Any from flask import Flask, current_app from pydantic import BaseModel, Field +from sqlalchemy import select from core.callback_handler.index_tool_callback_handler import DatasetIndexToolCallbackHandler from core.model_manager import ModelManager @@ -85,17 +86,14 @@ class DatasetMultiRetrieverTool(DatasetRetrieverBaseTool): document_context_list = [] index_node_ids = [document.metadata["doc_id"] for document in all_documents if document.metadata] - segments = ( - db.session.query(DocumentSegment) - .where( - DocumentSegment.dataset_id.in_(self.dataset_ids), - DocumentSegment.completed_at.isnot(None), - DocumentSegment.status == "completed", - DocumentSegment.enabled == True, - DocumentSegment.index_node_id.in_(index_node_ids), - ) - .all() + document_segment_stmt = select(DocumentSegment).where( + DocumentSegment.dataset_id.in_(self.dataset_ids), + DocumentSegment.completed_at.isnot(None), + DocumentSegment.status == "completed", + DocumentSegment.enabled == True, + DocumentSegment.index_node_id.in_(index_node_ids), ) + segments = db.session.scalars(document_segment_stmt).all() if segments: index_node_id_to_position = {id: position for position, id in enumerate(index_node_ids)} @@ -112,15 +110,12 @@ class DatasetMultiRetrieverTool(DatasetRetrieverBaseTool): resource_number = 1 for segment in sorted_segments: dataset = db.session.query(Dataset).filter_by(id=segment.dataset_id).first() - document = ( - db.session.query(Document) - .where( - Document.id == segment.document_id, - Document.enabled == True, - Document.archived == False, - ) - .first() + document_stmt = select(Document).where( + Document.id == segment.document_id, + Document.enabled == True, + Document.archived == False, ) + document = db.session.scalar(document_stmt) if dataset and document: source = RetrievalSourceMetadata( position=resource_number, @@ -162,9 +157,8 @@ class DatasetMultiRetrieverTool(DatasetRetrieverBaseTool): hit_callbacks: list[DatasetIndexToolCallbackHandler], ): with flask_app.app_context(): - dataset = ( - db.session.query(Dataset).where(Dataset.tenant_id == self.tenant_id, Dataset.id == dataset_id).first() - ) + stmt = select(Dataset).where(Dataset.tenant_id == self.tenant_id, Dataset.id == dataset_id) + dataset = db.session.scalar(stmt) if not dataset: return [] @@ -181,7 +175,7 @@ class DatasetMultiRetrieverTool(DatasetRetrieverBaseTool): retrieval_method="keyword_search", dataset_id=dataset.id, query=query, - top_k=retrieval_model.get("top_k") or 2, + top_k=retrieval_model.get("top_k") or 4, ) if documents: all_documents.extend(documents) @@ -192,7 +186,7 @@ class DatasetMultiRetrieverTool(DatasetRetrieverBaseTool): retrieval_method=retrieval_model["search_method"], dataset_id=dataset.id, query=query, - top_k=retrieval_model.get("top_k") or 2, + top_k=retrieval_model.get("top_k") or 4, score_threshold=retrieval_model.get("score_threshold", 0.0) if retrieval_model["score_threshold_enabled"] else 0.0, diff --git a/api/core/tools/utils/dataset_retriever/dataset_retriever_base_tool.py b/api/core/tools/utils/dataset_retriever/dataset_retriever_base_tool.py index 567275531e..4f489e00f4 100644 --- a/api/core/tools/utils/dataset_retriever/dataset_retriever_base_tool.py +++ b/api/core/tools/utils/dataset_retriever/dataset_retriever_base_tool.py @@ -13,7 +13,7 @@ class DatasetRetrieverBaseTool(BaseModel, ABC): name: str = "dataset" description: str = "use this to retrieve a dataset. " tenant_id: str - top_k: int = 2 + top_k: int = 4 score_threshold: Optional[float] = None hit_callbacks: list[DatasetIndexToolCallbackHandler] = [] return_resource: bool diff --git a/api/core/tools/utils/dataset_retriever/dataset_retriever_tool.py b/api/core/tools/utils/dataset_retriever/dataset_retriever_tool.py index f7689d7707..b536c5a25c 100644 --- a/api/core/tools/utils/dataset_retriever/dataset_retriever_tool.py +++ b/api/core/tools/utils/dataset_retriever/dataset_retriever_tool.py @@ -1,6 +1,7 @@ from typing import Any, Optional, cast from pydantic import BaseModel, Field +from sqlalchemy import select from core.app.app_config.entities import DatasetRetrieveConfigEntity, ModelConfig from core.rag.datasource.retrieval_service import RetrievalService @@ -56,9 +57,8 @@ class DatasetRetrieverTool(DatasetRetrieverBaseTool): ) def _run(self, query: str) -> str: - dataset = ( - db.session.query(Dataset).where(Dataset.tenant_id == self.tenant_id, Dataset.id == self.dataset_id).first() - ) + dataset_stmt = select(Dataset).where(Dataset.tenant_id == self.tenant_id, Dataset.id == self.dataset_id) + dataset = db.session.scalar(dataset_stmt) if not dataset: return "" @@ -188,15 +188,12 @@ class DatasetRetrieverTool(DatasetRetrieverBaseTool): for record in records: segment = record.segment dataset = db.session.query(Dataset).filter_by(id=segment.dataset_id).first() - document = ( - db.session.query(DatasetDocument) # type: ignore - .where( - DatasetDocument.id == segment.document_id, - DatasetDocument.enabled == True, - DatasetDocument.archived == False, - ) - .first() + dataset_document_stmt = select(DatasetDocument).where( + DatasetDocument.id == segment.document_id, + DatasetDocument.enabled == True, + DatasetDocument.archived == False, ) + document = db.session.scalar(dataset_document_stmt) # type: ignore if dataset and document: source = RetrievalSourceMetadata( dataset_id=dataset.id, diff --git a/api/core/tools/utils/message_transformer.py b/api/core/tools/utils/message_transformer.py index ac12d83ef2..bf075bd730 100644 --- a/api/core/tools/utils/message_transformer.py +++ b/api/core/tools/utils/message_transformer.py @@ -3,25 +3,26 @@ from collections.abc import Generator from datetime import date, datetime from decimal import Decimal from mimetypes import guess_extension -from typing import Optional, cast +from typing import Optional from uuid import UUID import numpy as np import pytz -from flask_login import current_user from core.file import File, FileTransferMethod, FileType from core.tools.entities.tool_entities import ToolInvokeMessage from core.tools.tool_file_manager import ToolFileManager +from libs.login import current_user +from models.account import Account logger = logging.getLogger(__name__) def safe_json_value(v): if isinstance(v, datetime): - tz_name = getattr(current_user, "timezone", None) if current_user is not None else None - if not tz_name: - tz_name = "UTC" + tz_name = "UTC" + if isinstance(current_user, Account) and current_user.timezone is not None: + tz_name = current_user.timezone return v.astimezone(pytz.timezone(tz_name)).isoformat() elif isinstance(v, date): return v.isoformat() @@ -46,7 +47,7 @@ def safe_json_value(v): return v -def safe_json_dict(d): +def safe_json_dict(d: dict): if not isinstance(d, dict): raise TypeError("safe_json_dict() expects a dictionary (dict) as input") return {k: safe_json_value(v) for k, v in d.items()} @@ -158,8 +159,7 @@ class ToolFileMessageTransformer: elif message.type == ToolInvokeMessage.MessageType.JSON: if isinstance(message.message, ToolInvokeMessage.JsonMessage): - json_msg = cast(ToolInvokeMessage.JsonMessage, message.message) - json_msg.json_object = safe_json_value(json_msg.json_object) + message.message.json_object = safe_json_value(message.message.json_object) yield message else: yield message diff --git a/api/core/tools/utils/model_invocation_utils.py b/api/core/tools/utils/model_invocation_utils.py index 3f59b3f472..251d914800 100644 --- a/api/core/tools/utils/model_invocation_utils.py +++ b/api/core/tools/utils/model_invocation_utils.py @@ -129,17 +129,14 @@ class ModelInvocationUtils: db.session.commit() try: - response: LLMResult = cast( - LLMResult, - model_instance.invoke_llm( - prompt_messages=prompt_messages, - model_parameters=model_parameters, - tools=[], - stop=[], - stream=False, - user=user_id, - callbacks=[], - ), + response: LLMResult = model_instance.invoke_llm( + prompt_messages=prompt_messages, + model_parameters=model_parameters, + tools=[], + stop=[], + stream=False, + user=user_id, + callbacks=[], ) except InvokeRateLimitError as e: raise InvokeModelError(f"Invoke rate limit error: {e}") diff --git a/api/core/tools/utils/parser.py b/api/core/tools/utils/parser.py index 3857a2a16b..78f1f339fa 100644 --- a/api/core/tools/utils/parser.py +++ b/api/core/tools/utils/parser.py @@ -6,7 +6,7 @@ from typing import Optional from flask import request from requests import get -from yaml import YAMLError, safe_load # type: ignore +from yaml import YAMLError, safe_load from core.tools.entities.common_entities import I18nObject from core.tools.entities.tool_bundle import ApiToolBundle diff --git a/api/core/tools/workflow_as_tool/tool.py b/api/core/tools/workflow_as_tool/tool.py index 6824e5e0e8..9bcc639520 100644 --- a/api/core/tools/workflow_as_tool/tool.py +++ b/api/core/tools/workflow_as_tool/tool.py @@ -1,9 +1,9 @@ import json import logging from collections.abc import Generator -from typing import Any, Optional, cast +from typing import Any, Optional -from flask_login import current_user +from sqlalchemy import select from core.file import FILE_MODEL_IDENTITY, File, FileTransferMethod from core.tools.__base.tool import Tool @@ -17,8 +17,8 @@ from core.tools.entities.tool_entities import ( from core.tools.errors import ToolInvokeError from extensions.ext_database import db from factories.file_factory import build_from_mapping -from models.account import Account -from models.model import App, EndUser +from libs.login import current_user +from models.model import App from models.workflow import Workflow logger = logging.getLogger(__name__) @@ -81,11 +81,11 @@ class WorkflowTool(Tool): generator = WorkflowAppGenerator() assert self.runtime is not None assert self.runtime.invoke_from is not None - + assert current_user is not None result = generator.generate( app_model=app, workflow=workflow, - user=cast("Account | EndUser", current_user), + user=current_user, args={"inputs": tool_parameters, "files": files}, invoke_from=self.runtime.invoke_from, streaming=False, @@ -138,7 +138,8 @@ class WorkflowTool(Tool): .first() ) else: - workflow = db.session.query(Workflow).where(Workflow.app_id == app_id, Workflow.version == version).first() + stmt = select(Workflow).where(Workflow.app_id == app_id, Workflow.version == version) + workflow = db.session.scalar(stmt) if not workflow: raise ValueError("workflow not found or not published") @@ -149,7 +150,8 @@ class WorkflowTool(Tool): """ get the app by app id """ - app = db.session.query(App).where(App.id == app_id).first() + stmt = select(App).where(App.id == app_id) + app = db.session.scalar(stmt) if not app: raise ValueError("app not found") @@ -206,14 +208,14 @@ class WorkflowTool(Tool): item = self._update_file_mapping(item) file = build_from_mapping( mapping=item, - tenant_id=str(cast(ToolRuntime, self.runtime).tenant_id), + tenant_id=str(self.runtime.tenant_id), ) files.append(file) elif isinstance(value, dict) and value.get("dify_model_identity") == FILE_MODEL_IDENTITY: value = self._update_file_mapping(value) file = build_from_mapping( mapping=value, - tenant_id=str(cast(ToolRuntime, self.runtime).tenant_id), + tenant_id=str(self.runtime.tenant_id), ) files.append(file) diff --git a/api/core/variables/segments.py b/api/core/variables/segments.py index a99f5eece3..9e7616874e 100644 --- a/api/core/variables/segments.py +++ b/api/core/variables/segments.py @@ -151,6 +151,11 @@ class FileSegment(Segment): return "" +class BooleanSegment(Segment): + value_type: SegmentType = SegmentType.BOOLEAN + value: bool + + class ArrayAnySegment(ArraySegment): value_type: SegmentType = SegmentType.ARRAY_ANY value: Sequence[Any] @@ -198,6 +203,11 @@ class ArrayFileSegment(ArraySegment): return "" +class ArrayBooleanSegment(ArraySegment): + value_type: SegmentType = SegmentType.ARRAY_BOOLEAN + value: Sequence[bool] + + def get_segment_discriminator(v: Any) -> SegmentType | None: if isinstance(v, Segment): return v.value_type @@ -231,11 +241,13 @@ SegmentUnion: TypeAlias = Annotated[ | Annotated[IntegerSegment, Tag(SegmentType.INTEGER)] | Annotated[ObjectSegment, Tag(SegmentType.OBJECT)] | Annotated[FileSegment, Tag(SegmentType.FILE)] + | Annotated[BooleanSegment, Tag(SegmentType.BOOLEAN)] | Annotated[ArrayAnySegment, Tag(SegmentType.ARRAY_ANY)] | Annotated[ArrayStringSegment, Tag(SegmentType.ARRAY_STRING)] | Annotated[ArrayNumberSegment, Tag(SegmentType.ARRAY_NUMBER)] | Annotated[ArrayObjectSegment, Tag(SegmentType.ARRAY_OBJECT)] | Annotated[ArrayFileSegment, Tag(SegmentType.ARRAY_FILE)] + | Annotated[ArrayBooleanSegment, Tag(SegmentType.ARRAY_BOOLEAN)] ), Discriminator(get_segment_discriminator), ] diff --git a/api/core/variables/types.py b/api/core/variables/types.py index 6629056042..55f8ae3c72 100644 --- a/api/core/variables/types.py +++ b/api/core/variables/types.py @@ -6,7 +6,12 @@ from core.file.models import File class ArrayValidation(StrEnum): - """Strategy for validating array elements""" + """Strategy for validating array elements. + + Note: + The `NONE` and `FIRST` strategies are primarily for compatibility purposes. + Avoid using them in new code whenever possible. + """ # Skip element validation (only check array container) NONE = "none" @@ -27,12 +32,14 @@ class SegmentType(StrEnum): SECRET = "secret" FILE = "file" + BOOLEAN = "boolean" ARRAY_ANY = "array[any]" ARRAY_STRING = "array[string]" ARRAY_NUMBER = "array[number]" ARRAY_OBJECT = "array[object]" ARRAY_FILE = "array[file]" + ARRAY_BOOLEAN = "array[boolean]" NONE = "none" @@ -76,12 +83,18 @@ class SegmentType(StrEnum): return SegmentType.ARRAY_FILE case SegmentType.NONE: return SegmentType.ARRAY_ANY + case SegmentType.BOOLEAN: + return SegmentType.ARRAY_BOOLEAN case _: # This should be unreachable. raise ValueError(f"not supported value {value}") if value is None: return SegmentType.NONE - elif isinstance(value, int) and not isinstance(value, bool): + # Important: The check for `bool` must precede the check for `int`, + # as `bool` is a subclass of `int` in Python's type hierarchy. + elif isinstance(value, bool): + return SegmentType.BOOLEAN + elif isinstance(value, int): return SegmentType.INTEGER elif isinstance(value, float): return SegmentType.FLOAT @@ -111,7 +124,7 @@ class SegmentType(StrEnum): else: return all(element_type.is_valid(i, array_validation=ArrayValidation.NONE) for i in value) - def is_valid(self, value: Any, array_validation: ArrayValidation = ArrayValidation.FIRST) -> bool: + def is_valid(self, value: Any, array_validation: ArrayValidation = ArrayValidation.ALL) -> bool: """ Check if a value matches the segment type. Users of `SegmentType` should call this method, instead of using @@ -126,6 +139,10 @@ class SegmentType(StrEnum): """ if self.is_array_type(): return self._validate_array(value, array_validation) + # Important: The check for `bool` must precede the check for `int`, + # as `bool` is a subclass of `int` in Python's type hierarchy. + elif self == SegmentType.BOOLEAN: + return isinstance(value, bool) elif self in [SegmentType.INTEGER, SegmentType.FLOAT, SegmentType.NUMBER]: return isinstance(value, (int, float)) elif self == SegmentType.STRING: @@ -141,6 +158,27 @@ class SegmentType(StrEnum): else: raise AssertionError("this statement should be unreachable.") + @staticmethod + def cast_value(value: Any, type_: "SegmentType") -> Any: + # Cast Python's `bool` type to `int` when the runtime type requires + # an integer or number. + # + # This ensures compatibility with existing workflows that may use `bool` as + # `int`, since in Python's type system, `bool` is a subtype of `int`. + # + # This function exists solely to maintain compatibility with existing workflows. + # It should not be used to compromise the integrity of the runtime type system. + # No additional casting rules should be introduced to this function. + + if type_ in ( + SegmentType.INTEGER, + SegmentType.NUMBER, + ) and isinstance(value, bool): + return int(value) + if type_ == SegmentType.ARRAY_NUMBER and all(isinstance(i, bool) for i in value): + return [int(i) for i in value] + return value + def exposed_type(self) -> "SegmentType": """Returns the type exposed to the frontend. @@ -150,6 +188,20 @@ class SegmentType(StrEnum): return SegmentType.NUMBER return self + def element_type(self) -> "SegmentType | None": + """Return the element type of the current segment type, or `None` if the element type is undefined. + + Raises: + ValueError: If the current segment type is not an array type. + + Note: + For certain array types, such as `SegmentType.ARRAY_ANY`, their element types are not defined + by the runtime system. In such cases, this method will return `None`. + """ + if not self.is_array_type(): + raise ValueError(f"element_type is only supported by array type, got {self}") + return _ARRAY_ELEMENT_TYPES_MAPPING.get(self) + _ARRAY_ELEMENT_TYPES_MAPPING: Mapping[SegmentType, SegmentType] = { # ARRAY_ANY does not have corresponding element type. @@ -157,6 +209,7 @@ _ARRAY_ELEMENT_TYPES_MAPPING: Mapping[SegmentType, SegmentType] = { SegmentType.ARRAY_NUMBER: SegmentType.NUMBER, SegmentType.ARRAY_OBJECT: SegmentType.OBJECT, SegmentType.ARRAY_FILE: SegmentType.FILE, + SegmentType.ARRAY_BOOLEAN: SegmentType.BOOLEAN, } _ARRAY_TYPES = frozenset( diff --git a/api/core/variables/variables.py b/api/core/variables/variables.py index a31ebc848e..a994730cd5 100644 --- a/api/core/variables/variables.py +++ b/api/core/variables/variables.py @@ -1,5 +1,5 @@ from collections.abc import Sequence -from typing import Annotated, TypeAlias, cast +from typing import Annotated, TypeAlias from uuid import uuid4 from pydantic import Discriminator, Field, Tag @@ -8,11 +8,13 @@ from core.helper import encrypter from .segments import ( ArrayAnySegment, + ArrayBooleanSegment, ArrayFileSegment, ArrayNumberSegment, ArrayObjectSegment, ArraySegment, ArrayStringSegment, + BooleanSegment, FileSegment, FloatSegment, IntegerSegment, @@ -84,7 +86,7 @@ class SecretVariable(StringVariable): @property def log(self) -> str: - return cast(str, encrypter.obfuscated_token(self.value)) + return encrypter.obfuscated_token(self.value) class NoneVariable(NoneSegment, Variable): @@ -96,10 +98,18 @@ class FileVariable(FileSegment, Variable): pass +class BooleanVariable(BooleanSegment, Variable): + pass + + class ArrayFileVariable(ArrayFileSegment, ArrayVariable): pass +class ArrayBooleanVariable(ArrayBooleanSegment, ArrayVariable): + pass + + # The `VariableUnion`` type is used to enable serialization and deserialization with Pydantic. # Use `Variable` for type hinting when serialization is not required. # @@ -114,11 +124,13 @@ VariableUnion: TypeAlias = Annotated[ | Annotated[IntegerVariable, Tag(SegmentType.INTEGER)] | Annotated[ObjectVariable, Tag(SegmentType.OBJECT)] | Annotated[FileVariable, Tag(SegmentType.FILE)] + | Annotated[BooleanVariable, Tag(SegmentType.BOOLEAN)] | Annotated[ArrayAnyVariable, Tag(SegmentType.ARRAY_ANY)] | Annotated[ArrayStringVariable, Tag(SegmentType.ARRAY_STRING)] | Annotated[ArrayNumberVariable, Tag(SegmentType.ARRAY_NUMBER)] | Annotated[ArrayObjectVariable, Tag(SegmentType.ARRAY_OBJECT)] | Annotated[ArrayFileVariable, Tag(SegmentType.ARRAY_FILE)] + | Annotated[ArrayBooleanVariable, Tag(SegmentType.ARRAY_BOOLEAN)] | Annotated[SecretVariable, Tag(SegmentType.SECRET)] ), Discriminator(get_segment_discriminator), diff --git a/api/core/workflow/graph_engine/entities/event.py b/api/core/workflow/graph_engine/entities/event.py index e57e9e4d64..6e72f8b152 100644 --- a/api/core/workflow/graph_engine/entities/event.py +++ b/api/core/workflow/graph_engine/entities/event.py @@ -166,7 +166,7 @@ class BaseIterationEvent(GraphEngineEvent): parent_parallel_start_node_id: Optional[str] = None """parent parallel start node id if node is in parallel""" parallel_mode_run_id: Optional[str] = None - """iteratoin run in parallel mode run id""" + """iteration run in parallel mode run id""" class IterationRunStartedEvent(BaseIterationEvent): diff --git a/api/core/workflow/graph_engine/graph_engine.py b/api/core/workflow/graph_engine/graph_engine.py index 03b920ccbb..188d0c475f 100644 --- a/api/core/workflow/graph_engine/graph_engine.py +++ b/api/core/workflow/graph_engine/graph_engine.py @@ -374,7 +374,7 @@ class GraphEngine: if len(sub_edge_mappings) == 0: continue - edge = cast(GraphEdge, sub_edge_mappings[0]) + edge = sub_edge_mappings[0] if edge.run_condition is None: logger.warning("Edge %s run condition is None", edge.target_node_id) continue diff --git a/api/core/workflow/nodes/agent/agent_node.py b/api/core/workflow/nodes/agent/agent_node.py index 144f036aa4..9e5d5e62b4 100644 --- a/api/core/workflow/nodes/agent/agent_node.py +++ b/api/core/workflow/nodes/agent/agent_node.py @@ -153,7 +153,7 @@ class AgentNode(BaseNode): messages=message_stream, tool_info={ "icon": self.agent_strategy_icon, - "agent_strategy": cast(AgentNodeData, self._node_data).agent_strategy_name, + "agent_strategy": self._node_data.agent_strategy_name, }, parameters_for_log=parameters_for_log, user_id=self.user_id, @@ -394,8 +394,7 @@ class AgentNode(BaseNode): current_plugin = next( plugin for plugin in plugins - if f"{plugin.plugin_id}/{plugin.name}" - == cast(AgentNodeData, self._node_data).agent_strategy_provider_name + if f"{plugin.plugin_id}/{plugin.name}" == self._node_data.agent_strategy_provider_name ) icon = current_plugin.declaration.icon except StopIteration: diff --git a/api/core/workflow/nodes/answer/answer_stream_processor.py b/api/core/workflow/nodes/answer/answer_stream_processor.py index 97666fad05..4a75c9edd4 100644 --- a/api/core/workflow/nodes/answer/answer_stream_processor.py +++ b/api/core/workflow/nodes/answer/answer_stream_processor.py @@ -149,9 +149,6 @@ class AnswerStreamProcessor(StreamProcessor): return [] stream_output_value_selector = event.from_variable_selector - if not stream_output_value_selector: - return [] - stream_out_answer_node_ids = [] for answer_node_id, route_position in self.route_position.items(): if answer_node_id not in self.rest_node_ids: diff --git a/api/core/workflow/nodes/code/code_node.py b/api/core/workflow/nodes/code/code_node.py index fdf3932827..17bd841fc9 100644 --- a/api/core/workflow/nodes/code/code_node.py +++ b/api/core/workflow/nodes/code/code_node.py @@ -8,6 +8,7 @@ from core.helper.code_executor.code_node_provider import CodeNodeProvider from core.helper.code_executor.javascript.javascript_code_provider import JavascriptCodeProvider from core.helper.code_executor.python3.python3_code_provider import Python3CodeProvider from core.variables.segments import ArrayFileSegment +from core.variables.types import SegmentType from core.workflow.entities.node_entities import NodeRunResult from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus from core.workflow.nodes.base import BaseNode @@ -119,6 +120,14 @@ class CodeNode(BaseNode): return value.replace("\x00", "") + def _check_boolean(self, value: bool | None, variable: str) -> bool | None: + if value is None: + return None + if not isinstance(value, bool): + raise OutputValidationError(f"Output variable `{variable}` must be a boolean") + + return value + def _check_number(self, value: int | float | None, variable: str) -> int | float | None: """ Check number @@ -173,6 +182,8 @@ class CodeNode(BaseNode): prefix=f"{prefix}.{output_name}" if prefix else output_name, depth=depth + 1, ) + elif isinstance(output_value, bool): + self._check_boolean(output_value, variable=f"{prefix}.{output_name}" if prefix else output_name) elif isinstance(output_value, int | float): self._check_number( value=output_value, variable=f"{prefix}.{output_name}" if prefix else output_name @@ -232,7 +243,7 @@ class CodeNode(BaseNode): if output_name not in result: raise OutputValidationError(f"Output {prefix}{dot}{output_name} is missing.") - if output_config.type == "object": + if output_config.type == SegmentType.OBJECT: # check if output is object if not isinstance(result.get(output_name), dict): if result[output_name] is None: @@ -249,18 +260,28 @@ class CodeNode(BaseNode): prefix=f"{prefix}.{output_name}", depth=depth + 1, ) - elif output_config.type == "number": + elif output_config.type == SegmentType.NUMBER: # check if number available - transformed_result[output_name] = self._check_number( - value=result[output_name], variable=f"{prefix}{dot}{output_name}" - ) - elif output_config.type == "string": + checked = self._check_number(value=result[output_name], variable=f"{prefix}{dot}{output_name}") + # If the output is a boolean and the output schema specifies a NUMBER type, + # convert the boolean value to an integer. + # + # This ensures compatibility with existing workflows that may use + # `True` and `False` as values for NUMBER type outputs. + transformed_result[output_name] = self._convert_boolean_to_int(checked) + + elif output_config.type == SegmentType.STRING: # check if string available transformed_result[output_name] = self._check_string( value=result[output_name], variable=f"{prefix}{dot}{output_name}", ) - elif output_config.type == "array[number]": + elif output_config.type == SegmentType.BOOLEAN: + transformed_result[output_name] = self._check_boolean( + value=result[output_name], + variable=f"{prefix}{dot}{output_name}", + ) + elif output_config.type == SegmentType.ARRAY_NUMBER: # check if array of number available if not isinstance(result[output_name], list): if result[output_name] is None: @@ -278,10 +299,17 @@ class CodeNode(BaseNode): ) transformed_result[output_name] = [ - self._check_number(value=value, variable=f"{prefix}{dot}{output_name}[{i}]") + # If the element is a boolean and the output schema specifies a `array[number]` type, + # convert the boolean value to an integer. + # + # This ensures compatibility with existing workflows that may use + # `True` and `False` as values for NUMBER type outputs. + self._convert_boolean_to_int( + self._check_number(value=value, variable=f"{prefix}{dot}{output_name}[{i}]"), + ) for i, value in enumerate(result[output_name]) ] - elif output_config.type == "array[string]": + elif output_config.type == SegmentType.ARRAY_STRING: # check if array of string available if not isinstance(result[output_name], list): if result[output_name] is None: @@ -302,7 +330,7 @@ class CodeNode(BaseNode): self._check_string(value=value, variable=f"{prefix}{dot}{output_name}[{i}]") for i, value in enumerate(result[output_name]) ] - elif output_config.type == "array[object]": + elif output_config.type == SegmentType.ARRAY_OBJECT: # check if array of object available if not isinstance(result[output_name], list): if result[output_name] is None: @@ -340,6 +368,22 @@ class CodeNode(BaseNode): ) for i, value in enumerate(result[output_name]) ] + elif output_config.type == SegmentType.ARRAY_BOOLEAN: + # check if array of object available + if not isinstance(result[output_name], list): + if result[output_name] is None: + transformed_result[output_name] = None + else: + raise OutputValidationError( + f"Output {prefix}{dot}{output_name} is not an array," + f" got {type(result.get(output_name))} instead." + ) + else: + transformed_result[output_name] = [ + self._check_boolean(value=value, variable=f"{prefix}{dot}{output_name}[{i}]") + for i, value in enumerate(result[output_name]) + ] + else: raise OutputValidationError(f"Output type {output_config.type} is not supported.") @@ -374,3 +418,16 @@ class CodeNode(BaseNode): @property def retry(self) -> bool: return self._node_data.retry_config.retry_enabled + + @staticmethod + def _convert_boolean_to_int(value: bool | int | float | None) -> int | float | None: + """This function convert boolean to integers when the output schema specifies a NUMBER type. + + This ensures compatibility with existing workflows that may use + `True` and `False` as values for NUMBER type outputs. + """ + if value is None: + return None + if isinstance(value, bool): + return int(value) + return value diff --git a/api/core/workflow/nodes/code/entities.py b/api/core/workflow/nodes/code/entities.py index a454035888..9d380c6fb6 100644 --- a/api/core/workflow/nodes/code/entities.py +++ b/api/core/workflow/nodes/code/entities.py @@ -1,11 +1,31 @@ -from typing import Literal, Optional +from typing import Annotated, Literal, Optional -from pydantic import BaseModel +from pydantic import AfterValidator, BaseModel from core.helper.code_executor.code_executor import CodeLanguage +from core.variables.types import SegmentType from core.workflow.entities.variable_entities import VariableSelector from core.workflow.nodes.base import BaseNodeData +_ALLOWED_OUTPUT_FROM_CODE = frozenset( + [ + SegmentType.STRING, + SegmentType.NUMBER, + SegmentType.OBJECT, + SegmentType.BOOLEAN, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_BOOLEAN, + ] +) + + +def _validate_type(segment_type: SegmentType) -> SegmentType: + if segment_type not in _ALLOWED_OUTPUT_FROM_CODE: + raise ValueError(f"invalid type for code output, expected {_ALLOWED_OUTPUT_FROM_CODE}, actual {segment_type}") + return segment_type + class CodeNodeData(BaseNodeData): """ @@ -13,7 +33,7 @@ class CodeNodeData(BaseNodeData): """ class Output(BaseModel): - type: Literal["string", "number", "object", "array[string]", "array[number]", "array[object]"] + type: Annotated[SegmentType, AfterValidator(_validate_type)] children: Optional[dict[str, "CodeNodeData.Output"]] = None class Dependency(BaseModel): diff --git a/api/core/workflow/nodes/document_extractor/node.py b/api/core/workflow/nodes/document_extractor/node.py index a61e6ba4ac..bb09b1a5dd 100644 --- a/api/core/workflow/nodes/document_extractor/node.py +++ b/api/core/workflow/nodes/document_extractor/node.py @@ -302,12 +302,12 @@ def _extract_text_from_yaml(file_content: bytes) -> str: encoding = "utf-8" yaml_data = yaml.safe_load_all(file_content.decode(encoding, errors="ignore")) - return cast(str, yaml.dump_all(yaml_data, allow_unicode=True, sort_keys=False)) + return yaml.dump_all(yaml_data, allow_unicode=True, sort_keys=False) except (UnicodeDecodeError, LookupError, yaml.YAMLError) as e: # If decoding fails, try with utf-8 as last resort try: yaml_data = yaml.safe_load_all(file_content.decode("utf-8", errors="ignore")) - return cast(str, yaml.dump_all(yaml_data, allow_unicode=True, sort_keys=False)) + return yaml.dump_all(yaml_data, allow_unicode=True, sort_keys=False) except (UnicodeDecodeError, yaml.YAMLError): raise TextExtractionError(f"Failed to decode or parse YAML file: {e}") from e @@ -515,14 +515,14 @@ def _extract_text_from_excel(file_content: bytes) -> str: df.dropna(how="all", inplace=True) # Combine multi-line text in each cell into a single line - df = df.applymap(lambda x: " ".join(str(x).splitlines()) if isinstance(x, str) else x) # type: ignore + df = df.map(lambda x: " ".join(str(x).splitlines()) if isinstance(x, str) else x) # Combine multi-line text in column names into a single line df.columns = pd.Index([" ".join(str(col).splitlines()) for col in df.columns]) # Manually construct the Markdown table markdown_table += _construct_markdown_table(df) + "\n\n" - except Exception as e: + except Exception: continue return markdown_table except Exception as e: diff --git a/api/core/workflow/nodes/http_request/executor.py b/api/core/workflow/nodes/http_request/executor.py index a5a578a6ff..b6f9383618 100644 --- a/api/core/workflow/nodes/http_request/executor.py +++ b/api/core/workflow/nodes/http_request/executor.py @@ -329,22 +329,16 @@ class Executor: """ do http request depending on api bundle """ - if self.method not in { - "get", - "head", - "post", - "put", - "delete", - "patch", - "options", - "GET", - "POST", - "PUT", - "PATCH", - "DELETE", - "HEAD", - "OPTIONS", - }: + _METHOD_MAP = { + "get": ssrf_proxy.get, + "head": ssrf_proxy.head, + "post": ssrf_proxy.post, + "put": ssrf_proxy.put, + "delete": ssrf_proxy.delete, + "patch": ssrf_proxy.patch, + } + method_lc = self.method.lower() + if method_lc not in _METHOD_MAP: raise InvalidHttpMethodError(f"Invalid http method {self.method}") request_args = { @@ -362,11 +356,11 @@ class Executor: } # request_args = {k: v for k, v in request_args.items() if v is not None} try: - response = getattr(ssrf_proxy, self.method.lower())(**request_args) + response: httpx.Response = _METHOD_MAP[method_lc](**request_args) except (ssrf_proxy.MaxRetriesExceededError, httpx.RequestError) as e: raise HttpRequestNodeError(str(e)) from e # FIXME: fix type ignore, this maybe httpx type issue - return response # type: ignore + return response def invoke(self) -> Response: # assemble headers 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 5e5c9f520e..f1f2fcdbc8 100644 --- a/api/core/workflow/nodes/knowledge_retrieval/knowledge_retrieval_node.py +++ b/api/core/workflow/nodes/knowledge_retrieval/knowledge_retrieval_node.py @@ -6,7 +6,7 @@ from collections import defaultdict from collections.abc import Mapping, Sequence from typing import TYPE_CHECKING, Any, Optional, cast -from sqlalchemy import Float, and_, func, or_, text +from sqlalchemy import Float, and_, func, or_, select, text from sqlalchemy import cast as sqlalchemy_cast from sqlalchemy.orm import sessionmaker @@ -78,7 +78,7 @@ default_retrieval_model = { "search_method": RetrievalMethod.SEMANTIC_SEARCH.value, "reranking_enable": False, "reranking_model": {"reranking_provider_name": "", "reranking_model_name": ""}, - "top_k": 2, + "top_k": 4, "score_threshold_enabled": False, } @@ -367,15 +367,12 @@ class KnowledgeRetrievalNode(BaseNode): for record in records: segment = record.segment dataset = db.session.query(Dataset).filter_by(id=segment.dataset_id).first() # type: ignore - document = ( - db.session.query(Document) - .where( - Document.id == segment.document_id, - Document.enabled == True, - Document.archived == False, - ) - .first() + stmt = select(Document).where( + Document.id == segment.document_id, + Document.enabled == True, + Document.archived == False, ) + document = db.session.scalar(stmt) if dataset and document: source = { "metadata": { @@ -514,7 +511,8 @@ class KnowledgeRetrievalNode(BaseNode): self, dataset_ids: list, query: str, node_data: KnowledgeRetrievalNodeData ) -> list[dict[str, Any]]: # get all metadata field - metadata_fields = db.session.query(DatasetMetadata).where(DatasetMetadata.dataset_id.in_(dataset_ids)).all() + stmt = select(DatasetMetadata).where(DatasetMetadata.dataset_id.in_(dataset_ids)) + metadata_fields = db.session.scalars(stmt).all() all_metadata_fields = [metadata_field.name for metadata_field in metadata_fields] if node_data.metadata_model_config is None: raise ValueError("metadata_model_config is required") diff --git a/api/core/workflow/nodes/list_operator/entities.py b/api/core/workflow/nodes/list_operator/entities.py index 75df784a92..e51a91f07f 100644 --- a/api/core/workflow/nodes/list_operator/entities.py +++ b/api/core/workflow/nodes/list_operator/entities.py @@ -1,36 +1,43 @@ from collections.abc import Sequence -from typing import Literal +from enum import StrEnum from pydantic import BaseModel, Field from core.workflow.nodes.base import BaseNodeData -_Condition = Literal[ + +class FilterOperator(StrEnum): # string conditions - "contains", - "start with", - "end with", - "is", - "in", - "empty", - "not contains", - "is not", - "not in", - "not empty", + CONTAINS = "contains" + START_WITH = "start with" + END_WITH = "end with" + IS = "is" + IN = "in" + EMPTY = "empty" + NOT_CONTAINS = "not contains" + IS_NOT = "is not" + NOT_IN = "not in" + NOT_EMPTY = "not empty" # number conditions - "=", - "≠", - "<", - ">", - "≥", - "≤", -] + EQUAL = "=" + NOT_EQUAL = "≠" + LESS_THAN = "<" + GREATER_THAN = ">" + GREATER_THAN_OR_EQUAL = "≥" + LESS_THAN_OR_EQUAL = "≤" + + +class Order(StrEnum): + ASC = "asc" + DESC = "desc" class FilterCondition(BaseModel): key: str = "" - comparison_operator: _Condition = "contains" - value: str | Sequence[str] = "" + comparison_operator: FilterOperator = FilterOperator.CONTAINS + # the value is bool if the filter operator is comparing with + # a boolean constant. + value: str | Sequence[str] | bool = "" class FilterBy(BaseModel): @@ -38,10 +45,10 @@ class FilterBy(BaseModel): conditions: Sequence[FilterCondition] = Field(default_factory=list) -class OrderBy(BaseModel): +class OrderByConfig(BaseModel): enabled: bool = False key: str = "" - value: Literal["asc", "desc"] = "asc" + value: Order = Order.ASC class Limit(BaseModel): @@ -57,6 +64,6 @@ class ExtractConfig(BaseModel): class ListOperatorNodeData(BaseNodeData): variable: Sequence[str] = Field(default_factory=list) filter_by: FilterBy - order_by: OrderBy + order_by: OrderByConfig limit: Limit extract_by: ExtractConfig = Field(default_factory=ExtractConfig) diff --git a/api/core/workflow/nodes/list_operator/node.py b/api/core/workflow/nodes/list_operator/node.py index d2e022dc9d..a727a826c6 100644 --- a/api/core/workflow/nodes/list_operator/node.py +++ b/api/core/workflow/nodes/list_operator/node.py @@ -1,18 +1,40 @@ from collections.abc import Callable, Mapping, Sequence -from typing import Any, Literal, Optional, Union +from typing import Any, Optional, TypeAlias, TypeVar from core.file import File from core.variables import ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment -from core.variables.segments import ArrayAnySegment, ArraySegment +from core.variables.segments import ArrayAnySegment, ArrayBooleanSegment, ArraySegment from core.workflow.entities.node_entities import NodeRunResult from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus from core.workflow.nodes.base import BaseNode from core.workflow.nodes.base.entities import BaseNodeData, RetryConfig from core.workflow.nodes.enums import ErrorStrategy, NodeType -from .entities import ListOperatorNodeData +from .entities import FilterOperator, ListOperatorNodeData, Order from .exc import InvalidConditionError, InvalidFilterValueError, InvalidKeyError, ListOperatorError +_SUPPORTED_TYPES_TUPLE = ( + ArrayFileSegment, + ArrayNumberSegment, + ArrayStringSegment, + ArrayBooleanSegment, +) +_SUPPORTED_TYPES_ALIAS: TypeAlias = ArrayFileSegment | ArrayNumberSegment | ArrayStringSegment | ArrayBooleanSegment + + +_T = TypeVar("_T") + + +def _negation(filter_: Callable[[_T], bool]) -> Callable[[_T], bool]: + """Returns the negation of a given filter function. If the original filter + returns `True` for a value, the negated filter will return `False`, and vice versa. + """ + + def wrapper(value: _T) -> bool: + return not filter_(value) + + return wrapper + class ListOperatorNode(BaseNode): _node_type = NodeType.LIST_OPERATOR @@ -69,11 +91,8 @@ class ListOperatorNode(BaseNode): process_data=process_data, outputs=outputs, ) - if not isinstance(variable, ArrayFileSegment | ArrayNumberSegment | ArrayStringSegment): - error_message = ( - f"Variable {self._node_data.variable} is not an ArrayFileSegment, ArrayNumberSegment " - "or ArrayStringSegment" - ) + if not isinstance(variable, _SUPPORTED_TYPES_TUPLE): + error_message = f"Variable {self._node_data.variable} is not an array type, actual type: {type(variable)}" return NodeRunResult( status=WorkflowNodeExecutionStatus.FAILED, error=error_message, inputs=inputs, outputs=outputs ) @@ -122,9 +141,7 @@ class ListOperatorNode(BaseNode): outputs=outputs, ) - def _apply_filter( - self, variable: Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment] - ) -> Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment]: + def _apply_filter(self, variable: _SUPPORTED_TYPES_ALIAS) -> _SUPPORTED_TYPES_ALIAS: filter_func: Callable[[Any], bool] result: list[Any] = [] for condition in self._node_data.filter_by.conditions: @@ -154,33 +171,35 @@ class ListOperatorNode(BaseNode): ) result = list(filter(filter_func, variable.value)) variable = variable.model_copy(update={"value": result}) + elif isinstance(variable, ArrayBooleanSegment): + if not isinstance(condition.value, bool): + raise InvalidFilterValueError(f"Invalid filter value: {condition.value}") + filter_func = _get_boolean_filter_func(condition=condition.comparison_operator, value=condition.value) + result = list(filter(filter_func, variable.value)) + variable = variable.model_copy(update={"value": result}) + else: + raise AssertionError("this statment should be unreachable.") return variable - def _apply_order( - self, variable: Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment] - ) -> Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment]: - if isinstance(variable, ArrayStringSegment): - result = _order_string(order=self._node_data.order_by.value, array=variable.value) - variable = variable.model_copy(update={"value": result}) - elif isinstance(variable, ArrayNumberSegment): - result = _order_number(order=self._node_data.order_by.value, array=variable.value) + def _apply_order(self, variable: _SUPPORTED_TYPES_ALIAS) -> _SUPPORTED_TYPES_ALIAS: + if isinstance(variable, (ArrayStringSegment, ArrayNumberSegment, ArrayBooleanSegment)): + result = sorted(variable.value, reverse=self._node_data.order_by == Order.DESC) variable = variable.model_copy(update={"value": result}) elif isinstance(variable, ArrayFileSegment): result = _order_file( order=self._node_data.order_by.value, order_by=self._node_data.order_by.key, array=variable.value ) variable = variable.model_copy(update={"value": result}) + else: + raise AssertionError("this statement should be unreachable") + return variable - def _apply_slice( - self, variable: Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment] - ) -> Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment]: + def _apply_slice(self, variable: _SUPPORTED_TYPES_ALIAS) -> _SUPPORTED_TYPES_ALIAS: result = variable.value[: self._node_data.limit.size] return variable.model_copy(update={"value": result}) - def _extract_slice( - self, variable: Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment] - ) -> Union[ArrayFileSegment, ArrayNumberSegment, ArrayStringSegment]: + def _extract_slice(self, variable: _SUPPORTED_TYPES_ALIAS) -> _SUPPORTED_TYPES_ALIAS: value = int(self.graph_runtime_state.variable_pool.convert_template(self._node_data.extract_by.serial).text) if value < 1: raise ValueError(f"Invalid serial index: must be >= 1, got {value}") @@ -232,11 +251,11 @@ def _get_string_filter_func(*, condition: str, value: str) -> Callable[[str], bo case "empty": return lambda x: x == "" case "not contains": - return lambda x: not _contains(value)(x) + return _negation(_contains(value)) case "is not": - return lambda x: not _is(value)(x) + return _negation(_is(value)) case "not in": - return lambda x: not _in(value)(x) + return _negation(_in(value)) case "not empty": return lambda x: x != "" case _: @@ -248,7 +267,7 @@ def _get_sequence_filter_func(*, condition: str, value: Sequence[str]) -> Callab case "in": return _in(value) case "not in": - return lambda x: not _in(value)(x) + return _negation(_in(value)) case _: raise InvalidConditionError(f"Invalid condition: {condition}") @@ -271,6 +290,16 @@ def _get_number_filter_func(*, condition: str, value: int | float) -> Callable[[ raise InvalidConditionError(f"Invalid condition: {condition}") +def _get_boolean_filter_func(*, condition: FilterOperator, value: bool) -> Callable[[bool], bool]: + match condition: + case FilterOperator.IS: + return _is(value) + case FilterOperator.IS_NOT: + return _negation(_is(value)) + case _: + raise InvalidConditionError(f"Invalid condition: {condition}") + + 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): @@ -298,7 +327,7 @@ def _endswith(value: str) -> Callable[[str], bool]: return lambda x: x.endswith(value) -def _is(value: str) -> Callable[[str], bool]: +def _is(value: _T) -> Callable[[_T], bool]: return lambda x: x == value @@ -330,21 +359,13 @@ def _ge(value: int | float) -> Callable[[int | float], bool]: return lambda x: x >= value -def _order_number(*, order: Literal["asc", "desc"], array: Sequence[int | float]): - return sorted(array, key=lambda x: x, reverse=order == "desc") - - -def _order_string(*, order: Literal["asc", "desc"], array: Sequence[str]): - return sorted(array, key=lambda x: x, reverse=order == "desc") - - -def _order_file(*, order: Literal["asc", "desc"], order_by: str = "", array: Sequence[File]): +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"}: extract_func = _get_file_extract_string_func(key=order_by) - return sorted(array, key=lambda x: extract_func(x), reverse=order == "desc") + return sorted(array, key=lambda x: extract_func(x), reverse=order == Order.DESC) elif order_by == "size": extract_func = _get_file_extract_number_func(key=order_by) - return sorted(array, key=lambda x: extract_func(x), reverse=order == "desc") + return sorted(array, key=lambda x: extract_func(x), reverse=order == Order.DESC) else: raise InvalidKeyError(f"Invalid order key: {order_by}") diff --git a/api/core/workflow/nodes/llm/node.py b/api/core/workflow/nodes/llm/node.py index ecfbec7030..10059fdcb1 100644 --- a/api/core/workflow/nodes/llm/node.py +++ b/api/core/workflow/nodes/llm/node.py @@ -3,7 +3,7 @@ import io import json import logging from collections.abc import Generator, Mapping, Sequence -from typing import TYPE_CHECKING, Any, Optional +from typing import TYPE_CHECKING, Any, Optional, Union from core.app.entities.app_invoke_entities import ModelConfigWithCredentialsEntity from core.file import FileType, file_manager @@ -55,7 +55,6 @@ from core.workflow.entities.variable_entities import VariableSelector from core.workflow.entities.variable_pool import VariablePool from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionMetadataKey, WorkflowNodeExecutionStatus from core.workflow.enums import SystemVariableKey -from core.workflow.graph_engine.entities.event import InNodeEvent from core.workflow.nodes.base import BaseNode from core.workflow.nodes.base.entities import BaseNodeData, RetryConfig from core.workflow.nodes.enums import ErrorStrategy, NodeType @@ -90,6 +89,7 @@ from .file_saver import FileSaverImpl, LLMFileSaver if TYPE_CHECKING: from core.file.models import File from core.workflow.graph_engine import Graph, GraphInitParams, GraphRuntimeState + from core.workflow.graph_engine.entities.event import InNodeEvent logger = logging.getLogger(__name__) @@ -161,7 +161,7 @@ class LLMNode(BaseNode): def version(cls) -> str: return "1" - def _run(self) -> Generator[NodeEvent | InNodeEvent, None, None]: + def _run(self) -> Generator[Union[NodeEvent, "InNodeEvent"], None, None]: node_inputs: Optional[dict[str, Any]] = None process_data = None result_text = "" diff --git a/api/core/workflow/nodes/loop/entities.py b/api/core/workflow/nodes/loop/entities.py index d04e0bfae1..3ed4d21ba5 100644 --- a/api/core/workflow/nodes/loop/entities.py +++ b/api/core/workflow/nodes/loop/entities.py @@ -12,9 +12,11 @@ _VALID_VAR_TYPE = frozenset( SegmentType.STRING, SegmentType.NUMBER, SegmentType.OBJECT, + SegmentType.BOOLEAN, SegmentType.ARRAY_STRING, SegmentType.ARRAY_NUMBER, SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_BOOLEAN, ] ) diff --git a/api/core/workflow/nodes/loop/loop_node.py b/api/core/workflow/nodes/loop/loop_node.py index b2ab943129..64296dc046 100644 --- a/api/core/workflow/nodes/loop/loop_node.py +++ b/api/core/workflow/nodes/loop/loop_node.py @@ -404,11 +404,11 @@ class LoopNode(BaseNode): for node_id in loop_graph.node_ids: variable_pool.remove([node_id]) - _outputs = {} + _outputs: dict[str, Segment | int | None] = {} for loop_variable_key, loop_variable_selector in loop_variable_selectors.items(): _loop_variable_segment = variable_pool.get(loop_variable_selector) if _loop_variable_segment: - _outputs[loop_variable_key] = _loop_variable_segment.value + _outputs[loop_variable_key] = _loop_variable_segment else: _outputs[loop_variable_key] = None @@ -522,21 +522,33 @@ class LoopNode(BaseNode): return variable_mapping @staticmethod - def _get_segment_for_constant(var_type: SegmentType, value: Any) -> Segment: + def _get_segment_for_constant(var_type: SegmentType, original_value: Any) -> Segment: """Get the appropriate segment type for a constant value.""" - if var_type in ["array[string]", "array[number]", "array[object]"]: - if value and isinstance(value, str): - value = json.loads(value) + # TODO: Refactor for maintainability: + # 1. Ensure type handling logic stays synchronized with _VALID_VAR_TYPE (entities.py) + # 2. Consider moving this method to LoopVariableData class for better encapsulation + if not var_type.is_array_type() or var_type == SegmentType.ARRAY_BOOLEAN: + value = original_value + elif var_type in [ + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_STRING, + ]: + if original_value and isinstance(original_value, str): + value = json.loads(original_value) else: + logger.warning("unexpected value for LoopNode, value_type=%s, value=%s", original_value, var_type) value = [] + else: + raise AssertionError("this statement should be unreachable.") try: - return build_segment_with_type(var_type, value) + return build_segment_with_type(var_type, value=value) except TypeMismatchError as type_exc: # Attempt to parse the value as a JSON-encoded string, if applicable. - if not isinstance(value, str): + if not isinstance(original_value, str): raise try: - value = json.loads(value) + value = json.loads(original_value) except ValueError: raise type_exc return build_segment_with_type(var_type, value) diff --git a/api/core/workflow/nodes/parameter_extractor/entities.py b/api/core/workflow/nodes/parameter_extractor/entities.py index 916778d167..12347d21a5 100644 --- a/api/core/workflow/nodes/parameter_extractor/entities.py +++ b/api/core/workflow/nodes/parameter_extractor/entities.py @@ -1,10 +1,46 @@ -from typing import Any, Literal, Optional +from typing import Annotated, Any, Literal, Optional -from pydantic import BaseModel, Field, field_validator +from pydantic import ( + BaseModel, + BeforeValidator, + Field, + field_validator, +) from core.prompt.entities.advanced_prompt_entities import MemoryConfig +from core.variables.types import SegmentType from core.workflow.nodes.base import BaseNodeData -from core.workflow.nodes.llm import ModelConfig, VisionConfig +from core.workflow.nodes.llm.entities import ModelConfig, VisionConfig + +_OLD_BOOL_TYPE_NAME = "bool" +_OLD_SELECT_TYPE_NAME = "select" + +_VALID_PARAMETER_TYPES = frozenset( + [ + SegmentType.STRING, # "string", + SegmentType.NUMBER, # "number", + SegmentType.BOOLEAN, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_BOOLEAN, + _OLD_BOOL_TYPE_NAME, # old boolean type used by Parameter Extractor node + _OLD_SELECT_TYPE_NAME, # string type with enumeration choices. + ] +) + + +def _validate_type(parameter_type: str) -> SegmentType: + if not isinstance(parameter_type, str): + raise TypeError(f"type should be str, got {type(parameter_type)}, value={parameter_type}") + if parameter_type not in _VALID_PARAMETER_TYPES: + raise ValueError(f"type {parameter_type} is not allowd to use in Parameter Extractor node.") + + if parameter_type == _OLD_BOOL_TYPE_NAME: + return SegmentType.BOOLEAN + elif parameter_type == _OLD_SELECT_TYPE_NAME: + return SegmentType.STRING + return SegmentType(parameter_type) class _ParameterConfigError(Exception): @@ -17,7 +53,7 @@ class ParameterConfig(BaseModel): """ name: str - type: Literal["string", "number", "bool", "select", "array[string]", "array[number]", "array[object]"] + type: Annotated[SegmentType, BeforeValidator(_validate_type)] options: Optional[list[str]] = None description: str required: bool @@ -32,17 +68,20 @@ class ParameterConfig(BaseModel): return str(value) def is_array_type(self) -> bool: - return self.type in ("array[string]", "array[number]", "array[object]") + return self.type.is_array_type() - def element_type(self) -> Literal["string", "number", "object"]: - if self.type == "array[number]": - return "number" - elif self.type == "array[string]": - return "string" - elif self.type == "array[object]": - return "object" - else: - raise _ParameterConfigError(f"{self.type} is not array type.") + def element_type(self) -> SegmentType: + """Return the element type of the parameter. + + Raises a ValueError if the parameter's type is not an array type. + """ + element_type = self.type.element_type() + # At this point, self.type is guaranteed to be one of `ARRAY_STRING`, + # `ARRAY_NUMBER`, `ARRAY_OBJECT`, or `ARRAY_BOOLEAN`. + # + # See: _VALID_PARAMETER_TYPES for reference. + assert element_type is not None, f"the element type should not be None, {self.type=}" + return element_type class ParameterExtractorNodeData(BaseNodeData): @@ -74,16 +113,18 @@ class ParameterExtractorNodeData(BaseNodeData): for parameter in self.parameters: parameter_schema: dict[str, Any] = {"description": parameter.description} - if parameter.type in {"string", "select"}: + if parameter.type == SegmentType.STRING: parameter_schema["type"] = "string" - elif parameter.type.startswith("array"): + elif parameter.type.is_array_type(): parameter_schema["type"] = "array" - nested_type = parameter.type[6:-1] - parameter_schema["items"] = {"type": nested_type} + element_type = parameter.type.element_type() + if element_type is None: + raise AssertionError("element type should not be None.") + parameter_schema["items"] = {"type": element_type.value} else: parameter_schema["type"] = parameter.type - if parameter.type == "select": + if parameter.options: parameter_schema["enum"] = parameter.options parameters["properties"][parameter.name] = parameter_schema diff --git a/api/core/workflow/nodes/parameter_extractor/exc.py b/api/core/workflow/nodes/parameter_extractor/exc.py index 6511aba185..247518cf20 100644 --- a/api/core/workflow/nodes/parameter_extractor/exc.py +++ b/api/core/workflow/nodes/parameter_extractor/exc.py @@ -1,3 +1,8 @@ +from typing import Any + +from core.variables.types import SegmentType + + class ParameterExtractorNodeError(ValueError): """Base error for ParameterExtractorNode.""" @@ -48,3 +53,23 @@ class InvalidArrayValueError(ParameterExtractorNodeError): class InvalidModelModeError(ParameterExtractorNodeError): """Raised when the model mode is invalid.""" + + +class InvalidValueTypeError(ParameterExtractorNodeError): + def __init__( + self, + /, + parameter_name: str, + expected_type: SegmentType, + actual_type: SegmentType | None, + value: Any, + ) -> None: + message = ( + f"Invalid value for parameter {parameter_name}, expected segment type: {expected_type}, " + f"actual_type: {actual_type}, python_type: {type(value)}, value: {value}" + ) + super().__init__(message) + self.parameter_name = parameter_name + self.expected_type = expected_type + self.actual_type = actual_type + self.value = value diff --git a/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py b/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py index 49c4c142e1..43edf7eac6 100644 --- a/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py +++ b/api/core/workflow/nodes/parameter_extractor/parameter_extractor_node.py @@ -26,7 +26,7 @@ from core.prompt.advanced_prompt_transform import AdvancedPromptTransform from core.prompt.entities.advanced_prompt_entities import ChatModelMessage, CompletionModelPromptTemplate from core.prompt.simple_prompt_transform import ModelMode from core.prompt.utils.prompt_message_util import PromptMessageUtil -from core.variables.types import SegmentType +from core.variables.types import ArrayValidation, SegmentType from core.workflow.entities.node_entities import NodeRunResult from core.workflow.entities.variable_pool import VariablePool from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionMetadataKey, WorkflowNodeExecutionStatus @@ -39,16 +39,13 @@ from factories.variable_factory import build_segment_with_type from .entities import ParameterExtractorNodeData from .exc import ( - InvalidArrayValueError, - InvalidBoolValueError, InvalidInvokeResultError, InvalidModelModeError, InvalidModelTypeError, InvalidNumberOfParametersError, - InvalidNumberValueError, InvalidSelectValueError, - InvalidStringValueError, InvalidTextContentTypeError, + InvalidValueTypeError, ModelSchemaNotFoundError, ParameterExtractorNodeError, RequiredParameterMissingError, @@ -142,7 +139,7 @@ class ParameterExtractorNode(BaseNode): """ Run the node. """ - node_data = cast(ParameterExtractorNodeData, self._node_data) + node_data = self._node_data variable = self.graph_runtime_state.variable_pool.get(node_data.query) query = variable.text if variable else "" @@ -549,9 +546,6 @@ class ParameterExtractorNode(BaseNode): return prompt_messages def _validate_result(self, data: ParameterExtractorNodeData, result: dict) -> dict: - """ - Validate result. - """ if len(data.parameters) != len(result): raise InvalidNumberOfParametersError("Invalid number of parameters") @@ -559,101 +553,106 @@ class ParameterExtractorNode(BaseNode): if parameter.required and parameter.name not in result: raise RequiredParameterMissingError(f"Parameter {parameter.name} is required") - if parameter.type == "select" and parameter.options and result.get(parameter.name) not in parameter.options: - raise InvalidSelectValueError(f"Invalid `select` value for parameter {parameter.name}") - - if parameter.type == "number" and not isinstance(result.get(parameter.name), int | float): - raise InvalidNumberValueError(f"Invalid `number` value for parameter {parameter.name}") - - if parameter.type == "bool" and not isinstance(result.get(parameter.name), bool): - raise InvalidBoolValueError(f"Invalid `bool` value for parameter {parameter.name}") - - if parameter.type == "string" and not isinstance(result.get(parameter.name), str): - raise InvalidStringValueError(f"Invalid `string` value for parameter {parameter.name}") - - if parameter.type.startswith("array"): - parameters = result.get(parameter.name) - if not isinstance(parameters, list): - raise InvalidArrayValueError(f"Invalid `array` value for parameter {parameter.name}") - nested_type = parameter.type[6:-1] - for item in parameters: - if nested_type == "number" and not isinstance(item, int | float): - raise InvalidArrayValueError(f"Invalid `array[number]` value for parameter {parameter.name}") - if nested_type == "string" and not isinstance(item, str): - raise InvalidArrayValueError(f"Invalid `array[string]` value for parameter {parameter.name}") - if nested_type == "object" and not isinstance(item, dict): - raise InvalidArrayValueError(f"Invalid `array[object]` value for parameter {parameter.name}") + param_value = result.get(parameter.name) + if not parameter.type.is_valid(param_value, array_validation=ArrayValidation.ALL): + inferred_type = SegmentType.infer_segment_type(param_value) + raise InvalidValueTypeError( + parameter_name=parameter.name, + expected_type=parameter.type, + actual_type=inferred_type, + value=param_value, + ) + if parameter.type == SegmentType.STRING and parameter.options: + if param_value not in parameter.options: + raise InvalidSelectValueError(f"Invalid `select` value for parameter {parameter.name}") return result + @staticmethod + def _transform_number(value: int | float | str | bool) -> int | float | None: + """ + Attempts to transform the input into an integer or float. + + Returns: + int or float: The transformed number if the conversion is successful. + None: If the transformation fails. + + Note: + Boolean values `True` and `False` are converted to integers `1` and `0`, respectively. + This behavior ensures compatibility with existing workflows that may use boolean types as integers. + """ + if isinstance(value, bool): + return int(value) + elif isinstance(value, (int, float)): + return value + elif not isinstance(value, str): + return None + if "." in value: + try: + return float(value) + except ValueError: + return None + else: + try: + return int(value) + except ValueError: + return None + def _transform_result(self, data: ParameterExtractorNodeData, result: dict) -> dict: """ Transform result into standard format. """ - transformed_result = {} + transformed_result: dict[str, Any] = {} for parameter in data.parameters: if parameter.name in result: + param_value = result[parameter.name] # transform value - if parameter.type == "number": - if isinstance(result[parameter.name], int | float): - transformed_result[parameter.name] = result[parameter.name] - elif isinstance(result[parameter.name], str): - try: - if "." in result[parameter.name]: - result[parameter.name] = float(result[parameter.name]) - else: - result[parameter.name] = int(result[parameter.name]) - except ValueError: - pass - else: - pass - # TODO: bool is not supported in the current version - # elif parameter.type == 'bool': - # if isinstance(result[parameter.name], bool): - # transformed_result[parameter.name] = bool(result[parameter.name]) - # elif isinstance(result[parameter.name], str): - # if result[parameter.name].lower() in ['true', 'false']: - # transformed_result[parameter.name] = bool(result[parameter.name].lower() == 'true') - # elif isinstance(result[parameter.name], int): - # transformed_result[parameter.name] = bool(result[parameter.name]) - elif parameter.type in {"string", "select"}: - if isinstance(result[parameter.name], str): - transformed_result[parameter.name] = result[parameter.name] + if parameter.type == SegmentType.NUMBER: + transformed = self._transform_number(param_value) + if transformed is not None: + transformed_result[parameter.name] = transformed + elif parameter.type == SegmentType.BOOLEAN: + if isinstance(result[parameter.name], (bool, int)): + transformed_result[parameter.name] = bool(result[parameter.name]) + # elif isinstance(result[parameter.name], str): + # if result[parameter.name].lower() in ["true", "false"]: + # transformed_result[parameter.name] = bool(result[parameter.name].lower() == "true") + elif parameter.type == SegmentType.STRING: + if isinstance(param_value, str): + transformed_result[parameter.name] = param_value elif parameter.is_array_type(): - if isinstance(result[parameter.name], list): + if isinstance(param_value, list): nested_type = parameter.element_type() assert nested_type is not None segment_value = build_segment_with_type(segment_type=SegmentType(parameter.type), value=[]) transformed_result[parameter.name] = segment_value - for item in result[parameter.name]: - if nested_type == "number": - if isinstance(item, int | float): - segment_value.value.append(item) - elif isinstance(item, str): - try: - if "." in item: - segment_value.value.append(float(item)) - else: - segment_value.value.append(int(item)) - except ValueError: - pass - elif nested_type == "string": + for item in param_value: + if nested_type == SegmentType.NUMBER: + transformed = self._transform_number(item) + if transformed is not None: + segment_value.value.append(transformed) + elif nested_type == SegmentType.STRING: if isinstance(item, str): segment_value.value.append(item) - elif nested_type == "object": + elif nested_type == SegmentType.OBJECT: if isinstance(item, dict): segment_value.value.append(item) + elif nested_type == SegmentType.BOOLEAN: + if isinstance(item, bool): + segment_value.value.append(item) if parameter.name not in transformed_result: - if parameter.type == "number": - transformed_result[parameter.name] = 0 - elif parameter.type == "bool": - transformed_result[parameter.name] = False - elif parameter.type in {"string", "select"}: - transformed_result[parameter.name] = "" - elif parameter.type.startswith("array"): + if parameter.type.is_array_type(): transformed_result[parameter.name] = build_segment_with_type( segment_type=SegmentType(parameter.type), value=[] ) + elif parameter.type in (SegmentType.STRING, SegmentType.SECRET): + transformed_result[parameter.name] = "" + elif parameter.type == SegmentType.NUMBER: + transformed_result[parameter.name] = 0 + elif parameter.type == SegmentType.BOOLEAN: + transformed_result[parameter.name] = False + else: + raise AssertionError("this statement should be unreachable.") return transformed_result diff --git a/api/core/workflow/nodes/question_classifier/question_classifier_node.py b/api/core/workflow/nodes/question_classifier/question_classifier_node.py index 3e4984ecd5..ba4e55bb89 100644 --- a/api/core/workflow/nodes/question_classifier/question_classifier_node.py +++ b/api/core/workflow/nodes/question_classifier/question_classifier_node.py @@ -1,6 +1,6 @@ import json from collections.abc import Mapping, Sequence -from typing import TYPE_CHECKING, Any, Optional, cast +from typing import TYPE_CHECKING, Any, Optional from core.app.entities.app_invoke_entities import ModelConfigWithCredentialsEntity from core.memory.token_buffer_memory import TokenBufferMemory @@ -109,7 +109,7 @@ class QuestionClassifierNode(BaseNode): return "1" def _run(self): - node_data = cast(QuestionClassifierNodeData, self._node_data) + node_data = self._node_data variable_pool = self.graph_runtime_state.variable_pool # extract variables diff --git a/api/core/workflow/nodes/tool/tool_node.py b/api/core/workflow/nodes/tool/tool_node.py index 4c8e13de70..1a85c08b5b 100644 --- a/api/core/workflow/nodes/tool/tool_node.py +++ b/api/core/workflow/nodes/tool/tool_node.py @@ -1,5 +1,5 @@ from collections.abc import Generator, Mapping, Sequence -from typing import Any, Optional, cast +from typing import Any, Optional from sqlalchemy import select from sqlalchemy.orm import Session @@ -57,7 +57,7 @@ class ToolNode(BaseNode): Run the tool node """ - node_data = cast(ToolNodeData, self._node_data) + node_data = self._node_data # fetch tool icon tool_info = { diff --git a/api/core/workflow/nodes/variable_assigner/v1/node.py b/api/core/workflow/nodes/variable_assigner/v1/node.py index 51383fa588..321d280b1f 100644 --- a/api/core/workflow/nodes/variable_assigner/v1/node.py +++ b/api/core/workflow/nodes/variable_assigner/v1/node.py @@ -2,6 +2,7 @@ from collections.abc import Callable, Mapping, Sequence from typing import TYPE_CHECKING, Any, Optional, TypeAlias from core.variables import SegmentType, Variable +from core.variables.segments import BooleanSegment from core.workflow.constants import CONVERSATION_VARIABLE_NODE_ID from core.workflow.conversation_variable_updater import ConversationVariableUpdater from core.workflow.entities.node_entities import NodeRunResult @@ -158,8 +159,8 @@ class VariableAssignerNode(BaseNode): def get_zero_value(t: SegmentType): # TODO(QuantumGhost): this should be a method of `SegmentType`. match t: - case SegmentType.ARRAY_OBJECT | SegmentType.ARRAY_STRING | SegmentType.ARRAY_NUMBER: - return variable_factory.build_segment([]) + case SegmentType.ARRAY_OBJECT | SegmentType.ARRAY_STRING | SegmentType.ARRAY_NUMBER | SegmentType.ARRAY_BOOLEAN: + return variable_factory.build_segment_with_type(t, []) case SegmentType.OBJECT: return variable_factory.build_segment({}) case SegmentType.STRING: @@ -170,5 +171,7 @@ def get_zero_value(t: SegmentType): return variable_factory.build_segment(0.0) case SegmentType.NUMBER: return variable_factory.build_segment(0) + case SegmentType.BOOLEAN: + return BooleanSegment(value=False) case _: raise VariableOperatorNodeError(f"unsupported variable type: {t}") diff --git a/api/core/workflow/nodes/variable_assigner/v2/constants.py b/api/core/workflow/nodes/variable_assigner/v2/constants.py index 7f760e5baa..1a4b81c39c 100644 --- a/api/core/workflow/nodes/variable_assigner/v2/constants.py +++ b/api/core/workflow/nodes/variable_assigner/v2/constants.py @@ -4,9 +4,11 @@ from core.variables import SegmentType EMPTY_VALUE_MAPPING = { SegmentType.STRING: "", SegmentType.NUMBER: 0, + SegmentType.BOOLEAN: False, SegmentType.OBJECT: {}, SegmentType.ARRAY_ANY: [], SegmentType.ARRAY_STRING: [], SegmentType.ARRAY_NUMBER: [], SegmentType.ARRAY_OBJECT: [], + SegmentType.ARRAY_BOOLEAN: [], } diff --git a/api/core/workflow/nodes/variable_assigner/v2/helpers.py b/api/core/workflow/nodes/variable_assigner/v2/helpers.py index 7a20975b15..324f23a900 100644 --- a/api/core/workflow/nodes/variable_assigner/v2/helpers.py +++ b/api/core/workflow/nodes/variable_assigner/v2/helpers.py @@ -16,28 +16,15 @@ def is_operation_supported(*, variable_type: SegmentType, operation: Operation): SegmentType.NUMBER, SegmentType.INTEGER, SegmentType.FLOAT, + SegmentType.BOOLEAN, } case Operation.ADD | Operation.SUBTRACT | Operation.MULTIPLY | Operation.DIVIDE: # Only number variable can be added, subtracted, multiplied or divided return variable_type in {SegmentType.NUMBER, SegmentType.INTEGER, SegmentType.FLOAT} - case Operation.APPEND | Operation.EXTEND: + case Operation.APPEND | Operation.EXTEND | Operation.REMOVE_FIRST | Operation.REMOVE_LAST: # Only array variable can be appended or extended - return variable_type in { - SegmentType.ARRAY_ANY, - SegmentType.ARRAY_OBJECT, - SegmentType.ARRAY_STRING, - SegmentType.ARRAY_NUMBER, - SegmentType.ARRAY_FILE, - } - case Operation.REMOVE_FIRST | Operation.REMOVE_LAST: # Only array variable can have elements removed - return variable_type in { - SegmentType.ARRAY_ANY, - SegmentType.ARRAY_OBJECT, - SegmentType.ARRAY_STRING, - SegmentType.ARRAY_NUMBER, - SegmentType.ARRAY_FILE, - } + return variable_type.is_array_type() case _: return False @@ -50,7 +37,7 @@ def is_variable_input_supported(*, operation: Operation): def is_constant_input_supported(*, variable_type: SegmentType, operation: Operation): match variable_type: - case SegmentType.STRING | SegmentType.OBJECT: + case SegmentType.STRING | SegmentType.OBJECT | SegmentType.BOOLEAN: return operation in {Operation.OVER_WRITE, Operation.SET} case SegmentType.NUMBER | SegmentType.INTEGER | SegmentType.FLOAT: return operation in { @@ -72,6 +59,9 @@ def is_input_value_valid(*, variable_type: SegmentType, operation: Operation, va case SegmentType.STRING: return isinstance(value, str) + case SegmentType.BOOLEAN: + return isinstance(value, bool) + case SegmentType.NUMBER | SegmentType.INTEGER | SegmentType.FLOAT: if not isinstance(value, int | float): return False @@ -91,6 +81,8 @@ def is_input_value_valid(*, variable_type: SegmentType, operation: Operation, va return isinstance(value, int | float) case SegmentType.ARRAY_OBJECT if operation == Operation.APPEND: return isinstance(value, dict) + case SegmentType.ARRAY_BOOLEAN if operation == Operation.APPEND: + return isinstance(value, bool) # Array & Extend / Overwrite case SegmentType.ARRAY_ANY if operation in {Operation.EXTEND, Operation.OVER_WRITE}: @@ -101,6 +93,8 @@ def is_input_value_valid(*, variable_type: SegmentType, operation: Operation, va return isinstance(value, list) and all(isinstance(item, int | float) for item in value) case SegmentType.ARRAY_OBJECT if operation in {Operation.EXTEND, Operation.OVER_WRITE}: return isinstance(value, list) and all(isinstance(item, dict) for item in value) + case SegmentType.ARRAY_BOOLEAN if operation in {Operation.EXTEND, Operation.OVER_WRITE}: + return isinstance(value, list) and all(isinstance(item, bool) for item in value) case _: return False diff --git a/api/core/workflow/utils/condition/entities.py b/api/core/workflow/utils/condition/entities.py index 56871a15d8..77a214571a 100644 --- a/api/core/workflow/utils/condition/entities.py +++ b/api/core/workflow/utils/condition/entities.py @@ -45,5 +45,5 @@ class SubVariableCondition(BaseModel): class Condition(BaseModel): variable_selector: list[str] comparison_operator: SupportedComparisonOperator - value: str | Sequence[str] | None = None + value: str | Sequence[str] | bool | None = None sub_variable_condition: SubVariableCondition | None = None diff --git a/api/core/workflow/utils/condition/processor.py b/api/core/workflow/utils/condition/processor.py index 9795387788..7efd1acbf1 100644 --- a/api/core/workflow/utils/condition/processor.py +++ b/api/core/workflow/utils/condition/processor.py @@ -1,13 +1,27 @@ +import json from collections.abc import Sequence -from typing import Any, Literal +from typing import Any, Literal, Union from core.file import FileAttribute, file_manager from core.variables import ArrayFileSegment +from core.variables.segments import ArrayBooleanSegment, BooleanSegment from core.workflow.entities.variable_pool import VariablePool from .entities import Condition, SubCondition, SupportedComparisonOperator +def _convert_to_bool(value: Any) -> bool: + if isinstance(value, int): + return bool(value) + + if isinstance(value, str): + loaded = json.loads(value) + if isinstance(loaded, (int, bool)): + return bool(loaded) + + raise TypeError(f"unexpected value: type={type(value)}, value={value}") + + class ConditionProcessor: def process_conditions( self, @@ -48,9 +62,16 @@ class ConditionProcessor: ) else: actual_value = variable.value if variable else None - expected_value = condition.value + expected_value: str | Sequence[str] | bool | list[bool] | None = condition.value if isinstance(expected_value, str): expected_value = variable_pool.convert_template(expected_value).text + # Here we need to explicit convet the input string to boolean. + if isinstance(variable, (BooleanSegment, ArrayBooleanSegment)) and expected_value is not None: + # The following two lines is for compatibility with existing workflows. + if isinstance(expected_value, list): + expected_value = [_convert_to_bool(i) for i in expected_value] + else: + expected_value = _convert_to_bool(expected_value) input_conditions.append( { "actual_value": actual_value, @@ -77,7 +98,7 @@ def _evaluate_condition( *, operator: SupportedComparisonOperator, value: Any, - expected: str | Sequence[str] | None, + expected: Union[str, Sequence[str], bool | Sequence[bool], None], ) -> bool: match operator: case "contains": @@ -130,7 +151,7 @@ def _assert_contains(*, value: Any, expected: Any) -> bool: if not value: return False - if not isinstance(value, str | list): + if not isinstance(value, (str, list)): raise ValueError("Invalid actual value type: string or array") if expected not in value: @@ -142,7 +163,7 @@ def _assert_not_contains(*, value: Any, expected: Any) -> bool: if not value: return True - if not isinstance(value, str | list): + if not isinstance(value, (str, list)): raise ValueError("Invalid actual value type: string or array") if expected in value: @@ -178,8 +199,8 @@ def _assert_is(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, str): - raise ValueError("Invalid actual value type: string") + if not isinstance(value, (str, bool)): + raise ValueError("Invalid actual value type: string or boolean") if value != expected: return False @@ -190,8 +211,8 @@ def _assert_is_not(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, str): - raise ValueError("Invalid actual value type: string") + if not isinstance(value, (str, bool)): + raise ValueError("Invalid actual value type: string or boolean") if value == expected: return False @@ -214,10 +235,13 @@ def _assert_equal(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): - raise ValueError("Invalid actual value type: number") + if not isinstance(value, (int, float, bool)): + raise ValueError("Invalid actual value type: number or boolean") - if isinstance(value, int): + # Handle boolean comparison + if isinstance(value, bool): + expected = bool(expected) + elif isinstance(value, int): expected = int(expected) else: expected = float(expected) @@ -231,10 +255,13 @@ def _assert_not_equal(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): - raise ValueError("Invalid actual value type: number") + if not isinstance(value, (int, float, bool)): + raise ValueError("Invalid actual value type: number or boolean") - if isinstance(value, int): + # Handle boolean comparison + if isinstance(value, bool): + expected = bool(expected) + elif isinstance(value, int): expected = int(expected) else: expected = float(expected) @@ -248,7 +275,7 @@ def _assert_greater_than(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): + if not isinstance(value, (int, float)): raise ValueError("Invalid actual value type: number") if isinstance(value, int): @@ -265,7 +292,7 @@ def _assert_less_than(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): + if not isinstance(value, (int, float)): raise ValueError("Invalid actual value type: number") if isinstance(value, int): @@ -282,7 +309,7 @@ def _assert_greater_than_or_equal(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): + if not isinstance(value, (int, float)): raise ValueError("Invalid actual value type: number") if isinstance(value, int): @@ -299,7 +326,7 @@ def _assert_less_than_or_equal(*, value: Any, expected: Any) -> bool: if value is None: return False - if not isinstance(value, int | float): + if not isinstance(value, (int, float)): raise ValueError("Invalid actual value type: number") if isinstance(value, int): diff --git a/api/core/workflow/workflow_entry.py b/api/core/workflow/workflow_entry.py index 801e36e272..e9b73df0f3 100644 --- a/api/core/workflow/workflow_entry.py +++ b/api/core/workflow/workflow_entry.py @@ -2,7 +2,7 @@ import logging import time import uuid from collections.abc import Generator, Mapping, Sequence -from typing import Any, Optional, cast +from typing import Any, Optional from configs import dify_config from core.app.apps.exc import GenerateTaskStoppedError @@ -261,7 +261,6 @@ class WorkflowEntry: environment_variables=[], ) - node_cls = cast(type[BaseNode], node_cls) # init workflow run state node: BaseNode = node_cls( id=str(uuid.uuid4()), diff --git a/api/events/event_handlers/create_document_index.py b/api/events/event_handlers/create_document_index.py index 1b0321f42e..8778f5cafe 100644 --- a/api/events/event_handlers/create_document_index.py +++ b/api/events/event_handlers/create_document_index.py @@ -11,6 +11,8 @@ from extensions.ext_database import db from libs.datetime_utils import naive_utc_now from models.dataset import Document +logger = logging.getLogger(__name__) + @document_index_created.connect def handle(sender, **kwargs): @@ -19,7 +21,7 @@ def handle(sender, **kwargs): documents = [] start_at = time.perf_counter() for document_id in document_ids: - logging.info(click.style(f"Start process document: {document_id}", fg="green")) + logger.info(click.style(f"Start process document: {document_id}", fg="green")) document = ( db.session.query(Document) @@ -44,6 +46,6 @@ def handle(sender, **kwargs): indexing_runner = IndexingRunner() indexing_runner.run(documents) end_at = time.perf_counter() - logging.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) diff --git a/api/events/event_handlers/update_provider_when_message_created.py b/api/events/event_handlers/update_provider_when_message_created.py index 0ae6d9ee0d..96ff6fcf5e 100644 --- a/api/events/event_handlers/update_provider_when_message_created.py +++ b/api/events/event_handlers/update_provider_when_message_created.py @@ -13,12 +13,39 @@ from core.entities.provider_entities import QuotaUnit, SystemConfiguration from core.plugin.entities.plugin import ModelProviderID from events.message_event import message_was_created from extensions.ext_database import db +from extensions.ext_redis import redis_client, redis_fallback from libs import datetime_utils from models.model import Message from models.provider import Provider, ProviderType logger = logging.getLogger(__name__) +# Redis cache key prefix for provider last used timestamps +_PROVIDER_LAST_USED_CACHE_PREFIX = "provider:last_used" +# Default TTL for cache entries (10 minutes) +_CACHE_TTL_SECONDS = 600 +LAST_USED_UPDATE_WINDOW_SECONDS = 60 * 5 + + +def _get_provider_cache_key(tenant_id: str, provider_name: str) -> str: + """Generate Redis cache key for provider last used timestamp.""" + return f"{_PROVIDER_LAST_USED_CACHE_PREFIX}:{tenant_id}:{provider_name}" + + +@redis_fallback(default_return=None) +def _get_last_update_timestamp(cache_key: str) -> Optional[datetime]: + """Get last update timestamp from Redis cache.""" + timestamp_str = redis_client.get(cache_key) + if timestamp_str: + return datetime.fromtimestamp(float(timestamp_str.decode("utf-8"))) + return None + + +@redis_fallback() +def _set_last_update_timestamp(cache_key: str, timestamp: datetime) -> None: + """Set last update timestamp in Redis cache with TTL.""" + redis_client.setex(cache_key, _CACHE_TTL_SECONDS, str(timestamp.timestamp())) + class _ProviderUpdateFilters(BaseModel): """Filters for identifying Provider records to update.""" @@ -85,7 +112,7 @@ def handle(sender: Message, **kwargs): values=_ProviderUpdateValues(last_used=current_time), description="basic_last_used_update", ) - logging.info("provider used, tenant_id=%s, provider_name=%s", tenant_id, provider_name) + logger.info("provider used, tenant_id=%s, provider_name=%s", tenant_id, provider_name) updates_to_perform.append(basic_update) # 2. Check if we need to deduct quota (system provider only) @@ -139,7 +166,7 @@ def handle(sender: Message, **kwargs): provider_name, ) - except Exception as e: + except Exception: # Log failure with timing and context duration = time_module.perf_counter() - start_time @@ -215,8 +242,23 @@ def _execute_provider_updates(updates_to_perform: list[_ProviderUpdateOperation] # Prepare values dict for SQLAlchemy update update_values = {} - # updateing to `last_used` is removed due to performance reason. - # ref: https://github.com/langgenius/dify/issues/24526 + + # NOTE: For frequently used providers under high load, this implementation may experience + # race conditions or update contention despite the time-window optimization: + # 1. Multiple concurrent requests might check the same cache key simultaneously + # 2. Redis cache operations are not atomic with database updates + # 3. Heavy providers could still face database lock contention during peak usage + # The current implementation is acceptable for most scenarios, but future optimization + # considerations could include: batched updates, or async processing. + if values.last_used is not None: + cache_key = _get_provider_cache_key(filters.tenant_id, filters.provider_name) + now = datetime_utils.naive_utc_now() + last_update = _get_last_update_timestamp(cache_key) + + if last_update is None or (now - last_update).total_seconds() > LAST_USED_UPDATE_WINDOW_SECONDS: + update_values["last_used"] = values.last_used + _set_last_update_timestamp(cache_key, now) + if values.quota_used is not None: update_values["quota_used"] = values.quota_used # Skip the current update operation if no updates are required. diff --git a/api/extensions/ext_blueprints.py b/api/extensions/ext_blueprints.py index 1024fd9ce6..9c08a08c45 100644 --- a/api/extensions/ext_blueprints.py +++ b/api/extensions/ext_blueprints.py @@ -5,7 +5,7 @@ from dify_app import DifyApp def init_app(app: DifyApp): # register blueprint routers - from flask_cors import CORS # type: ignore + from flask_cors import CORS from controllers.console import bp as console_app_bp from controllers.files import bp as files_bp diff --git a/api/extensions/ext_database.py b/api/extensions/ext_database.py index 93842a3036..b32616b172 100644 --- a/api/extensions/ext_database.py +++ b/api/extensions/ext_database.py @@ -1,6 +1,55 @@ +import logging + +import gevent +from sqlalchemy import event +from sqlalchemy.pool import Pool + from dify_app import DifyApp from models import db +logger = logging.getLogger(__name__) + +# Global flag to avoid duplicate registration of event listener +_GEVENT_COMPATIBILITY_SETUP: bool = False + + +def _safe_rollback(connection) -> None: + """Safely rollback database connection. + + Args: + connection: Database connection object + """ + try: + connection.rollback() + except Exception: # pylint: disable=broad-exception-caught + logger.exception("Failed to rollback connection") + + +def _setup_gevent_compatibility() -> None: + global _GEVENT_COMPATIBILITY_SETUP # pylint: disable=global-statement + + # Avoid duplicate registration + if _GEVENT_COMPATIBILITY_SETUP: + return + + @event.listens_for(Pool, "reset") + def _safe_reset(dbapi_connection, connection_record, reset_state) -> None: # pylint: disable=unused-argument + if reset_state.terminate_only: + return + + # Safe rollback for connection + try: + hub = gevent.get_hub() + if hasattr(hub, "loop") and getattr(hub.loop, "in_callback", False): + gevent.spawn_later(0, lambda: _safe_rollback(dbapi_connection)) + else: + _safe_rollback(dbapi_connection) + except (AttributeError, ImportError): + _safe_rollback(dbapi_connection) + + _GEVENT_COMPATIBILITY_SETUP = True + def init_app(app: DifyApp): db.init_app(app) + _setup_gevent_compatibility() diff --git a/api/extensions/ext_mail.py b/api/extensions/ext_mail.py index fe05138196..58ab023559 100644 --- a/api/extensions/ext_mail.py +++ b/api/extensions/ext_mail.py @@ -6,6 +6,8 @@ from flask import Flask from configs import dify_config from dify_app import DifyApp +logger = logging.getLogger(__name__) + class Mail: def __init__(self): @@ -18,7 +20,7 @@ class Mail: def init_app(self, app: Flask): mail_type = dify_config.MAIL_TYPE if not mail_type: - logging.warning("MAIL_TYPE is not set") + logger.warning("MAIL_TYPE is not set") return if dify_config.MAIL_DEFAULT_SEND_FROM: diff --git a/api/extensions/ext_otel.py b/api/extensions/ext_otel.py index 544a2dc625..12bb185535 100644 --- a/api/extensions/ext_otel.py +++ b/api/extensions/ext_otel.py @@ -9,13 +9,15 @@ from typing import Union import flask from celery.signals import worker_init -from flask_login import user_loaded_from_request, user_logged_in # type: ignore +from flask_login import user_loaded_from_request, user_logged_in from configs import dify_config from dify_app import DifyApp from libs.helper import extract_tenant_id from models import Account, EndUser +logger = logging.getLogger(__name__) + @user_logged_in.connect @user_loaded_from_request.connect @@ -33,7 +35,7 @@ def on_user_loaded(_sender, user: Union["Account", "EndUser"]): current_span.set_attribute("service.tenant.id", tenant_id) current_span.set_attribute("service.user.id", user.id) except Exception: - logging.exception("Error setting tenant and user attributes") + logger.exception("Error setting tenant and user attributes") pass @@ -74,12 +76,12 @@ def init_app(app: DifyApp): attributes[SpanAttributes.HTTP_METHOD] = str(request.method) _http_response_counter.add(1, attributes) except Exception: - logging.exception("Error setting status and attributes") + logger.exception("Error setting status and attributes") pass instrumentor = FlaskInstrumentor() if dify_config.DEBUG: - logging.info("Initializing Flask instrumentor") + logger.info("Initializing Flask instrumentor") instrumentor.instrument_app(app, response_hook=response_hook) def init_sqlalchemy_instrumentor(app: DifyApp): @@ -253,5 +255,5 @@ def init_celery_worker(*args, **kwargs): tracer_provider = get_tracer_provider() metric_provider = get_meter_provider() if dify_config.DEBUG: - logging.info("Initializing OpenTelemetry for Celery worker") + logger.info("Initializing OpenTelemetry for Celery worker") CeleryInstrumentor(tracer_provider=tracer_provider, meter_provider=metric_provider).instrument() diff --git a/api/extensions/ext_request_logging.py b/api/extensions/ext_request_logging.py index 7c69483e0f..f7263e18c4 100644 --- a/api/extensions/ext_request_logging.py +++ b/api/extensions/ext_request_logging.py @@ -8,7 +8,7 @@ from flask.signals import request_finished, request_started from configs import dify_config -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) def _is_content_type_json(content_type: str) -> bool: @@ -20,20 +20,20 @@ def _is_content_type_json(content_type: str) -> bool: def _log_request_started(_sender, **_extra): """Log the start of a request.""" - if not _logger.isEnabledFor(logging.DEBUG): + if not logger.isEnabledFor(logging.DEBUG): return request = flask.request if not (_is_content_type_json(request.content_type) and request.data): - _logger.debug("Received Request %s -> %s", request.method, request.path) + logger.debug("Received Request %s -> %s", request.method, request.path) return try: json_data = json.loads(request.data) except (TypeError, ValueError): - _logger.exception("Failed to parse JSON request") + logger.exception("Failed to parse JSON request") return formatted_json = json.dumps(json_data, ensure_ascii=False, indent=2) - _logger.debug( + logger.debug( "Received Request %s -> %s, Request Body:\n%s", request.method, request.path, @@ -43,21 +43,21 @@ def _log_request_started(_sender, **_extra): def _log_request_finished(_sender, response, **_extra): """Log the end of a request.""" - if not _logger.isEnabledFor(logging.DEBUG) or response is None: + if not logger.isEnabledFor(logging.DEBUG) or response is None: return if not _is_content_type_json(response.content_type): - _logger.debug("Response %s %s", response.status, response.content_type) + logger.debug("Response %s %s", response.status, response.content_type) return response_data = response.get_data(as_text=True) try: json_data = json.loads(response_data) except (TypeError, ValueError): - _logger.exception("Failed to parse JSON response") + logger.exception("Failed to parse JSON response") return formatted_json = json.dumps(json_data, ensure_ascii=False, indent=2) - _logger.debug( + logger.debug( "Response %s %s, Response Body:\n%s", response.status, response.content_type, diff --git a/api/extensions/ext_storage.py b/api/extensions/ext_storage.py index d13393dd14..2960cde242 100644 --- a/api/extensions/ext_storage.py +++ b/api/extensions/ext_storage.py @@ -65,7 +65,7 @@ class Storage: from extensions.storage.volcengine_tos_storage import VolcengineTosStorage return VolcengineTosStorage - case StorageType.SUPBASE: + case StorageType.SUPABASE: from extensions.storage.supabase_storage import SupabaseStorage return SupabaseStorage diff --git a/api/extensions/storage/aws_s3_storage.py b/api/extensions/storage/aws_s3_storage.py index 7b6b2eedd6..e755ab089a 100644 --- a/api/extensions/storage/aws_s3_storage.py +++ b/api/extensions/storage/aws_s3_storage.py @@ -1,9 +1,9 @@ import logging from collections.abc import Generator -import boto3 # type: ignore -from botocore.client import Config # type: ignore -from botocore.exceptions import ClientError # type: ignore +import boto3 +from botocore.client import Config +from botocore.exceptions import ClientError from configs import dify_config from extensions.storage.base_storage import BaseStorage diff --git a/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py b/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py index 09ab37f42e..754c437fd7 100644 --- a/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py +++ b/api/extensions/storage/clickzetta_volume/clickzetta_volume_storage.py @@ -292,7 +292,6 @@ class ClickZettaVolumeStorage(BaseStorage): # Get the actual volume path (may include dify_km prefix) volume_path = self._get_volume_path(filename, dataset_id) - actual_filename = volume_path.split("/")[-1] if "/" in volume_path else volume_path # For User Volume, use the full path with dify_km prefix if volume_prefix == "USER VOLUME": diff --git a/api/extensions/storage/clickzetta_volume/file_lifecycle.py b/api/extensions/storage/clickzetta_volume/file_lifecycle.py index d5d04f121b..2e0724f678 100644 --- a/api/extensions/storage/clickzetta_volume/file_lifecycle.py +++ b/api/extensions/storage/clickzetta_volume/file_lifecycle.py @@ -7,7 +7,7 @@ import json import logging from dataclasses import asdict, dataclass -from datetime import datetime, timedelta +from datetime import datetime from enum import Enum from typing import Any, Optional @@ -185,7 +185,6 @@ class FileLifecycleManager: versions.append(current_metadata) # 获取历史版本 - version_pattern = f"{self._version_prefix}{filename}.v*" try: version_files = self._storage.scan(self._dataset_id or "", files=True) for file_path in version_files: @@ -331,7 +330,6 @@ class FileLifecycleManager: """ try: cleaned_count = 0 - cutoff_date = datetime.now() - timedelta(days=max_age_days) # 获取所有版本文件 try: diff --git a/api/extensions/storage/storage_type.py b/api/extensions/storage/storage_type.py index bc2d632159..baffa423b6 100644 --- a/api/extensions/storage/storage_type.py +++ b/api/extensions/storage/storage_type.py @@ -14,4 +14,4 @@ class StorageType(StrEnum): S3 = "s3" TENCENT_COS = "tencent-cos" VOLCENGINE_TOS = "volcengine-tos" - SUPBASE = "supabase" + SUPABASE = "supabase" diff --git a/api/factories/file_factory.py b/api/factories/file_factory.py index a0ff33ab65..62e3bfa3ba 100644 --- a/api/factories/file_factory.py +++ b/api/factories/file_factory.py @@ -3,7 +3,7 @@ import os import urllib.parse import uuid from collections.abc import Callable, Mapping, Sequence -from typing import Any, cast +from typing import Any import httpx from sqlalchemy import select @@ -41,8 +41,14 @@ def build_from_message_file( "url": message_file.url, "id": message_file.id, "type": message_file.type, - "upload_file_id": message_file.upload_file_id, } + + # Set the correct ID field based on transfer method + if message_file.transfer_method == FileTransferMethod.TOOL_FILE.value: + mapping["tool_file_id"] = message_file.upload_file_id + else: + mapping["upload_file_id"] = message_file.upload_file_id + return build_from_mapping( mapping=mapping, tenant_id=tenant_id, @@ -252,7 +258,6 @@ def _get_remote_file_info(url: str): mime_type = "" resp = ssrf_proxy.head(url, follow_redirects=True) - resp = cast(httpx.Response, resp) if resp.status_code == httpx.codes.OK: if content_disposition := resp.headers.get("Content-Disposition"): filename = str(content_disposition.split("filename=")[-1].strip('"')) @@ -318,6 +323,11 @@ def _is_file_valid_with_config( file_transfer_method: FileTransferMethod, config: FileUploadConfig, ) -> bool: + # FIXME(QIN2DIM): Always allow tool files (files generated by the assistant/model) + # These are internally generated and should bypass user upload restrictions + if file_transfer_method == FileTransferMethod.TOOL_FILE: + return True + if ( config.allowed_file_types and input_file_type not in config.allowed_file_types diff --git a/api/factories/variable_factory.py b/api/factories/variable_factory.py index 39ebd009d5..0274b6e89c 100644 --- a/api/factories/variable_factory.py +++ b/api/factories/variable_factory.py @@ -7,11 +7,13 @@ from core.file import File from core.variables.exc import VariableError from core.variables.segments import ( ArrayAnySegment, + ArrayBooleanSegment, ArrayFileSegment, ArrayNumberSegment, ArrayObjectSegment, ArraySegment, ArrayStringSegment, + BooleanSegment, FileSegment, FloatSegment, IntegerSegment, @@ -23,10 +25,12 @@ from core.variables.segments import ( from core.variables.types import SegmentType from core.variables.variables import ( ArrayAnyVariable, + ArrayBooleanVariable, ArrayFileVariable, ArrayNumberVariable, ArrayObjectVariable, ArrayStringVariable, + BooleanVariable, FileVariable, FloatVariable, IntegerVariable, @@ -49,17 +53,19 @@ class TypeMismatchError(Exception): # Define the constant SEGMENT_TO_VARIABLE_MAP = { - StringSegment: StringVariable, - IntegerSegment: IntegerVariable, - FloatSegment: FloatVariable, - ObjectSegment: ObjectVariable, - FileSegment: FileVariable, - ArrayStringSegment: ArrayStringVariable, + ArrayAnySegment: ArrayAnyVariable, + ArrayBooleanSegment: ArrayBooleanVariable, + ArrayFileSegment: ArrayFileVariable, ArrayNumberSegment: ArrayNumberVariable, ArrayObjectSegment: ArrayObjectVariable, - ArrayFileSegment: ArrayFileVariable, - ArrayAnySegment: ArrayAnyVariable, + ArrayStringSegment: ArrayStringVariable, + BooleanSegment: BooleanVariable, + FileSegment: FileVariable, + FloatSegment: FloatVariable, + IntegerSegment: IntegerVariable, NoneSegment: NoneVariable, + ObjectSegment: ObjectVariable, + StringSegment: StringVariable, } @@ -99,6 +105,8 @@ def _build_variable_from_mapping(*, mapping: Mapping[str, Any], selector: Sequen mapping = dict(mapping) mapping["value_type"] = SegmentType.FLOAT result = FloatVariable.model_validate(mapping) + case SegmentType.BOOLEAN: + result = BooleanVariable.model_validate(mapping) case SegmentType.NUMBER if not isinstance(value, float | int): raise VariableError(f"invalid number value {value}") case SegmentType.OBJECT if isinstance(value, dict): @@ -109,6 +117,8 @@ def _build_variable_from_mapping(*, mapping: Mapping[str, Any], selector: Sequen result = ArrayNumberVariable.model_validate(mapping) case SegmentType.ARRAY_OBJECT if isinstance(value, list): result = ArrayObjectVariable.model_validate(mapping) + case SegmentType.ARRAY_BOOLEAN if isinstance(value, list): + result = ArrayBooleanVariable.model_validate(mapping) case _: raise VariableError(f"not supported value type {value_type}") if result.size > dify_config.MAX_VARIABLE_SIZE: @@ -118,10 +128,6 @@ def _build_variable_from_mapping(*, mapping: Mapping[str, Any], selector: Sequen return cast(Variable, result) -def infer_segment_type_from_value(value: Any, /) -> SegmentType: - return build_segment(value).value_type - - def build_segment(value: Any, /) -> Segment: # NOTE: If you have runtime type information available, consider using the `build_segment_with_type` # below @@ -129,6 +135,8 @@ def build_segment(value: Any, /) -> Segment: return NoneSegment() if isinstance(value, str): return StringSegment(value=value) + if isinstance(value, bool): + return BooleanSegment(value=value) if isinstance(value, int): return IntegerSegment(value=value) if isinstance(value, float): @@ -152,6 +160,8 @@ def build_segment(value: Any, /) -> Segment: return ArrayStringSegment(value=value) case SegmentType.NUMBER | SegmentType.INTEGER | SegmentType.FLOAT: return ArrayNumberSegment(value=value) + case SegmentType.BOOLEAN: + return ArrayBooleanSegment(value=value) case SegmentType.OBJECT: return ArrayObjectSegment(value=value) case SegmentType.FILE: @@ -170,6 +180,7 @@ _segment_factory: Mapping[SegmentType, type[Segment]] = { SegmentType.INTEGER: IntegerSegment, SegmentType.FLOAT: FloatSegment, SegmentType.FILE: FileSegment, + SegmentType.BOOLEAN: BooleanSegment, SegmentType.OBJECT: ObjectSegment, # Array types SegmentType.ARRAY_ANY: ArrayAnySegment, @@ -177,6 +188,7 @@ _segment_factory: Mapping[SegmentType, type[Segment]] = { SegmentType.ARRAY_NUMBER: ArrayNumberSegment, SegmentType.ARRAY_OBJECT: ArrayObjectSegment, SegmentType.ARRAY_FILE: ArrayFileSegment, + SegmentType.ARRAY_BOOLEAN: ArrayBooleanSegment, } @@ -225,6 +237,8 @@ def build_segment_with_type(segment_type: SegmentType, value: Any) -> Segment: return ArrayAnySegment(value=value) elif segment_type == SegmentType.ARRAY_STRING: return ArrayStringSegment(value=value) + elif segment_type == SegmentType.ARRAY_BOOLEAN: + return ArrayBooleanSegment(value=value) elif segment_type == SegmentType.ARRAY_NUMBER: return ArrayNumberSegment(value=value) elif segment_type == SegmentType.ARRAY_OBJECT: diff --git a/api/fields/workflow_fields.py b/api/fields/workflow_fields.py index f048d0f3b6..53cb9de3ee 100644 --- a/api/fields/workflow_fields.py +++ b/api/fields/workflow_fields.py @@ -17,7 +17,7 @@ class EnvironmentVariableField(fields.Raw): return { "id": value.id, "name": value.name, - "value": encrypter.obfuscated_token(value.value), + "value": encrypter.full_mask_token(), "value_type": value.value_type.value, "description": value.description, } diff --git a/api/lazy_load_class.py b/api/lazy_load_class.py new file mode 100644 index 0000000000..dd3c2a16e8 --- /dev/null +++ b/api/lazy_load_class.py @@ -0,0 +1,11 @@ +from tests.integration_tests.utils.parent_class import ParentClass + + +class LazyLoadChildClass(ParentClass): + """Test lazy load child class for module import helper tests""" + + def __init__(self, name): + super().__init__(name) + + def get_name(self): + return self.name diff --git a/api/libs/helper.py b/api/libs/helper.py index 70986fedd3..96e8524660 100644 --- a/api/libs/helper.py +++ b/api/libs/helper.py @@ -27,6 +27,8 @@ if TYPE_CHECKING: from models.account import Account from models.model import EndUser +logger = logging.getLogger(__name__) + def extract_tenant_id(user: Union["Account", "EndUser"]) -> str | None: """ @@ -299,8 +301,8 @@ class TokenManager: if expiry_minutes is None: raise ValueError(f"Expiry minutes for {token_type} token is not set") token_key = cls._get_token_key(token, token_type) - expiry_time = int(expiry_minutes * 60) - redis_client.setex(token_key, expiry_time, json.dumps(token_data)) + expiry_seconds = int(expiry_minutes * 60) + redis_client.setex(token_key, expiry_seconds, json.dumps(token_data)) if account_id: cls._set_current_token_for_account(account_id, token, token_type, expiry_minutes) @@ -321,7 +323,7 @@ class TokenManager: key = cls._get_token_key(token, token_type) token_data_json = redis_client.get(key) if token_data_json is None: - logging.warning("%s token %s not found with key %s", token_type, token, key) + logger.warning("%s token %s not found with key %s", token_type, token, key) return None token_data: Optional[dict[str, Any]] = json.loads(token_data_json) return token_data @@ -334,11 +336,11 @@ class TokenManager: @classmethod def _set_current_token_for_account( - cls, account_id: str, token: str, token_type: str, expiry_hours: Union[int, float] + cls, account_id: str, token: str, token_type: str, expiry_minutes: Union[int, float] ): key = cls._get_account_token_key(account_id, token_type) - expiry_time = int(expiry_hours * 60 * 60) - redis_client.setex(key, expiry_time, token) + expiry_seconds = int(expiry_minutes * 60) + redis_client.setex(key, expiry_seconds, token) @classmethod def _get_account_token_key(cls, account_id: str, token_type: str) -> str: diff --git a/api/libs/orjson.py b/api/libs/orjson.py new file mode 100644 index 0000000000..2fc5ce8dd3 --- /dev/null +++ b/api/libs/orjson.py @@ -0,0 +1,11 @@ +from typing import Any, Optional + +import orjson + + +def orjson_dumps( + obj: Any, + encoding: str = "utf-8", + option: Optional[int] = None, +) -> str: + return orjson.dumps(obj, option=option).decode(encoding) diff --git a/api/libs/sendgrid.py b/api/libs/sendgrid.py index cfc6c7d794..5f7d31d47d 100644 --- a/api/libs/sendgrid.py +++ b/api/libs/sendgrid.py @@ -4,6 +4,8 @@ import sendgrid # type: ignore from python_http_client.exceptions import ForbiddenError, UnauthorizedError from sendgrid.helpers.mail import Content, Email, Mail, To # type: ignore +logger = logging.getLogger(__name__) + class SendGridClient: def __init__(self, sendgrid_api_key: str, _from: str): @@ -11,7 +13,7 @@ class SendGridClient: self._from = _from def send(self, mail: dict): - logging.debug("Sending email with SendGrid") + logger.debug("Sending email with SendGrid") try: _to = mail["to"] @@ -27,19 +29,19 @@ class SendGridClient: mail = Mail(from_email, to_email, subject, content) mail_json = mail.get() # type: ignore response = sg.client.mail.send.post(request_body=mail_json) - logging.debug(response.status_code) - logging.debug(response.body) - logging.debug(response.headers) + logger.debug(response.status_code) + logger.debug(response.body) + logger.debug(response.headers) except TimeoutError as e: - logging.exception("SendGridClient Timeout occurred while sending email") + logger.exception("SendGridClient Timeout occurred while sending email") raise except (UnauthorizedError, ForbiddenError) as e: - logging.exception( + logger.exception( "SendGridClient Authentication failed. " "Verify that your credentials and the 'from' email address are correct" ) raise except Exception as e: - logging.exception("SendGridClient Unexpected error occurred while sending email to %s", _to) + logger.exception("SendGridClient Unexpected error occurred while sending email to %s", _to) raise diff --git a/api/libs/smtp.py b/api/libs/smtp.py index a01ad6fab8..8203ca8503 100644 --- a/api/libs/smtp.py +++ b/api/libs/smtp.py @@ -3,6 +3,8 @@ import smtplib from email.mime.multipart import MIMEMultipart from email.mime.text import MIMEText +logger = logging.getLogger(__name__) + class SMTPClient: def __init__( @@ -44,13 +46,13 @@ class SMTPClient: smtp.sendmail(self._from, mail["to"], msg.as_string()) except smtplib.SMTPException as e: - logging.exception("SMTP error occurred") + logger.exception("SMTP error occurred") raise except TimeoutError as e: - logging.exception("Timeout occurred while sending email") + logger.exception("Timeout occurred while sending email") raise except Exception as e: - logging.exception("Unexpected error occurred while sending email to %s", mail["to"]) + logger.exception("Unexpected error occurred while sending email to %s", mail["to"]) raise finally: if smtp: 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 87b42346df..da8b1aa796 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 @@ -5,11 +5,11 @@ Revises: 8bcc02c9bd07 Create Date: 2025-08-09 15:53:54.341341 """ -from alembic import op +from alembic import op, context +from libs.uuid_utils import uuidv7 import models as models import sqlalchemy as sa from sqlalchemy.sql import table, column -import uuid # revision identifiers, used by Alembic. revision = 'e8446f481c1e' @@ -21,7 +21,7 @@ depends_on = None def upgrade(): # Create provider_credentials table op.create_table('provider_credentials', - sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False), + 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), @@ -43,7 +43,15 @@ def upgrade(): with op.batch_alter_table('load_balancing_model_configs', schema=None) as batch_op: batch_op.add_column(sa.Column('credential_id', models.types.StringUUID(), nullable=True)) - migrate_existing_providers_data() + if not context.is_offline_mode(): + migrate_existing_providers_data() + else: + op.execute( + '-- [IMPORTANT] Data migration skipped!!!\n' + "-- You should manually run data migration function `migrate_existing_providers_data`\n" + f"-- inside file {__file__}\n" + "-- Please review the migration script carefully!" + ) # Remove encrypted_config column from providers table after migration with op.batch_alter_table('providers', schema=None) as batch_op: @@ -63,7 +71,7 @@ def migrate_existing_providers_data(): 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()), @@ -79,15 +87,15 @@ def migrate_existing_providers_data(): # Query all existing providers data existing_providers = conn.execute( - sa.select(providers_table.c.id, providers_table.c.tenant_id, + sa.select(providers_table.c.id, providers_table.c.tenant_id, providers_table.c.provider_name, providers_table.c.encrypted_config, providers_table.c.created_at, providers_table.c.updated_at) .where(providers_table.c.encrypted_config.isnot(None)) ).fetchall() - + # Iterate through each provider and insert into provider_credentials for provider in existing_providers: - credential_id = str(uuid.uuid4()) + credential_id = str(uuidv7()) if not provider.encrypted_config or provider.encrypted_config.strip() == '': continue @@ -119,7 +127,16 @@ def downgrade(): batch_op.add_column(sa.Column('encrypted_config', sa.Text(), nullable=True)) # Migrate data back from provider_credentials to providers - migrate_data_back_to_providers() + + if not context.is_offline_mode(): + migrate_data_back_to_providers() + else: + op.execute( + '-- [IMPORTANT] Data migration skipped!!!\n' + "-- You should manually run data migration function `migrate_data_back_to_providers`\n" + f"-- inside file {__file__}\n" + "-- Please review the migration script carefully!" + ) # Remove credential_id columns with op.batch_alter_table('load_balancing_model_configs', schema=None) as batch_op: @@ -134,7 +151,7 @@ def downgrade(): def migrate_data_back_to_providers(): """Migrate data back from provider_credentials to providers table for downgrade""" - + # Define table structure for data manipulation providers_table = table('providers', column('id', models.types.StringUUID()), @@ -143,7 +160,7 @@ def migrate_data_back_to_providers(): column('encrypted_config', sa.Text()), column('credential_id', models.types.StringUUID()), ) - + provider_credential_table = table('provider_credentials', column('id', models.types.StringUUID()), column('tenant_id', models.types.StringUUID()), @@ -160,18 +177,18 @@ def migrate_data_back_to_providers(): sa.select(providers_table.c.id, providers_table.c.credential_id) .where(providers_table.c.credential_id.isnot(None)) ).fetchall() - + # For each provider, get the credential data and update providers table for provider in providers_with_credentials: credential = conn.execute( sa.select(provider_credential_table.c.encrypted_config) .where(provider_credential_table.c.id == provider.credential_id) ).fetchone() - + if credential: # Update providers table with encrypted_config from credential conn.execute( providers_table.update() .where(providers_table.c.id == provider.id) .values(encrypted_config=credential.encrypted_config) - ) \ No newline at end of file + ) 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 bec1a45404..f03a215505 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 @@ -5,9 +5,9 @@ Revises: e8446f481c1e Create Date: 2025-08-13 16:05:42.657730 """ -import uuid -from alembic import op +from alembic import op, context +from libs.uuid_utils import uuidv7 import models as models import sqlalchemy as sa from sqlalchemy.sql import table, column @@ -23,7 +23,7 @@ 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('uuid_generate_v4()'), nullable=False), + 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), @@ -48,8 +48,16 @@ def upgrade(): with op.batch_alter_table('load_balancing_model_configs', schema=None) as batch_op: batch_op.add_column(sa.Column('credential_source_type', sa.String(length=40), nullable=True)) - # Migrate existing provider_models data - migrate_existing_provider_models_data() + if not context.is_offline_mode(): + # Migrate existing provider_models data + migrate_existing_provider_models_data() + else: + op.execute( + '-- [IMPORTANT] Data migration skipped!!!\n' + "-- You should manually run data migration function `migrate_existing_provider_models_data`\n" + f"-- inside file {__file__}\n" + "-- Please review the migration script carefully!" + ) # Remove encrypted_config column from provider_models table after migration with op.batch_alter_table('provider_models', schema=None) as batch_op: @@ -71,7 +79,7 @@ def migrate_existing_provider_models_data(): 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()), @@ -90,19 +98,19 @@ def migrate_existing_provider_models_data(): # Query all existing provider_models data with encrypted_config existing_provider_models = conn.execute( - sa.select(provider_models_table.c.id, provider_models_table.c.tenant_id, + sa.select(provider_models_table.c.id, provider_models_table.c.tenant_id, provider_models_table.c.provider_name, provider_models_table.c.model_name, provider_models_table.c.model_type, provider_models_table.c.encrypted_config, provider_models_table.c.created_at, provider_models_table.c.updated_at) .where(provider_models_table.c.encrypted_config.isnot(None)) ).fetchall() - + # Iterate through each provider_model and insert into provider_model_credentials for provider_model in existing_provider_models: if not provider_model.encrypted_config or provider_model.encrypted_config.strip() == '': continue - credential_id = str(uuid.uuid4()) + credential_id = str(uuidv7()) # Insert into provider_model_credentials table conn.execute( @@ -132,8 +140,16 @@ def downgrade(): with op.batch_alter_table('provider_models', schema=None) as batch_op: batch_op.add_column(sa.Column('encrypted_config', sa.Text(), nullable=True)) - # Migrate data back from provider_model_credentials to provider_models - migrate_data_back_to_provider_models() + if not context.is_offline_mode(): + # Migrate data back from provider_model_credentials to provider_models + migrate_data_back_to_provider_models() + else: + op.execute( + '-- [IMPORTANT] Data migration skipped!!!\n' + "-- You should manually run data migration function `migrate_data_back_to_provider_models`\n" + f"-- inside file {__file__}\n" + "-- Please review the migration script carefully!" + ) with op.batch_alter_table('provider_models', schema=None) as batch_op: batch_op.drop_column('credential_id') @@ -148,14 +164,14 @@ def downgrade(): def migrate_data_back_to_provider_models(): """Migrate data back from provider_model_credentials to provider_models table for downgrade""" - + # Define table structure for data manipulation provider_models_table = table('provider_models', column('id', models.types.StringUUID()), column('encrypted_config', sa.Text()), column('credential_id', models.types.StringUUID()), ) - + provider_model_credentials_table = table('provider_model_credentials', column('id', models.types.StringUUID()), column('encrypted_config', sa.Text()), @@ -169,14 +185,14 @@ def migrate_data_back_to_provider_models(): sa.select(provider_models_table.c.id, provider_models_table.c.credential_id) .where(provider_models_table.c.credential_id.isnot(None)) ).fetchall() - + # For each provider_model, get the credential data and update provider_models table for provider_model in provider_models_with_credentials: credential = conn.execute( sa.select(provider_model_credentials_table.c.encrypted_config) .where(provider_model_credentials_table.c.id == provider_model.credential_id) ).fetchone() - + if credential: # Update provider_models table with encrypted_config from credential conn.execute( 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 new file mode 100644 index 0000000000..3a3186bcbc --- /dev/null +++ b/api/migrations/versions/2025_08_20_1747-8d289573e1da_add_oauth_provider_apps.py @@ -0,0 +1,45 @@ +"""empty message + +Revision ID: 8d289573e1da +Revises: 0e154742a5fa +Create Date: 2025-08-20 17:47:17.015695 + +""" +from alembic import op +import models as models +import sqlalchemy as sa + + +# revision identifiers, used by Alembic. +revision = '8d289573e1da' +down_revision = '0e154742a5fa' +branch_labels = None +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') + ) + 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) + + # ### end Alembic commands ### + + +def downgrade(): + # ### commands auto generated by Alembic - please adjust! ### + with op.batch_alter_table('oauth_provider_apps', schema=None) as batch_op: + batch_op.drop_index('oauth_provider_app_client_id_idx') + + op.drop_table('oauth_provider_apps') + # ### end Alembic commands ### diff --git a/api/migrations/versions/2025_08_29_1534-b95962a3885c_add_workflow_app_log_run_id_index.py b/api/migrations/versions/2025_08_29_1534-b95962a3885c_add_workflow_app_log_run_id_index.py new file mode 100644 index 0000000000..465f8664a5 --- /dev/null +++ b/api/migrations/versions/2025_08_29_1534-b95962a3885c_add_workflow_app_log_run_id_index.py @@ -0,0 +1,32 @@ +"""chore: add workflow app log run id index + +Revision ID: b95962a3885c +Revises: 0e154742a5fa +Create Date: 2025-08-29 15:34:09.838623 + +""" +from alembic import op +import models as models +import sqlalchemy as sa +from sqlalchemy.dialects import postgresql + +# revision identifiers, used by Alembic. +revision = 'b95962a3885c' +down_revision = '8d289573e1da' +branch_labels = None +depends_on = None + + +def upgrade(): + # ### commands auto generated by Alembic - please adjust! ### + with op.batch_alter_table('workflow_app_logs', schema=None) as batch_op: + batch_op.create_index('workflow_app_log_workflow_run_id_idx', ['workflow_run_id'], unique=False) + + # ### end Alembic commands ### + + +def downgrade(): + # ### commands auto generated by Alembic - please adjust! ### + with op.batch_alter_table('workflow_app_logs', schema=None) as batch_op: + batch_op.drop_index('workflow_app_log_workflow_run_id_idx') + # ### end Alembic commands ### diff --git a/api/models/account.py b/api/models/account.py index 1a0752440d..6db1381df7 100644 --- a/api/models/account.py +++ b/api/models/account.py @@ -1,12 +1,12 @@ import enum import json from datetime import datetime -from typing import Optional, cast +from typing import Optional import sqlalchemy as sa -from flask_login import UserMixin # type: ignore +from flask_login import UserMixin from sqlalchemy import DateTime, String, func, select -from sqlalchemy.orm import Mapped, mapped_column, reconstructor +from sqlalchemy.orm import Mapped, Session, mapped_column, reconstructor from models.base import Base @@ -118,10 +118,24 @@ class Account(UserMixin, Base): @current_tenant.setter def current_tenant(self, tenant: "Tenant"): - ta = db.session.scalar(select(TenantAccountJoin).filter_by(tenant_id=tenant.id, account_id=self.id).limit(1)) - if ta: - self.role = TenantAccountRole(ta.role) - self._current_tenant = tenant + with Session(db.engine, expire_on_commit=False) as session: + tenant_join_query = select(TenantAccountJoin).where( + TenantAccountJoin.tenant_id == tenant.id, TenantAccountJoin.account_id == self.id + ) + tenant_join = session.scalar(tenant_join_query) + tenant_query = select(Tenant).where(Tenant.id == tenant.id) + # TODO: A workaround to reload the tenant with `expire_on_commit=False`, allowing + # access to it after the session has been closed. + # This prevents `DetachedInstanceError` when accessing the tenant outside + # the session's lifecycle. + # (The `tenant` argument is typically loaded by `db.session` without the + # `expire_on_commit=False` flag, meaning its lifetime is tied to the web + # request's lifecycle.) + tenant_reloaded = session.scalars(tenant_query).one() + + if tenant_join: + self.role = TenantAccountRole(tenant_join.role) + self._current_tenant = tenant_reloaded return self._current_tenant = None @@ -130,23 +144,19 @@ class Account(UserMixin, Base): return self._current_tenant.id if self._current_tenant else None def set_tenant_id(self, tenant_id: str): - tenant_account_join = cast( - tuple[Tenant, TenantAccountJoin], - ( - db.session.query(Tenant, TenantAccountJoin) - .where(Tenant.id == tenant_id) - .where(TenantAccountJoin.tenant_id == Tenant.id) - .where(TenantAccountJoin.account_id == self.id) - .one_or_none() - ), + query = ( + select(Tenant, TenantAccountJoin) + .where(Tenant.id == tenant_id) + .where(TenantAccountJoin.tenant_id == Tenant.id) + .where(TenantAccountJoin.account_id == self.id) ) - - if not tenant_account_join: - return - - tenant, join = tenant_account_join - self.role = TenantAccountRole(join.role) - self._current_tenant = tenant + with Session(db.engine, expire_on_commit=False) as session: + tenant_account_join = session.execute(query).first() + if not tenant_account_join: + return + tenant, join = tenant_account_join + self.role = TenantAccountRole(join.role) + self._current_tenant = tenant @property def current_role(self): @@ -200,7 +210,7 @@ class Tenant(Base): id: Mapped[str] = mapped_column(StringUUID, server_default=sa.text("uuid_generate_v4()")) name: Mapped[str] = mapped_column(String(255)) - encrypt_public_key = db.Column(sa.Text) + encrypt_public_key: Mapped[Optional[str]] = mapped_column(sa.Text) plan: Mapped[str] = mapped_column(String(255), server_default=sa.text("'basic'::character varying")) status: Mapped[str] = mapped_column(String(255), server_default=sa.text("'normal'::character varying")) custom_config: Mapped[Optional[str]] = mapped_column(sa.Text) @@ -325,5 +335,5 @@ class TenantPluginAutoUpgradeStrategy(Base): upgrade_mode: Mapped[UpgradeMode] = mapped_column(String(16), nullable=False, server_default="exclude") exclude_plugins: Mapped[list[str]] = mapped_column(sa.ARRAY(String(255)), nullable=False) # plugin_id (author/name) include_plugins: Mapped[list[str]] = mapped_column(sa.ARRAY(String(255)), nullable=False) # plugin_id (author/name) - created_at = db.Column(DateTime, nullable=False, server_default=func.current_timestamp()) - updated_at = db.Column(DateTime, nullable=False, server_default=func.current_timestamp()) + 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()) diff --git a/api/models/dataset.py b/api/models/dataset.py index 3b1d289bc4..d4519f62d7 100644 --- a/api/models/dataset.py +++ b/api/models/dataset.py @@ -29,6 +29,8 @@ from .engine import db from .model import App, Tag, TagBinding, UploadFile from .types import StringUUID +logger = logging.getLogger(__name__) + class DatasetPermissionEnum(enum.StrEnum): ONLY_ME = "only_me" @@ -60,8 +62,8 @@ class Dataset(Base): created_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) updated_by = mapped_column(StringUUID, nullable=True) updated_at: Mapped[datetime] = mapped_column(DateTime, nullable=False, server_default=func.current_timestamp()) - embedding_model = db.Column(String(255), nullable=True) # TODO: mapped_column - embedding_model_provider = db.Column(String(255), nullable=True) # TODO: mapped_column + embedding_model = mapped_column(String(255), nullable=True) + embedding_model_provider = mapped_column(String(255), nullable=True) collection_binding_id = mapped_column(StringUUID, nullable=True) retrieval_model = mapped_column(JSONB, nullable=True) built_in_field_enabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=False, server_default=sa.text("false")) @@ -914,7 +916,7 @@ class DatasetKeywordTable(Base): return json.loads(keyword_table_text.decode("utf-8"), cls=SetDecoder) return None except Exception as e: - logging.exception("Failed to load keyword table from file: %s", file_key) + logger.exception("Failed to load keyword table from file: %s", file_key) return None diff --git a/api/models/model.py b/api/models/model.py index c4303f3cc5..aa1a87e3bf 100644 --- a/api/models/model.py +++ b/api/models/model.py @@ -17,7 +17,7 @@ if TYPE_CHECKING: import sqlalchemy as sa from flask import request from flask_login import UserMixin -from sqlalchemy import Float, Index, PrimaryKeyConstraint, String, func, text +from sqlalchemy import Float, Index, PrimaryKeyConstraint, String, exists, func, select, text from sqlalchemy.orm import Mapped, Session, mapped_column from configs import dify_config @@ -77,7 +77,7 @@ class App(Base): description: Mapped[str] = mapped_column(sa.Text, server_default=sa.text("''::character varying")) mode: Mapped[str] = mapped_column(String(255)) icon_type: Mapped[Optional[str]] = mapped_column(String(255)) # image, emoji - icon = db.Column(String(255)) + icon = mapped_column(String(255)) icon_background: Mapped[Optional[str]] = mapped_column(String(255)) app_model_config_id = mapped_column(StringUUID, nullable=True) workflow_id = mapped_column(StringUUID, nullable=True) @@ -522,33 +522,6 @@ class AppModelConfig(Base): self.file_upload = json.dumps(model_config.get("file_upload")) if model_config.get("file_upload") else None return self - def copy(self): - new_app_model_config = AppModelConfig( - id=self.id, - app_id=self.app_id, - opening_statement=self.opening_statement, - suggested_questions=self.suggested_questions, - suggested_questions_after_answer=self.suggested_questions_after_answer, - speech_to_text=self.speech_to_text, - text_to_speech=self.text_to_speech, - more_like_this=self.more_like_this, - sensitive_word_avoidance=self.sensitive_word_avoidance, - external_data_tools=self.external_data_tools, - model=self.model, - user_input_form=self.user_input_form, - dataset_query_variable=self.dataset_query_variable, - pre_prompt=self.pre_prompt, - agent_mode=self.agent_mode, - retriever_resource=self.retriever_resource, - prompt_type=self.prompt_type, - chat_prompt_config=self.chat_prompt_config, - completion_prompt_config=self.completion_prompt_config, - dataset_configs=self.dataset_configs, - file_upload=self.file_upload, - ) - - return new_app_model_config - class RecommendedApp(Base): __tablename__ = "recommended_apps" @@ -607,6 +580,32 @@ class InstalledApp(Base): return tenant +class OAuthProviderApp(Base): + """ + Globally shared OAuth provider app information. + Only for Dify Cloud. + """ + + __tablename__ = "oauth_provider_apps" + __table_args__ = ( + sa.PrimaryKeyConstraint("id", name="oauth_provider_app_pkey"), + 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( + String(255), + nullable=False, + server_default=sa.text("'read:name read:email read:avatar read:interface_language read:timezone'"), + ) + created_at = mapped_column(sa.DateTime, nullable=False, server_default=sa.text("CURRENT_TIMESTAMP(0)")) + + class Conversation(Base): __tablename__ = "conversations" __table_args__ = ( @@ -904,7 +903,7 @@ class Message(Base): message_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0")) message_unit_price = mapped_column(sa.Numeric(10, 4), nullable=False) message_price_unit = mapped_column(sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001")) - answer: Mapped[str] = db.Column(sa.Text, nullable=False) # TODO make it mapped_column + answer: Mapped[str] = mapped_column(sa.Text, nullable=False) answer_tokens: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0")) answer_unit_price = mapped_column(sa.Numeric(10, 4), nullable=False) answer_price_unit = mapped_column(sa.Numeric(10, 7), nullable=False, server_default=sa.text("0.001")) @@ -1321,7 +1320,7 @@ class MessageAnnotation(Base): app_id: Mapped[str] = mapped_column(StringUUID) conversation_id: Mapped[Optional[str]] = mapped_column(StringUUID, sa.ForeignKey("conversations.id")) message_id: Mapped[Optional[str]] = mapped_column(StringUUID) - question = db.Column(sa.Text, nullable=True) + question = mapped_column(sa.Text, nullable=True) content = mapped_column(sa.Text, nullable=False) hit_count: Mapped[int] = mapped_column(sa.Integer, nullable=False, server_default=sa.text("0")) account_id = mapped_column(StringUUID, nullable=False) @@ -1553,7 +1552,7 @@ class ApiToken(Base): def generate_api_key(prefix, n): while True: result = prefix + generate_string(n) - if db.session.query(ApiToken).where(ApiToken.token == result).count() > 0: + if db.session.scalar(select(exists().where(ApiToken.token == result))): continue return result @@ -1677,7 +1676,7 @@ class MessageAgentThought(Base): 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 = db.Column(sa.Text, nullable=True) + answer = mapped_column(sa.Text, nullable=True) answer_token: Mapped[Optional[int]] = 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")) diff --git a/api/models/provider.py b/api/models/provider.py index e75b26fd31..18bf0ac5ad 100644 --- a/api/models/provider.py +++ b/api/models/provider.py @@ -274,7 +274,7 @@ class ProviderCredential(Base): sa.Index("provider_credential_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, server_default=text("uuidv7()")) 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) @@ -300,7 +300,7 @@ class ProviderModelCredential(Base): ), ) - id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuid_generate_v4()")) + id: Mapped[str] = mapped_column(StringUUID, server_default=text("uuidv7()")) 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) diff --git a/api/models/tools.py b/api/models/tools.py index e0c9fa6ffc..d88d817374 100644 --- a/api/models/tools.py +++ b/api/models/tools.py @@ -308,7 +308,7 @@ class MCPToolProvider(Base): @property def decrypted_server_url(self) -> str: - return cast(str, encrypter.decrypt_token(self.tenant_id, self.server_url)) + return encrypter.decrypt_token(self.tenant_id, self.server_url) @property def masked_server_url(self) -> str: diff --git a/api/models/workflow.py b/api/models/workflow.py index 2fea3fcd78..28bf683fb8 100644 --- a/api/models/workflow.py +++ b/api/models/workflow.py @@ -7,7 +7,7 @@ from typing import TYPE_CHECKING, Any, Optional, Union from uuid import uuid4 import sqlalchemy as sa -from sqlalchemy import DateTime, orm +from sqlalchemy import DateTime, exists, orm, select from core.file.constants import maybe_file_object from core.file.models import File @@ -38,7 +38,7 @@ from .engine import db from .enums import CreatorUserRole, DraftVariableType from .types import EnumText, StringUUID -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) class WorkflowType(Enum): @@ -336,12 +336,13 @@ class Workflow(Base): """ from models.tools import WorkflowToolProvider - return ( - db.session.query(WorkflowToolProvider) - .where(WorkflowToolProvider.tenant_id == self.tenant_id, WorkflowToolProvider.app_id == self.app_id) - .count() - > 0 + stmt = select( + exists().where( + WorkflowToolProvider.tenant_id == self.tenant_id, + WorkflowToolProvider.app_id == self.app_id, + ) ) + return db.session.execute(stmt).scalar_one() @property def environment_variables(self) -> Sequence[StringVariable | IntegerVariable | FloatVariable | SecretVariable]: @@ -834,6 +835,7 @@ class WorkflowAppLog(Base): __table_args__ = ( sa.PrimaryKeyConstraint("id", name="workflow_app_log_pkey"), sa.Index("workflow_app_log_app_idx", "tenant_id", "app_id"), + 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()")) @@ -921,7 +923,7 @@ def _naive_utc_datetime(): class WorkflowDraftVariable(Base): """`WorkflowDraftVariable` record variables and outputs generated during - debugging worfklow or chatflow. + debugging workflow or chatflow. IMPORTANT: This model maintains multiple invariant rules that must be preserved. Do not instantiate this class directly with the constructor. @@ -1055,7 +1057,7 @@ class WorkflowDraftVariable(Base): def get_selector(self) -> list[str]: selector = json.loads(self.selector) if not isinstance(selector, list): - _logger.error( + logger.error( "invalid selector loaded from database, type=%s, value=%s", type(selector), self.selector, diff --git a/api/mypy.ini b/api/mypy.ini index 44a01068e9..bd771a056f 100644 --- a/api/mypy.ini +++ b/api/mypy.ini @@ -20,3 +20,6 @@ ignore_missing_imports=True [mypy-flask_restx.inputs] ignore_missing_imports=True + +[mypy-google.cloud.storage] +ignore_missing_imports=True diff --git a/api/pyproject.toml b/api/pyproject.toml index 6aa4746d2f..3078202498 100644 --- a/api/pyproject.toml +++ b/api/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "dify-api" -version = "1.7.2" +version = "1.8.0" requires-python = ">=3.11,<3.13" dependencies = [ @@ -67,7 +67,7 @@ dependencies = [ "pydantic~=2.11.4", "pydantic-extra-types~=2.10.3", "pydantic-settings~=2.9.1", - "pyjwt~=2.8.0", + "pyjwt~=2.10.1", "pypdfium2==4.30.0", "python-docx~=1.1.0", "python-dotenv==1.0.1", @@ -77,9 +77,9 @@ dependencies = [ "resend~=2.9.0", "sentry-sdk[flask]~=2.28.0", "sqlalchemy~=2.0.29", - "starlette==0.41.0", + "starlette==0.47.2", "tiktoken~=0.9.0", - "transformers~=4.51.0", + "transformers~=4.53.0", "unstructured[docx,epub,md,ppt,pptx]~=0.16.1", "weave~=0.51.0", "yarl~=1.18.3", @@ -179,7 +179,7 @@ storage = [ "google-cloud-storage==2.16.0", "opendal~=0.45.16", "oss2==2.18.5", - "supabase~=2.8.1", + "supabase~=2.18.1", "tos~=2.7.1", ] diff --git a/api/schedule/check_upgradable_plugin_task.py b/api/schedule/check_upgradable_plugin_task.py index e27391b558..08a5cfce79 100644 --- a/api/schedule/check_upgradable_plugin_task.py +++ b/api/schedule/check_upgradable_plugin_task.py @@ -20,7 +20,7 @@ def check_upgradable_plugin_task(): strategies = ( db.session.query(TenantPluginAutoUpgradeStrategy) - .filter( + .where( TenantPluginAutoUpgradeStrategy.upgrade_time_of_day >= now_seconds_of_day, TenantPluginAutoUpgradeStrategy.upgrade_time_of_day < now_seconds_of_day + AUTO_UPGRADE_MINIMAL_CHECKING_INTERVAL, diff --git a/api/schedule/clean_messages.py b/api/schedule/clean_messages.py index a896c818a5..65038dce4d 100644 --- a/api/schedule/clean_messages.py +++ b/api/schedule/clean_messages.py @@ -21,7 +21,7 @@ from models.model import ( from models.web import SavedMessage from services.feature_service import FeatureService -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) @app.celery.task(queue="dataset") @@ -47,10 +47,9 @@ def clean_messages(): if not messages: break for message in messages: - plan_sandbox_clean_message_day = message.created_at app = db.session.query(App).filter_by(id=message.app_id).first() if not app: - _logger.warning( + logger.warning( "Expected App record to exist, but none was found, app_id=%s, message_id=%s", message.app_id, message.id, diff --git a/api/schedule/clean_workflow_runlogs_precise.py b/api/schedule/clean_workflow_runlogs_precise.py index 8c21be01dc..1a0362ec38 100644 --- a/api/schedule/clean_workflow_runlogs_precise.py +++ b/api/schedule/clean_workflow_runlogs_precise.py @@ -19,7 +19,7 @@ from models.model import ( ) from models.workflow import ConversationVariable, WorkflowAppLog, WorkflowNodeExecutionModel, WorkflowRun -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) MAX_RETRIES = 3 @@ -39,9 +39,9 @@ def clean_workflow_runlogs_precise(): try: total_workflow_runs = db.session.query(WorkflowRun).where(WorkflowRun.created_at < cutoff_date).count() if total_workflow_runs == 0: - _logger.info("No expired workflow run logs found") + logger.info("No expired workflow run logs found") return - _logger.info("Found %s expired workflow run logs to clean", total_workflow_runs) + logger.info("Found %s expired workflow run logs to clean", total_workflow_runs) total_deleted = 0 failed_batches = 0 @@ -66,20 +66,20 @@ def clean_workflow_runlogs_precise(): else: failed_batches += 1 if failed_batches >= MAX_RETRIES: - _logger.error("Failed to delete batch after %s retries, aborting cleanup for today", MAX_RETRIES) + logger.error("Failed to delete batch after %s retries, aborting cleanup for today", MAX_RETRIES) break else: # Calculate incremental delay times: 5, 10, 15 minutes retry_delay_minutes = failed_batches * 5 - _logger.warning("Batch deletion failed, retrying in %s minutes...", retry_delay_minutes) + logger.warning("Batch deletion failed, retrying in %s minutes...", retry_delay_minutes) time.sleep(retry_delay_minutes * 60) continue - _logger.info("Cleanup completed: %s expired workflow run logs deleted", total_deleted) + logger.info("Cleanup completed: %s expired workflow run logs deleted", total_deleted) except Exception as e: db.session.rollback() - _logger.exception("Unexpected error in workflow log cleanup") + logger.exception("Unexpected error in workflow log cleanup") raise end_at = time.perf_counter() @@ -93,7 +93,7 @@ def _delete_batch_with_retry(workflow_run_ids: list[str], attempt_count: int) -> with db.session.begin_nested(): message_data = ( db.session.query(Message.id, Message.conversation_id) - .filter(Message.workflow_run_id.in_(workflow_run_ids)) + .where(Message.workflow_run_id.in_(workflow_run_ids)) .all() ) message_id_list = [msg.id for msg in message_data] @@ -151,5 +151,5 @@ def _delete_batch_with_retry(workflow_run_ids: list[str], attempt_count: int) -> except Exception as e: db.session.rollback() - _logger.exception("Batch deletion failed (attempt %s)", attempt_count + 1) + logger.exception("Batch deletion failed (attempt %s)", attempt_count + 1) return False diff --git a/api/schedule/mail_clean_document_notify_task.py b/api/schedule/mail_clean_document_notify_task.py index 03ef9062bd..9e32ecc716 100644 --- a/api/schedule/mail_clean_document_notify_task.py +++ b/api/schedule/mail_clean_document_notify_task.py @@ -13,6 +13,8 @@ from models.account import Account, Tenant, TenantAccountJoin from models.dataset import Dataset, DatasetAutoDisableLog from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @app.celery.task(queue="dataset") def mail_clean_document_notify_task(): @@ -24,7 +26,7 @@ def mail_clean_document_notify_task(): if not mail.is_inited(): return - logging.info(click.style("Start send document clean notify mail", fg="green")) + logger.info(click.style("Start send document clean notify mail", fg="green")) start_at = time.perf_counter() # send document clean notify mail @@ -89,8 +91,6 @@ def mail_clean_document_notify_task(): dataset_auto_disable_log.notified = True db.session.commit() end_at = time.perf_counter() - logging.info( - click.style(f"Send document clean notify mail succeeded: latency: {end_at - start_at}", fg="green") - ) + logger.info(click.style(f"Send document clean notify mail succeeded: latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Send document clean notify mail failed") + logger.exception("Send document clean notify mail failed") diff --git a/api/schedule/queue_monitor_task.py b/api/schedule/queue_monitor_task.py index 5868450a14..4072d9db82 100644 --- a/api/schedule/queue_monitor_task.py +++ b/api/schedule/queue_monitor_task.py @@ -18,6 +18,8 @@ celery_redis = Redis( db=int(redis_config.get("virtual_host")) if redis_config.get("virtual_host") else 1, ) +logger = logging.getLogger(__name__) + @app.celery.task(queue="monitor") def queue_monitor_task(): @@ -25,27 +27,27 @@ def queue_monitor_task(): threshold = dify_config.QUEUE_MONITOR_THRESHOLD if threshold is None: - logging.warning(click.style("QUEUE_MONITOR_THRESHOLD is not configured, skipping monitoring", fg="yellow")) + logger.warning(click.style("QUEUE_MONITOR_THRESHOLD is not configured, skipping monitoring", fg="yellow")) return try: queue_length = celery_redis.llen(f"{queue_name}") - logging.info(click.style(f"Start monitor {queue_name}", fg="green")) + logger.info(click.style(f"Start monitor {queue_name}", fg="green")) if queue_length is None: - logging.error( + logger.error( click.style(f"Failed to get queue length for {queue_name} - Redis may be unavailable", fg="red") ) return - logging.info(click.style(f"Queue length: {queue_length}", fg="green")) + logger.info(click.style(f"Queue length: {queue_length}", fg="green")) if queue_length >= threshold: warning_msg = f"Queue {queue_name} task count exceeded the limit.: {queue_length}/{threshold}" logging.warning(click.style(warning_msg, fg="red")) - alter_emails = dify_config.QUEUE_MONITOR_ALERT_EMAILS - if alter_emails: - to_list = alter_emails.split(",") + alert_emails = dify_config.QUEUE_MONITOR_ALERT_EMAILS + if alert_emails: + to_list = alert_emails.split(",") email_service = get_email_i18n_service() for to in to_list: try: @@ -62,10 +64,10 @@ def queue_monitor_task(): }, ) except Exception as e: - logging.exception(click.style("Exception occurred during sending email", fg="red")) + logger.exception(click.style("Exception occurred during sending email", fg="red")) except Exception as e: - logging.exception(click.style("Exception occurred during queue monitoring", fg="red")) + logger.exception(click.style("Exception occurred during queue monitoring", fg="red")) finally: if db.session.is_active: db.session.close() diff --git a/api/services/account_service.py b/api/services/account_service.py index 0bb903fbbc..50ce171ded 100644 --- a/api/services/account_service.py +++ b/api/services/account_service.py @@ -67,6 +67,8 @@ from tasks.mail_owner_transfer_task import ( ) from tasks.mail_reset_password_task import send_reset_password_mail_task +logger = logging.getLogger(__name__) + class TokenPair(BaseModel): access_token: str @@ -144,7 +146,7 @@ class AccountService: account.last_active_at = naive_utc_now() db.session.commit() - return cast(Account, account) + return account @staticmethod def get_account_jwt_token(account: Account) -> str: @@ -189,7 +191,7 @@ class AccountService: db.session.commit() - return cast(Account, account) + return account @staticmethod def update_account_password(account, password, new_password): @@ -332,9 +334,9 @@ class AccountService: db.session.add(account_integrate) db.session.commit() - logging.info("Account %s linked %s account %s.", account.id, provider, open_id) + logger.info("Account %s linked %s account %s.", account.id, provider, open_id) except Exception as e: - logging.exception("Failed to link %s account %s to Account %s", provider, open_id, account.id) + logger.exception("Failed to link %s account %s to Account %s", provider, open_id, account.id) raise LinkAccountIntegrateError("Failed to link account.") from e @staticmethod @@ -925,7 +927,7 @@ class TenantService: """Create tenant member""" if role == TenantAccountRole.OWNER.value: if TenantService.has_roles(tenant, [TenantAccountRole.OWNER]): - logging.error("Tenant %s has already an owner.", tenant.id) + logger.error("Tenant %s has already an owner.", tenant.id) raise Exception("Tenant already has an owner.") ta = db.session.query(TenantAccountJoin).filter_by(tenant_id=tenant.id, account_id=account.id).first() @@ -1125,7 +1127,7 @@ class TenantService: def get_custom_config(tenant_id: str) -> dict: tenant = db.get_or_404(Tenant, tenant_id) - return cast(dict, tenant.custom_config_dict) + return tenant.custom_config_dict @staticmethod def is_owner(account: Account, tenant: Tenant) -> bool: @@ -1177,7 +1179,7 @@ class RegisterService: db.session.query(Tenant).delete() db.session.commit() - logging.exception("Setup account failed, email: %s, name: %s", email, name) + logger.exception("Setup account failed, email: %s, name: %s", email, name) raise ValueError(f"Setup failed: {e}") @classmethod @@ -1222,15 +1224,15 @@ class RegisterService: db.session.commit() except WorkSpaceNotAllowedCreateError: db.session.rollback() - logging.exception("Register failed") + logger.exception("Register failed") raise AccountRegisterError("Workspace is not allowed to create.") except AccountRegisterError as are: db.session.rollback() - logging.exception("Register failed") + logger.exception("Register failed") raise are except Exception as e: db.session.rollback() - logging.exception("Register failed") + logger.exception("Register failed") raise AccountRegisterError(f"Registration failed: {e}") from e return account diff --git a/api/services/annotation_service.py b/api/services/annotation_service.py index 45b246af1e..9ee92bc2dc 100644 --- a/api/services/annotation_service.py +++ b/api/services/annotation_service.py @@ -1,5 +1,5 @@ import uuid -from typing import cast +from typing import Optional import pandas as pd from flask_login import current_user @@ -40,7 +40,7 @@ class AppAnnotationService: if not message: raise NotFound("Message Not Exists.") - annotation = message.annotation + annotation: Optional[MessageAnnotation] = message.annotation # save the message annotation if annotation: annotation.content = args["answer"] @@ -70,7 +70,7 @@ class AppAnnotationService: app_id, annotation_setting.collection_binding_id, ) - return cast(MessageAnnotation, annotation) + return annotation @classmethod def enable_app_annotation(cls, args: dict, app_id: str) -> dict: @@ -282,7 +282,7 @@ class AppAnnotationService: annotations_to_delete = ( db.session.query(MessageAnnotation, AppAnnotationSetting) .outerjoin(AppAnnotationSetting, MessageAnnotation.app_id == AppAnnotationSetting.app_id) - .filter(MessageAnnotation.id.in_(annotation_ids)) + .where(MessageAnnotation.id.in_(annotation_ids)) .all() ) @@ -493,7 +493,7 @@ class AppAnnotationService: def clear_all_annotations(cls, app_id: str) -> dict: app = ( db.session.query(App) - .filter(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal") + .where(App.id == app_id, App.tenant_id == current_user.current_tenant_id, App.status == "normal") .first() ) diff --git a/api/services/app_dsl_service.py b/api/services/app_dsl_service.py index 2aa9f6cabd..18c72ebde2 100644 --- a/api/services/app_dsl_service.py +++ b/api/services/app_dsl_service.py @@ -42,7 +42,7 @@ IMPORT_INFO_REDIS_KEY_PREFIX = "app_import_info:" CHECK_DEPENDENCIES_REDIS_KEY_PREFIX = "app_check_dependencies:" IMPORT_INFO_REDIS_EXPIRY = 10 * 60 # 10 minutes DSL_MAX_SIZE = 10 * 1024 * 1024 # 10MB -CURRENT_DSL_VERSION = "0.3.1" +CURRENT_DSL_VERSION = "0.4.0" class ImportMode(StrEnum): diff --git a/api/services/app_generate_service.py b/api/services/app_generate_service.py index 6792324ec8..3861764f12 100644 --- a/api/services/app_generate_service.py +++ b/api/services/app_generate_service.py @@ -55,7 +55,7 @@ class AppGenerateService: cls.system_rate_limiter.increment_rate_limit(app_model.tenant_id) # app level rate limiter - max_active_request = AppGenerateService._get_max_active_requests(app_model) + max_active_request = cls._get_max_active_requests(app_model) rate_limit = RateLimit(app_model.id, max_active_request) request_id = RateLimit.gen_request_key() try: diff --git a/api/services/app_service.py b/api/services/app_service.py index 0f22666d5a..80fe45aa21 100644 --- a/api/services/app_service.py +++ b/api/services/app_service.py @@ -25,6 +25,8 @@ from services.feature_service import FeatureService from services.tag_service import TagService from tasks.remove_app_and_related_data_task import remove_app_and_related_data_task +logger = logging.getLogger(__name__) + class AppService: def get_paginate_apps(self, user_id: str, tenant_id: str, args: dict) -> Pagination | None: @@ -95,7 +97,7 @@ class AppService: except (ProviderTokenNotInitError, LLMBadRequestError): model_instance = None except Exception as e: - logging.exception("Get default model instance failed, tenant_id: %s", tenant_id) + logger.exception("Get default model instance failed, tenant_id: %s", tenant_id) model_instance = None if model_instance: diff --git a/api/services/clear_free_plan_tenant_expired_logs.py b/api/services/clear_free_plan_tenant_expired_logs.py index b28afcaa41..de00e74637 100644 --- a/api/services/clear_free_plan_tenant_expired_logs.py +++ b/api/services/clear_free_plan_tenant_expired_logs.py @@ -62,7 +62,7 @@ class ClearFreePlanTenantExpiredLogs: # Query records related to expired messages records = ( session.query(model) - .filter( + .where( model.message_id.in_(batch_message_ids), # type: ignore ) .all() @@ -101,7 +101,7 @@ class ClearFreePlanTenantExpiredLogs: except Exception: logger.exception("Failed to save %s records", table_name) - session.query(model).filter( + session.query(model).where( model.id.in_(record_ids), # type: ignore ).delete(synchronize_session=False) @@ -295,7 +295,7 @@ class ClearFreePlanTenantExpiredLogs: with Session(db.engine).no_autoflush as session: workflow_app_logs = ( session.query(WorkflowAppLog) - .filter( + .where( WorkflowAppLog.tenant_id == tenant_id, WorkflowAppLog.created_at < datetime.datetime.now() - datetime.timedelta(days=days), ) @@ -321,9 +321,9 @@ class ClearFreePlanTenantExpiredLogs: workflow_app_log_ids = [workflow_app_log.id for workflow_app_log in workflow_app_logs] # delete workflow app logs - session.query(WorkflowAppLog).filter( - WorkflowAppLog.id.in_(workflow_app_log_ids), - ).delete(synchronize_session=False) + session.query(WorkflowAppLog).where(WorkflowAppLog.id.in_(workflow_app_log_ids)).delete( + synchronize_session=False + ) session.commit() click.echo( diff --git a/api/services/dataset_service.py b/api/services/dataset_service.py index fc2cbba78b..d3a98bf0a8 100644 --- a/api/services/dataset_service.py +++ b/api/services/dataset_service.py @@ -9,7 +9,7 @@ from collections import Counter from typing import Any, Literal, Optional from flask_login import current_user -from sqlalchemy import func, select +from sqlalchemy import exists, func, select from sqlalchemy.orm import Session from werkzeug.exceptions import NotFound @@ -76,6 +76,8 @@ from tasks.remove_document_from_index_task import remove_document_from_index_tas from tasks.retry_document_indexing_task import retry_document_indexing_task from tasks.sync_website_document_indexing_task import sync_website_document_indexing_task +logger = logging.getLogger(__name__) + class DatasetService: @staticmethod @@ -615,7 +617,7 @@ class DatasetService: ) except ProviderTokenNotInitError: # If we can't get the embedding model, preserve existing settings - logging.warning( + logger.warning( "Failed to initialize embedding model %s/%s, preserving existing settings", data["embedding_model_provider"], data["embedding_model"], @@ -653,19 +655,17 @@ class DatasetService: @staticmethod def dataset_use_check(dataset_id) -> bool: - count = db.session.query(AppDatasetJoin).filter_by(dataset_id=dataset_id).count() - if count > 0: - return True - return False + stmt = select(exists().where(AppDatasetJoin.dataset_id == dataset_id)) + return db.session.execute(stmt).scalar_one() @staticmethod def check_dataset_permission(dataset, user): if dataset.tenant_id != user.current_tenant_id: - logging.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) + logger.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) raise NoPermissionError("You do not have permission to access this dataset.") if user.current_role != TenantAccountRole.OWNER: if dataset.permission == DatasetPermissionEnum.ONLY_ME and dataset.created_by != user.id: - logging.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) + logger.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) raise NoPermissionError("You do not have permission to access this dataset.") if dataset.permission == DatasetPermissionEnum.PARTIAL_TEAM: # For partial team permission, user needs explicit permission or be the creator @@ -674,7 +674,7 @@ class DatasetService: db.session.query(DatasetPermission).filter_by(dataset_id=dataset.id, account_id=user.id).first() ) if not user_permission: - logging.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) + logger.debug("User %s does not have permission to access dataset %s", user.id, dataset.id) raise NoPermissionError("You do not have permission to access this dataset.") @staticmethod @@ -1149,7 +1149,7 @@ class DocumentService: "search_method": RetrievalMethod.SEMANTIC_SEARCH.value, "reranking_enable": False, "reranking_model": {"reranking_provider_name": "", "reranking_model_name": ""}, - "top_k": 2, + "top_k": 4, "score_threshold_enabled": False, } @@ -1190,7 +1190,7 @@ class DocumentService: created_by=account.id, ) else: - logging.warning( + logger.warning( "Invalid process rule mode: %s, can not find dataset process rule", process_rule.mode, ) @@ -1612,7 +1612,7 @@ class DocumentService: search_method=RetrievalMethod.SEMANTIC_SEARCH.value, reranking_enable=False, reranking_model=RerankingModel(reranking_provider_name="", reranking_model_name=""), - top_k=2, + top_k=4, score_threshold_enabled=False, ) # save dataset @@ -1882,7 +1882,7 @@ class DocumentService: task_func.delay(*task_args) except Exception as e: # Log the error but do not rollback the transaction - logging.exception("Error executing async task for document %s", update_info["document"].id) + logger.exception("Error executing async task for document %s", update_info["document"].id) # don't raise the error immediately, but capture it for later propagation_error = e try: @@ -1893,7 +1893,7 @@ class DocumentService: redis_client.setex(indexing_cache_key, 600, 1) except Exception as e: # Log the error but do not rollback the transaction - logging.exception("Error setting cache for document %s", update_info["document"].id) + logger.exception("Error setting cache for document %s", update_info["document"].id) # Raise any propagation error after all updates if propagation_error: raise propagation_error @@ -2059,7 +2059,7 @@ class SegmentService: try: VectorService.create_segments_vector([args["keywords"]], [segment_document], dataset, document.doc_form) except Exception as e: - logging.exception("create segment index failed") + logger.exception("create segment index failed") segment_document.enabled = False segment_document.disabled_at = naive_utc_now() segment_document.status = "error" @@ -2142,7 +2142,7 @@ class SegmentService: # save vector index VectorService.create_segments_vector(keywords_list, pre_segment_data_list, dataset, document.doc_form) except Exception as e: - logging.exception("create segment index failed") + logger.exception("create segment index failed") for segment_document in segment_data_list: segment_document.enabled = False segment_document.disabled_at = naive_utc_now() @@ -2314,7 +2314,7 @@ class SegmentService: VectorService.update_segment_vector(args.keywords, segment, dataset) except Exception as e: - logging.exception("update segment index failed") + logger.exception("update segment index failed") segment.enabled = False segment.disabled_at = naive_utc_now() segment.status = "error" @@ -2346,7 +2346,7 @@ class SegmentService: def delete_segments(cls, segment_ids: list, document: Document, dataset: Dataset): segments = ( db.session.query(DocumentSegment.index_node_id, DocumentSegment.word_count) - .filter( + .where( DocumentSegment.id.in_(segment_ids), DocumentSegment.dataset_id == dataset.id, DocumentSegment.document_id == document.id, @@ -2438,16 +2438,6 @@ class SegmentService: with redis_client.lock(lock_name, timeout=20): index_node_id = str(uuid.uuid4()) index_node_hash = helper.generate_text_hash(content) - child_chunk_count = ( - db.session.query(ChildChunk) - .where( - ChildChunk.tenant_id == current_user.current_tenant_id, - ChildChunk.dataset_id == dataset.id, - ChildChunk.document_id == document.id, - ChildChunk.segment_id == segment.id, - ) - .count() - ) max_position = ( db.session.query(func.max(ChildChunk.position)) .where( @@ -2476,7 +2466,7 @@ class SegmentService: try: VectorService.create_child_chunk_vector(child_chunk, dataset) except Exception as e: - logging.exception("create child chunk index failed") + logger.exception("create child chunk index failed") db.session.rollback() raise ChildChunkIndexingError(str(e)) db.session.commit() @@ -2551,7 +2541,7 @@ class SegmentService: VectorService.update_child_chunk_vector(new_child_chunks, update_child_chunks, delete_child_chunks, dataset) db.session.commit() except Exception as e: - logging.exception("update child chunk index failed") + logger.exception("update child chunk index failed") db.session.rollback() raise ChildChunkIndexingError(str(e)) return sorted(new_child_chunks + update_child_chunks, key=lambda x: x.position) @@ -2575,7 +2565,7 @@ class SegmentService: VectorService.update_child_chunk_vector([], [child_chunk], [], dataset) db.session.commit() except Exception as e: - logging.exception("update child chunk index failed") + logger.exception("update child chunk index failed") db.session.rollback() raise ChildChunkIndexingError(str(e)) return child_chunk @@ -2586,7 +2576,7 @@ class SegmentService: try: VectorService.delete_child_chunk_vector(child_chunk, dataset) except Exception as e: - logging.exception("delete child chunk index failed") + logger.exception("delete child chunk index failed") db.session.rollback() raise ChildChunkDeleteIndexError(str(e)) db.session.commit() diff --git a/api/services/external_knowledge_service.py b/api/services/external_knowledge_service.py index 2f1babba6f..fcf57070ee 100644 --- a/api/services/external_knowledge_service.py +++ b/api/services/external_knowledge_service.py @@ -9,6 +9,7 @@ from sqlalchemy import select from constants import HIDDEN_VALUE from core.helper import ssrf_proxy from core.rag.entities.metadata_entities import MetadataCondition +from core.workflow.nodes.http_request.exc import InvalidHttpMethodError from extensions.ext_database import db from libs.datetime_utils import naive_utc_now from models.dataset import ( @@ -185,9 +186,19 @@ class ExternalDatasetService: "follow_redirects": True, } - response: httpx.Response = getattr(ssrf_proxy, settings.request_method)( - data=json.dumps(settings.params), files=files, **kwargs - ) + _METHOD_MAP = { + "get": ssrf_proxy.get, + "head": ssrf_proxy.head, + "post": ssrf_proxy.post, + "put": ssrf_proxy.put, + "delete": ssrf_proxy.delete, + "patch": ssrf_proxy.patch, + } + method_lc = settings.request_method.lower() + if method_lc not in _METHOD_MAP: + raise InvalidHttpMethodError(f"Invalid http method {settings.request_method}") + + response: httpx.Response = _METHOD_MAP[method_lc](data=json.dumps(settings.params), files=files, **kwargs) return response @staticmethod diff --git a/api/services/hit_testing_service.py b/api/services/hit_testing_service.py index 5a3f504035..bce28da032 100644 --- a/api/services/hit_testing_service.py +++ b/api/services/hit_testing_service.py @@ -12,11 +12,13 @@ from extensions.ext_database import db from models.account import Account from models.dataset import Dataset, DatasetQuery +logger = logging.getLogger(__name__) + default_retrieval_model = { "search_method": RetrievalMethod.SEMANTIC_SEARCH.value, "reranking_enable": False, "reranking_model": {"reranking_provider_name": "", "reranking_model_name": ""}, - "top_k": 2, + "top_k": 4, "score_threshold_enabled": False, } @@ -64,7 +66,7 @@ class HitTestingService: retrieval_method=retrieval_model.get("search_method", "semantic_search"), dataset_id=dataset.id, query=query, - top_k=retrieval_model.get("top_k", 2), + top_k=retrieval_model.get("top_k", 4), score_threshold=retrieval_model.get("score_threshold", 0.0) if retrieval_model["score_threshold_enabled"] else 0.0, @@ -77,7 +79,7 @@ class HitTestingService: ) end = time.perf_counter() - logging.debug("Hit testing retrieve in %s seconds", end - start) + 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 @@ -113,7 +115,7 @@ class HitTestingService: ) end = time.perf_counter() - logging.debug("External knowledge hit testing retrieve in %s seconds", end - start) + 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 diff --git a/api/services/message_service.py b/api/services/message_service.py index a19d6ee157..13c8e948ca 100644 --- a/api/services/message_service.py +++ b/api/services/message_service.py @@ -112,7 +112,9 @@ class MessageService: base_query = base_query.where(Message.conversation_id == conversation.id) # Check if include_ids is not None and not empty to avoid WHERE false condition - if include_ids is not None and len(include_ids) > 0: + if include_ids is not None: + if len(include_ids) == 0: + return InfiniteScrollPagination(data=[], limit=limit, has_more=False) base_query = base_query.where(Message.id.in_(include_ids)) if last_id: diff --git a/api/services/metadata_service.py b/api/services/metadata_service.py index fd222f59d3..05fa5a95bc 100644 --- a/api/services/metadata_service.py +++ b/api/services/metadata_service.py @@ -15,6 +15,8 @@ from services.entities.knowledge_entities.knowledge_entities import ( MetadataOperationData, ) +logger = logging.getLogger(__name__) + class MetadataService: @staticmethod @@ -90,7 +92,7 @@ class MetadataService: db.session.commit() return metadata # type: ignore except Exception: - logging.exception("Update metadata name failed") + logger.exception("Update metadata name failed") finally: redis_client.delete(lock_key) @@ -122,7 +124,7 @@ class MetadataService: db.session.commit() return metadata except Exception: - logging.exception("Delete metadata failed") + logger.exception("Delete metadata failed") finally: redis_client.delete(lock_key) @@ -161,7 +163,7 @@ class MetadataService: dataset.built_in_field_enabled = True db.session.commit() except Exception: - logging.exception("Enable built-in field failed") + logger.exception("Enable built-in field failed") finally: redis_client.delete(lock_key) @@ -192,7 +194,7 @@ class MetadataService: dataset.built_in_field_enabled = False db.session.commit() except Exception: - logging.exception("Disable built-in field failed") + logger.exception("Disable built-in field failed") finally: redis_client.delete(lock_key) @@ -230,7 +232,7 @@ class MetadataService: db.session.add(dataset_metadata_binding) db.session.commit() except Exception: - logging.exception("Update documents metadata failed") + logger.exception("Update documents metadata failed") finally: redis_client.delete(lock_key) diff --git a/api/services/model_provider_service.py b/api/services/model_provider_service.py index 67c3f0d6b2..9e9422f9f7 100644 --- a/api/services/model_provider_service.py +++ b/api/services/model_provider_service.py @@ -1,7 +1,7 @@ import logging from typing import Optional -from core.entities.model_entities import ModelStatus, ModelWithProviderEntity, ProviderModelWithStatusEntity +from core.entities.model_entities import ModelWithProviderEntity, ProviderModelWithStatusEntity from core.model_runtime.entities.model_entities import ModelType, ParameterRule from core.model_runtime.model_providers.model_provider_factory import ModelProviderFactory from core.provider_manager import ProviderManager @@ -380,7 +380,7 @@ class ModelProviderService: provider_configurations = self.provider_manager.get_configurations(tenant_id) # Get provider available models - models = provider_configurations.get_models(model_type=ModelType.value_of(model_type)) + models = provider_configurations.get_models(model_type=ModelType.value_of(model_type), only_active=True) # Group models by provider provider_models: dict[str, list[ModelWithProviderEntity]] = {} @@ -391,9 +391,6 @@ class ModelProviderService: if model.deprecated: continue - if model.status != ModelStatus.ACTIVE: - continue - provider_models[model.provider.provider].append(model) # convert to ProviderWithModelsResponse list diff --git a/api/services/oauth_server.py b/api/services/oauth_server.py new file mode 100644 index 0000000000..b722dbee22 --- /dev/null +++ b/api/services/oauth_server.py @@ -0,0 +1,94 @@ +import enum +import uuid + +from sqlalchemy import select +from sqlalchemy.orm import Session +from werkzeug.exceptions import BadRequest + +from extensions.ext_database import db +from extensions.ext_redis import redis_client +from models.account import Account +from models.model import OAuthProviderApp +from services.account_service import AccountService + + +class OAuthGrantType(enum.StrEnum): + AUTHORIZATION_CODE = "authorization_code" + REFRESH_TOKEN = "refresh_token" + + +OAUTH_AUTHORIZATION_CODE_REDIS_KEY = "oauth_provider:{client_id}:authorization_code:{code}" +OAUTH_ACCESS_TOKEN_REDIS_KEY = "oauth_provider:{client_id}:access_token:{token}" +OAUTH_ACCESS_TOKEN_EXPIRES_IN = 60 * 60 * 12 # 12 hours +OAUTH_REFRESH_TOKEN_REDIS_KEY = "oauth_provider:{client_id}:refresh_token:{token}" +OAUTH_REFRESH_TOKEN_EXPIRES_IN = 60 * 60 * 24 * 30 # 30 days + + +class OAuthServerService: + @staticmethod + def get_oauth_provider_app(client_id: str) -> OAuthProviderApp | None: + query = select(OAuthProviderApp).where(OAuthProviderApp.client_id == client_id) + + with Session(db.engine) as session: + return session.execute(query).scalar_one_or_none() + + @staticmethod + def sign_oauth_authorization_code(client_id: str, user_account_id: str) -> str: + code = str(uuid.uuid4()) + redis_key = OAUTH_AUTHORIZATION_CODE_REDIS_KEY.format(client_id=client_id, code=code) + redis_client.set(redis_key, user_account_id, ex=60 * 10) # 10 minutes + return code + + @staticmethod + def sign_oauth_access_token( + grant_type: OAuthGrantType, + code: str = "", + client_id: str = "", + refresh_token: str = "", + ) -> tuple[str, str]: + match grant_type: + case OAuthGrantType.AUTHORIZATION_CODE: + redis_key = OAUTH_AUTHORIZATION_CODE_REDIS_KEY.format(client_id=client_id, code=code) + user_account_id = redis_client.get(redis_key) + if not user_account_id: + raise BadRequest("invalid code") + + # delete code + redis_client.delete(redis_key) + + access_token = OAuthServerService._sign_oauth_access_token(client_id, user_account_id) + refresh_token = OAuthServerService._sign_oauth_refresh_token(client_id, user_account_id) + return access_token, refresh_token + case OAuthGrantType.REFRESH_TOKEN: + redis_key = OAUTH_REFRESH_TOKEN_REDIS_KEY.format(client_id=client_id, token=refresh_token) + user_account_id = redis_client.get(redis_key) + if not user_account_id: + raise BadRequest("invalid refresh token") + + access_token = OAuthServerService._sign_oauth_access_token(client_id, user_account_id) + return access_token, refresh_token + + @staticmethod + def _sign_oauth_access_token(client_id: str, user_account_id: str) -> str: + token = str(uuid.uuid4()) + redis_key = OAUTH_ACCESS_TOKEN_REDIS_KEY.format(client_id=client_id, token=token) + redis_client.set(redis_key, user_account_id, ex=OAUTH_ACCESS_TOKEN_EXPIRES_IN) + return token + + @staticmethod + def _sign_oauth_refresh_token(client_id: str, user_account_id: str) -> str: + token = str(uuid.uuid4()) + redis_key = OAUTH_REFRESH_TOKEN_REDIS_KEY.format(client_id=client_id, token=token) + redis_client.set(redis_key, user_account_id, ex=OAUTH_REFRESH_TOKEN_EXPIRES_IN) + return token + + @staticmethod + def validate_oauth_access_token(client_id: str, token: str) -> Account | None: + redis_key = OAUTH_ACCESS_TOKEN_REDIS_KEY.format(client_id=client_id, token=token) + user_account_id = redis_client.get(redis_key) + if not user_account_id: + return None + + user_id_str = user_account_id.decode("utf-8") + + return AccountService.load_user(user_id_str) diff --git a/api/services/ops_service.py b/api/services/ops_service.py index 7a9db7273e..2596e9f711 100644 --- a/api/services/ops_service.py +++ b/api/services/ops_service.py @@ -134,12 +134,21 @@ class OpsService: # get project url if tracing_provider in ("arize", "phoenix"): - project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + try: + project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + except Exception: + project_url = None elif tracing_provider == "langfuse": - project_key = OpsTraceManager.get_trace_config_project_key(tracing_config, tracing_provider) - project_url = f"{tracing_config.get('host')}/project/{project_key}" + try: + project_key = OpsTraceManager.get_trace_config_project_key(tracing_config, tracing_provider) + project_url = f"{tracing_config.get('host')}/project/{project_key}" + except Exception: + project_url = None elif tracing_provider in ("langsmith", "opik"): - project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + try: + project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + except Exception: + project_url = None else: project_url = None diff --git a/api/services/plugin/plugin_auto_upgrade_service.py b/api/services/plugin/plugin_auto_upgrade_service.py index 3774050445..174bed488d 100644 --- a/api/services/plugin/plugin_auto_upgrade_service.py +++ b/api/services/plugin/plugin_auto_upgrade_service.py @@ -10,7 +10,7 @@ class PluginAutoUpgradeService: with Session(db.engine) as session: return ( session.query(TenantPluginAutoUpgradeStrategy) - .filter(TenantPluginAutoUpgradeStrategy.tenant_id == tenant_id) + .where(TenantPluginAutoUpgradeStrategy.tenant_id == tenant_id) .first() ) @@ -26,7 +26,7 @@ class PluginAutoUpgradeService: with Session(db.engine) as session: exist_strategy = ( session.query(TenantPluginAutoUpgradeStrategy) - .filter(TenantPluginAutoUpgradeStrategy.tenant_id == tenant_id) + .where(TenantPluginAutoUpgradeStrategy.tenant_id == tenant_id) .first() ) if not exist_strategy: @@ -54,7 +54,7 @@ class PluginAutoUpgradeService: with Session(db.engine) as session: exist_strategy = ( session.query(TenantPluginAutoUpgradeStrategy) - .filter(TenantPluginAutoUpgradeStrategy.tenant_id == tenant_id) + .where(TenantPluginAutoUpgradeStrategy.tenant_id == tenant_id) .first() ) if not exist_strategy: diff --git a/api/services/tools/builtin_tools_manage_service.py b/api/services/tools/builtin_tools_manage_service.py index da0fc58566..71bc50017f 100644 --- a/api/services/tools/builtin_tools_manage_service.py +++ b/api/services/tools/builtin_tools_manage_service.py @@ -5,6 +5,7 @@ from collections.abc import Mapping from pathlib import Path from typing import Any, Optional +from sqlalchemy import exists, select from sqlalchemy.orm import Session from configs import dify_config @@ -190,11 +191,14 @@ class BuiltinToolManageService: # update name if provided if name and name != db_provider.name: # check if the name is already used - if ( - session.query(BuiltinToolProvider) - .filter_by(tenant_id=tenant_id, provider=provider, name=name) - .count() - > 0 + if session.scalar( + select( + exists().where( + BuiltinToolProvider.tenant_id == tenant_id, + BuiltinToolProvider.provider == provider, + BuiltinToolProvider.name == name, + ) + ) ): raise ValueError(f"the credential name '{name}' is already used") @@ -246,11 +250,14 @@ class BuiltinToolManageService: ) else: # check if the name is already used - if ( - session.query(BuiltinToolProvider) - .filter_by(tenant_id=tenant_id, provider=provider, name=name) - .count() - > 0 + if session.scalar( + select( + exists().where( + BuiltinToolProvider.tenant_id == tenant_id, + BuiltinToolProvider.provider == provider, + BuiltinToolProvider.name == name, + ) + ) ): raise ValueError(f"the credential name '{name}' is already used") @@ -453,7 +460,7 @@ class BuiltinToolManageService: check if oauth system client exists """ tool_provider = ToolProviderID(provider_name) - with Session(db.engine).no_autoflush as session: + with Session(db.engine, autoflush=False) as session: system_client: ToolOAuthSystemClient | None = ( session.query(ToolOAuthSystemClient) .filter_by(plugin_id=tool_provider.plugin_id, provider=tool_provider.provider_name) @@ -467,7 +474,7 @@ class BuiltinToolManageService: check if oauth custom client is enabled """ tool_provider = ToolProviderID(provider) - with Session(db.engine).no_autoflush as session: + with Session(db.engine, autoflush=False) as session: user_client: ToolOAuthTenantClient | None = ( session.query(ToolOAuthTenantClient) .filter_by( @@ -492,7 +499,7 @@ class BuiltinToolManageService: config=[x.to_basic_provider_config() for x in provider_controller.get_oauth_client_schema()], cache=NoOpProviderCredentialCache(), ) - with Session(db.engine).no_autoflush as session: + with Session(db.engine, autoflush=False) as session: user_client: ToolOAuthTenantClient | None = ( session.query(ToolOAuthTenantClient) .filter_by( @@ -546,54 +553,53 @@ class BuiltinToolManageService: # get all builtin providers provider_controllers = ToolManager.list_builtin_providers(tenant_id) - with db.session.no_autoflush: - # get all user added providers - db_providers: list[BuiltinToolProvider] = ToolManager.list_default_builtin_providers(tenant_id) + # get all user added providers + db_providers: list[BuiltinToolProvider] = ToolManager.list_default_builtin_providers(tenant_id) - # rewrite db_providers - for db_provider in db_providers: - db_provider.provider = str(ToolProviderID(db_provider.provider)) + # rewrite db_providers + for db_provider in db_providers: + db_provider.provider = str(ToolProviderID(db_provider.provider)) - # find provider - def find_provider(provider): - return next(filter(lambda db_provider: db_provider.provider == provider, db_providers), None) + # find provider + def find_provider(provider): + return next(filter(lambda db_provider: db_provider.provider == provider, db_providers), None) - result: list[ToolProviderApiEntity] = [] + result: list[ToolProviderApiEntity] = [] - for provider_controller in provider_controllers: - try: - # handle include, exclude - if is_filtered( - include_set=dify_config.POSITION_TOOL_INCLUDES_SET, # type: ignore - exclude_set=dify_config.POSITION_TOOL_EXCLUDES_SET, # type: ignore - data=provider_controller, - name_func=lambda x: x.identity.name, - ): - continue + for provider_controller in provider_controllers: + try: + # handle include, exclude + if is_filtered( + include_set=dify_config.POSITION_TOOL_INCLUDES_SET, # type: ignore + exclude_set=dify_config.POSITION_TOOL_EXCLUDES_SET, # type: ignore + data=provider_controller, + name_func=lambda x: x.identity.name, + ): + continue - # convert provider controller to user provider - user_builtin_provider = ToolTransformService.builtin_provider_to_user_provider( - provider_controller=provider_controller, - db_provider=find_provider(provider_controller.entity.identity.name), - decrypt_credentials=True, + # convert provider controller to user provider + user_builtin_provider = ToolTransformService.builtin_provider_to_user_provider( + provider_controller=provider_controller, + db_provider=find_provider(provider_controller.entity.identity.name), + decrypt_credentials=True, + ) + + # add icon + ToolTransformService.repack_provider(tenant_id=tenant_id, provider=user_builtin_provider) + + tools = provider_controller.get_tools() + for tool in tools or []: + user_builtin_provider.tools.append( + ToolTransformService.convert_tool_entity_to_api_entity( + tenant_id=tenant_id, + tool=tool, + labels=ToolLabelManager.get_tool_labels(provider_controller), + ) ) - # add icon - ToolTransformService.repack_provider(tenant_id=tenant_id, provider=user_builtin_provider) - - tools = provider_controller.get_tools() - for tool in tools or []: - user_builtin_provider.tools.append( - ToolTransformService.convert_tool_entity_to_api_entity( - tenant_id=tenant_id, - tool=tool, - labels=ToolLabelManager.get_tool_labels(provider_controller), - ) - ) - - result.append(user_builtin_provider) - except Exception as e: - raise e + result.append(user_builtin_provider) + except Exception as e: + raise e return BuiltinToolProviderSort.sort(result) @@ -604,7 +610,7 @@ class BuiltinToolManageService: 1.if the default provider exists, return the default provider 2.if the default provider does not exist, return the oldest provider """ - with Session(db.engine) as session: + with Session(db.engine, autoflush=False) as session: try: full_provider_name = provider_name provider_id_entity = ToolProviderID(provider_name) diff --git a/api/services/vector_service.py b/api/services/vector_service.py index f9ec054593..428abdde17 100644 --- a/api/services/vector_service.py +++ b/api/services/vector_service.py @@ -13,7 +13,7 @@ from models.dataset import ChildChunk, Dataset, DatasetProcessRule, DocumentSegm from models.dataset import Document as DatasetDocument from services.entities.knowledge_entities.knowledge_entities import ParentMode -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) class VectorService: @@ -27,7 +27,7 @@ class VectorService: if doc_form == IndexType.PARENT_CHILD_INDEX: dataset_document = db.session.query(DatasetDocument).filter_by(id=segment.document_id).first() if not dataset_document: - _logger.warning( + logger.warning( "Expected DatasetDocument record to exist, but none was found, document_id=%s, segment_id=%s", segment.document_id, segment.id, diff --git a/api/services/webapp_auth_service.py b/api/services/webapp_auth_service.py index 8d21335c86..bb46bf3090 100644 --- a/api/services/webapp_auth_service.py +++ b/api/services/webapp_auth_service.py @@ -1,7 +1,7 @@ import enum import secrets from datetime import UTC, datetime, timedelta -from typing import Any, Optional, cast +from typing import Any, Optional from werkzeug.exceptions import NotFound, Unauthorized @@ -42,7 +42,7 @@ class WebAppAuthService: if account.password is None or not compare_password(password, account.password, account.password_salt): raise AccountPasswordError("Invalid email or password.") - return cast(Account, account) + return account @classmethod def login(cls, account: Account) -> str: @@ -113,7 +113,7 @@ class WebAppAuthService: @classmethod def _get_account_jwt_token(cls, account: Account) -> str: - exp_dt = datetime.now(UTC) + timedelta(hours=dify_config.ACCESS_TOKEN_EXPIRE_MINUTES * 24) + exp_dt = datetime.now(UTC) + timedelta(minutes=dify_config.ACCESS_TOKEN_EXPIRE_MINUTES * 24) exp = int(exp_dt.timestamp()) payload = { diff --git a/api/services/workflow_draft_variable_service.py b/api/services/workflow_draft_variable_service.py index 9f01bcb668..b3b581093e 100644 --- a/api/services/workflow_draft_variable_service.py +++ b/api/services/workflow_draft_variable_service.py @@ -28,7 +28,7 @@ from models.enums import DraftVariableType from models.workflow import Workflow, WorkflowDraftVariable, is_system_variable_editable from repositories.factory import DifyAPIRepositoryFactory -_logger = logging.getLogger(__name__) +logger = logging.getLogger(__name__) @dataclasses.dataclass(frozen=True) @@ -242,7 +242,7 @@ class WorkflowDraftVariableService: if conv_var is None: self._session.delete(instance=variable) self._session.flush() - _logger.warning( + logger.warning( "Conversation variable not found for draft variable, id=%s, name=%s", variable.id, variable.name ) return None @@ -263,12 +263,12 @@ class WorkflowDraftVariableService: if variable.node_execution_id is None: self._session.delete(instance=variable) self._session.flush() - _logger.warning("draft variable has no node_execution_id, id=%s, name=%s", variable.id, variable.name) + logger.warning("draft variable has no node_execution_id, id=%s, name=%s", variable.id, variable.name) return None node_exec = self._api_node_execution_repo.get_execution_by_id(variable.node_execution_id) if node_exec is None: - _logger.warning( + logger.warning( "Node exectution not found for draft variable, id=%s, name=%s, node_execution_id=%s", variable.id, variable.name, @@ -351,7 +351,7 @@ class WorkflowDraftVariableService: return None segment = draft_var.get_value() if not isinstance(segment, StringSegment): - _logger.warning( + logger.warning( "sys.conversation_id variable is not a string: app_id=%s, id=%s", app_id, draft_var.id, @@ -681,7 +681,7 @@ class DraftVariableSaver: draft_vars = [] for name, value in output.items(): if not self._should_variable_be_saved(name): - _logger.debug( + logger.debug( "Skip saving variable as it has been excluded by its node_type, name=%s, node_type=%s", name, self._node_type, diff --git a/api/services/workflow_service.py b/api/services/workflow_service.py index d2715a61fe..3a68379789 100644 --- a/api/services/workflow_service.py +++ b/api/services/workflow_service.py @@ -5,7 +5,7 @@ from collections.abc import Callable, Generator, Mapping, Sequence from typing import Any, Optional, cast from uuid import uuid4 -from sqlalchemy import select +from sqlalchemy import exists, select from sqlalchemy.orm import Session, sessionmaker from core.app.app_config.entities import VariableEntityType @@ -87,15 +87,14 @@ class WorkflowService: ) def is_workflow_exist(self, app_model: App) -> bool: - return ( - db.session.query(Workflow) - .where( + stmt = select( + exists().where( Workflow.tenant_id == app_model.tenant_id, Workflow.app_id == app_model.id, Workflow.version == Workflow.VERSION_DRAFT, ) - .count() - ) > 0 + ) + return db.session.execute(stmt).scalar_one() def get_draft_workflow(self, app_model: App) -> Optional[Workflow]: """ diff --git a/api/tasks/add_document_to_index_task.py b/api/tasks/add_document_to_index_task.py index 8834229e16..5df9888acc 100644 --- a/api/tasks/add_document_to_index_task.py +++ b/api/tasks/add_document_to_index_task.py @@ -13,6 +13,8 @@ from libs.datetime_utils import naive_utc_now from models.dataset import DatasetAutoDisableLog, DocumentSegment from models.dataset import Document as DatasetDocument +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def add_document_to_index_task(dataset_document_id: str): @@ -22,12 +24,12 @@ def add_document_to_index_task(dataset_document_id: str): Usage: add_document_to_index_task.delay(dataset_document_id) """ - logging.info(click.style(f"Start add document to index: {dataset_document_id}", fg="green")) + logger.info(click.style(f"Start add document to index: {dataset_document_id}", fg="green")) start_at = time.perf_counter() dataset_document = db.session.query(DatasetDocument).where(DatasetDocument.id == dataset_document_id).first() if not dataset_document: - logging.info(click.style(f"Document not found: {dataset_document_id}", fg="red")) + logger.info(click.style(f"Document not found: {dataset_document_id}", fg="red")) db.session.close() return @@ -101,11 +103,11 @@ def add_document_to_index_task(dataset_document_id: str): db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Document added to index: {dataset_document.id} latency: {end_at - start_at}", fg="green") ) except Exception as e: - logging.exception("add document to index failed") + logger.exception("add document to index failed") dataset_document.enabled = False dataset_document.disabled_at = naive_utc_now() dataset_document.indexing_status = "error" diff --git a/api/tasks/annotation/add_annotation_to_index_task.py b/api/tasks/annotation/add_annotation_to_index_task.py index 5bf8e7c33e..23c49f2742 100644 --- a/api/tasks/annotation/add_annotation_to_index_task.py +++ b/api/tasks/annotation/add_annotation_to_index_task.py @@ -10,6 +10,8 @@ from extensions.ext_database import db from models.dataset import Dataset from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def add_annotation_to_index_task( @@ -25,7 +27,7 @@ def add_annotation_to_index_task( Usage: clean_dataset_task.delay(dataset_id, tenant_id, indexing_technique, index_struct) """ - logging.info(click.style(f"Start build index for annotation: {annotation_id}", fg="green")) + logger.info(click.style(f"Start build index for annotation: {annotation_id}", fg="green")) start_at = time.perf_counter() try: @@ -48,13 +50,13 @@ def add_annotation_to_index_task( vector.create([document], duplicate_check=True) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Build index successful for annotation: {annotation_id} latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Build index for annotation failed") + logger.exception("Build index for annotation failed") finally: db.session.close() diff --git a/api/tasks/annotation/batch_import_annotations_task.py b/api/tasks/annotation/batch_import_annotations_task.py index fd33feea16..8e46e8d0e3 100644 --- a/api/tasks/annotation/batch_import_annotations_task.py +++ b/api/tasks/annotation/batch_import_annotations_task.py @@ -13,6 +13,8 @@ from models.dataset import Dataset from models.model import App, AppAnnotationSetting, MessageAnnotation from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def batch_import_annotations_task(job_id: str, content_list: list[dict], app_id: str, tenant_id: str, user_id: str): @@ -25,7 +27,7 @@ def batch_import_annotations_task(job_id: str, content_list: list[dict], app_id: :param user_id: user_id """ - logging.info(click.style(f"Start batch import annotation: {job_id}", fg="green")) + logger.info(click.style(f"Start batch import annotation: {job_id}", fg="green")) start_at = time.perf_counter() indexing_cache_key = f"app_annotation_batch_import_{str(job_id)}" # get app info @@ -74,7 +76,7 @@ def batch_import_annotations_task(job_id: str, content_list: list[dict], app_id: db.session.commit() redis_client.setex(indexing_cache_key, 600, "completed") end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Build index successful for batch import annotation: {} latency: {}".format( job_id, end_at - start_at @@ -87,6 +89,6 @@ def batch_import_annotations_task(job_id: str, content_list: list[dict], app_id: redis_client.setex(indexing_cache_key, 600, "error") indexing_error_msg_key = f"app_annotation_batch_import_error_msg_{str(job_id)}" redis_client.setex(indexing_error_msg_key, 600, str(e)) - logging.exception("Build index for batch import annotations failed") + logger.exception("Build index for batch import annotations failed") finally: db.session.close() diff --git a/api/tasks/annotation/delete_annotation_index_task.py b/api/tasks/annotation/delete_annotation_index_task.py index 1894031a80..aa79c48878 100644 --- a/api/tasks/annotation/delete_annotation_index_task.py +++ b/api/tasks/annotation/delete_annotation_index_task.py @@ -9,13 +9,15 @@ from extensions.ext_database import db from models.dataset import Dataset from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def delete_annotation_index_task(annotation_id: str, app_id: str, tenant_id: str, collection_binding_id: str): """ Async delete annotation index task """ - logging.info(click.style(f"Start delete app annotation index: {app_id}", fg="green")) + logger.info(click.style(f"Start delete app annotation index: {app_id}", fg="green")) start_at = time.perf_counter() try: dataset_collection_binding = DatasetCollectionBindingService.get_dataset_collection_binding_by_id_and_type( @@ -33,10 +35,10 @@ def delete_annotation_index_task(annotation_id: str, app_id: str, tenant_id: str vector = Vector(dataset, attributes=["doc_id", "annotation_id", "app_id"]) vector.delete_by_metadata_field("annotation_id", annotation_id) except Exception: - logging.exception("Delete annotation index failed when annotation deleted.") + logger.exception("Delete annotation index failed when annotation deleted.") end_at = time.perf_counter() - logging.info(click.style(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("Annotation deleted index failed") + logger.exception("Annotation deleted index failed") finally: db.session.close() diff --git a/api/tasks/annotation/disable_annotation_reply_task.py b/api/tasks/annotation/disable_annotation_reply_task.py index a8375dfa26..c0020b29ed 100644 --- a/api/tasks/annotation/disable_annotation_reply_task.py +++ b/api/tasks/annotation/disable_annotation_reply_task.py @@ -3,6 +3,7 @@ import time import click from celery import shared_task +from sqlalchemy import exists, select from core.rag.datasource.vdb.vector_factory import Vector from extensions.ext_database import db @@ -10,26 +11,28 @@ from extensions.ext_redis import redis_client from models.dataset import Dataset from models.model import App, AppAnnotationSetting, MessageAnnotation +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str): """ Async enable annotation reply task """ - logging.info(click.style(f"Start delete app annotations index: {app_id}", fg="green")) + logger.info(click.style(f"Start delete app annotations index: {app_id}", fg="green")) start_at = time.perf_counter() # get app info app = db.session.query(App).where(App.id == app_id, App.tenant_id == tenant_id, App.status == "normal").first() - annotations_count = db.session.query(MessageAnnotation).where(MessageAnnotation.app_id == app_id).count() + annotations_exists = db.session.scalar(select(exists().where(MessageAnnotation.app_id == app_id))) if not app: - logging.info(click.style(f"App not found: {app_id}", fg="red")) + logger.info(click.style(f"App not found: {app_id}", fg="red")) db.session.close() return app_annotation_setting = db.session.query(AppAnnotationSetting).where(AppAnnotationSetting.app_id == app_id).first() if not app_annotation_setting: - logging.info(click.style(f"App annotation setting not found: {app_id}", fg="red")) + logger.info(click.style(f"App annotation setting not found: {app_id}", fg="red")) db.session.close() return @@ -45,11 +48,11 @@ def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str): ) try: - if annotations_count > 0: + if annotations_exists: vector = Vector(dataset, attributes=["doc_id", "annotation_id", "app_id"]) vector.delete() except Exception: - logging.exception("Delete annotation index failed when annotation deleted.") + logger.exception("Delete annotation index failed when annotation deleted.") redis_client.setex(disable_app_annotation_job_key, 600, "completed") # delete annotation setting @@ -57,9 +60,9 @@ def disable_annotation_reply_task(job_id: str, app_id: str, tenant_id: str): db.session.commit() end_at = time.perf_counter() - logging.info(click.style(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"App annotations index deleted : {app_id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("Annotation batch deleted index failed") + logger.exception("Annotation batch deleted index failed") redis_client.setex(disable_app_annotation_job_key, 600, "error") disable_app_annotation_error_key = f"disable_app_annotation_error_{str(job_id)}" redis_client.setex(disable_app_annotation_error_key, 600, str(e)) diff --git a/api/tasks/annotation/enable_annotation_reply_task.py b/api/tasks/annotation/enable_annotation_reply_task.py index 9ffaf81af6..3498e08426 100644 --- a/api/tasks/annotation/enable_annotation_reply_task.py +++ b/api/tasks/annotation/enable_annotation_reply_task.py @@ -13,6 +13,8 @@ from models.dataset import Dataset from models.model import App, AppAnnotationSetting, MessageAnnotation from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def enable_annotation_reply_task( @@ -27,13 +29,13 @@ def enable_annotation_reply_task( """ Async enable annotation reply task """ - logging.info(click.style(f"Start add app annotation to index: {app_id}", fg="green")) + logger.info(click.style(f"Start add app annotation to index: {app_id}", fg="green")) start_at = time.perf_counter() # get app info app = db.session.query(App).where(App.id == app_id, App.tenant_id == tenant_id, App.status == "normal").first() if not app: - logging.info(click.style(f"App not found: {app_id}", fg="red")) + logger.info(click.style(f"App not found: {app_id}", fg="red")) db.session.close() return @@ -68,7 +70,7 @@ def enable_annotation_reply_task( try: old_vector.delete() except Exception as e: - logging.info(click.style(f"Delete annotation index error: {str(e)}", fg="red")) + logger.info(click.style(f"Delete annotation index error: {str(e)}", fg="red")) annotation_setting.score_threshold = score_threshold annotation_setting.collection_binding_id = dataset_collection_binding.id annotation_setting.updated_user_id = user_id @@ -104,14 +106,14 @@ def enable_annotation_reply_task( try: vector.delete_by_metadata_field("app_id", app_id) except Exception as e: - logging.info(click.style(f"Delete annotation index error: {str(e)}", fg="red")) + logger.info(click.style(f"Delete annotation index error: {str(e)}", fg="red")) vector.create(documents) db.session.commit() redis_client.setex(enable_app_annotation_job_key, 600, "completed") end_at = time.perf_counter() - logging.info(click.style(f"App annotations added to index: {app_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"App annotations added to index: {app_id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("Annotation batch created index failed") + logger.exception("Annotation batch created index failed") redis_client.setex(enable_app_annotation_job_key, 600, "error") enable_app_annotation_error_key = f"enable_app_annotation_error_{str(job_id)}" redis_client.setex(enable_app_annotation_error_key, 600, str(e)) diff --git a/api/tasks/annotation/update_annotation_to_index_task.py b/api/tasks/annotation/update_annotation_to_index_task.py index 337434b768..957d8f7e45 100644 --- a/api/tasks/annotation/update_annotation_to_index_task.py +++ b/api/tasks/annotation/update_annotation_to_index_task.py @@ -10,6 +10,8 @@ from extensions.ext_database import db from models.dataset import Dataset from services.dataset_service import DatasetCollectionBindingService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def update_annotation_to_index_task( @@ -25,7 +27,7 @@ def update_annotation_to_index_task( Usage: clean_dataset_task.delay(dataset_id, tenant_id, indexing_technique, index_struct) """ - logging.info(click.style(f"Start update index for annotation: {annotation_id}", fg="green")) + logger.info(click.style(f"Start update index for annotation: {annotation_id}", fg="green")) start_at = time.perf_counter() try: @@ -49,13 +51,13 @@ def update_annotation_to_index_task( vector.delete_by_metadata_field("annotation_id", annotation_id) vector.add_texts([document]) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Build index successful for annotation: {annotation_id} latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Build index for annotation failed") + logger.exception("Build index for annotation failed") finally: db.session.close() diff --git a/api/tasks/batch_clean_document_task.py b/api/tasks/batch_clean_document_task.py index ed47b62e1b..08e2c4a556 100644 --- a/api/tasks/batch_clean_document_task.py +++ b/api/tasks/batch_clean_document_task.py @@ -11,6 +11,8 @@ from extensions.ext_storage import storage from models.dataset import Dataset, DocumentSegment from models.model import UploadFile +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form: str, file_ids: list[str]): @@ -23,7 +25,7 @@ def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form Usage: batch_clean_document_task.delay(document_ids, dataset_id) """ - logging.info(click.style("Start batch clean documents when documents deleted", fg="green")) + logger.info(click.style("Start batch clean documents when documents deleted", fg="green")) start_at = time.perf_counter() try: @@ -47,7 +49,7 @@ def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form if image_file and image_file.key: storage.delete(image_file.key) except Exception: - logging.exception( + logger.exception( "Delete image_files failed when storage deleted, \ image_upload_file_is: %s", upload_file_id, @@ -62,18 +64,18 @@ def batch_clean_document_task(document_ids: list[str], dataset_id: str, doc_form try: storage.delete(file.key) except Exception: - logging.exception("Delete file failed when document deleted, file_id: %s", file.id) + logger.exception("Delete file failed when document deleted, file_id: %s", file.id) db.session.delete(file) db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Cleaned documents when documents deleted latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Cleaned documents when documents deleted failed") + logger.exception("Cleaned documents when documents deleted failed") finally: db.session.close() diff --git a/api/tasks/batch_create_segment_to_index_task.py b/api/tasks/batch_create_segment_to_index_task.py index 50293f38a7..8f393ba019 100644 --- a/api/tasks/batch_create_segment_to_index_task.py +++ b/api/tasks/batch_create_segment_to_index_task.py @@ -21,6 +21,8 @@ from models.dataset import Dataset, Document, DocumentSegment from models.model import UploadFile from services.vector_service import VectorService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def batch_create_segment_to_index_task( @@ -42,7 +44,7 @@ def batch_create_segment_to_index_task( Usage: batch_create_segment_to_index_task.delay(job_id, upload_file_id, dataset_id, document_id, tenant_id, user_id) """ - logging.info(click.style(f"Start batch create segment jobId: {job_id}", fg="green")) + logger.info(click.style(f"Start batch create segment jobId: {job_id}", fg="green")) start_at = time.perf_counter() indexing_cache_key = f"segment_batch_import_{job_id}" @@ -142,14 +144,14 @@ def batch_create_segment_to_index_task( db.session.commit() redis_client.setex(indexing_cache_key, 600, "completed") end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Segment batch created job: {job_id} latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Segments batch created index failed") + logger.exception("Segments batch created index failed") redis_client.setex(indexing_cache_key, 600, "error") finally: db.session.close() diff --git a/api/tasks/clean_dataset_task.py b/api/tasks/clean_dataset_task.py index 3d3fadbd0a..a0a19042a3 100644 --- a/api/tasks/clean_dataset_task.py +++ b/api/tasks/clean_dataset_task.py @@ -20,6 +20,8 @@ from models.dataset import ( ) from models.model import UploadFile +logger = logging.getLogger(__name__) + # Add import statement for ValueError @shared_task(queue="dataset") @@ -42,7 +44,7 @@ def clean_dataset_task( Usage: clean_dataset_task.delay(dataset_id, tenant_id, indexing_technique, index_struct) """ - logging.info(click.style(f"Start clean dataset when dataset deleted: {dataset_id}", fg="green")) + logger.info(click.style(f"Start clean dataset when dataset deleted: {dataset_id}", fg="green")) start_at = time.perf_counter() try: @@ -63,7 +65,7 @@ def clean_dataset_task( from core.rag.index_processor.constant.index_type import IndexType doc_form = IndexType.PARAGRAPH_INDEX - logging.info( + logger.info( click.style(f"Invalid doc_form detected, using default index type for cleanup: {doc_form}", fg="yellow") ) @@ -72,18 +74,18 @@ def clean_dataset_task( try: index_processor = IndexProcessorFactory(doc_form).init_index_processor() index_processor.clean(dataset, None, with_keywords=True, delete_child_chunks=True) - logging.info(click.style(f"Successfully cleaned vector database for dataset: {dataset_id}", fg="green")) + logger.info(click.style(f"Successfully cleaned vector database for dataset: {dataset_id}", fg="green")) except Exception as index_cleanup_error: - logging.exception(click.style(f"Failed to clean vector database for dataset {dataset_id}", fg="red")) + logger.exception(click.style(f"Failed to clean vector database for dataset {dataset_id}", fg="red")) # Continue with document and segment deletion even if vector cleanup fails - logging.info( + logger.info( click.style(f"Continuing with document and segment deletion for dataset: {dataset_id}", fg="yellow") ) if documents is None or len(documents) == 0: - logging.info(click.style(f"No documents found for dataset: {dataset_id}", fg="green")) + logger.info(click.style(f"No documents found for dataset: {dataset_id}", fg="green")) else: - logging.info(click.style(f"Cleaning documents for dataset: {dataset_id}", fg="green")) + logger.info(click.style(f"Cleaning documents for dataset: {dataset_id}", fg="green")) for document in documents: db.session.delete(document) @@ -97,7 +99,7 @@ def clean_dataset_task( try: storage.delete(image_file.key) except Exception: - logging.exception( + logger.exception( "Delete image_files failed when storage deleted, \ image_upload_file_is: %s", upload_file_id, @@ -134,7 +136,7 @@ def clean_dataset_task( db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Cleaned dataset when dataset deleted: {dataset_id} latency: {end_at - start_at}", fg="green") ) except Exception: @@ -142,10 +144,10 @@ def clean_dataset_task( # This ensures the database session is properly cleaned up try: db.session.rollback() - logging.info(click.style(f"Rolled back database session for dataset: {dataset_id}", fg="yellow")) + logger.info(click.style(f"Rolled back database session for dataset: {dataset_id}", fg="yellow")) except Exception as rollback_error: - logging.exception("Failed to rollback database session") + logger.exception("Failed to rollback database session") - logging.exception("Cleaned dataset when dataset deleted failed") + logger.exception("Cleaned dataset when dataset deleted failed") finally: db.session.close() diff --git a/api/tasks/clean_document_task.py b/api/tasks/clean_document_task.py index c18329a9c2..6549ad04b5 100644 --- a/api/tasks/clean_document_task.py +++ b/api/tasks/clean_document_task.py @@ -12,6 +12,8 @@ from extensions.ext_storage import storage from models.dataset import Dataset, DatasetMetadataBinding, DocumentSegment from models.model import UploadFile +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_id: Optional[str]): @@ -24,7 +26,7 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i Usage: clean_document_task.delay(document_id, dataset_id) """ - logging.info(click.style(f"Start clean document when document deleted: {document_id}", fg="green")) + logger.info(click.style(f"Start clean document when document deleted: {document_id}", fg="green")) start_at = time.perf_counter() try: @@ -49,7 +51,7 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i try: storage.delete(image_file.key) except Exception: - logging.exception( + logger.exception( "Delete image_files failed when storage deleted, \ image_upload_file_is: %s", upload_file_id, @@ -64,7 +66,7 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i try: storage.delete(file.key) except Exception: - logging.exception("Delete file failed when document deleted, file_id: %s", file_id) + logger.exception("Delete file failed when document deleted, file_id: %s", file_id) db.session.delete(file) db.session.commit() @@ -76,13 +78,13 @@ def clean_document_task(document_id: str, dataset_id: str, doc_form: str, file_i db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Cleaned document when document deleted: {document_id} latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Cleaned document when document deleted failed") + logger.exception("Cleaned document when document deleted failed") finally: db.session.close() diff --git a/api/tasks/clean_notion_document_task.py b/api/tasks/clean_notion_document_task.py index 3ad6257cda..e7a61e22f2 100644 --- a/api/tasks/clean_notion_document_task.py +++ b/api/tasks/clean_notion_document_task.py @@ -8,6 +8,8 @@ from core.rag.index_processor.index_processor_factory import IndexProcessorFacto from extensions.ext_database import db from models.dataset import Dataset, Document, DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def clean_notion_document_task(document_ids: list[str], dataset_id: str): @@ -18,9 +20,7 @@ def clean_notion_document_task(document_ids: list[str], dataset_id: str): Usage: clean_notion_document_task.delay(document_ids, dataset_id) """ - logging.info( - click.style(f"Start clean document when import form notion document deleted: {dataset_id}", fg="green") - ) + logger.info(click.style(f"Start clean document when import form notion document deleted: {dataset_id}", fg="green")) start_at = time.perf_counter() try: @@ -43,7 +43,7 @@ def clean_notion_document_task(document_ids: list[str], dataset_id: str): db.session.delete(segment) db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Clean document when import form notion document deleted end :: {} latency: {}".format( dataset_id, end_at - start_at @@ -52,6 +52,6 @@ def clean_notion_document_task(document_ids: list[str], dataset_id: str): ) ) except Exception: - logging.exception("Cleaned document when import form notion document deleted failed") + logger.exception("Cleaned document when import form notion document deleted failed") finally: db.session.close() diff --git a/api/tasks/create_segment_to_index_task.py b/api/tasks/create_segment_to_index_task.py index db2f69596d..986e9dbc3c 100644 --- a/api/tasks/create_segment_to_index_task.py +++ b/api/tasks/create_segment_to_index_task.py @@ -12,6 +12,8 @@ from extensions.ext_redis import redis_client from libs.datetime_utils import naive_utc_now from models.dataset import DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] = None): @@ -21,12 +23,12 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] :param keywords: Usage: create_segment_to_index_task.delay(segment_id) """ - logging.info(click.style(f"Start create segment to index: {segment_id}", fg="green")) + logger.info(click.style(f"Start create segment to index: {segment_id}", fg="green")) start_at = time.perf_counter() segment = db.session.query(DocumentSegment).where(DocumentSegment.id == segment_id).first() if not segment: - logging.info(click.style(f"Segment not found: {segment_id}", fg="red")) + logger.info(click.style(f"Segment not found: {segment_id}", fg="red")) db.session.close() return @@ -58,17 +60,17 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] dataset = segment.dataset if not dataset: - logging.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) return dataset_document = segment.document if not dataset_document: - logging.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) return index_type = dataset.doc_form @@ -85,9 +87,9 @@ def create_segment_to_index_task(segment_id: str, keywords: Optional[list[str]] db.session.commit() end_at = time.perf_counter() - logging.info(click.style(f"Segment created to index: {segment.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segment created to index: {segment.id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("create segment to index failed") + logger.exception("create segment to index failed") segment.enabled = False segment.disabled_at = naive_utc_now() segment.status = "error" diff --git a/api/tasks/deal_dataset_vector_index_task.py b/api/tasks/deal_dataset_vector_index_task.py index 512ea1048a..23e929c57e 100644 --- a/api/tasks/deal_dataset_vector_index_task.py +++ b/api/tasks/deal_dataset_vector_index_task.py @@ -12,6 +12,8 @@ from extensions.ext_database import db from models.dataset import Dataset, DocumentSegment from models.dataset import Document as DatasetDocument +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def deal_dataset_vector_index_task(dataset_id: str, action: Literal["remove", "add", "update"]): @@ -21,7 +23,7 @@ def deal_dataset_vector_index_task(dataset_id: str, action: Literal["remove", "a :param action: action Usage: deal_dataset_vector_index_task.delay(dataset_id, action) """ - logging.info(click.style(f"Start deal dataset vector index: {dataset_id}", fg="green")) + logger.info(click.style(f"Start deal dataset vector index: {dataset_id}", fg="green")) start_at = time.perf_counter() try: @@ -163,8 +165,8 @@ def deal_dataset_vector_index_task(dataset_id: str, action: Literal["remove", "a index_processor.clean(dataset, None, with_keywords=False, delete_child_chunks=False) end_at = time.perf_counter() - logging.info(click.style(f"Deal dataset vector index: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Deal dataset vector index: {dataset_id} latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Deal dataset vector index failed") + logger.exception("Deal dataset vector index failed") finally: db.session.close() diff --git a/api/tasks/delete_conversation_task.py b/api/tasks/delete_conversation_task.py index 4279dd2c17..dc2751a650 100644 --- a/api/tasks/delete_conversation_task.py +++ b/api/tasks/delete_conversation_task.py @@ -2,7 +2,7 @@ import logging import time import click -from celery import shared_task # type: ignore +from celery import shared_task from extensions.ext_database import db from models import ConversationVariable @@ -10,6 +10,8 @@ from models.model import Message, MessageAnnotation, MessageFeedback from models.tools import ToolConversationVariables, ToolFile from models.web import PinnedConversation +logger = logging.getLogger(__name__) + @shared_task(queue="conversation") def delete_conversation_related_data(conversation_id: str) -> None: @@ -20,7 +22,7 @@ def delete_conversation_related_data(conversation_id: str) -> None: conversation_id: conversation Id """ - logging.info( + logger.info( click.style(f"Starting to delete conversation data from db for conversation_id {conversation_id}", fg="green") ) start_at = time.perf_counter() @@ -53,7 +55,7 @@ def delete_conversation_related_data(conversation_id: str) -> None: db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Succeeded cleaning data from db for conversation_id {conversation_id} latency: {end_at - start_at}", fg="green", @@ -61,7 +63,7 @@ def delete_conversation_related_data(conversation_id: str) -> None: ) except Exception as e: - logging.exception("Failed to delete data from db for conversation_id: %s failed", conversation_id) + logger.exception("Failed to delete data from db for conversation_id: %s failed", conversation_id) db.session.rollback() raise e finally: diff --git a/api/tasks/delete_segment_from_index_task.py b/api/tasks/delete_segment_from_index_task.py index f091085fb8..0b750cf4db 100644 --- a/api/tasks/delete_segment_from_index_task.py +++ b/api/tasks/delete_segment_from_index_task.py @@ -8,6 +8,8 @@ from core.rag.index_processor.index_processor_factory import IndexProcessorFacto from extensions.ext_database import db from models.dataset import Dataset, Document +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def delete_segment_from_index_task(index_node_ids: list, dataset_id: str, document_id: str): @@ -19,7 +21,7 @@ def delete_segment_from_index_task(index_node_ids: list, dataset_id: str, docume Usage: delete_segment_from_index_task.delay(index_node_ids, dataset_id, document_id) """ - logging.info(click.style("Start delete segment from index", fg="green")) + logger.info(click.style("Start delete segment from index", fg="green")) start_at = time.perf_counter() try: dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() @@ -38,8 +40,8 @@ def delete_segment_from_index_task(index_node_ids: list, dataset_id: str, docume index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=True) end_at = time.perf_counter() - logging.info(click.style(f"Segment deleted from index latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segment deleted from index latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("delete segment from index failed") + logger.exception("delete segment from index failed") finally: db.session.close() diff --git a/api/tasks/disable_segment_from_index_task.py b/api/tasks/disable_segment_from_index_task.py index c813a9dca6..6b5f01b416 100644 --- a/api/tasks/disable_segment_from_index_task.py +++ b/api/tasks/disable_segment_from_index_task.py @@ -9,6 +9,8 @@ from extensions.ext_database import db from extensions.ext_redis import redis_client from models.dataset import DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def disable_segment_from_index_task(segment_id: str): @@ -18,17 +20,17 @@ def disable_segment_from_index_task(segment_id: str): Usage: disable_segment_from_index_task.delay(segment_id) """ - logging.info(click.style(f"Start disable segment from index: {segment_id}", fg="green")) + logger.info(click.style(f"Start disable segment from index: {segment_id}", fg="green")) start_at = time.perf_counter() segment = db.session.query(DocumentSegment).where(DocumentSegment.id == segment_id).first() if not segment: - logging.info(click.style(f"Segment not found: {segment_id}", fg="red")) + logger.info(click.style(f"Segment not found: {segment_id}", fg="red")) db.session.close() return if segment.status != "completed": - logging.info(click.style(f"Segment is not completed, disable is not allowed: {segment_id}", fg="red")) + logger.info(click.style(f"Segment is not completed, disable is not allowed: {segment_id}", fg="red")) db.session.close() return @@ -38,17 +40,17 @@ def disable_segment_from_index_task(segment_id: str): dataset = segment.dataset if not dataset: - logging.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) return dataset_document = segment.document if not dataset_document: - logging.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) return index_type = dataset_document.doc_form @@ -56,9 +58,9 @@ def disable_segment_from_index_task(segment_id: str): index_processor.clean(dataset, [segment.index_node_id]) end_at = time.perf_counter() - logging.info(click.style(f"Segment removed from index: {segment.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segment removed from index: {segment.id} latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("remove segment from index failed") + logger.exception("remove segment from index failed") segment.enabled = True db.session.commit() finally: diff --git a/api/tasks/disable_segments_from_index_task.py b/api/tasks/disable_segments_from_index_task.py index 252321ba83..d4899fe0e4 100644 --- a/api/tasks/disable_segments_from_index_task.py +++ b/api/tasks/disable_segments_from_index_task.py @@ -10,6 +10,8 @@ from extensions.ext_redis import redis_client from models.dataset import Dataset, DocumentSegment from models.dataset import Document as DatasetDocument +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def disable_segments_from_index_task(segment_ids: list, dataset_id: str, document_id: str): @@ -25,18 +27,18 @@ def disable_segments_from_index_task(segment_ids: list, dataset_id: str, documen dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if not dataset: - logging.info(click.style(f"Dataset {dataset_id} not found, pass.", fg="cyan")) + logger.info(click.style(f"Dataset {dataset_id} not found, pass.", fg="cyan")) db.session.close() return dataset_document = db.session.query(DatasetDocument).where(DatasetDocument.id == document_id).first() if not dataset_document: - logging.info(click.style(f"Document {document_id} not found, pass.", fg="cyan")) + logger.info(click.style(f"Document {document_id} not found, pass.", fg="cyan")) db.session.close() return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Document {document_id} status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Document {document_id} status is invalid, pass.", fg="cyan")) db.session.close() return # sync index processor @@ -61,7 +63,7 @@ def disable_segments_from_index_task(segment_ids: list, dataset_id: str, documen index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=False) end_at = time.perf_counter() - logging.info(click.style(f"Segments removed from index latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segments removed from index latency: {end_at - start_at}", fg="green")) except Exception: # update segment error msg db.session.query(DocumentSegment).where( diff --git a/api/tasks/document_indexing_sync_task.py b/api/tasks/document_indexing_sync_task.py index 4afd13eb13..687e3e9551 100644 --- a/api/tasks/document_indexing_sync_task.py +++ b/api/tasks/document_indexing_sync_task.py @@ -12,6 +12,8 @@ from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from models.source import DataSourceOauthBinding +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def document_indexing_sync_task(dataset_id: str, document_id: str): @@ -22,13 +24,13 @@ def document_indexing_sync_task(dataset_id: str, document_id: str): Usage: document_indexing_sync_task.delay(dataset_id, document_id) """ - logging.info(click.style(f"Start sync document: {document_id}", fg="green")) + logger.info(click.style(f"Start sync document: {document_id}", fg="green")) start_at = time.perf_counter() document = db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="red")) + logger.info(click.style(f"Document not found: {document_id}", fg="red")) db.session.close() return @@ -93,7 +95,7 @@ def document_indexing_sync_task(dataset_id: str, document_id: str): db.session.delete(segment) end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Cleaned document when document update data source or process rule: {} latency: {}".format( document_id, end_at - start_at @@ -102,16 +104,16 @@ def document_indexing_sync_task(dataset_id: str, document_id: str): ) ) except Exception: - logging.exception("Cleaned document when document update data source or process rule failed") + logger.exception("Cleaned document when document update data source or process rule failed") try: indexing_runner = IndexingRunner() indexing_runner.run([document]) end_at = time.perf_counter() - logging.info(click.style(f"update document: {document.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"update document: {document.id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("document_indexing_sync_task failed, document_id: %s", document_id) + logger.exception("document_indexing_sync_task failed, document_id: %s", document_id) finally: db.session.close() diff --git a/api/tasks/document_indexing_task.py b/api/tasks/document_indexing_task.py index c414b01d0e..012ae8f706 100644 --- a/api/tasks/document_indexing_task.py +++ b/api/tasks/document_indexing_task.py @@ -11,6 +11,8 @@ from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def document_indexing_task(dataset_id: str, document_ids: list): @@ -26,7 +28,7 @@ def document_indexing_task(dataset_id: str, document_ids: list): dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if not dataset: - logging.info(click.style(f"Dataset is not found: {dataset_id}", fg="yellow")) + logger.info(click.style(f"Dataset is not found: {dataset_id}", fg="yellow")) db.session.close() return # check document limit @@ -60,7 +62,7 @@ def document_indexing_task(dataset_id: str, document_ids: list): return for document_id in document_ids: - logging.info(click.style(f"Start process document: {document_id}", fg="green")) + logger.info(click.style(f"Start process document: {document_id}", fg="green")) document = ( db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() @@ -77,10 +79,10 @@ def document_indexing_task(dataset_id: str, document_ids: list): indexing_runner = IndexingRunner() indexing_runner.run(documents) end_at = time.perf_counter() - logging.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("Document indexing task failed, dataset_id: %s", dataset_id) + logger.exception("Document indexing task failed, dataset_id: %s", dataset_id) finally: db.session.close() diff --git a/api/tasks/document_indexing_update_task.py b/api/tasks/document_indexing_update_task.py index 31bbc8b570..48566b6104 100644 --- a/api/tasks/document_indexing_update_task.py +++ b/api/tasks/document_indexing_update_task.py @@ -10,6 +10,8 @@ from extensions.ext_database import db from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def document_indexing_update_task(dataset_id: str, document_id: str): @@ -20,13 +22,13 @@ def document_indexing_update_task(dataset_id: str, document_id: str): Usage: document_indexing_update_task.delay(dataset_id, document_id) """ - logging.info(click.style(f"Start update document: {document_id}", fg="green")) + logger.info(click.style(f"Start update document: {document_id}", fg="green")) start_at = time.perf_counter() document = db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="red")) + logger.info(click.style(f"Document not found: {document_id}", fg="red")) db.session.close() return @@ -54,7 +56,7 @@ def document_indexing_update_task(dataset_id: str, document_id: str): db.session.delete(segment) db.session.commit() end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Cleaned document when document update data source or process rule: {} latency: {}".format( document_id, end_at - start_at @@ -63,16 +65,16 @@ def document_indexing_update_task(dataset_id: str, document_id: str): ) ) except Exception: - logging.exception("Cleaned document when document update data source or process rule failed") + logger.exception("Cleaned document when document update data source or process rule failed") try: indexing_runner = IndexingRunner() indexing_runner.run([document]) end_at = time.perf_counter() - logging.info(click.style(f"update document: {document.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"update document: {document.id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("document_indexing_update_task failed, document_id: %s", document_id) + logger.exception("document_indexing_update_task failed, document_id: %s", document_id) finally: db.session.close() diff --git a/api/tasks/duplicate_document_indexing_task.py b/api/tasks/duplicate_document_indexing_task.py index f3850b7e3b..955e898ec1 100644 --- a/api/tasks/duplicate_document_indexing_task.py +++ b/api/tasks/duplicate_document_indexing_task.py @@ -12,6 +12,8 @@ from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def duplicate_document_indexing_task(dataset_id: str, document_ids: list): @@ -25,80 +27,80 @@ def duplicate_document_indexing_task(dataset_id: str, document_ids: list): documents = [] start_at = time.perf_counter() - dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() - if dataset is None: - logging.info(click.style(f"Dataset not found: {dataset_id}", fg="red")) - db.session.close() - return - - # check document limit - features = FeatureService.get_features(dataset.tenant_id) try: - if features.billing.enabled: - vector_space = features.vector_space - count = len(document_ids) - if features.billing.subscription.plan == "sandbox" and count > 1: - raise ValueError("Your current plan does not support batch upload, please upgrade your plan.") - batch_upload_limit = int(dify_config.BATCH_UPLOAD_LIMIT) - if count > batch_upload_limit: - raise ValueError(f"You have reached the batch upload limit of {batch_upload_limit}.") - if 0 < vector_space.limit <= vector_space.size: - raise ValueError( - "Your total number of documents plus the number of uploads have over the limit of " - "your subscription." + dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() + if dataset is None: + logger.info(click.style(f"Dataset not found: {dataset_id}", fg="red")) + db.session.close() + return + + # check document limit + features = FeatureService.get_features(dataset.tenant_id) + try: + if features.billing.enabled: + vector_space = features.vector_space + count = len(document_ids) + if features.billing.subscription.plan == "sandbox" and count > 1: + raise ValueError("Your current plan does not support batch upload, please upgrade your plan.") + batch_upload_limit = int(dify_config.BATCH_UPLOAD_LIMIT) + if count > batch_upload_limit: + raise ValueError(f"You have reached the batch upload limit of {batch_upload_limit}.") + if 0 < vector_space.limit <= vector_space.size: + raise ValueError( + "Your total number of documents plus the number of uploads have over the limit of " + "your subscription." + ) + except Exception as e: + for document_id in document_ids: + document = ( + db.session.query(Document) + .where(Document.id == document_id, Document.dataset_id == dataset_id) + .first() ) - except Exception as e: + if document: + document.indexing_status = "error" + document.error = str(e) + document.stopped_at = naive_utc_now() + db.session.add(document) + db.session.commit() + return + for document_id in document_ids: + logger.info(click.style(f"Start process document: {document_id}", fg="green")) + document = ( db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() ) + if document: - document.indexing_status = "error" - document.error = str(e) - document.stopped_at = naive_utc_now() + # clean old data + index_type = document.doc_form + index_processor = IndexProcessorFactory(index_type).init_index_processor() + + segments = db.session.query(DocumentSegment).where(DocumentSegment.document_id == document_id).all() + if segments: + index_node_ids = [segment.index_node_id for segment in segments] + + # delete from vector index + index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=True) + + for segment in segments: + db.session.delete(segment) + db.session.commit() + + document.indexing_status = "parsing" + document.processing_started_at = naive_utc_now() + documents.append(document) db.session.add(document) db.session.commit() - return - finally: - db.session.close() - for document_id in document_ids: - logging.info(click.style(f"Start process document: {document_id}", fg="green")) - - document = ( - db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() - ) - - if document: - # clean old data - index_type = document.doc_form - index_processor = IndexProcessorFactory(index_type).init_index_processor() - - segments = db.session.query(DocumentSegment).where(DocumentSegment.document_id == document_id).all() - if segments: - index_node_ids = [segment.index_node_id for segment in segments] - - # delete from vector index - index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=True) - - for segment in segments: - db.session.delete(segment) - db.session.commit() - - document.indexing_status = "parsing" - document.processing_started_at = naive_utc_now() - documents.append(document) - db.session.add(document) - db.session.commit() - - try: indexing_runner = IndexingRunner() indexing_runner.run(documents) end_at = time.perf_counter() - logging.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Processed dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("duplicate_document_indexing_task failed, dataset_id: %s", dataset_id) + logger.exception("duplicate_document_indexing_task failed, dataset_id: %s", dataset_id) finally: db.session.close() diff --git a/api/tasks/enable_segment_to_index_task.py b/api/tasks/enable_segment_to_index_task.py index a4bcc043e3..07c44f333e 100644 --- a/api/tasks/enable_segment_to_index_task.py +++ b/api/tasks/enable_segment_to_index_task.py @@ -12,6 +12,8 @@ from extensions.ext_redis import redis_client from libs.datetime_utils import naive_utc_now from models.dataset import DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def enable_segment_to_index_task(segment_id: str): @@ -21,17 +23,17 @@ def enable_segment_to_index_task(segment_id: str): Usage: enable_segment_to_index_task.delay(segment_id) """ - logging.info(click.style(f"Start enable segment to index: {segment_id}", fg="green")) + logger.info(click.style(f"Start enable segment to index: {segment_id}", fg="green")) start_at = time.perf_counter() segment = db.session.query(DocumentSegment).where(DocumentSegment.id == segment_id).first() if not segment: - logging.info(click.style(f"Segment not found: {segment_id}", fg="red")) + logger.info(click.style(f"Segment not found: {segment_id}", fg="red")) db.session.close() return if segment.status != "completed": - logging.info(click.style(f"Segment is not completed, enable is not allowed: {segment_id}", fg="red")) + logger.info(click.style(f"Segment is not completed, enable is not allowed: {segment_id}", fg="red")) db.session.close() return @@ -51,17 +53,17 @@ def enable_segment_to_index_task(segment_id: str): dataset = segment.dataset if not dataset: - logging.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no dataset, pass.", fg="cyan")) return dataset_document = segment.document if not dataset_document: - logging.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} has no document, pass.", fg="cyan")) return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Segment {segment.id} document status is invalid, pass.", fg="cyan")) return index_processor = IndexProcessorFactory(dataset_document.doc_form).init_index_processor() @@ -85,9 +87,9 @@ def enable_segment_to_index_task(segment_id: str): index_processor.load(dataset, [document]) end_at = time.perf_counter() - logging.info(click.style(f"Segment enabled to index: {segment.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segment enabled to index: {segment.id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("enable segment to index failed") + logger.exception("enable segment to index failed") segment.enabled = False segment.disabled_at = naive_utc_now() segment.status = "error" diff --git a/api/tasks/enable_segments_to_index_task.py b/api/tasks/enable_segments_to_index_task.py index 1db984f0d3..647664641d 100644 --- a/api/tasks/enable_segments_to_index_task.py +++ b/api/tasks/enable_segments_to_index_task.py @@ -13,6 +13,8 @@ from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, DocumentSegment from models.dataset import Document as DatasetDocument +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_id: str): @@ -27,17 +29,17 @@ def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_i start_at = time.perf_counter() dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if not dataset: - logging.info(click.style(f"Dataset {dataset_id} not found, pass.", fg="cyan")) + logger.info(click.style(f"Dataset {dataset_id} not found, pass.", fg="cyan")) return dataset_document = db.session.query(DatasetDocument).where(DatasetDocument.id == document_id).first() if not dataset_document: - logging.info(click.style(f"Document {document_id} not found, pass.", fg="cyan")) + logger.info(click.style(f"Document {document_id} not found, pass.", fg="cyan")) db.session.close() return if not dataset_document.enabled or dataset_document.archived or dataset_document.indexing_status != "completed": - logging.info(click.style(f"Document {document_id} status is invalid, pass.", fg="cyan")) + logger.info(click.style(f"Document {document_id} status is invalid, pass.", fg="cyan")) db.session.close() return # sync index processor @@ -53,7 +55,7 @@ def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_i .all() ) if not segments: - logging.info(click.style(f"Segments not found: {segment_ids}", fg="cyan")) + logger.info(click.style(f"Segments not found: {segment_ids}", fg="cyan")) db.session.close() return @@ -91,9 +93,9 @@ def enable_segments_to_index_task(segment_ids: list, dataset_id: str, document_i index_processor.load(dataset, documents) end_at = time.perf_counter() - logging.info(click.style(f"Segments enabled to index latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Segments enabled to index latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception("enable segments to index failed") + logger.exception("enable segments to index failed") # update segment error msg db.session.query(DocumentSegment).where( DocumentSegment.id.in_(segment_ids), diff --git a/api/tasks/mail_account_deletion_task.py b/api/tasks/mail_account_deletion_task.py index 43ddbfc03b..41e8bc9320 100644 --- a/api/tasks/mail_account_deletion_task.py +++ b/api/tasks/mail_account_deletion_task.py @@ -7,6 +7,8 @@ from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_deletion_success_task(to: str, language: str = "en-US") -> None: @@ -20,7 +22,7 @@ def send_deletion_success_task(to: str, language: str = "en-US") -> None: if not mail.is_inited(): return - logging.info(click.style(f"Start send account deletion success email to {to}", fg="green")) + logger.info(click.style(f"Start send account deletion success email to {to}", fg="green")) start_at = time.perf_counter() try: @@ -36,11 +38,11 @@ def send_deletion_success_task(to: str, language: str = "en-US") -> None: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Send account deletion success email to {to}: latency: {end_at - start_at}", fg="green") ) except Exception: - logging.exception("Send account deletion success email to %s failed", to) + logger.exception("Send account deletion success email to %s failed", to) @shared_task(queue="mail") @@ -56,7 +58,7 @@ def send_account_deletion_verification_code(to: str, code: str, language: str = if not mail.is_inited(): return - logging.info(click.style(f"Start send account deletion verification code email to {to}", fg="green")) + logger.info(click.style(f"Start send account deletion verification code email to {to}", fg="green")) start_at = time.perf_counter() try: @@ -72,7 +74,7 @@ def send_account_deletion_verification_code(to: str, code: str, language: str = ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( "Send account deletion verification code email to {} succeeded: latency: {}".format( to, end_at - start_at @@ -81,4 +83,4 @@ def send_account_deletion_verification_code(to: str, code: str, language: str = ) ) except Exception: - logging.exception("Send account deletion verification code email to %s failed", to) + logger.exception("Send account deletion verification code email to %s failed", to) diff --git a/api/tasks/mail_change_mail_task.py b/api/tasks/mail_change_mail_task.py index a56109705a..c090a84923 100644 --- a/api/tasks/mail_change_mail_task.py +++ b/api/tasks/mail_change_mail_task.py @@ -7,6 +7,8 @@ from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_change_mail_task(language: str, to: str, code: str, phase: str) -> None: @@ -22,7 +24,7 @@ def send_change_mail_task(language: str, to: str, code: str, phase: str) -> None if not mail.is_inited(): return - logging.info(click.style(f"Start change email mail to {to}", fg="green")) + logger.info(click.style(f"Start change email mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -35,9 +37,9 @@ def send_change_mail_task(language: str, to: str, code: str, phase: str) -> None ) end_at = time.perf_counter() - logging.info(click.style(f"Send change email mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Send change email mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Send change email mail to %s failed", to) + logger.exception("Send change email mail to %s failed", to) @shared_task(queue="mail") @@ -52,7 +54,7 @@ def send_change_mail_completed_notification_task(language: str, to: str) -> None if not mail.is_inited(): return - logging.info(click.style(f"Start change email completed notify mail to {to}", fg="green")) + logger.info(click.style(f"Start change email completed notify mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -68,11 +70,11 @@ def send_change_mail_completed_notification_task(language: str, to: str) -> None ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Send change email completed mail to {to} succeeded: latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("Send change email completed mail to %s failed", to) + logger.exception("Send change email completed mail to %s failed", to) diff --git a/api/tasks/mail_email_code_login.py b/api/tasks/mail_email_code_login.py index 53ea3709cd..126c169d04 100644 --- a/api/tasks/mail_email_code_login.py +++ b/api/tasks/mail_email_code_login.py @@ -7,6 +7,8 @@ from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_email_code_login_mail_task(language: str, to: str, code: str) -> None: @@ -21,7 +23,7 @@ def send_email_code_login_mail_task(language: str, to: str, code: str) -> None: if not mail.is_inited(): return - logging.info(click.style(f"Start email code login mail to {to}", fg="green")) + logger.info(click.style(f"Start email code login mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -37,8 +39,8 @@ def send_email_code_login_mail_task(language: str, to: str, code: str) -> None: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Send email code login mail to {to} succeeded: latency: {end_at - start_at}", fg="green") ) except Exception: - logging.exception("Send email code login mail to %s failed", to) + logger.exception("Send email code login mail to %s failed", to) diff --git a/api/tasks/mail_inner_task.py b/api/tasks/mail_inner_task.py index cad4657bc8..8149bfb156 100644 --- a/api/tasks/mail_inner_task.py +++ b/api/tasks/mail_inner_task.py @@ -9,13 +9,15 @@ from flask import render_template_string from extensions.ext_mail import mail from libs.email_i18n import get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_inner_email_task(to: list[str], subject: str, body: str, substitutions: Mapping[str, str]): if not mail.is_inited(): return - logging.info(click.style(f"Start enterprise mail to {to} with subject {subject}", fg="green")) + logger.info(click.style(f"Start enterprise mail to {to} with subject {subject}", fg="green")) start_at = time.perf_counter() try: @@ -25,6 +27,6 @@ def send_inner_email_task(to: list[str], subject: str, body: str, substitutions: email_service.send_raw_email(to=to, subject=subject, html_content=html_content) end_at = time.perf_counter() - logging.info(click.style(f"Send enterprise mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Send enterprise mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Send enterprise mail to %s failed", to) + logger.exception("Send enterprise mail to %s failed", to) diff --git a/api/tasks/mail_invite_member_task.py b/api/tasks/mail_invite_member_task.py index f4f7f58416..a5d59d7452 100644 --- a/api/tasks/mail_invite_member_task.py +++ b/api/tasks/mail_invite_member_task.py @@ -8,6 +8,8 @@ from configs import dify_config from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_invite_member_mail_task(language: str, to: str, token: str, inviter_name: str, workspace_name: str) -> None: @@ -24,7 +26,7 @@ def send_invite_member_mail_task(language: str, to: str, token: str, inviter_nam if not mail.is_inited(): return - logging.info(click.style(f"Start send invite member mail to {to} in workspace {workspace_name}", fg="green")) + logger.info(click.style(f"Start send invite member mail to {to} in workspace {workspace_name}", fg="green")) start_at = time.perf_counter() try: @@ -43,8 +45,6 @@ def send_invite_member_mail_task(language: str, to: str, token: str, inviter_nam ) end_at = time.perf_counter() - logging.info( - click.style(f"Send invite member mail to {to} succeeded: latency: {end_at - start_at}", fg="green") - ) + logger.info(click.style(f"Send invite member mail to {to} succeeded: latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("Send invite member mail to %s failed", to) + logger.exception("Send invite member mail to %s failed", to) diff --git a/api/tasks/mail_owner_transfer_task.py b/api/tasks/mail_owner_transfer_task.py index db7158e786..33a8e17436 100644 --- a/api/tasks/mail_owner_transfer_task.py +++ b/api/tasks/mail_owner_transfer_task.py @@ -7,6 +7,8 @@ from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_owner_transfer_confirm_task(language: str, to: str, code: str, workspace: str) -> None: @@ -22,7 +24,7 @@ def send_owner_transfer_confirm_task(language: str, to: str, code: str, workspac if not mail.is_inited(): return - logging.info(click.style(f"Start owner transfer confirm mail to {to}", fg="green")) + logger.info(click.style(f"Start owner transfer confirm mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -39,14 +41,14 @@ def send_owner_transfer_confirm_task(language: str, to: str, code: str, workspac ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Send owner transfer confirm mail to {to} succeeded: latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("owner transfer confirm email mail to %s failed", to) + logger.exception("owner transfer confirm email mail to %s failed", to) @shared_task(queue="mail") @@ -63,7 +65,7 @@ def send_old_owner_transfer_notify_email_task(language: str, to: str, workspace: if not mail.is_inited(): return - logging.info(click.style(f"Start old owner transfer notify mail to {to}", fg="green")) + logger.info(click.style(f"Start old owner transfer notify mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -80,14 +82,14 @@ def send_old_owner_transfer_notify_email_task(language: str, to: str, workspace: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Send old owner transfer notify mail to {to} succeeded: latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("old owner transfer notify email mail to %s failed", to) + logger.exception("old owner transfer notify email mail to %s failed", to) @shared_task(queue="mail") @@ -103,7 +105,7 @@ def send_new_owner_transfer_notify_email_task(language: str, to: str, workspace: if not mail.is_inited(): return - logging.info(click.style(f"Start new owner transfer notify mail to {to}", fg="green")) + logger.info(click.style(f"Start new owner transfer notify mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -119,11 +121,11 @@ def send_new_owner_transfer_notify_email_task(language: str, to: str, workspace: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style( f"Send new owner transfer notify mail to {to} succeeded: latency: {end_at - start_at}", fg="green", ) ) except Exception: - logging.exception("new owner transfer notify email mail to %s failed", to) + logger.exception("new owner transfer notify email mail to %s failed", to) diff --git a/api/tasks/mail_reset_password_task.py b/api/tasks/mail_reset_password_task.py index 066d648530..1fcc2bfbaa 100644 --- a/api/tasks/mail_reset_password_task.py +++ b/api/tasks/mail_reset_password_task.py @@ -7,6 +7,8 @@ from celery import shared_task from extensions.ext_mail import mail from libs.email_i18n import EmailType, get_email_i18n_service +logger = logging.getLogger(__name__) + @shared_task(queue="mail") def send_reset_password_mail_task(language: str, to: str, code: str) -> None: @@ -21,7 +23,7 @@ def send_reset_password_mail_task(language: str, to: str, code: str) -> None: if not mail.is_inited(): return - logging.info(click.style(f"Start password reset mail to {to}", fg="green")) + logger.info(click.style(f"Start password reset mail to {to}", fg="green")) start_at = time.perf_counter() try: @@ -37,8 +39,8 @@ def send_reset_password_mail_task(language: str, to: str, code: str) -> None: ) end_at = time.perf_counter() - logging.info( + logger.info( click.style(f"Send password reset mail to {to} succeeded: latency: {end_at - start_at}", fg="green") ) except Exception: - logging.exception("Send password reset mail to %s failed", to) + logger.exception("Send password reset mail to %s failed", to) diff --git a/api/tasks/ops_trace_task.py b/api/tasks/ops_trace_task.py index a4ef60b13c..7b254ac3b5 100644 --- a/api/tasks/ops_trace_task.py +++ b/api/tasks/ops_trace_task.py @@ -12,6 +12,8 @@ from extensions.ext_storage import storage from models.model import Message from models.workflow import WorkflowRun +logger = logging.getLogger(__name__) + @shared_task(queue="ops_trace") def process_trace_tasks(file_info): @@ -43,11 +45,11 @@ def process_trace_tasks(file_info): if trace_type: trace_info = trace_type(**trace_info) trace_instance.trace(trace_info) - logging.info("Processing trace tasks success, app_id: %s", app_id) + logger.info("Processing trace tasks success, app_id: %s", app_id) except Exception as e: - logging.info("error:\n\n\n%s\n\n\n\n", e) + logger.info("error:\n\n\n%s\n\n\n\n", e) failed_key = f"{OPS_TRACE_FAILED_KEY}_{app_id}" redis_client.incr(failed_key) - logging.info("Processing trace tasks failed, app_id: %s", app_id) + logger.info("Processing trace tasks failed, app_id: %s", app_id) finally: storage.delete(file_path) diff --git a/api/tasks/recover_document_indexing_task.py b/api/tasks/recover_document_indexing_task.py index 998fc6b32d..1b2a653c01 100644 --- a/api/tasks/recover_document_indexing_task.py +++ b/api/tasks/recover_document_indexing_task.py @@ -8,6 +8,8 @@ from core.indexing_runner import DocumentIsPausedError, IndexingRunner from extensions.ext_database import db from models.dataset import Document +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def recover_document_indexing_task(dataset_id: str, document_id: str): @@ -18,13 +20,13 @@ def recover_document_indexing_task(dataset_id: str, document_id: str): Usage: recover_document_indexing_task.delay(dataset_id, document_id) """ - logging.info(click.style(f"Recover document: {document_id}", fg="green")) + logger.info(click.style(f"Recover document: {document_id}", fg="green")) start_at = time.perf_counter() document = db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="red")) + logger.info(click.style(f"Document not found: {document_id}", fg="red")) db.session.close() return @@ -37,10 +39,10 @@ def recover_document_indexing_task(dataset_id: str, document_id: str): elif document.indexing_status == "indexing": indexing_runner.run_in_indexing_status(document) end_at = time.perf_counter() - logging.info(click.style(f"Processed document: {document.id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Processed document: {document.id} latency: {end_at - start_at}", fg="green")) except DocumentIsPausedError as ex: - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) except Exception: - logging.exception("recover_document_indexing_task failed, document_id: %s", document_id) + logger.exception("recover_document_indexing_task failed, document_id: %s", document_id) finally: db.session.close() diff --git a/api/tasks/remove_app_and_related_data_task.py b/api/tasks/remove_app_and_related_data_task.py index 3d623c09d1..7bfda3d740 100644 --- a/api/tasks/remove_app_and_related_data_task.py +++ b/api/tasks/remove_app_and_related_data_task.py @@ -40,10 +40,12 @@ from models.workflow import ( ) from repositories.factory import DifyAPIRepositoryFactory +logger = logging.getLogger(__name__) + @shared_task(queue="app_deletion", bind=True, max_retries=3) def remove_app_and_related_data_task(self, tenant_id: str, app_id: str): - logging.info(click.style(f"Start deleting app and related data: {tenant_id}:{app_id}", fg="green")) + logger.info(click.style(f"Start deleting app and related data: {tenant_id}:{app_id}", fg="green")) start_at = time.perf_counter() try: # Delete related data @@ -69,14 +71,12 @@ def remove_app_and_related_data_task(self, tenant_id: str, app_id: str): _delete_draft_variables(app_id) end_at = time.perf_counter() - logging.info(click.style(f"App and related data deleted: {app_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"App and related data deleted: {app_id} latency: {end_at - start_at}", fg="green")) except SQLAlchemyError as e: - logging.exception( - click.style(f"Database error occurred while deleting app {app_id} and related data", fg="red") - ) + logger.exception(click.style(f"Database error occurred while deleting app {app_id} and related data", fg="red")) raise self.retry(exc=e, countdown=60) # Retry after 60 seconds except Exception as e: - logging.exception(click.style(f"Error occurred while deleting app {app_id} and related data", fg="red")) + logger.exception(click.style(f"Error occurred while deleting app {app_id} and related data", fg="red")) raise self.retry(exc=e, countdown=60) # Retry after 60 seconds @@ -215,7 +215,7 @@ def _delete_app_workflow_runs(tenant_id: str, app_id: str): batch_size=1000, ) - logging.info("Deleted %s workflow runs for app %s", deleted_count, app_id) + logger.info("Deleted %s workflow runs for app %s", deleted_count, app_id) def _delete_app_workflow_node_executions(tenant_id: str, app_id: str): @@ -229,7 +229,7 @@ def _delete_app_workflow_node_executions(tenant_id: str, app_id: str): batch_size=1000, ) - logging.info("Deleted %s workflow node executions for app %s", deleted_count, app_id) + logger.info("Deleted %s workflow node executions for app %s", deleted_count, app_id) def _delete_app_workflow_app_logs(tenant_id: str, app_id: str): @@ -266,7 +266,7 @@ def _delete_conversation_variables(*, app_id: str): with db.engine.connect() as conn: conn.execute(stmt) conn.commit() - logging.info(click.style(f"Deleted conversation variables for app {app_id}", fg="green")) + logger.info(click.style(f"Deleted conversation variables for app {app_id}", fg="green")) def _delete_app_messages(tenant_id: str, app_id: str): @@ -389,9 +389,9 @@ def delete_draft_variables_batch(app_id: str, batch_size: int = 1000) -> int: batch_deleted = deleted_result.rowcount total_deleted += batch_deleted - logging.info(click.style(f"Deleted {batch_deleted} draft variables (batch) for app {app_id}", fg="green")) + logger.info(click.style(f"Deleted {batch_deleted} draft variables (batch) for app {app_id}", fg="green")) - logging.info(click.style(f"Deleted {total_deleted} total draft variables for app {app_id}", fg="green")) + logger.info(click.style(f"Deleted {total_deleted} total draft variables for app {app_id}", fg="green")) return total_deleted @@ -407,8 +407,8 @@ def _delete_records(query_sql: str, params: dict, delete_func: Callable, name: s try: delete_func(record_id) db.session.commit() - logging.info(click.style(f"Deleted {name} {record_id}", fg="green")) + logger.info(click.style(f"Deleted {name} {record_id}", fg="green")) except Exception: - logging.exception("Error occurred while deleting %s %s", name, record_id) + logger.exception("Error occurred while deleting %s %s", name, record_id) continue rs.close() diff --git a/api/tasks/remove_document_from_index_task.py b/api/tasks/remove_document_from_index_task.py index 6356b1c46c..ec56ab583b 100644 --- a/api/tasks/remove_document_from_index_task.py +++ b/api/tasks/remove_document_from_index_task.py @@ -10,6 +10,8 @@ from extensions.ext_redis import redis_client from libs.datetime_utils import naive_utc_now from models.dataset import Document, DocumentSegment +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def remove_document_from_index_task(document_id: str): @@ -19,17 +21,17 @@ def remove_document_from_index_task(document_id: str): Usage: remove_document_from_index.delay(document_id) """ - logging.info(click.style(f"Start remove document segments from index: {document_id}", fg="green")) + logger.info(click.style(f"Start remove document segments from index: {document_id}", fg="green")) start_at = time.perf_counter() document = db.session.query(Document).where(Document.id == document_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="red")) + logger.info(click.style(f"Document not found: {document_id}", fg="red")) db.session.close() return if document.indexing_status != "completed": - logging.info(click.style(f"Document is not completed, remove is not allowed: {document_id}", fg="red")) + logger.info(click.style(f"Document is not completed, remove is not allowed: {document_id}", fg="red")) db.session.close() return @@ -49,7 +51,7 @@ def remove_document_from_index_task(document_id: str): try: index_processor.clean(dataset, index_node_ids, with_keywords=True, delete_child_chunks=False) except Exception: - logging.exception("clean dataset %s from index failed", dataset.id) + logger.exception("clean dataset %s from index failed", dataset.id) # update segment to disable db.session.query(DocumentSegment).where(DocumentSegment.document_id == document.id).update( { @@ -62,11 +64,9 @@ def remove_document_from_index_task(document_id: str): db.session.commit() end_at = time.perf_counter() - logging.info( - click.style(f"Document removed from index: {document.id} latency: {end_at - start_at}", fg="green") - ) + logger.info(click.style(f"Document removed from index: {document.id} latency: {end_at - start_at}", fg="green")) except Exception: - logging.exception("remove document from index failed") + logger.exception("remove document from index failed") if not document.archived: document.enabled = True db.session.commit() diff --git a/api/tasks/retry_document_indexing_task.py b/api/tasks/retry_document_indexing_task.py index 67af857f40..c52218caae 100644 --- a/api/tasks/retry_document_indexing_task.py +++ b/api/tasks/retry_document_indexing_task.py @@ -12,6 +12,8 @@ from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): @@ -22,12 +24,11 @@ def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): Usage: retry_document_indexing_task.delay(dataset_id, document_ids) """ - documents: list[Document] = [] start_at = time.perf_counter() try: dataset = db.session.query(Dataset).where(Dataset.id == dataset_id).first() if not dataset: - logging.info(click.style(f"Dataset not found: {dataset_id}", fg="red")) + logger.info(click.style(f"Dataset not found: {dataset_id}", fg="red")) return tenant_id = dataset.tenant_id for document_id in document_ids: @@ -57,12 +58,12 @@ def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): redis_client.delete(retry_indexing_cache_key) return - logging.info(click.style(f"Start retry document: {document_id}", fg="green")) + logger.info(click.style(f"Start retry document: {document_id}", fg="green")) document = ( db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() ) if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="yellow")) + logger.info(click.style(f"Document not found: {document_id}", fg="yellow")) return try: # clean old data @@ -92,13 +93,13 @@ def retry_document_indexing_task(dataset_id: str, document_ids: list[str]): document.stopped_at = naive_utc_now() db.session.add(document) db.session.commit() - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) redis_client.delete(retry_indexing_cache_key) - logging.exception("retry_document_indexing_task failed, document_id: %s", document_id) + logger.exception("retry_document_indexing_task failed, document_id: %s", document_id) end_at = time.perf_counter() - logging.info(click.style(f"Retry dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Retry dataset: {dataset_id} latency: {end_at - start_at}", fg="green")) except Exception as e: - logging.exception( + logger.exception( "retry_document_indexing_task failed, dataset_id: %s, document_ids: %s", dataset_id, document_ids ) raise e diff --git a/api/tasks/sync_website_document_indexing_task.py b/api/tasks/sync_website_document_indexing_task.py index ad782f9b88..3c7c69e3c8 100644 --- a/api/tasks/sync_website_document_indexing_task.py +++ b/api/tasks/sync_website_document_indexing_task.py @@ -12,6 +12,8 @@ from libs.datetime_utils import naive_utc_now from models.dataset import Dataset, Document, DocumentSegment from services.feature_service import FeatureService +logger = logging.getLogger(__name__) + @shared_task(queue="dataset") def sync_website_document_indexing_task(dataset_id: str, document_id: str): @@ -52,10 +54,10 @@ def sync_website_document_indexing_task(dataset_id: str, document_id: str): redis_client.delete(sync_indexing_cache_key) return - logging.info(click.style(f"Start sync website document: {document_id}", fg="green")) + logger.info(click.style(f"Start sync website document: {document_id}", fg="green")) document = db.session.query(Document).where(Document.id == document_id, Document.dataset_id == dataset_id).first() if not document: - logging.info(click.style(f"Document not found: {document_id}", fg="yellow")) + logger.info(click.style(f"Document not found: {document_id}", fg="yellow")) return try: # clean old data @@ -85,8 +87,8 @@ def sync_website_document_indexing_task(dataset_id: str, document_id: str): document.stopped_at = naive_utc_now() db.session.add(document) db.session.commit() - logging.info(click.style(str(ex), fg="yellow")) + logger.info(click.style(str(ex), fg="yellow")) redis_client.delete(sync_indexing_cache_key) - logging.exception("sync_website_document_indexing_task failed, document_id: %s", document_id) + logger.exception("sync_website_document_indexing_task failed, document_id: %s", document_id) end_at = time.perf_counter() - logging.info(click.style(f"Sync document: {document_id} latency: {end_at - start_at}", fg="green")) + logger.info(click.style(f"Sync document: {document_id} latency: {end_at - start_at}", fg="green")) diff --git a/api/tests/integration_tests/model_runtime/__mock/plugin_daemon.py b/api/tests/integration_tests/model_runtime/__mock/plugin_daemon.py index e3c592b583..c8cb7528e1 100644 --- a/api/tests/integration_tests/model_runtime/__mock/plugin_daemon.py +++ b/api/tests/integration_tests/model_runtime/__mock/plugin_daemon.py @@ -3,15 +3,12 @@ from collections.abc import Callable import pytest -# import monkeypatch -from _pytest.monkeypatch import MonkeyPatch - from core.plugin.impl.model import PluginModelClient from tests.integration_tests.model_runtime.__mock.plugin_model import MockModelClass def mock_plugin_daemon( - monkeypatch: MonkeyPatch, + monkeypatch: pytest.MonkeyPatch, ) -> Callable[[], None]: """ mock openai module @@ -34,7 +31,7 @@ MOCK = os.getenv("MOCK_SWITCH", "false").lower() == "true" @pytest.fixture -def setup_model_mock(monkeypatch): +def setup_model_mock(monkeypatch: pytest.MonkeyPatch): if MOCK: unpatch = mock_plugin_daemon(monkeypatch) diff --git a/api/tests/integration_tests/plugin/__mock/http.py b/api/tests/integration_tests/plugin/__mock/http.py index 25177274c6..8f8988899b 100644 --- a/api/tests/integration_tests/plugin/__mock/http.py +++ b/api/tests/integration_tests/plugin/__mock/http.py @@ -3,7 +3,6 @@ from typing import Literal import pytest import requests -from _pytest.monkeypatch import MonkeyPatch from core.plugin.entities.plugin_daemon import PluginDaemonBasicResponse from core.tools.entities.common_entities import I18nObject @@ -53,7 +52,7 @@ MOCK_SWITCH = os.getenv("MOCK_SWITCH", "false").lower() == "true" @pytest.fixture -def setup_http_mock(request, monkeypatch: MonkeyPatch): +def setup_http_mock(request, monkeypatch: pytest.MonkeyPatch): if MOCK_SWITCH: monkeypatch.setattr(requests, "request", MockedHttp.requests_request) diff --git a/api/tests/integration_tests/tools/__mock/http.py b/api/tests/integration_tests/tools/__mock/http.py index de9711ab38..fb2e3abcee 100644 --- a/api/tests/integration_tests/tools/__mock/http.py +++ b/api/tests/integration_tests/tools/__mock/http.py @@ -3,7 +3,6 @@ from typing import Literal import httpx import pytest -from _pytest.monkeypatch import MonkeyPatch from core.helper import ssrf_proxy @@ -30,7 +29,7 @@ class MockedHttp: @pytest.fixture -def setup_http_mock(request, monkeypatch: MonkeyPatch): +def setup_http_mock(request, monkeypatch: pytest.MonkeyPatch): monkeypatch.setattr(ssrf_proxy, "make_request", MockedHttp.httpx_request) yield monkeypatch.undo() diff --git a/api/tests/integration_tests/vdb/opengauss/test_opengauss.py b/api/tests/integration_tests/vdb/opengauss/test_opengauss.py index 2a1129493c..338077bbff 100644 --- a/api/tests/integration_tests/vdb/opengauss/test_opengauss.py +++ b/api/tests/integration_tests/vdb/opengauss/test_opengauss.py @@ -1,6 +1,6 @@ import time -import psycopg2 # type: ignore +import psycopg2 from core.rag.datasource.vdb.opengauss.opengauss import OpenGauss, OpenGaussConfig from tests.integration_tests.vdb.test_vector_store import ( diff --git a/api/tests/integration_tests/workflow/nodes/test_code.py b/api/tests/integration_tests/workflow/nodes/test_code.py index 4f659c5e13..eb85d6118e 100644 --- a/api/tests/integration_tests/workflow/nodes/test_code.py +++ b/api/tests/integration_tests/workflow/nodes/test_code.py @@ -1,7 +1,6 @@ import time import uuid from os import getenv -from typing import cast import pytest @@ -13,7 +12,6 @@ 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.workflow.nodes.code.code_node import CodeNode -from core.workflow.nodes.code.entities import CodeNodeData from core.workflow.system_variable import SystemVariable from models.enums import UserFrom from models.workflow import WorkflowType @@ -238,8 +236,6 @@ def test_execute_code_output_validator_depth(): "object_validator": {"result": 1, "depth": {"depth": {"depth": 1}}}, } - node._node_data = cast(CodeNodeData, node._node_data) - # validate node._transform_result(result, node._node_data.outputs) @@ -334,8 +330,6 @@ def test_execute_code_output_object_list(): ] } - node._node_data = cast(CodeNodeData, node._node_data) - # validate node._transform_result(result, node._node_data.outputs) diff --git a/api/tests/test_containers_integration_tests/conftest.py b/api/tests/test_containers_integration_tests/conftest.py index 0369a5cbd0..66ddc0ba4c 100644 --- a/api/tests/test_containers_integration_tests/conftest.py +++ b/api/tests/test_containers_integration_tests/conftest.py @@ -10,11 +10,13 @@ more reliable and realistic test scenarios. import logging import os from collections.abc import Generator +from pathlib import Path from typing import Optional import pytest from flask import Flask from flask.testing import FlaskClient +from sqlalchemy import Engine, text from sqlalchemy.orm import Session from testcontainers.core.container import DockerContainer from testcontainers.core.waiting_utils import wait_for_logs @@ -43,6 +45,7 @@ class DifyTestContainers: self.postgres: Optional[PostgresContainer] = None self.redis: Optional[RedisContainer] = None self.dify_sandbox: Optional[DockerContainer] = None + self.dify_plugin_daemon: Optional[DockerContainer] = None self._containers_started = False logger.info("DifyTestContainers initialized - ready to manage test containers") @@ -64,7 +67,7 @@ class DifyTestContainers: # PostgreSQL is used for storing user data, workflows, and application state logger.info("Initializing PostgreSQL container...") self.postgres = PostgresContainer( - image="postgres:16-alpine", + image="postgres:14-alpine", ) self.postgres.start() db_host = self.postgres.get_container_host_ip() @@ -108,6 +111,25 @@ class DifyTestContainers: except Exception as e: logger.warning("Failed to install uuid-ossp extension: %s", e) + # Create plugin database for dify-plugin-daemon + logger.info("Creating plugin database...") + try: + conn = psycopg2.connect( + host=db_host, + port=db_port, + user=self.postgres.username, + password=self.postgres.password, + database=self.postgres.dbname, + ) + conn.autocommit = True + cursor = conn.cursor() + cursor.execute("CREATE DATABASE dify_plugin;") + cursor.close() + conn.close() + logger.info("Plugin database created successfully") + except Exception as e: + logger.warning("Failed to create plugin database: %s", e) + # Set up storage environment variables os.environ["STORAGE_TYPE"] = "opendal" os.environ["OPENDAL_SCHEME"] = "fs" @@ -116,7 +138,7 @@ class DifyTestContainers: # Start Redis container for caching and session management # Redis is used for storing session data, cache entries, and temporary data logger.info("Initializing Redis container...") - self.redis = RedisContainer(image="redis:latest", port=6379) + self.redis = RedisContainer(image="redis:6-alpine", port=6379) self.redis.start() redis_host = self.redis.get_container_host_ip() redis_port = self.redis.get_exposed_port(6379) @@ -149,6 +171,62 @@ class DifyTestContainers: wait_for_logs(self.dify_sandbox, "config init success", timeout=60) logger.info("Dify Sandbox container is ready and accepting connections") + # Start Dify Plugin Daemon container for plugin management + # Dify Plugin Daemon provides plugin lifecycle management and execution + logger.info("Initializing Dify Plugin Daemon container...") + self.dify_plugin_daemon = DockerContainer(image="langgenius/dify-plugin-daemon:0.2.0-local") + self.dify_plugin_daemon.with_exposed_ports(5002) + self.dify_plugin_daemon.env = { + "DB_HOST": db_host, + "DB_PORT": str(db_port), + "DB_USERNAME": self.postgres.username, + "DB_PASSWORD": self.postgres.password, + "DB_DATABASE": "dify_plugin", + "REDIS_HOST": redis_host, + "REDIS_PORT": str(redis_port), + "REDIS_PASSWORD": "", + "SERVER_PORT": "5002", + "SERVER_KEY": "test_plugin_daemon_key", + "MAX_PLUGIN_PACKAGE_SIZE": "52428800", + "PPROF_ENABLED": "false", + "DIFY_INNER_API_URL": f"http://{db_host}:5001", + "DIFY_INNER_API_KEY": "test_inner_api_key", + "PLUGIN_REMOTE_INSTALLING_HOST": "0.0.0.0", + "PLUGIN_REMOTE_INSTALLING_PORT": "5003", + "PLUGIN_WORKING_PATH": "/app/storage/cwd", + "FORCE_VERIFYING_SIGNATURE": "false", + "PYTHON_ENV_INIT_TIMEOUT": "120", + "PLUGIN_MAX_EXECUTION_TIMEOUT": "600", + "PLUGIN_STDIO_BUFFER_SIZE": "1024", + "PLUGIN_STDIO_MAX_BUFFER_SIZE": "5242880", + "PLUGIN_STORAGE_TYPE": "local", + "PLUGIN_STORAGE_LOCAL_ROOT": "/app/storage", + "PLUGIN_INSTALLED_PATH": "plugin", + "PLUGIN_PACKAGE_CACHE_PATH": "plugin_packages", + "PLUGIN_MEDIA_CACHE_PATH": "assets", + } + + try: + self.dify_plugin_daemon.start() + plugin_daemon_host = self.dify_plugin_daemon.get_container_host_ip() + plugin_daemon_port = self.dify_plugin_daemon.get_exposed_port(5002) + os.environ["PLUGIN_DAEMON_URL"] = f"http://{plugin_daemon_host}:{plugin_daemon_port}" + os.environ["PLUGIN_DAEMON_KEY"] = "test_plugin_daemon_key" + logger.info( + "Dify Plugin Daemon container started successfully - Host: %s, Port: %s", + plugin_daemon_host, + plugin_daemon_port, + ) + + # Wait for Dify Plugin Daemon to be ready + logger.info("Waiting for Dify Plugin Daemon to be ready to accept connections...") + wait_for_logs(self.dify_plugin_daemon, "start plugin manager daemon", timeout=60) + logger.info("Dify Plugin Daemon container is ready and accepting connections") + except Exception as e: + logger.warning("Failed to start Dify Plugin Daemon container: %s", e) + logger.info("Continuing without plugin daemon - some tests may be limited") + self.dify_plugin_daemon = None + self._containers_started = True logger.info("All test containers started successfully") @@ -164,7 +242,7 @@ class DifyTestContainers: return logger.info("Stopping and cleaning up test containers...") - containers = [self.redis, self.postgres, self.dify_sandbox] + containers = [self.redis, self.postgres, self.dify_sandbox, self.dify_plugin_daemon] for container in containers: if container: try: @@ -184,6 +262,57 @@ class DifyTestContainers: _container_manager = DifyTestContainers() +def _get_migration_dir() -> Path: + conftest_dir = Path(__file__).parent + return conftest_dir.parent.parent / "migrations" + + +def _get_engine_url(engine: Engine): + try: + return engine.url.render_as_string(hide_password=False).replace("%", "%%") + except AttributeError: + return str(engine.url).replace("%", "%%") + + +_UUIDv7SQL = r""" +/* Main function to generate a uuidv7 value with millisecond precision */ +CREATE FUNCTION uuidv7() RETURNS uuid +AS +$$ + -- Replace the first 48 bits of a uuidv4 with the current + -- number of milliseconds since 1970-01-01 UTC + -- and set the "ver" field to 7 by setting additional bits +SELECT encode( + set_bit( + set_bit( + overlay(uuid_send(gen_random_uuid()) placing + substring(int8send((extract(epoch from clock_timestamp()) * 1000)::bigint) from + 3) + from 1 for 6), + 52, 1), + 53, 1), 'hex')::uuid; +$$ LANGUAGE SQL VOLATILE PARALLEL SAFE; + +COMMENT ON FUNCTION uuidv7 IS + 'Generate a uuid-v7 value with a 48-bit timestamp (millisecond precision) and 74 bits of randomness'; + +CREATE FUNCTION uuidv7_boundary(timestamptz) RETURNS uuid +AS +$$ + /* uuid fields: version=0b0111, variant=0b10 */ +SELECT encode( + overlay('\x00000000000070008000000000000000'::bytea + placing substring(int8send(floor(extract(epoch from $1) * 1000)::bigint) from 3) + from 1 for 6), + 'hex')::uuid; +$$ LANGUAGE SQL STABLE STRICT PARALLEL SAFE; + +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.'; +""" + + def _create_app_with_containers() -> Flask: """ Create Flask application configured to use test containers. @@ -211,7 +340,10 @@ def _create_app_with_containers() -> Flask: # Initialize database schema logger.info("Creating database schema...") + with app.app_context(): + with db.engine.connect() as conn, conn.begin(): + conn.execute(text(_UUIDv7SQL)) db.create_all() logger.info("Database schema created successfully") 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 92d93d601e..4184420880 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 @@ -674,7 +674,7 @@ class TestAnnotationService: history = ( db.session.query(AppAnnotationHitHistory) - .filter( + .where( AppAnnotationHitHistory.annotation_id == annotation.id, AppAnnotationHitHistory.message_id == message_id ) .first() diff --git a/api/tests/test_containers_integration_tests/services/test_app_dsl_service.py b/api/tests/test_containers_integration_tests/services/test_app_dsl_service.py index f2bd9f8084..d83983d0ff 100644 --- a/api/tests/test_containers_integration_tests/services/test_app_dsl_service.py +++ b/api/tests/test_containers_integration_tests/services/test_app_dsl_service.py @@ -144,127 +144,6 @@ class TestAppDslService: } return yaml.dump(yaml_data, allow_unicode=True) - def test_import_app_yaml_content_success(self, db_session_with_containers, mock_external_service_dependencies): - """ - Test successful app import from YAML content. - """ - fake = Faker() - app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) - - # Create YAML content - yaml_content = self._create_simple_yaml_content(fake.company(), "chat") - - # Import app - dsl_service = AppDslService(db_session_with_containers) - result = dsl_service.import_app( - account=account, - import_mode=ImportMode.YAML_CONTENT, - yaml_content=yaml_content, - name="Imported App", - description="Imported app description", - ) - - # Verify import result - assert result.status == ImportStatus.COMPLETED - assert result.app_id is not None - assert result.app_mode == "chat" - assert result.imported_dsl_version == "0.3.0" - assert result.error == "" - - # Verify app was created in database - imported_app = db_session_with_containers.query(App).filter(App.id == result.app_id).first() - assert imported_app is not None - assert imported_app.name == "Imported App" - assert imported_app.description == "Imported app description" - assert imported_app.mode == "chat" - assert imported_app.tenant_id == account.current_tenant_id - assert imported_app.created_by == account.id - - # Verify model config was created - model_config = ( - db_session_with_containers.query(AppModelConfig).filter(AppModelConfig.app_id == result.app_id).first() - ) - assert model_config is not None - # The provider and model_id are stored in the model field as JSON - model_dict = model_config.model_dict - assert model_dict["provider"] == "openai" - assert model_dict["name"] == "gpt-3.5-turbo" - - def test_import_app_yaml_url_success(self, db_session_with_containers, mock_external_service_dependencies): - """ - Test successful app import from YAML URL. - """ - fake = Faker() - app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) - - # Create YAML content for mock response - yaml_content = self._create_simple_yaml_content(fake.company(), "chat") - - # Setup mock response - mock_response = MagicMock() - mock_response.content = yaml_content.encode("utf-8") - mock_response.raise_for_status.return_value = None - mock_external_service_dependencies["ssrf_proxy"].get.return_value = mock_response - - # Import app from URL - dsl_service = AppDslService(db_session_with_containers) - result = dsl_service.import_app( - account=account, - import_mode=ImportMode.YAML_URL, - yaml_url="https://example.com/app.yaml", - name="URL Imported App", - description="App imported from URL", - ) - - # Verify import result - assert result.status == ImportStatus.COMPLETED - assert result.app_id is not None - assert result.app_mode == "chat" - assert result.imported_dsl_version == "0.3.0" - assert result.error == "" - - # Verify app was created in database - imported_app = db_session_with_containers.query(App).filter(App.id == result.app_id).first() - assert imported_app is not None - assert imported_app.name == "URL Imported App" - assert imported_app.description == "App imported from URL" - assert imported_app.mode == "chat" - assert imported_app.tenant_id == account.current_tenant_id - - # Verify ssrf_proxy was called - mock_external_service_dependencies["ssrf_proxy"].get.assert_called_once_with( - "https://example.com/app.yaml", follow_redirects=True, timeout=(10, 10) - ) - - def test_import_app_invalid_yaml_format(self, db_session_with_containers, mock_external_service_dependencies): - """ - Test app import with invalid YAML format. - """ - fake = Faker() - app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) - - # Create invalid YAML content - invalid_yaml = "invalid: yaml: content: [" - - # Import app with invalid YAML - dsl_service = AppDslService(db_session_with_containers) - result = dsl_service.import_app( - account=account, - import_mode=ImportMode.YAML_CONTENT, - yaml_content=invalid_yaml, - name="Invalid App", - ) - - # Verify import failed - assert result.status == ImportStatus.FAILED - assert result.app_id is None - assert "Invalid YAML format" in result.error - assert result.imported_dsl_version == "" - - # Verify no app was created in database - apps_count = db_session_with_containers.query(App).filter(App.tenant_id == account.current_tenant_id).count() - assert apps_count == 1 # Only the original test app - def test_import_app_missing_yaml_content(self, db_session_with_containers, mock_external_service_dependencies): """ Test app import with missing YAML content. @@ -287,7 +166,7 @@ class TestAppDslService: assert result.imported_dsl_version == "" # Verify no app was created in database - apps_count = db_session_with_containers.query(App).filter(App.tenant_id == account.current_tenant_id).count() + apps_count = db_session_with_containers.query(App).where(App.tenant_id == account.current_tenant_id).count() assert apps_count == 1 # Only the original test app def test_import_app_missing_yaml_url(self, db_session_with_containers, mock_external_service_dependencies): @@ -312,7 +191,7 @@ class TestAppDslService: assert result.imported_dsl_version == "" # Verify no app was created in database - apps_count = db_session_with_containers.query(App).filter(App.tenant_id == account.current_tenant_id).count() + apps_count = db_session_with_containers.query(App).where(App.tenant_id == account.current_tenant_id).count() assert apps_count == 1 # Only the original test app def test_import_app_invalid_import_mode(self, db_session_with_containers, mock_external_service_dependencies): @@ -336,7 +215,7 @@ class TestAppDslService: ) # Verify no app was created in database - apps_count = db_session_with_containers.query(App).filter(App.tenant_id == account.current_tenant_id).count() + apps_count = db_session_with_containers.query(App).where(App.tenant_id == account.current_tenant_id).count() assert apps_count == 1 # Only the original test app def test_export_dsl_chat_app_success(self, db_session_with_containers, mock_external_service_dependencies): diff --git a/api/tests/test_containers_integration_tests/services/test_model_provider_service.py b/api/tests/test_containers_integration_tests/services/test_model_provider_service.py index ee1ba2b25c..2196da8b3e 100644 --- a/api/tests/test_containers_integration_tests/services/test_model_provider_service.py +++ b/api/tests/test_containers_integration_tests/services/test_model_provider_service.py @@ -1067,7 +1067,7 @@ class TestModelProviderService: # Verify mock interactions mock_provider_manager.get_configurations.assert_called_once_with(tenant.id) - mock_provider_configurations.get_models.assert_called_once_with(model_type=ModelType.LLM) + mock_provider_configurations.get_models.assert_called_once_with(model_type=ModelType.LLM, only_active=True) def test_get_model_parameter_rules_success(self, db_session_with_containers, mock_external_service_dependencies): """ diff --git a/api/tests/test_containers_integration_tests/services/test_workflow_run_service.py b/api/tests/test_containers_integration_tests/services/test_workflow_run_service.py new file mode 100644 index 0000000000..4cb21ef6bd --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/test_workflow_run_service.py @@ -0,0 +1,713 @@ +import json +import uuid +from datetime import UTC, datetime, timedelta +from unittest.mock import patch + +import pytest +from faker import Faker + +from models.enums import CreatorUserRole +from models.model import ( + Message, +) +from models.workflow import WorkflowRun +from services.account_service import AccountService, TenantService +from services.app_service import AppService +from services.workflow_run_service import WorkflowRunService + + +class TestWorkflowRunService: + """Integration tests for WorkflowRunService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.app_service.FeatureService") as mock_feature_service, + patch("services.app_service.EnterpriseService") as mock_enterprise_service, + patch("services.app_service.ModelManager") as mock_model_manager, + patch("services.account_service.FeatureService") as mock_account_feature_service, + ): + # Setup default mock returns for app service + mock_feature_service.get_system_features.return_value.webapp_auth.enabled = False + mock_enterprise_service.WebAppAuth.update_app_access_mode.return_value = None + mock_enterprise_service.WebAppAuth.cleanup_webapp.return_value = None + + # Setup default mock returns for account service + mock_account_feature_service.get_system_features.return_value.is_allow_register = True + + # Mock ModelManager for model configuration + mock_model_instance = mock_model_manager.return_value + mock_model_instance.get_default_model_instance.return_value = None + mock_model_instance.get_default_provider_model_name.return_value = ("openai", "gpt-3.5-turbo") + + yield { + "feature_service": mock_feature_service, + "enterprise_service": mock_enterprise_service, + "model_manager": mock_model_manager, + "account_feature_service": mock_account_feature_service, + } + + def _create_test_app_and_account(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test app and account for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (app, account) - Created app and account instances + """ + fake = Faker() + + # Setup mocks for account creation + mock_external_service_dependencies[ + "account_feature_service" + ].get_system_features.return_value.is_allow_register = True + + # Create account and tenant + account = AccountService.create_account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + password=fake.password(length=12), + ) + TenantService.create_owner_tenant_if_not_exist(account, name=fake.company()) + tenant = account.current_tenant + + # Create app with realistic data + app_args = { + "name": fake.company(), + "description": fake.text(max_nb_chars=100), + "mode": "chat", + "icon_type": "emoji", + "icon": "🤖", + "icon_background": "#FF6B6B", + "api_rph": 100, + "api_rpm": 10, + } + + app_service = AppService() + app = app_service.create_app(tenant.id, app_args, account) + + return app, account + + def _create_test_workflow_run( + self, db_session_with_containers, app, account, triggered_from="debugging", offset_minutes=0 + ): + """ + Helper method to create a test workflow run for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + app: App instance + account: Account instance + triggered_from: Trigger source for workflow run + + Returns: + WorkflowRun: Created workflow run instance + """ + fake = Faker() + + from extensions.ext_database import db + + # Create workflow run with offset timestamp + base_time = datetime.now(UTC) + created_time = base_time - timedelta(minutes=offset_minutes) + + workflow_run = WorkflowRun( + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=str(uuid.uuid4()), + type="chat", + triggered_from=triggered_from, + version="1.0.0", + graph=json.dumps({"nodes": [], "edges": []}), + inputs=json.dumps({"input": "test"}), + status="succeeded", + outputs=json.dumps({"output": "test result"}), + elapsed_time=1.5, + total_tokens=100, + total_steps=3, + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=created_time, + finished_at=created_time, + ) + + db.session.add(workflow_run) + db.session.commit() + + return workflow_run + + def _create_test_message(self, db_session_with_containers, app, account, workflow_run): + """ + Helper method to create a test message for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + app: App instance + account: Account instance + workflow_run: WorkflowRun instance + + Returns: + Message: Created message instance + """ + fake = Faker() + + from extensions.ext_database import db + + # Create conversation first (required for message) + from models.model import Conversation + + conversation = Conversation( + app_id=app.id, + name=fake.sentence(), + inputs={}, + status="normal", + mode="chat", + from_source=CreatorUserRole.ACCOUNT.value, + from_account_id=account.id, + ) + db.session.add(conversation) + db.session.commit() + + # Create message + message = Message() + message.app_id = app.id + message.conversation_id = conversation.id + message.query = fake.text(max_nb_chars=100) + message.message = {"type": "text", "content": fake.text(max_nb_chars=100)} + message.answer = fake.text(max_nb_chars=200) + message.message_tokens = 50 + message.answer_tokens = 100 + message.message_unit_price = 0.001 + message.answer_unit_price = 0.002 + message.message_price_unit = 0.001 + message.answer_price_unit = 0.001 + message.currency = "USD" + message.status = "normal" + message.from_source = CreatorUserRole.ACCOUNT.value + message.from_account_id = account.id + message.workflow_run_id = workflow_run.id + message.inputs = {"input": "test input"} + + db.session.add(message) + db.session.commit() + + return message + + def test_get_paginate_workflow_runs_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful pagination of workflow runs with debugging trigger. + + This test verifies: + - Proper pagination of workflow runs + - Correct filtering by triggered_from + - Proper limit and last_id handling + - Repository method calls + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create multiple workflow runs + workflow_runs = [] + for i in range(5): + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + workflow_runs.append(workflow_run) + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + args = {"limit": 3, "last_id": None} + result = workflow_run_service.get_paginate_workflow_runs(app, args) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "data") + assert len(result.data) == 3 # Should return 3 items due to limit + + # Verify pagination properties + assert hasattr(result, "has_more") + assert hasattr(result, "limit") + + # Verify all returned items are debugging runs + for workflow_run in result.data: + assert workflow_run.triggered_from == "debugging" + assert workflow_run.app_id == app.id + assert workflow_run.tenant_id == app.tenant_id + + def test_get_paginate_workflow_runs_with_last_id( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test pagination of workflow runs with last_id parameter. + + This test verifies: + - Proper pagination with last_id parameter + - Correct handling of pagination state + - Repository method calls with proper parameters + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create multiple workflow runs with different timestamps + workflow_runs = [] + for i in range(5): + workflow_run = self._create_test_workflow_run( + db_session_with_containers, app, account, "debugging", offset_minutes=i + ) + workflow_runs.append(workflow_run) + + # Act: Execute the method under test with last_id + workflow_run_service = WorkflowRunService() + args = {"limit": 2, "last_id": workflow_runs[1].id} + result = workflow_run_service.get_paginate_workflow_runs(app, args) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "data") + assert len(result.data) == 2 # Should return 2 items due to limit + + # Verify pagination properties + assert hasattr(result, "has_more") + assert hasattr(result, "limit") + + # Verify all returned items are debugging runs + for workflow_run in result.data: + assert workflow_run.triggered_from == "debugging" + assert workflow_run.app_id == app.id + assert workflow_run.tenant_id == app.tenant_id + + def test_get_paginate_workflow_runs_default_limit( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test pagination of workflow runs with default limit. + + This test verifies: + - Default limit of 20 when not specified + - Proper handling of missing limit parameter + - Repository method calls with default values + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow runs + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Act: Execute the method under test without limit + workflow_run_service = WorkflowRunService() + args = {} # No limit specified + result = workflow_run_service.get_paginate_workflow_runs(app, args) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "data") + + # Verify pagination properties + assert hasattr(result, "has_more") + assert hasattr(result, "limit") + + # Verify the returned workflow run + if result.data: + workflow_run_result = result.data[0] + assert workflow_run_result.triggered_from == "debugging" + assert workflow_run_result.app_id == app.id + assert workflow_run_result.tenant_id == app.tenant_id + + def test_get_paginate_advanced_chat_workflow_runs_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful pagination of advanced chat workflow runs with message information. + + This test verifies: + - Proper pagination of advanced chat workflow runs + - Correct filtering by triggered_from + - Message information enrichment + - WorkflowWithMessage wrapper functionality + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow runs with messages + workflow_runs = [] + for i in range(3): + workflow_run = self._create_test_workflow_run( + db_session_with_containers, app, account, "debugging", offset_minutes=i + ) + message = self._create_test_message(db_session_with_containers, app, account, workflow_run) + workflow_runs.append(workflow_run) + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + args = {"limit": 2, "last_id": None} + result = workflow_run_service.get_paginate_advanced_chat_workflow_runs(app, args) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "data") + assert len(result.data) == 2 # Should return 2 items due to limit + + # Verify pagination properties + assert hasattr(result, "has_more") + assert hasattr(result, "limit") + + # Verify all returned items have message information + for workflow_run in result.data: + assert hasattr(workflow_run, "message_id") + assert hasattr(workflow_run, "conversation_id") + assert workflow_run.app_id == app.id + assert workflow_run.tenant_id == app.tenant_id + + def test_get_workflow_run_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful retrieval of workflow run by ID. + + This test verifies: + - Proper workflow run retrieval by ID + - Correct tenant and app isolation + - Repository method calls with proper parameters + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow run + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + result = workflow_run_service.get_workflow_run(app, workflow_run.id) + + # Assert: Verify the expected outcomes + assert result is not None + assert result.id == workflow_run.id + assert result.tenant_id == app.tenant_id + assert result.app_id == app.id + assert result.triggered_from == "debugging" + assert result.status == "succeeded" + assert result.type == "chat" + assert result.version == "1.0.0" + + def test_get_workflow_run_not_found(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test workflow run retrieval when run ID does not exist. + + This test verifies: + - Proper handling of non-existent workflow run IDs + - Repository method calls with proper parameters + - Return value for missing records + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Use a non-existent UUID + non_existent_id = str(uuid.uuid4()) + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + result = workflow_run_service.get_workflow_run(app, non_existent_id) + + # Assert: Verify the expected outcomes + assert result is None + + def test_get_workflow_run_node_executions_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful retrieval of workflow run node executions. + + This test verifies: + - Proper node execution retrieval for workflow run + - Correct tenant and app isolation + - Repository method calls with proper parameters + - Context setup for plugin tool providers + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow run + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Create node executions + from extensions.ext_database import db + from models.workflow import WorkflowNodeExecutionModel + + node_executions = [] + for i in range(3): + node_execution = WorkflowNodeExecutionModel( + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow_run.workflow_id, + triggered_from="workflow-run", + workflow_run_id=workflow_run.id, + index=i, + node_id=f"node_{i}", + node_type="llm" if i == 0 else "tool", + title=f"Node {i}", + inputs=json.dumps({"input": f"test_input_{i}"}), + process_data=json.dumps({"process": f"test_process_{i}"}), + status="succeeded", + elapsed_time=0.5, + execution_metadata=json.dumps({"tokens": 50}), + created_by_role=CreatorUserRole.ACCOUNT.value, + created_by=account.id, + created_at=datetime.now(UTC), + ) + db.session.add(node_execution) + node_executions.append(node_execution) + + db.session.commit() + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + result = workflow_run_service.get_workflow_run_node_executions(app, workflow_run.id, account) + + # Assert: Verify the expected outcomes + assert result is not None + assert len(result) == 3 + + # Verify node execution properties + for node_execution in result: + assert node_execution.tenant_id == app.tenant_id + assert node_execution.app_id == app.id + assert node_execution.workflow_run_id == workflow_run.id + assert node_execution.index in [0, 1, 2] # Check that index is one of the expected values + assert node_execution.node_id.startswith("node_") # Check that node_id starts with "node_" + assert node_execution.status == "succeeded" + + def test_get_workflow_run_node_executions_empty( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test getting node executions for a workflow run with no executions. + + This test verifies: + - Empty result when no node executions exist + - Proper handling of empty data + - No errors when querying non-existent executions + """ + # Arrange: Setup test data + account_service = AccountService() + tenant_service = TenantService() + app_service = AppService() + workflow_run_service = WorkflowRunService() + + # Create account and tenant + account = account_service.create_account( + email="test@example.com", + name="Test User", + password="password123", + interface_language="en-US", + ) + TenantService.create_owner_tenant_if_not_exist(account, name="test_tenant") + tenant = account.current_tenant + + # Create app + app_args = { + "name": "Test App", + "mode": "chat", + "icon_type": "emoji", + "icon": "🚀", + "icon_background": "#4ECDC4", + } + app = app_service.create_app(tenant.id, app_args, account) + + # Create workflow run without node executions + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Act: Get node executions + result = workflow_run_service.get_workflow_run_node_executions( + app_model=app, + run_id=workflow_run.id, + user=account, + ) + + # Assert: Verify empty result + assert result is not None + assert len(result) == 0 + + def test_get_workflow_run_node_executions_invalid_workflow_run_id( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test getting node executions with invalid workflow run ID. + + This test verifies: + - Proper handling of invalid workflow run ID + - Empty result when workflow run doesn't exist + - No errors when querying with invalid ID + """ + # Arrange: Setup test data + account_service = AccountService() + tenant_service = TenantService() + app_service = AppService() + workflow_run_service = WorkflowRunService() + + # Create account and tenant + account = account_service.create_account( + email="test@example.com", + name="Test User", + password="password123", + interface_language="en-US", + ) + TenantService.create_owner_tenant_if_not_exist(account, name="test_tenant") + tenant = account.current_tenant + + # Create app + app_args = { + "name": "Test App", + "mode": "chat", + "icon_type": "emoji", + "icon": "🚀", + "icon_background": "#4ECDC4", + } + app = app_service.create_app(tenant.id, app_args, account) + + # Use invalid workflow run ID + invalid_workflow_run_id = str(uuid.uuid4()) + + # Act: Get node executions with invalid ID + result = workflow_run_service.get_workflow_run_node_executions( + app_model=app, + run_id=invalid_workflow_run_id, + user=account, + ) + + # Assert: Verify empty result + assert result is not None + assert len(result) == 0 + + def test_get_workflow_run_node_executions_database_error( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test getting node executions when database encounters an error. + + This test verifies: + - Proper error handling when database operations fail + - Graceful degradation in error scenarios + - Error propagation to calling code + """ + # Arrange: Setup test data + account_service = AccountService() + tenant_service = TenantService() + app_service = AppService() + workflow_run_service = WorkflowRunService() + + # Create account and tenant + account = account_service.create_account( + email="test@example.com", + name="Test User", + password="password123", + interface_language="en-US", + ) + TenantService.create_owner_tenant_if_not_exist(account, name="test_tenant") + tenant = account.current_tenant + + # Create app + app_args = { + "name": "Test App", + "mode": "chat", + "icon_type": "emoji", + "icon": "🚀", + "icon_background": "#4ECDC4", + } + app = app_service.create_app(tenant.id, app_args, account) + + # Create workflow run + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Mock database error by closing the session + db_session_with_containers.close() + + # Act & Assert: Verify error handling + with pytest.raises((Exception, RuntimeError)): + workflow_run_service.get_workflow_run_node_executions( + app_model=app, + run_id=workflow_run.id, + user=account, + ) + + def test_get_workflow_run_node_executions_end_user( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test node execution retrieval for end user. + + This test verifies: + - Proper handling of end user vs account user + - Correct tenant ID extraction for end users + - Repository method calls with proper parameters + """ + # Arrange: Create test data + fake = Faker() + app, account = self._create_test_app_and_account(db_session_with_containers, mock_external_service_dependencies) + + # Create workflow run + workflow_run = self._create_test_workflow_run(db_session_with_containers, app, account, "debugging") + + # Create end user + from extensions.ext_database import db + from models.model import EndUser + + end_user = EndUser( + tenant_id=app.tenant_id, + app_id=app.id, + type="web_app", + is_anonymous=False, + session_id=str(uuid.uuid4()), + external_user_id=str(uuid.uuid4()), + name=fake.name(), + ) + db.session.add(end_user) + db.session.commit() + + # Create node execution + from models.workflow import WorkflowNodeExecutionModel + + node_execution = WorkflowNodeExecutionModel( + tenant_id=app.tenant_id, + app_id=app.id, + workflow_id=workflow_run.workflow_id, + triggered_from="workflow-run", + workflow_run_id=workflow_run.id, + index=0, + node_id="node_0", + node_type="llm", + title="Node 0", + inputs=json.dumps({"input": "test_input"}), + process_data=json.dumps({"process": "test_process"}), + status="succeeded", + elapsed_time=0.5, + execution_metadata=json.dumps({"tokens": 50}), + created_by_role=CreatorUserRole.END_USER.value, + created_by=end_user.id, + created_at=datetime.now(UTC), + ) + db.session.add(node_execution) + db.session.commit() + + # Act: Execute the method under test + workflow_run_service = WorkflowRunService() + result = workflow_run_service.get_workflow_run_node_executions(app, workflow_run.id, end_user) + + # Assert: Verify the expected outcomes + assert result is not None + assert len(result) == 1 + + # Verify node execution properties + node_exec = result[0] + assert node_exec.tenant_id == app.tenant_id + assert node_exec.app_id == app.id + assert node_exec.workflow_run_id == workflow_run.id + assert node_exec.created_by == end_user.id + assert node_exec.created_by_role == CreatorUserRole.END_USER.value diff --git a/api/tests/test_containers_integration_tests/services/test_workflow_service.py b/api/tests/test_containers_integration_tests/services/test_workflow_service.py new file mode 100644 index 0000000000..018eb6d896 --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/test_workflow_service.py @@ -0,0 +1,1585 @@ +""" +TestContainers-based integration tests for WorkflowService. + +This module provides comprehensive integration testing for WorkflowService using +TestContainers to ensure realistic database interactions and proper isolation. +""" + +import json +from unittest.mock import MagicMock + +import pytest +from faker import Faker + +from models import Account, App, Workflow +from models.model import AppMode +from models.workflow import WorkflowType +from services.workflow_service import WorkflowService + + +class TestWorkflowService: + """ + Comprehensive integration tests for WorkflowService using testcontainers. + + This test class covers all major functionality of the WorkflowService: + - Workflow CRUD operations (Create, Read, Update, Delete) + - Workflow publishing and versioning + - Node execution and workflow running + - Workflow conversion and validation + - Error handling for various edge cases + + All tests use the testcontainers infrastructure to ensure proper database isolation + and realistic testing environment with actual database interactions. + """ + + def _create_test_account(self, db_session_with_containers, fake=None): + """ + Helper method to create a test account with realistic data. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + fake: Faker instance for generating test data + + Returns: + Account: Created test account instance + """ + fake = fake or Faker() + account = Account() + account.id = fake.uuid4() + account.email = fake.email() + account.name = fake.name() + account.avatar_url = fake.url() + account.tenant_id = fake.uuid4() + account.status = "active" + account.type = "normal" + account.role = "owner" + account.interface_language = "en-US" # Set interface language for Site creation + account.created_at = fake.date_time_this_year() + account.updated_at = account.created_at + + # Create a tenant for the account + from models.account import Tenant + + tenant = Tenant() + tenant.id = account.tenant_id + tenant.name = f"Test Tenant {fake.company()}" + tenant.plan = "basic" + tenant.status = "active" + tenant.created_at = fake.date_time_this_year() + tenant.updated_at = tenant.created_at + + from extensions.ext_database import db + + db.session.add(tenant) + db.session.add(account) + db.session.commit() + + # Set the current tenant for the account + account.current_tenant = tenant + + return account + + def _create_test_app(self, db_session_with_containers, fake=None): + """ + Helper method to create a test app with realistic data. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + fake: Faker instance for generating test data + + Returns: + App: Created test app instance + """ + fake = fake or Faker() + app = App() + app.id = fake.uuid4() + app.tenant_id = fake.uuid4() + app.name = fake.company() + app.description = fake.text() + app.mode = AppMode.WORKFLOW.value + app.icon_type = "emoji" + app.icon = "🤖" + app.icon_background = "#FFEAD5" + app.enable_site = True + app.enable_api = True + app.created_by = fake.uuid4() + app.updated_by = app.created_by + app.workflow_id = None # Will be set when workflow is created + + from extensions.ext_database import db + + db.session.add(app) + db.session.commit() + return app + + def _create_test_workflow(self, db_session_with_containers, app, account, fake=None): + """ + Helper method to create a test workflow associated with an app. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + app: The app to associate the workflow with + account: The account creating the workflow + fake: Faker instance for generating test data + + Returns: + Workflow: Created test workflow instance + """ + fake = fake or Faker() + workflow = Workflow() + workflow.id = fake.uuid4() + workflow.tenant_id = app.tenant_id + workflow.app_id = app.id + workflow.type = WorkflowType.WORKFLOW.value + workflow.version = Workflow.VERSION_DRAFT + workflow.graph = json.dumps({"nodes": [], "edges": []}) + workflow.features = json.dumps({"features": []}) + # unique_hash is a computed property based on graph and features + workflow.created_by = account.id + workflow.updated_by = account.id + workflow.environment_variables = [] + workflow.conversation_variables = [] + + from extensions.ext_database import db + + db.session.add(workflow) + db.session.commit() + return workflow + + def test_get_node_last_run_success(self, db_session_with_containers): + """ + Test successful retrieval of the most recent execution for a specific node. + + This test verifies that the service can correctly retrieve the last execution + record for a workflow node, which is essential for debugging and monitoring + workflow execution history. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + + # Create a mock node execution record + from models.enums import CreatorUserRole + from models.workflow import WorkflowNodeExecutionModel + + node_execution = WorkflowNodeExecutionModel() + node_execution.id = fake.uuid4() + node_execution.tenant_id = app.tenant_id + node_execution.app_id = app.id + node_execution.workflow_id = workflow.id + node_execution.triggered_from = "single-step" # Required field + node_execution.index = 1 # Required field + node_execution.node_id = "test-node-1" + node_execution.node_type = "test_node" + node_execution.title = "Test Node" # Required field + node_execution.status = "succeeded" + node_execution.created_by_role = CreatorUserRole.ACCOUNT.value # Required field + node_execution.created_by = account.id # Required field + node_execution.created_at = fake.date_time_this_year() + + from extensions.ext_database import db + + db.session.add(node_execution) + db.session.commit() + + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_node_last_run(app, workflow, "test-node-1") + + # Assert + assert result is not None + assert result.node_id == "test-node-1" + assert result.workflow_id == workflow.id + assert result.status == "succeeded" + + def test_get_node_last_run_not_found(self, db_session_with_containers): + """ + Test retrieval when no execution record exists for the specified node. + + This test ensures that the service correctly handles cases where there are + no previous executions for a node, returning None as expected. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_node_last_run(app, workflow, "non-existent-node") + + # Assert + assert result is None + + def test_is_workflow_exist_true(self, db_session_with_containers): + """ + Test workflow existence check when a draft workflow exists. + + This test verifies that the service correctly identifies when a draft workflow + exists for an application, which is important for workflow management operations. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + + workflow_service = WorkflowService() + + # Act + result = workflow_service.is_workflow_exist(app) + + # Assert + assert result is True + + def test_is_workflow_exist_false(self, db_session_with_containers): + """ + Test workflow existence check when no draft workflow exists. + + This test ensures that the service correctly identifies when no draft workflow + exists for an application, which is the initial state for new apps. + """ + # Arrange + fake = Faker() + app = self._create_test_app(db_session_with_containers, fake) + # Don't create any workflow + + workflow_service = WorkflowService() + + # Act + result = workflow_service.is_workflow_exist(app) + + # Assert + assert result is False + + def test_get_draft_workflow_success(self, db_session_with_containers): + """ + Test successful retrieval of a draft workflow. + + This test verifies that the service can correctly retrieve an existing + draft workflow for an application, which is essential for workflow editing + and development workflows. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_draft_workflow(app) + + # Assert + assert result is not None + assert result.id == workflow.id + assert result.version == Workflow.VERSION_DRAFT + assert result.app_id == app.id + assert result.tenant_id == app.tenant_id + + def test_get_draft_workflow_not_found(self, db_session_with_containers): + """ + Test draft workflow retrieval when no draft workflow exists. + + This test ensures that the service correctly handles cases where there is + no draft workflow for an application, returning None as expected. + """ + # Arrange + fake = Faker() + app = self._create_test_app(db_session_with_containers, fake) + # Don't create any workflow + + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_draft_workflow(app) + + # Assert + assert result is None + + def test_get_published_workflow_by_id_success(self, db_session_with_containers): + """ + Test successful retrieval of a published workflow by ID. + + This test verifies that the service can correctly retrieve a published + workflow using its ID, which is essential for workflow execution and + reference operations. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create a published workflow (not draft) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow.version = "2024.01.01.001" # Published version + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_published_workflow_by_id(app, workflow.id) + + # Assert + assert result is not None + assert result.id == workflow.id + assert result.version != Workflow.VERSION_DRAFT + assert result.app_id == app.id + + def test_get_published_workflow_by_id_draft_error(self, db_session_with_containers): + """ + Test error when trying to retrieve a draft workflow as published. + + This test ensures that the service correctly prevents access to draft + workflows when a published version is requested, maintaining proper + workflow version control. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + # Keep as draft version + + workflow_service = WorkflowService() + + # Act & Assert + from services.errors.app import IsDraftWorkflowError + + with pytest.raises(IsDraftWorkflowError): + workflow_service.get_published_workflow_by_id(app, workflow.id) + + def test_get_published_workflow_by_id_not_found(self, db_session_with_containers): + """ + Test retrieval when no workflow exists with the specified ID. + + This test ensures that the service correctly handles cases where the + requested workflow ID doesn't exist in the system. + """ + # Arrange + fake = Faker() + app = self._create_test_app(db_session_with_containers, fake) + non_existent_workflow_id = fake.uuid4() + + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_published_workflow_by_id(app, non_existent_workflow_id) + + # Assert + assert result is None + + def test_get_published_workflow_success(self, db_session_with_containers): + """ + Test successful retrieval of the current published workflow for an app. + + This test verifies that the service can correctly retrieve the published + workflow that is currently associated with an application. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create a published workflow and associate it with the app + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow.version = "2024.01.01.001" # Published version + + from extensions.ext_database import db + + app.workflow_id = workflow.id + db.session.commit() + + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_published_workflow(app) + + # Assert + assert result is not None + assert result.id == workflow.id + assert result.version != Workflow.VERSION_DRAFT + assert result.app_id == app.id + + def test_get_published_workflow_no_workflow_id(self, db_session_with_containers): + """ + Test retrieval when app has no associated workflow ID. + + This test ensures that the service correctly handles cases where an + application doesn't have any published workflow associated with it. + """ + # Arrange + fake = Faker() + app = self._create_test_app(db_session_with_containers, fake) + # app.workflow_id is None by default + + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_published_workflow(app) + + # Assert + assert result is None + + def test_get_all_published_workflow_pagination(self, db_session_with_containers): + """ + Test pagination of published workflows. + + This test verifies that the service can correctly paginate through + published workflows, supporting large workflow collections and + efficient data retrieval. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create multiple published workflows + workflows = [] + for i in range(5): + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow.version = f"2024.01.0{i + 1}.001" # Published version + workflow.marked_name = f"Workflow {i + 1}" + workflows.append(workflow) + + # Set the app's workflow_id to the first workflow + app.workflow_id = workflows[0].id + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act - First page + result_workflows, has_more = workflow_service.get_all_published_workflow( + session=db.session, + app_model=app, + page=1, + limit=3, + user_id=None, # Show all workflows + ) + + # Assert + assert len(result_workflows) == 3 + assert has_more is True + + # Act - Second page + result_workflows, has_more = workflow_service.get_all_published_workflow( + session=db.session, + app_model=app, + page=2, + limit=3, + user_id=None, # Show all workflows + ) + + # Assert + assert len(result_workflows) == 2 + assert has_more is False + + def test_get_all_published_workflow_user_filter(self, db_session_with_containers): + """ + Test filtering published workflows by user. + + This test verifies that the service can correctly filter workflows + by the user who created them, supporting user-specific workflow + management and access control. + """ + # Arrange + fake = Faker() + account1 = self._create_test_account(db_session_with_containers, fake) + account2 = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create workflows by different users + workflow1 = self._create_test_workflow(db_session_with_containers, app, account1, fake) + workflow1.version = "2024.01.01.001" # Published version + workflow1.created_by = account1.id + + workflow2 = self._create_test_workflow(db_session_with_containers, app, account2, fake) + workflow2.version = "2024.01.02.001" # Published version + workflow2.created_by = account2.id + + # Set the app's workflow_id to the first workflow + app.workflow_id = workflow1.id + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act - Filter by account1 + result_workflows, has_more = workflow_service.get_all_published_workflow( + session=db.session, app_model=app, page=1, limit=10, user_id=account1.id + ) + + # Assert + assert len(result_workflows) == 1 + assert result_workflows[0].created_by == account1.id + + def test_get_all_published_workflow_named_only_filter(self, db_session_with_containers): + """ + Test filtering published workflows to show only named workflows. + + This test verifies that the service correctly filters workflows + to show only those with marked names, supporting workflow + organization and management features. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create workflows with and without names + workflow1 = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow1.version = "2024.01.01.001" # Published version + workflow1.marked_name = "Named Workflow 1" + + workflow2 = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow2.version = "2024.01.02.001" # Published version + workflow2.marked_name = "" # No name + + workflow3 = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow3.version = "2024.01.03.001" # Published version + workflow3.marked_name = "Named Workflow 3" + + # Set the app's workflow_id to the first workflow + app.workflow_id = workflow1.id + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act - Filter named only + result_workflows, has_more = workflow_service.get_all_published_workflow( + session=db.session, app_model=app, page=1, limit=10, user_id=None, named_only=True + ) + + # Assert + assert len(result_workflows) == 2 + assert all(wf.marked_name for wf in result_workflows) + + def test_sync_draft_workflow_create_new(self, db_session_with_containers): + """ + Test creating a new draft workflow through sync operation. + + This test verifies that the service can correctly create a new draft + workflow when none exists, which is the initial workflow setup process. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + graph = {"nodes": [{"id": "start", "type": "start"}], "edges": []} + features = {"features": ["feature1", "feature2"]} + # Don't pre-calculate hash, let the service generate it + unique_hash = None + + environment_variables = [] + conversation_variables = [] + + workflow_service = WorkflowService() + + # Act + result = workflow_service.sync_draft_workflow( + app_model=app, + graph=graph, + features=features, + unique_hash=unique_hash, + account=account, + environment_variables=environment_variables, + conversation_variables=conversation_variables, + ) + + # Assert + assert result is not None + assert result.version == Workflow.VERSION_DRAFT + assert result.app_id == app.id + assert result.tenant_id == app.tenant_id + assert result.unique_hash is not None # Should have a hash generated + assert result.graph == json.dumps(graph) + assert result.features == json.dumps(features) + assert result.created_by == account.id + + def test_sync_draft_workflow_update_existing(self, db_session_with_containers): + """ + Test updating an existing draft workflow through sync operation. + + This test verifies that the service can correctly update an existing + draft workflow with new graph and features data. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create existing draft workflow + existing_workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + # Get the actual hash that was generated + original_hash = existing_workflow.unique_hash + + new_graph = {"nodes": [{"id": "start", "type": "start"}, {"id": "end", "type": "end"}], "edges": []} + new_features = {"features": ["feature1", "feature2", "feature3"]} + + environment_variables = [] + conversation_variables = [] + + workflow_service = WorkflowService() + + # Act + result = workflow_service.sync_draft_workflow( + app_model=app, + graph=new_graph, + features=new_features, + unique_hash=original_hash, # Use original hash to allow update + account=account, + environment_variables=environment_variables, + conversation_variables=conversation_variables, + ) + + # Assert + assert result is not None + assert result.id == existing_workflow.id # Same workflow updated + assert result.version == Workflow.VERSION_DRAFT + # Hash should be updated to reflect new content + assert result.unique_hash != original_hash # Hash should change after update + assert result.graph == json.dumps(new_graph) + assert result.features == json.dumps(new_features) + assert result.updated_by == account.id + + def test_sync_draft_workflow_hash_mismatch_error(self, db_session_with_containers): + """ + Test error when sync is attempted with mismatched hash. + + This test ensures that the service correctly prevents workflow sync + when the hash doesn't match, maintaining workflow consistency and + preventing concurrent modification conflicts. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create existing draft workflow + existing_workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + # Get the actual hash that was generated + original_hash = existing_workflow.unique_hash + + new_graph = {"nodes": [{"id": "start", "type": "start"}], "edges": []} + new_features = {"features": ["feature1"]} + # Use a different hash to trigger the error + mismatched_hash = "different_hash_12345" + environment_variables = [] + conversation_variables = [] + + workflow_service = WorkflowService() + + # Act & Assert + from services.errors.app import WorkflowHashNotEqualError + + with pytest.raises(WorkflowHashNotEqualError): + workflow_service.sync_draft_workflow( + app_model=app, + graph=new_graph, + features=new_features, + unique_hash=mismatched_hash, + account=account, + environment_variables=environment_variables, + conversation_variables=conversation_variables, + ) + + def test_publish_workflow_success(self, db_session_with_containers): + """ + Test successful workflow publishing. + + This test verifies that the service can correctly publish a draft + workflow, creating a new published version with proper versioning + and status management. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create draft workflow + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow.version = Workflow.VERSION_DRAFT + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act - Mock current_user context and pass session + from unittest.mock import patch + + with patch("flask_login.utils._get_user", return_value=account): + result = workflow_service.publish_workflow( + session=db_session_with_containers, app_model=app, account=account + ) + + # Assert + assert result is not None + assert result.version != Workflow.VERSION_DRAFT + # Version should be a timestamp format like '2025-08-22 00:10:24.722051' + assert isinstance(result.version, str) + assert len(result.version) > 10 # Should be a reasonable timestamp length + assert result.created_by == account.id + + def test_publish_workflow_no_draft_error(self, db_session_with_containers): + """ + Test error when publishing workflow without draft. + + This test ensures that the service correctly prevents publishing + when no draft workflow exists, maintaining workflow state consistency. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Don't create any workflow - app should have no draft + + workflow_service = WorkflowService() + + # Act & Assert + with pytest.raises(ValueError, match="No valid workflow found"): + workflow_service.publish_workflow(session=db_session_with_containers, app_model=app, account=account) + + def test_publish_workflow_already_published_error(self, db_session_with_containers): + """ + Test error when publishing already published workflow. + + This test ensures that the service correctly prevents re-publishing + of already published workflows, maintaining version control integrity. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create already published workflow + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow.version = "2024.01.01.001" # Already published + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act & Assert + with pytest.raises(ValueError, match="No valid workflow found"): + workflow_service.publish_workflow(session=db_session_with_containers, app_model=app, account=account) + + def test_get_default_block_configs(self, db_session_with_containers): + """ + Test retrieval of default block configurations for all node types. + + This test verifies that the service can correctly retrieve default + configurations for all available workflow node types, which is + essential for workflow design and configuration. + """ + # Arrange + workflow_service = WorkflowService() + + # Act + result = workflow_service.get_default_block_configs() + + # Assert + assert isinstance(result, list) + # The list might be empty if no default configs are available + # This is acceptable behavior + + # Check that each config has required structure if any exist + for config in result: + assert isinstance(config, dict) + # The structure can vary, so we just check it's a dict + + def test_get_default_block_config_specific_type(self, db_session_with_containers): + """ + Test retrieval of default block configuration for a specific node type. + + This test verifies that the service can correctly retrieve default + configuration for a specific workflow node type, supporting targeted + workflow node configuration. + """ + # Arrange + workflow_service = WorkflowService() + node_type = "start" # Common node type + + # Act + result = workflow_service.get_default_block_config(node_type=node_type) + + # Assert + # The result might be None if no default config is available for this node type + # This is acceptable behavior + assert result is None or isinstance(result, dict) + + def test_get_default_block_config_invalid_type(self, db_session_with_containers): + """ + Test retrieval of default block configuration for invalid node type. + + This test ensures that the service correctly handles requests for + invalid or non-existent node types, returning None as expected. + """ + # Arrange + workflow_service = WorkflowService() + invalid_node_type = "invalid_node_type_12345" + + # Act + try: + result = workflow_service.get_default_block_config(node_type=invalid_node_type) + # If we get here, the service should return None for invalid types + assert result is None + except ValueError: + # It's also acceptable for the service to raise a ValueError for invalid types + pass + + def test_get_default_block_config_with_filters(self, db_session_with_containers): + """ + Test retrieval of default block configuration with filters. + + This test verifies that the service can correctly apply filters + when retrieving default configurations, supporting conditional + configuration retrieval. + """ + # Arrange + workflow_service = WorkflowService() + node_type = "start" + filters = {"category": "input"} + + # Act + result = workflow_service.get_default_block_config(node_type=node_type, filters=filters) + + # Assert + # Result might be None if filters don't match, but should not raise error + assert result is None or isinstance(result, dict) + + def test_convert_to_workflow_chat_mode_success(self, db_session_with_containers): + """ + Test successful conversion from chat mode app to workflow mode. + + This test verifies that the service can correctly convert a chatbot + application to workflow mode, which is essential for app mode migration. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + + # Create chat mode app + app = self._create_test_app(db_session_with_containers, fake) + app.mode = AppMode.CHAT.value + + # Create app model config (required for conversion) + from models.model import AppModelConfig + + app_model_config = AppModelConfig() + app_model_config.id = fake.uuid4() + app_model_config.app_id = app.id + app_model_config.tenant_id = app.tenant_id + app_model_config.provider = "openai" + app_model_config.model_id = "gpt-3.5-turbo" + # Set the model field directly - this is what model_dict property returns + app_model_config.model = json.dumps( + { + "provider": "openai", + "name": "gpt-3.5-turbo", + "completion_params": {"max_tokens": 1000, "temperature": 0.7}, + } + ) + # Set pre_prompt for PromptTemplateConfigManager + app_model_config.pre_prompt = "You are a helpful assistant." + app_model_config.created_by = account.id + app_model_config.updated_by = account.id + + from extensions.ext_database import db + + db.session.add(app_model_config) + app.app_model_config_id = app_model_config.id + db.session.commit() + + workflow_service = WorkflowService() + conversion_args = { + "name": "Converted Workflow App", + "icon_type": "emoji", + "icon": "🚀", + "icon_background": "#FF5733", + } + + # Act + result = workflow_service.convert_to_workflow(app_model=app, account=account, args=conversion_args) + + # Assert + assert result is not None + assert result.mode == AppMode.ADVANCED_CHAT.value # CHAT mode converts to ADVANCED_CHAT, not WORKFLOW + assert result.name == conversion_args["name"] + assert result.icon == conversion_args["icon"] + assert result.icon_type == conversion_args["icon_type"] + assert result.icon_background == conversion_args["icon_background"] + + def test_convert_to_workflow_completion_mode_success(self, db_session_with_containers): + """ + Test successful conversion from completion mode app to workflow mode. + + This test verifies that the service can correctly convert a completion + application to workflow mode, supporting different app type migrations. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + + # Create completion mode app + app = self._create_test_app(db_session_with_containers, fake) + app.mode = AppMode.COMPLETION.value + + # Create app model config (required for conversion) + from models.model import AppModelConfig + + app_model_config = AppModelConfig() + app_model_config.id = fake.uuid4() + app_model_config.app_id = app.id + app_model_config.tenant_id = app.tenant_id + app_model_config.provider = "openai" + app_model_config.model_id = "gpt-3.5-turbo" + # Set the model field directly - this is what model_dict property returns + app_model_config.model = json.dumps( + { + "provider": "openai", + "name": "gpt-3.5-turbo", + "completion_params": {"max_tokens": 1000, "temperature": 0.7}, + } + ) + # Set pre_prompt for PromptTemplateConfigManager + app_model_config.pre_prompt = "Complete the following text:" + app_model_config.created_by = account.id + app_model_config.updated_by = account.id + + from extensions.ext_database import db + + db.session.add(app_model_config) + app.app_model_config_id = app_model_config.id + db.session.commit() + + workflow_service = WorkflowService() + conversion_args = { + "name": "Converted Workflow App", + "icon_type": "emoji", + "icon": "🚀", + "icon_background": "#FF5733", + } + + # Act + result = workflow_service.convert_to_workflow(app_model=app, account=account, args=conversion_args) + + # Assert + assert result is not None + assert result.mode == AppMode.WORKFLOW.value + assert result.name == conversion_args["name"] + assert result.icon == conversion_args["icon"] + assert result.icon_type == conversion_args["icon_type"] + assert result.icon_background == conversion_args["icon_background"] + + def test_convert_to_workflow_unsupported_mode_error(self, db_session_with_containers): + """ + Test error when attempting to convert unsupported app mode. + + This test ensures that the service correctly prevents conversion + of apps that are not in supported modes for workflow conversion. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + + # Create workflow mode app (already in workflow mode) + app = self._create_test_app(db_session_with_containers, fake) + app.mode = AppMode.WORKFLOW.value + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + conversion_args = {"name": "Test"} + + # Act & Assert + with pytest.raises(ValueError, match="Current App mode: workflow is not supported convert to workflow"): + workflow_service.convert_to_workflow(app_model=app, account=account, args=conversion_args) + + def test_validate_features_structure_advanced_chat(self, db_session_with_containers): + """ + Test feature structure validation for advanced chat mode apps. + + This test verifies that the service can correctly validate feature + structures for advanced chat applications, ensuring proper configuration. + """ + # Arrange + fake = Faker() + app = self._create_test_app(db_session_with_containers, fake) + app.mode = AppMode.ADVANCED_CHAT.value + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + features = { + "opening_statement": "Hello!", + "suggested_questions": ["Question 1", "Question 2"], + "more_like_this": True, + } + + # Act + result = workflow_service.validate_features_structure(app_model=app, features=features) + + # Assert + # The validation should return the validated config or raise an error + # The exact behavior depends on the AdvancedChatAppConfigManager implementation + assert result is not None or isinstance(result, dict) + + def test_validate_features_structure_workflow(self, db_session_with_containers): + """ + Test feature structure validation for workflow mode apps. + + This test verifies that the service can correctly validate feature + structures for workflow applications, ensuring proper configuration. + """ + # Arrange + fake = Faker() + app = self._create_test_app(db_session_with_containers, fake) + app.mode = AppMode.WORKFLOW.value + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + features = {"workflow_config": {"max_steps": 10, "timeout": 300}} + + # Act + result = workflow_service.validate_features_structure(app_model=app, features=features) + + # Assert + # The validation should return the validated config or raise an error + # The exact behavior depends on the WorkflowAppConfigManager implementation + assert result is not None or isinstance(result, dict) + + def test_validate_features_structure_invalid_mode(self, db_session_with_containers): + """ + Test error when validating features for invalid app mode. + + This test ensures that the service correctly handles feature validation + for unsupported app modes, preventing invalid operations. + """ + # Arrange + fake = Faker() + app = self._create_test_app(db_session_with_containers, fake) + app.mode = "invalid_mode" # Invalid mode + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + features = {"test": "value"} + + # Act & Assert + with pytest.raises(ValueError, match="Invalid app mode: invalid_mode"): + workflow_service.validate_features_structure(app_model=app, features=features) + + def test_update_workflow_success(self, db_session_with_containers): + """ + Test successful workflow update with allowed fields. + + This test verifies that the service can correctly update workflow + attributes like marked_name and marked_comment, supporting workflow + metadata management. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + update_data = {"marked_name": "Updated Workflow Name", "marked_comment": "Updated workflow comment"} + + # Act + result = workflow_service.update_workflow( + session=db.session, + workflow_id=workflow.id, + tenant_id=workflow.tenant_id, + account_id=account.id, + data=update_data, + ) + + # Assert + assert result is not None + assert result.marked_name == update_data["marked_name"] + assert result.marked_comment == update_data["marked_comment"] + assert result.updated_by == account.id + + def test_update_workflow_not_found(self, db_session_with_containers): + """ + Test workflow update when workflow doesn't exist. + + This test ensures that the service correctly handles update attempts + on non-existent workflows, returning None as expected. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + from extensions.ext_database import db + + workflow_service = WorkflowService() + non_existent_workflow_id = fake.uuid4() + update_data = {"marked_name": "Test"} + + # Act + result = workflow_service.update_workflow( + session=db.session, + workflow_id=non_existent_workflow_id, + tenant_id=app.tenant_id, + account_id=account.id, + data=update_data, + ) + + # Assert + assert result is None + + def test_update_workflow_ignores_disallowed_fields(self, db_session_with_containers): + """ + Test that workflow update ignores disallowed fields. + + This test verifies that the service correctly filters update data, + only allowing modifications to permitted fields and ignoring others. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + original_name = workflow.marked_name + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + update_data = { + "marked_name": "Allowed Update", + "graph": "disallowed_field", # Should be ignored + "features": "disallowed_field", # Should be ignored + } + + # Act + result = workflow_service.update_workflow( + session=db.session, + workflow_id=workflow.id, + tenant_id=workflow.tenant_id, + account_id=account.id, + data=update_data, + ) + + # Assert + assert result is not None + assert result.marked_name == "Allowed Update" # Allowed field updated + # Disallowed fields should not be changed + assert result.graph == workflow.graph + assert result.features == workflow.features + + def test_delete_workflow_success(self, db_session_with_containers): + """ + Test successful workflow deletion. + + This test verifies that the service can correctly delete a workflow + when it's not in use and not a draft version, supporting workflow + lifecycle management. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create a published workflow (not draft) + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow.version = "2024.01.01.001" # Published version + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act + result = workflow_service.delete_workflow( + session=db.session, workflow_id=workflow.id, tenant_id=workflow.tenant_id + ) + + # Assert + assert result is True + + # Verify workflow is actually deleted + deleted_workflow = db.session.query(Workflow).filter_by(id=workflow.id).first() + assert deleted_workflow is None + + def test_delete_workflow_draft_error(self, db_session_with_containers): + """ + Test error when attempting to delete a draft workflow. + + This test ensures that the service correctly prevents deletion + of draft workflows, maintaining workflow development integrity. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create draft workflow + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + # Keep as draft version + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act & Assert + from services.errors.workflow_service import DraftWorkflowDeletionError + + with pytest.raises(DraftWorkflowDeletionError, match="Cannot delete draft workflow versions"): + workflow_service.delete_workflow(session=db.session, workflow_id=workflow.id, tenant_id=workflow.tenant_id) + + def test_delete_workflow_in_use_error(self, db_session_with_containers): + """ + Test error when attempting to delete a workflow that's in use by an app. + + This test ensures that the service correctly prevents deletion + of workflows that are currently referenced by applications. + """ + # Arrange + fake = Faker() + account = self._create_test_account(db_session_with_containers, fake) + app = self._create_test_app(db_session_with_containers, fake) + + # Create a published workflow + workflow = self._create_test_workflow(db_session_with_containers, app, account, fake) + workflow.version = "2024.01.01.001" # Published version + + # Associate workflow with app + app.workflow_id = workflow.id + + from extensions.ext_database import db + + db.session.commit() + + workflow_service = WorkflowService() + + # Act & Assert + from services.errors.workflow_service import WorkflowInUseError + + with pytest.raises(WorkflowInUseError, match="Cannot delete workflow that is currently in use by app"): + workflow_service.delete_workflow(session=db.session, workflow_id=workflow.id, tenant_id=workflow.tenant_id) + + def test_delete_workflow_not_found_error(self, db_session_with_containers): + """ + Test error when attempting to delete a non-existent workflow. + + This test ensures that the service correctly handles deletion + attempts on workflows that don't exist in the system. + """ + # Arrange + fake = Faker() + app = self._create_test_app(db_session_with_containers, fake) + non_existent_workflow_id = fake.uuid4() + + from extensions.ext_database import db + + workflow_service = WorkflowService() + + # Act & Assert + with pytest.raises(ValueError, match=f"Workflow with ID {non_existent_workflow_id} not found"): + workflow_service.delete_workflow( + session=db.session, workflow_id=non_existent_workflow_id, tenant_id=app.tenant_id + ) + + def test_run_free_workflow_node_success(self, db_session_with_containers): + """ + Test successful execution of a free workflow node. + + This test verifies that the service can correctly execute a standalone + workflow node without requiring a full workflow context, supporting + node testing and development workflows. + """ + # Arrange + fake = Faker() + tenant_id = fake.uuid4() + user_id = fake.uuid4() + node_id = "test-node-1" + node_data = { + "type": "parameter-extractor", # Use supported NodeType + "title": "Parameter Extractor Node", # Required by BaseNodeData + "model": { + "provider": "openai", + "name": "gpt-3.5-turbo", + "mode": "chat", + "completion_params": {"max_tokens": 1000, "temperature": 0.7}, + }, + "query": ["Extract parameters from the input"], + "parameters": [{"name": "param1", "type": "string", "description": "First parameter", "required": True}], + "reasoning_mode": "function_call", + } + user_inputs = {"input1": "test_value"} + + workflow_service = WorkflowService() + + # Act + result = workflow_service.run_free_workflow_node( + node_data=node_data, tenant_id=tenant_id, user_id=user_id, node_id=node_id, user_inputs=user_inputs + ) + + # Assert + assert result is not None + assert result.node_id == node_id + assert result.workflow_id == "" # No workflow ID for free nodes + assert result.index == 1 + + def test_run_free_workflow_node_with_complex_inputs(self, db_session_with_containers): + """ + Test execution of a free workflow node with complex input data. + + This test verifies that the service can handle complex input structures + when executing free workflow nodes, supporting realistic workflow scenarios. + + Note: This test is currently simplified to avoid external service dependencies + that are not available in the test environment. + """ + # Arrange + fake = Faker() + tenant_id = fake.uuid4() + user_id = fake.uuid4() + node_id = "complex-node-1" + + # Use a simple node type that doesn't require external services + node_data = { + "type": "start", # Use start node type which has minimal dependencies + "title": "Start Node", # Required by BaseNodeData + } + user_inputs = { + "text_input": "Sample text", + "number_input": 42, + "list_input": ["item1", "item2", "item3"], + "dict_input": {"key1": "value1", "key2": "value2"}, + } + + workflow_service = WorkflowService() + + # Act + # Since start nodes are not supported in run_free_node, we expect an error + with pytest.raises(Exception) as exc_info: + workflow_service.run_free_workflow_node( + node_data=node_data, tenant_id=tenant_id, user_id=user_id, node_id=node_id, user_inputs=user_inputs + ) + + # Verify the error message indicates the expected issue + error_msg = str(exc_info.value).lower() + assert any(keyword in error_msg for keyword in ["start", "not supported", "external"]) + + def test_handle_node_run_result_success(self, db_session_with_containers): + """ + Test successful handling of node run results. + + This test verifies that the service can correctly process and format + successful node execution results, ensuring proper data structure + for workflow execution tracking. + """ + # Arrange + fake = Faker() + node_id = "test-node-1" + start_at = fake.unix_time() + + # Mock successful node execution + def mock_successful_invoke(): + from core.workflow.entities.node_entities import NodeRunResult + from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus + from core.workflow.nodes.base.node import BaseNode + from core.workflow.nodes.event import RunCompletedEvent + + # Create mock node + mock_node = MagicMock(spec=BaseNode) + mock_node.type_ = "start" # Use valid NodeType + mock_node.title = "Test Node" + mock_node.continue_on_error = False + + # Create mock result with valid metadata + mock_result = NodeRunResult( + status=WorkflowNodeExecutionStatus.SUCCEEDED, + inputs={"input1": "value1"}, + outputs={"output1": "result1"}, + process_data={"process1": "data1"}, + metadata={"total_tokens": 100}, # Use valid metadata field + ) + + # Create mock event + mock_event = RunCompletedEvent(run_result=mock_result) + + return mock_node, [mock_event] + + workflow_service = WorkflowService() + + # Act + result = workflow_service._handle_node_run_result( + invoke_node_fn=mock_successful_invoke, start_at=start_at, node_id=node_id + ) + + # Assert + assert result is not None + assert result.node_id == node_id + assert result.node_type == "start" # Should match the mock node type + assert result.title == "Test Node" + # Import the enum for comparison + from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus + + assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED + assert result.inputs is not None + assert result.outputs is not None + assert result.process_data is not None + + def test_handle_node_run_result_failure(self, db_session_with_containers): + """ + Test handling of failed node run results. + + This test verifies that the service can correctly process and format + failed node execution results, ensuring proper error handling and + status tracking for workflow execution. + """ + # Arrange + fake = Faker() + node_id = "test-node-1" + start_at = fake.unix_time() + + # Mock failed node execution + def mock_failed_invoke(): + from core.workflow.entities.node_entities import NodeRunResult + from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus + from core.workflow.nodes.base.node import BaseNode + from core.workflow.nodes.event import RunCompletedEvent + + # Create mock node + mock_node = MagicMock(spec=BaseNode) + mock_node.type_ = "llm" # Use valid NodeType + mock_node.title = "Test Node" + mock_node.continue_on_error = False + + # Create mock failed result + mock_result = NodeRunResult( + status=WorkflowNodeExecutionStatus.FAILED, + inputs={"input1": "value1"}, + error="Test error message", + error_type="TestError", + ) + + # Create mock event + mock_event = RunCompletedEvent(run_result=mock_result) + + return mock_node, [mock_event] + + workflow_service = WorkflowService() + + # Act + result = workflow_service._handle_node_run_result( + invoke_node_fn=mock_failed_invoke, start_at=start_at, node_id=node_id + ) + + # Assert + assert result is not None + assert result.node_id == node_id + # Import the enum for comparison + from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus + + assert result.status == WorkflowNodeExecutionStatus.FAILED + assert result.error is not None + assert "Test error message" in str(result.error) + + def test_handle_node_run_result_continue_on_error(self, db_session_with_containers): + """ + Test handling of node run results with continue_on_error strategy. + + This test verifies that the service can correctly handle nodes + configured to continue execution even when errors occur, supporting + resilient workflow execution strategies. + """ + # Arrange + fake = Faker() + node_id = "test-node-1" + start_at = fake.unix_time() + + # Mock node execution with continue_on_error + def mock_continue_on_error_invoke(): + from core.workflow.entities.node_entities import NodeRunResult + from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus + from core.workflow.nodes.base.node import BaseNode + from core.workflow.nodes.enums import ErrorStrategy + from core.workflow.nodes.event import RunCompletedEvent + + # Create mock node with continue_on_error + mock_node = MagicMock(spec=BaseNode) + mock_node.type_ = "tool" # Use valid NodeType + mock_node.title = "Test Node" + mock_node.continue_on_error = True + mock_node.error_strategy = ErrorStrategy.DEFAULT_VALUE + mock_node.default_value_dict = {"default_output": "default_value"} + + # Create mock failed result + mock_result = NodeRunResult( + status=WorkflowNodeExecutionStatus.FAILED, + inputs={"input1": "value1"}, + error="Test error message", + error_type="TestError", + ) + + # Create mock event + mock_event = RunCompletedEvent(run_result=mock_result) + + return mock_node, [mock_event] + + workflow_service = WorkflowService() + + # Act + result = workflow_service._handle_node_run_result( + invoke_node_fn=mock_continue_on_error_invoke, start_at=start_at, node_id=node_id + ) + + # Assert + assert result is not None + assert result.node_id == node_id + # Import the enum for comparison + from core.workflow.entities.workflow_node_execution import WorkflowNodeExecutionStatus + + assert result.status == WorkflowNodeExecutionStatus.EXCEPTION # Should be EXCEPTION, not FAILED + assert result.outputs is not None + assert "default_output" in result.outputs + assert result.outputs["default_output"] == "default_value" + assert "error_message" in result.outputs + assert "error_type" in result.outputs diff --git a/api/tests/test_containers_integration_tests/services/test_workspace_service.py b/api/tests/test_containers_integration_tests/services/test_workspace_service.py new file mode 100644 index 0000000000..3fd439256d --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/test_workspace_service.py @@ -0,0 +1,529 @@ +from unittest.mock import patch + +import pytest +from faker import Faker + +from models.account import Account, Tenant, TenantAccountJoin, TenantAccountRole +from services.workspace_service import WorkspaceService + + +class TestWorkspaceService: + """Integration tests for WorkspaceService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.workspace_service.FeatureService") as mock_feature_service, + patch("services.workspace_service.TenantService") as mock_tenant_service, + patch("services.workspace_service.dify_config") as mock_dify_config, + ): + # Setup default mock returns + mock_feature_service.get_features.return_value.can_replace_logo = True + mock_tenant_service.has_roles.return_value = True + mock_dify_config.FILES_URL = "https://example.com/files" + + yield { + "feature_service": mock_feature_service, + "tenant_service": mock_tenant_service, + "dify_config": mock_dify_config, + } + + def _create_test_account_and_tenant(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test account and tenant for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (account, tenant) - Created account and tenant instances + """ + fake = Faker() + + # Create account + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status="active", + ) + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Create tenant + tenant = Tenant( + name=fake.company(), + status="normal", + plan="basic", + custom_config='{"replace_webapp_logo": true, "remove_webapp_brand": false}', + ) + db.session.add(tenant) + db.session.commit() + + # Create tenant-account join with owner role + join = TenantAccountJoin( + tenant_id=tenant.id, + account_id=account.id, + role=TenantAccountRole.OWNER.value, + current=True, + ) + db.session.add(join) + db.session.commit() + + # Set current tenant for account + account.current_tenant = tenant + + return account, tenant + + def test_get_tenant_info_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful retrieval of tenant information with all features enabled. + + This test verifies: + - Proper tenant info retrieval with all required fields + - Correct role assignment from TenantAccountJoin + - Custom config handling when features are enabled + - Logo replacement functionality for privileged users + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Setup mocks for feature service + mock_external_service_dependencies["feature_service"].get_features.return_value.can_replace_logo = True + mock_external_service_dependencies["tenant_service"].has_roles.return_value = True + + # Mock current_user for flask_login + with patch("services.workspace_service.current_user", account): + # Act: Execute the method under test + result = WorkspaceService.get_tenant_info(tenant) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["id"] == tenant.id + assert result["name"] == tenant.name + assert result["plan"] == tenant.plan + assert result["status"] == tenant.status + assert result["role"] == TenantAccountRole.OWNER.value + assert result["created_at"] == tenant.created_at + assert result["trial_end_reason"] is None + + # Verify custom config is included for privileged users + assert "custom_config" in result + assert result["custom_config"]["remove_webapp_brand"] is False + assert "replace_webapp_logo" in result["custom_config"] + + # Verify database state + from extensions.ext_database import db + + db.session.refresh(tenant) + assert tenant.id is not None + + def test_get_tenant_info_without_custom_config( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant info retrieval when custom config features are disabled. + + This test verifies: + - Tenant info retrieval without custom config when features are disabled + - Proper handling of disabled logo replacement functionality + - Role assignment still works correctly + - Basic tenant information is complete + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Setup mocks to disable custom config features + mock_external_service_dependencies["feature_service"].get_features.return_value.can_replace_logo = False + mock_external_service_dependencies["tenant_service"].has_roles.return_value = False + + # Mock current_user for flask_login + with patch("services.workspace_service.current_user", account): + # Act: Execute the method under test + result = WorkspaceService.get_tenant_info(tenant) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["id"] == tenant.id + assert result["name"] == tenant.name + assert result["plan"] == tenant.plan + assert result["status"] == tenant.status + assert result["role"] == TenantAccountRole.OWNER.value + assert result["created_at"] == tenant.created_at + assert result["trial_end_reason"] is None + + # Verify custom config is not included when features are disabled + assert "custom_config" not in result + + # Verify database state + from extensions.ext_database import db + + db.session.refresh(tenant) + assert tenant.id is not None + + def test_get_tenant_info_with_normal_user_role( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant info retrieval for normal user role without privileged features. + + This test verifies: + - Tenant info retrieval for non-privileged users + - Role assignment for normal users + - Custom config is not accessible for normal users + - Proper handling of different user roles + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Update the join to have normal role + from extensions.ext_database import db + + join = db.session.query(TenantAccountJoin).filter_by(tenant_id=tenant.id, account_id=account.id).first() + join.role = TenantAccountRole.NORMAL.value + db.session.commit() + + # Setup mocks for feature service + mock_external_service_dependencies["feature_service"].get_features.return_value.can_replace_logo = True + mock_external_service_dependencies["tenant_service"].has_roles.return_value = False + + # Mock current_user for flask_login + with patch("services.workspace_service.current_user", account): + # Act: Execute the method under test + result = WorkspaceService.get_tenant_info(tenant) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["id"] == tenant.id + assert result["name"] == tenant.name + assert result["plan"] == tenant.plan + assert result["status"] == tenant.status + assert result["role"] == TenantAccountRole.NORMAL.value + assert result["created_at"] == tenant.created_at + assert result["trial_end_reason"] is None + + # Verify custom config is not included for normal users + assert "custom_config" not in result + + # Verify database state + db.session.refresh(tenant) + assert tenant.id is not None + + def test_get_tenant_info_with_admin_role_and_logo_replacement( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant info retrieval for admin role with logo replacement enabled. + + This test verifies: + - Admin role can access custom config features + - Logo replacement functionality works for admin users + - Proper URL construction for logo replacement + - Custom config handling for admin role + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Update the join to have admin role + from extensions.ext_database import db + + join = db.session.query(TenantAccountJoin).filter_by(tenant_id=tenant.id, account_id=account.id).first() + join.role = TenantAccountRole.ADMIN.value + db.session.commit() + + # Setup mocks for feature service and tenant service + mock_external_service_dependencies["feature_service"].get_features.return_value.can_replace_logo = True + mock_external_service_dependencies["tenant_service"].has_roles.return_value = True + mock_external_service_dependencies["dify_config"].FILES_URL = "https://cdn.example.com" + + # Mock current_user for flask_login + with patch("services.workspace_service.current_user", account): + # Act: Execute the method under test + result = WorkspaceService.get_tenant_info(tenant) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["role"] == TenantAccountRole.ADMIN.value + + # Verify custom config is included for admin users + assert "custom_config" in result + assert result["custom_config"]["remove_webapp_brand"] is False + assert "replace_webapp_logo" in result["custom_config"] + + # Verify database state + db.session.refresh(tenant) + assert tenant.id is not None + + def test_get_tenant_info_with_tenant_none(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test tenant info retrieval when tenant parameter is None. + + This test verifies: + - Proper handling of None tenant parameter + - Method returns None for invalid input + - No exceptions are raised for None input + - Graceful degradation for invalid data + """ + # Arrange: No test data needed for this test + + # Act: Execute the method under test with None tenant + result = WorkspaceService.get_tenant_info(None) + + # Assert: Verify the expected outcomes + assert result is None + + def test_get_tenant_info_with_custom_config_variations( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant info retrieval with various custom config configurations. + + This test verifies: + - Different custom config combinations work correctly + - Logo replacement URL construction with various configs + - Brand removal functionality + - Edge cases in custom config handling + """ + # Arrange: Create test data with different custom configs + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Test different custom config combinations + test_configs = [ + # Case 1: Both logo and brand removal enabled + {"replace_webapp_logo": True, "remove_webapp_brand": True}, + # Case 2: Only logo replacement enabled + {"replace_webapp_logo": True, "remove_webapp_brand": False}, + # Case 3: Only brand removal enabled + {"replace_webapp_logo": False, "remove_webapp_brand": True}, + # Case 4: Neither enabled + {"replace_webapp_logo": False, "remove_webapp_brand": False}, + ] + + for config in test_configs: + # Update tenant custom config + import json + + from extensions.ext_database import db + + tenant.custom_config = json.dumps(config) + db.session.commit() + + # Setup mocks + mock_external_service_dependencies["feature_service"].get_features.return_value.can_replace_logo = True + mock_external_service_dependencies["tenant_service"].has_roles.return_value = True + mock_external_service_dependencies["dify_config"].FILES_URL = "https://files.example.com" + + # Mock current_user for flask_login + with patch("services.workspace_service.current_user", account): + # Act: Execute the method under test + result = WorkspaceService.get_tenant_info(tenant) + + # Assert: Verify the expected outcomes + assert result is not None + assert "custom_config" in result + + if config["replace_webapp_logo"]: + assert "replace_webapp_logo" in result["custom_config"] + if config["replace_webapp_logo"]: + expected_url = f"https://files.example.com/files/workspaces/{tenant.id}/webapp-logo" + assert result["custom_config"]["replace_webapp_logo"] == expected_url + else: + assert result["custom_config"]["replace_webapp_logo"] is None + + assert result["custom_config"]["remove_webapp_brand"] == config["remove_webapp_brand"] + + # Verify database state + db.session.refresh(tenant) + assert tenant.id is not None + + def test_get_tenant_info_with_editor_role_and_limited_permissions( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant info retrieval for editor role with limited permissions. + + This test verifies: + - Editor role has limited access to custom config features + - Proper role-based permission checking + - Custom config handling for different role levels + - Role hierarchy and permission boundaries + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Update the join to have editor role + from extensions.ext_database import db + + join = db.session.query(TenantAccountJoin).filter_by(tenant_id=tenant.id, account_id=account.id).first() + join.role = TenantAccountRole.EDITOR.value + db.session.commit() + + # Setup mocks for feature service and tenant service + mock_external_service_dependencies["feature_service"].get_features.return_value.can_replace_logo = True + # Editor role should not have admin/owner permissions + mock_external_service_dependencies["tenant_service"].has_roles.return_value = False + mock_external_service_dependencies["dify_config"].FILES_URL = "https://cdn.example.com" + + # Mock current_user for flask_login + with patch("services.workspace_service.current_user", account): + # Act: Execute the method under test + result = WorkspaceService.get_tenant_info(tenant) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["role"] == TenantAccountRole.EDITOR.value + + # Verify custom config is not included for editor users without admin privileges + assert "custom_config" not in result + + # Verify database state + db.session.refresh(tenant) + assert tenant.id is not None + + def test_get_tenant_info_with_dataset_operator_role( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant info retrieval for dataset operator role. + + This test verifies: + - Dataset operator role handling + - Role assignment for specialized roles + - Permission boundaries for dataset operators + - Custom config access for dataset operators + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Update the join to have dataset operator role + from extensions.ext_database import db + + join = db.session.query(TenantAccountJoin).filter_by(tenant_id=tenant.id, account_id=account.id).first() + join.role = TenantAccountRole.DATASET_OPERATOR.value + db.session.commit() + + # Setup mocks for feature service and tenant service + mock_external_service_dependencies["feature_service"].get_features.return_value.can_replace_logo = True + # Dataset operator should not have admin/owner permissions + mock_external_service_dependencies["tenant_service"].has_roles.return_value = False + mock_external_service_dependencies["dify_config"].FILES_URL = "https://cdn.example.com" + + # Mock current_user for flask_login + with patch("services.workspace_service.current_user", account): + # Act: Execute the method under test + result = WorkspaceService.get_tenant_info(tenant) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["role"] == TenantAccountRole.DATASET_OPERATOR.value + + # Verify custom config is not included for dataset operators without admin privileges + assert "custom_config" not in result + + # Verify database state + db.session.refresh(tenant) + assert tenant.id is not None + + def test_get_tenant_info_with_complex_custom_config_scenarios( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant info retrieval with complex custom config scenarios. + + This test verifies: + - Complex custom config combinations + - Edge cases in custom config handling + - URL construction with various configs + - Error handling for malformed configs + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Test complex custom config scenarios + test_configs = [ + # Case 1: Empty custom config + {}, + # Case 2: Custom config with only logo replacement + {"replace_webapp_logo": True}, + # Case 3: Custom config with only brand removal + {"remove_webapp_brand": True}, + # Case 4: Custom config with additional fields + { + "replace_webapp_logo": True, + "remove_webapp_brand": False, + "custom_field": "custom_value", + "nested_config": {"key": "value"}, + }, + # Case 5: Custom config with null values + {"replace_webapp_logo": None, "remove_webapp_brand": None}, + ] + + for config in test_configs: + # Update tenant custom config + import json + + from extensions.ext_database import db + + tenant.custom_config = json.dumps(config) + db.session.commit() + + # Setup mocks + mock_external_service_dependencies["feature_service"].get_features.return_value.can_replace_logo = True + mock_external_service_dependencies["tenant_service"].has_roles.return_value = True + mock_external_service_dependencies["dify_config"].FILES_URL = "https://files.example.com" + + # Mock current_user for flask_login + with patch("services.workspace_service.current_user", account): + # Act: Execute the method under test + result = WorkspaceService.get_tenant_info(tenant) + + # Assert: Verify the expected outcomes + assert result is not None + assert "custom_config" in result + + # Verify logo replacement handling + if config.get("replace_webapp_logo"): + assert "replace_webapp_logo" in result["custom_config"] + expected_url = f"https://files.example.com/files/workspaces/{tenant.id}/webapp-logo" + assert result["custom_config"]["replace_webapp_logo"] == expected_url + else: + assert result["custom_config"]["replace_webapp_logo"] is None + + # Verify brand removal handling + if "remove_webapp_brand" in config: + assert result["custom_config"]["remove_webapp_brand"] == config["remove_webapp_brand"] + else: + assert result["custom_config"]["remove_webapp_brand"] is False + + # Verify database state + db.session.refresh(tenant) + assert tenant.id is not None diff --git a/api/tests/test_containers_integration_tests/services/tools/__init__.py b/api/tests/test_containers_integration_tests/services/tools/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/api/tests/test_containers_integration_tests/services/tools/test_api_tools_manage_service.py b/api/tests/test_containers_integration_tests/services/tools/test_api_tools_manage_service.py new file mode 100644 index 0000000000..a412bdccf8 --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/tools/test_api_tools_manage_service.py @@ -0,0 +1,550 @@ +from unittest.mock import patch + +import pytest +from faker import Faker + +from models.account import Account, Tenant +from models.tools import ApiToolProvider +from services.tools.api_tools_manage_service import ApiToolManageService + + +class TestApiToolManageService: + """Integration tests for ApiToolManageService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.tools.api_tools_manage_service.ToolLabelManager") as mock_tool_label_manager, + patch("services.tools.api_tools_manage_service.create_tool_provider_encrypter") as mock_encrypter, + patch("services.tools.api_tools_manage_service.ApiToolProviderController") as mock_provider_controller, + ): + # Setup default mock returns + mock_tool_label_manager.update_tool_labels.return_value = None + mock_encrypter.return_value = (mock_encrypter, None) + mock_encrypter.encrypt.return_value = {"encrypted": "credentials"} + mock_provider_controller.from_db.return_value = mock_provider_controller + mock_provider_controller.load_bundled_tools.return_value = None + + yield { + "tool_label_manager": mock_tool_label_manager, + "encrypter": mock_encrypter, + "provider_controller": mock_provider_controller, + } + + def _create_test_account_and_tenant(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test account and tenant for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (account, tenant) - Created account and tenant instances + """ + fake = Faker() + + # Create account + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status="active", + ) + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Create tenant for the account + tenant = Tenant( + name=fake.company(), + status="normal", + ) + db.session.add(tenant) + db.session.commit() + + # Create tenant-account join + from models.account import TenantAccountJoin, TenantAccountRole + + join = TenantAccountJoin( + tenant_id=tenant.id, + account_id=account.id, + role=TenantAccountRole.OWNER.value, + current=True, + ) + db.session.add(join) + db.session.commit() + + # Set current tenant for account + account.current_tenant = tenant + + return account, tenant + + def _create_test_openapi_schema(self): + """Helper method to create a test OpenAPI schema.""" + return """ + { + "openapi": "3.0.0", + "info": { + "title": "Test API", + "version": "1.0.0", + "description": "Test API for testing purposes" + }, + "servers": [ + { + "url": "https://api.example.com", + "description": "Production server" + } + ], + "paths": { + "/test": { + "get": { + "operationId": "testOperation", + "summary": "Test operation", + "responses": { + "200": { + "description": "Success" + } + } + } + } + } + } + """ + + def test_parser_api_schema_success( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful parsing of API schema. + + This test verifies: + - Proper schema parsing with valid OpenAPI schema + - Correct credentials schema generation + - Proper warning handling + - Return value structure + """ + # Arrange: Create test schema + schema = self._create_test_openapi_schema() + + # Act: Parse the schema + result = ApiToolManageService.parser_api_schema(schema) + + # Assert: Verify the result structure + assert result is not None + assert "schema_type" in result + assert "parameters_schema" in result + assert "credentials_schema" in result + assert "warning" in result + + # Verify credentials schema structure + credentials_schema = result["credentials_schema"] + assert len(credentials_schema) == 3 + + # Check auth_type field + auth_type_field = next(field for field in credentials_schema if field["name"] == "auth_type") + assert auth_type_field["required"] is True + assert auth_type_field["default"] == "none" + assert len(auth_type_field["options"]) == 2 + + # Check api_key_header field + api_key_header_field = next(field for field in credentials_schema if field["name"] == "api_key_header") + assert api_key_header_field["required"] is False + assert api_key_header_field["default"] == "api_key" + + # Check api_key_value field + api_key_value_field = next(field for field in credentials_schema if field["name"] == "api_key_value") + assert api_key_value_field["required"] is False + assert api_key_value_field["default"] == "" + + def test_parser_api_schema_invalid_schema( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test parsing of invalid API schema. + + This test verifies: + - Proper error handling for invalid schemas + - Correct exception type and message + - Error propagation from underlying parser + """ + # Arrange: Create invalid schema + invalid_schema = "invalid json schema" + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + ApiToolManageService.parser_api_schema(invalid_schema) + + assert "invalid schema" in str(exc_info.value) + + def test_parser_api_schema_malformed_json( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test parsing of malformed JSON schema. + + This test verifies: + - Proper error handling for malformed JSON + - Correct exception type and message + - Error propagation from JSON parsing + """ + # Arrange: Create malformed JSON schema + malformed_schema = '{"openapi": "3.0.0", "info": {"title": "Test", "version": "1.0.0"}, "paths": {}}' + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + ApiToolManageService.parser_api_schema(malformed_schema) + + assert "invalid schema" in str(exc_info.value) + + def test_convert_schema_to_tool_bundles_success( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful conversion of schema to tool bundles. + + This test verifies: + - Proper schema conversion with valid OpenAPI schema + - Correct tool bundles generation + - Proper schema type detection + - Return value structure + """ + # Arrange: Create test schema + schema = self._create_test_openapi_schema() + + # Act: Convert schema to tool bundles + tool_bundles, schema_type = ApiToolManageService.convert_schema_to_tool_bundles(schema) + + # Assert: Verify the result structure + assert tool_bundles is not None + assert isinstance(tool_bundles, list) + assert len(tool_bundles) > 0 + assert schema_type is not None + assert isinstance(schema_type, str) + + # Verify tool bundle structure + tool_bundle = tool_bundles[0] + assert hasattr(tool_bundle, "operation_id") + assert tool_bundle.operation_id == "testOperation" + + def test_convert_schema_to_tool_bundles_with_extra_info( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful conversion of schema to tool bundles with extra info. + + This test verifies: + - Proper schema conversion with extra info parameter + - Correct tool bundles generation + - Extra info handling + - Return value structure + """ + # Arrange: Create test schema and extra info + schema = self._create_test_openapi_schema() + extra_info = {"description": "Custom description", "version": "2.0.0"} + + # Act: Convert schema to tool bundles with extra info + tool_bundles, schema_type = ApiToolManageService.convert_schema_to_tool_bundles(schema, extra_info) + + # Assert: Verify the result structure + assert tool_bundles is not None + assert isinstance(tool_bundles, list) + assert len(tool_bundles) > 0 + assert schema_type is not None + assert isinstance(schema_type, str) + + def test_convert_schema_to_tool_bundles_invalid_schema( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test conversion of invalid schema to tool bundles. + + This test verifies: + - Proper error handling for invalid schemas + - Correct exception type and message + - Error propagation from underlying parser + """ + # Arrange: Create invalid schema + invalid_schema = "invalid schema content" + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError) as exc_info: + ApiToolManageService.convert_schema_to_tool_bundles(invalid_schema) + + assert "invalid schema" in str(exc_info.value) + + def test_create_api_tool_provider_success( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful creation of API tool provider. + + This test verifies: + - Proper provider creation with valid parameters + - Correct database state after creation + - Proper relationship establishment + - External service integration + - Return value correctness + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + provider_name = fake.company() + icon = {"type": "emoji", "value": "🔧"} + credentials = {"auth_type": "none", "api_key_header": "X-API-Key", "api_key_value": ""} + schema_type = "openapi" + schema = self._create_test_openapi_schema() + privacy_policy = "https://example.com/privacy" + custom_disclaimer = "Custom disclaimer text" + labels = ["test", "api"] + + # Act: Create API tool provider + result = ApiToolManageService.create_api_tool_provider( + user_id=account.id, + tenant_id=tenant.id, + provider_name=provider_name, + icon=icon, + credentials=credentials, + schema_type=schema_type, + schema=schema, + privacy_policy=privacy_policy, + custom_disclaimer=custom_disclaimer, + labels=labels, + ) + + # Assert: Verify the result + assert result == {"result": "success"} + + # Verify database state + from extensions.ext_database import db + + provider = ( + db.session.query(ApiToolProvider) + .filter(ApiToolProvider.tenant_id == tenant.id, ApiToolProvider.name == provider_name) + .first() + ) + + assert provider is not None + assert provider.name == provider_name + assert provider.tenant_id == tenant.id + assert provider.user_id == account.id + assert provider.schema_type_str == schema_type + assert provider.privacy_policy == privacy_policy + assert provider.custom_disclaimer == custom_disclaimer + + # Verify mock interactions + mock_external_service_dependencies["tool_label_manager"].update_tool_labels.assert_called_once() + mock_external_service_dependencies["encrypter"].assert_called_once() + mock_external_service_dependencies["provider_controller"].from_db.assert_called_once() + mock_external_service_dependencies["provider_controller"].load_bundled_tools.assert_called_once() + + def test_create_api_tool_provider_duplicate_name( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test creation of API tool provider with duplicate name. + + This test verifies: + - Proper error handling for duplicate provider names + - Correct exception type and message + - Database constraint enforcement + """ + # Arrange: Create test data and existing provider + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + provider_name = fake.company() + icon = {"type": "emoji", "value": "🔧"} + credentials = {"auth_type": "none"} + schema_type = "openapi" + schema = self._create_test_openapi_schema() + privacy_policy = "https://example.com/privacy" + custom_disclaimer = "Custom disclaimer text" + labels = ["test"] + + # Create first provider + ApiToolManageService.create_api_tool_provider( + user_id=account.id, + tenant_id=tenant.id, + provider_name=provider_name, + icon=icon, + credentials=credentials, + schema_type=schema_type, + schema=schema, + privacy_policy=privacy_policy, + custom_disclaimer=custom_disclaimer, + labels=labels, + ) + + # Act & Assert: Try to create duplicate provider + with pytest.raises(ValueError) as exc_info: + ApiToolManageService.create_api_tool_provider( + user_id=account.id, + tenant_id=tenant.id, + provider_name=provider_name, + icon=icon, + credentials=credentials, + schema_type=schema_type, + schema=schema, + privacy_policy=privacy_policy, + custom_disclaimer=custom_disclaimer, + labels=labels, + ) + + assert f"provider {provider_name} already exists" in str(exc_info.value) + + def test_create_api_tool_provider_invalid_schema_type( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test creation of API tool provider with invalid schema type. + + This test verifies: + - Proper error handling for invalid schema types + - Correct exception type and message + - Schema type validation + """ + # Arrange: Create test data with invalid schema type + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + provider_name = fake.company() + icon = {"type": "emoji", "value": "🔧"} + credentials = {"auth_type": "none"} + schema_type = "invalid_type" + schema = self._create_test_openapi_schema() + privacy_policy = "https://example.com/privacy" + custom_disclaimer = "Custom disclaimer text" + labels = ["test"] + + # Act & Assert: Try to create provider with invalid schema type + with pytest.raises(ValueError) as exc_info: + ApiToolManageService.create_api_tool_provider( + user_id=account.id, + tenant_id=tenant.id, + provider_name=provider_name, + icon=icon, + credentials=credentials, + schema_type=schema_type, + schema=schema, + privacy_policy=privacy_policy, + custom_disclaimer=custom_disclaimer, + labels=labels, + ) + + assert "invalid schema type" in str(exc_info.value) + + def test_create_api_tool_provider_missing_auth_type( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test creation of API tool provider with missing auth type. + + This test verifies: + - Proper error handling for missing auth type + - Correct exception type and message + - Credentials validation + """ + # Arrange: Create test data with missing auth type + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + provider_name = fake.company() + icon = {"type": "emoji", "value": "🔧"} + credentials = {} # Missing auth_type + schema_type = "openapi" + schema = self._create_test_openapi_schema() + privacy_policy = "https://example.com/privacy" + custom_disclaimer = "Custom disclaimer text" + labels = ["test"] + + # Act & Assert: Try to create provider with missing auth type + with pytest.raises(ValueError) as exc_info: + ApiToolManageService.create_api_tool_provider( + user_id=account.id, + tenant_id=tenant.id, + provider_name=provider_name, + icon=icon, + credentials=credentials, + schema_type=schema_type, + schema=schema, + privacy_policy=privacy_policy, + custom_disclaimer=custom_disclaimer, + labels=labels, + ) + + assert "auth_type is required" in str(exc_info.value) + + def test_create_api_tool_provider_with_api_key_auth( + self, flask_req_ctx_with_containers, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful creation of API tool provider with API key authentication. + + This test verifies: + - Proper provider creation with API key auth + - Correct credentials handling + - Proper authentication type processing + """ + # Arrange: Create test data with API key auth + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + provider_name = fake.company() + icon = {"type": "emoji", "value": "🔑"} + credentials = {"auth_type": "api_key", "api_key_header": "X-API-Key", "api_key_value": fake.uuid4()} + schema_type = "openapi" + schema = self._create_test_openapi_schema() + privacy_policy = "https://example.com/privacy" + custom_disclaimer = "Custom disclaimer text" + labels = ["api_key", "secure"] + + # Act: Create API tool provider + result = ApiToolManageService.create_api_tool_provider( + user_id=account.id, + tenant_id=tenant.id, + provider_name=provider_name, + icon=icon, + credentials=credentials, + schema_type=schema_type, + schema=schema, + privacy_policy=privacy_policy, + custom_disclaimer=custom_disclaimer, + labels=labels, + ) + + # Assert: Verify the result + assert result == {"result": "success"} + + # Verify database state + from extensions.ext_database import db + + provider = ( + db.session.query(ApiToolProvider) + .filter(ApiToolProvider.tenant_id == tenant.id, ApiToolProvider.name == provider_name) + .first() + ) + + assert provider is not None + assert provider.name == provider_name + assert provider.tenant_id == tenant.id + assert provider.user_id == account.id + assert provider.schema_type_str == schema_type + + # Verify mock interactions + mock_external_service_dependencies["encrypter"].assert_called_once() + mock_external_service_dependencies["provider_controller"].from_db.assert_called_once() diff --git a/api/tests/test_containers_integration_tests/services/tools/test_mcp_tools_manage_service.py b/api/tests/test_containers_integration_tests/services/tools/test_mcp_tools_manage_service.py new file mode 100644 index 0000000000..0fcaf86711 --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/tools/test_mcp_tools_manage_service.py @@ -0,0 +1,1277 @@ +from unittest.mock import patch + +import pytest +from faker import Faker + +from core.tools.entities.tool_entities import ToolProviderType +from models.account import Account, Tenant +from models.tools import MCPToolProvider +from services.tools.mcp_tools_manage_service import UNCHANGED_SERVER_URL_PLACEHOLDER, MCPToolManageService + + +class TestMCPToolManageService: + """Integration tests for MCPToolManageService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.tools.mcp_tools_manage_service.encrypter") as mock_encrypter, + patch("services.tools.mcp_tools_manage_service.ToolTransformService") as mock_tool_transform_service, + ): + # Setup default mock returns + mock_encrypter.encrypt_token.return_value = "encrypted_server_url" + mock_tool_transform_service.mcp_provider_to_user_provider.return_value = { + "id": "test_id", + "name": "test_name", + "type": ToolProviderType.MCP, + } + + yield { + "encrypter": mock_encrypter, + "tool_transform_service": mock_tool_transform_service, + } + + def _create_test_account_and_tenant(self, db_session_with_containers, mock_external_service_dependencies): + """ + Helper method to create a test account and tenant for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + + Returns: + tuple: (account, tenant) - Created account and tenant instances + """ + fake = Faker() + + # Create account + account = Account( + email=fake.email(), + name=fake.name(), + interface_language="en-US", + status="active", + ) + + from extensions.ext_database import db + + db.session.add(account) + db.session.commit() + + # Create tenant for the account + tenant = Tenant( + name=fake.company(), + status="normal", + ) + db.session.add(tenant) + db.session.commit() + + # Create tenant-account join + from models.account import TenantAccountJoin, TenantAccountRole + + join = TenantAccountJoin( + tenant_id=tenant.id, + account_id=account.id, + role=TenantAccountRole.OWNER.value, + current=True, + ) + db.session.add(join) + db.session.commit() + + # Set current tenant for account + account.current_tenant = tenant + + return account, tenant + + def _create_test_mcp_provider( + self, db_session_with_containers, mock_external_service_dependencies, tenant_id, user_id + ): + """ + Helper method to create a test MCP tool provider for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + tenant_id: Tenant ID for the provider + user_id: User ID who created the provider + + Returns: + MCPToolProvider: Created MCP tool provider instance + """ + fake = Faker() + + # Create MCP tool provider + mcp_provider = MCPToolProvider( + tenant_id=tenant_id, + name=fake.company(), + server_identifier=fake.uuid4(), + server_url="encrypted_server_url", + server_url_hash=fake.sha256(), + user_id=user_id, + authed=False, + tools="[]", + icon='{"content": "🤖", "background": "#FF6B6B"}', + timeout=30.0, + sse_read_timeout=300.0, + ) + + from extensions.ext_database import db + + db.session.add(mcp_provider) + db.session.commit() + + return mcp_provider + + def test_get_mcp_provider_by_provider_id_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful retrieval of MCP provider by provider ID. + + This test verifies: + - Proper retrieval of MCP provider by ID + - Correct tenant isolation + - Proper error handling for non-existent providers + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + + # Act: Execute the method under test + result = MCPToolManageService.get_mcp_provider_by_provider_id(mcp_provider.id, tenant.id) + + # Assert: Verify the expected outcomes + assert result is not None + assert result.id == mcp_provider.id + assert result.name == mcp_provider.name + assert result.tenant_id == tenant.id + assert result.user_id == account.id + + # Verify database state + from extensions.ext_database import db + + db.session.refresh(result) + assert result.id is not None + assert result.server_identifier == mcp_provider.server_identifier + + def test_get_mcp_provider_by_provider_id_not_found( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test error handling when MCP provider is not found by provider ID. + + This test verifies: + - Proper error handling for non-existent provider IDs + - Correct exception type and message + - Tenant isolation enforcement + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + non_existent_id = fake.uuid4() + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError, match="MCP tool not found"): + MCPToolManageService.get_mcp_provider_by_provider_id(non_existent_id, tenant.id) + + def test_get_mcp_provider_by_provider_id_tenant_isolation( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant isolation when retrieving MCP provider by provider ID. + + This test verifies: + - Proper tenant isolation enforcement + - Providers from other tenants are not accessible + - Security boundaries are maintained + """ + # Arrange: Create test data for two tenants + fake = Faker() + account1, tenant1 = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + account2, tenant2 = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider in tenant1 + mcp_provider1 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant1.id, account1.id + ) + + # Act & Assert: Verify tenant isolation + with pytest.raises(ValueError, match="MCP tool not found"): + MCPToolManageService.get_mcp_provider_by_provider_id(mcp_provider1.id, tenant2.id) + + def test_get_mcp_provider_by_server_identifier_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful retrieval of MCP provider by server identifier. + + This test verifies: + - Proper retrieval of MCP provider by server identifier + - Correct tenant isolation + - Proper error handling for non-existent server identifiers + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + + # Act: Execute the method under test + result = MCPToolManageService.get_mcp_provider_by_server_identifier(mcp_provider.server_identifier, tenant.id) + + # Assert: Verify the expected outcomes + assert result is not None + assert result.id == mcp_provider.id + assert result.server_identifier == mcp_provider.server_identifier + assert result.tenant_id == tenant.id + assert result.user_id == account.id + + # Verify database state + from extensions.ext_database import db + + db.session.refresh(result) + assert result.id is not None + assert result.name == mcp_provider.name + + def test_get_mcp_provider_by_server_identifier_not_found( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test error handling when MCP provider is not found by server identifier. + + This test verifies: + - Proper error handling for non-existent server identifiers + - Correct exception type and message + - Tenant isolation enforcement + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + non_existent_identifier = fake.uuid4() + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError, match="MCP tool not found"): + MCPToolManageService.get_mcp_provider_by_server_identifier(non_existent_identifier, tenant.id) + + def test_get_mcp_provider_by_server_identifier_tenant_isolation( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tenant isolation when retrieving MCP provider by server identifier. + + This test verifies: + - Proper tenant isolation enforcement + - Providers from other tenants are not accessible by server identifier + - Security boundaries are maintained + """ + # Arrange: Create test data for two tenants + fake = Faker() + account1, tenant1 = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + account2, tenant2 = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider in tenant1 + mcp_provider1 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant1.id, account1.id + ) + + # Act & Assert: Verify tenant isolation + with pytest.raises(ValueError, match="MCP tool not found"): + MCPToolManageService.get_mcp_provider_by_server_identifier(mcp_provider1.server_identifier, tenant2.id) + + def test_create_mcp_provider_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful creation of MCP provider. + + This test verifies: + - Proper MCP provider creation with all required fields + - Correct database state after creation + - Proper relationship establishment + - External service integration + - Return value correctness + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Setup mocks for provider creation + mock_external_service_dependencies["encrypter"].encrypt_token.return_value = "encrypted_server_url" + mock_external_service_dependencies["tool_transform_service"].mcp_provider_to_user_provider.return_value = { + "id": "new_provider_id", + "name": "Test MCP Provider", + "type": ToolProviderType.MCP, + } + + # Act: Execute the method under test + result = MCPToolManageService.create_mcp_provider( + tenant_id=tenant.id, + name="Test MCP Provider", + server_url="https://example.com/mcp", + user_id=account.id, + icon="🤖", + icon_type="emoji", + icon_background="#FF6B6B", + server_identifier="test_identifier_123", + timeout=30.0, + sse_read_timeout=300.0, + ) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["name"] == "Test MCP Provider" + assert result["type"] == ToolProviderType.MCP + + # Verify database state + from extensions.ext_database import db + + created_provider = ( + db.session.query(MCPToolProvider) + .filter(MCPToolProvider.tenant_id == tenant.id, MCPToolProvider.name == "Test MCP Provider") + .first() + ) + + assert created_provider is not None + assert created_provider.server_identifier == "test_identifier_123" + assert created_provider.timeout == 30.0 + assert created_provider.sse_read_timeout == 300.0 + assert created_provider.authed is False + assert created_provider.tools == "[]" + + # Verify mock interactions + mock_external_service_dependencies["encrypter"].encrypt_token.assert_called_once_with( + tenant.id, "https://example.com/mcp" + ) + mock_external_service_dependencies["tool_transform_service"].mcp_provider_to_user_provider.assert_called_once() + + def test_create_mcp_provider_duplicate_name(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test error handling when creating MCP provider with duplicate name. + + This test verifies: + - Proper error handling for duplicate provider names + - Correct exception type and message + - Database integrity constraints + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create first provider + MCPToolManageService.create_mcp_provider( + tenant_id=tenant.id, + name="Test MCP Provider", + server_url="https://example1.com/mcp", + user_id=account.id, + icon="🤖", + icon_type="emoji", + icon_background="#FF6B6B", + server_identifier="test_identifier_1", + timeout=30.0, + sse_read_timeout=300.0, + ) + + # Act & Assert: Verify proper error handling for duplicate name + with pytest.raises(ValueError, match="MCP tool Test MCP Provider already exists"): + MCPToolManageService.create_mcp_provider( + tenant_id=tenant.id, + name="Test MCP Provider", # Duplicate name + server_url="https://example2.com/mcp", + user_id=account.id, + icon="🚀", + icon_type="emoji", + icon_background="#4ECDC4", + server_identifier="test_identifier_2", + timeout=45.0, + sse_read_timeout=400.0, + ) + + def test_create_mcp_provider_duplicate_server_url( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test error handling when creating MCP provider with duplicate server URL. + + This test verifies: + - Proper error handling for duplicate server URLs + - Correct exception type and message + - URL hash uniqueness enforcement + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create first provider + MCPToolManageService.create_mcp_provider( + tenant_id=tenant.id, + name="Test MCP Provider 1", + server_url="https://example.com/mcp", + user_id=account.id, + icon="🤖", + icon_type="emoji", + icon_background="#FF6B6B", + server_identifier="test_identifier_1", + timeout=30.0, + sse_read_timeout=300.0, + ) + + # Act & Assert: Verify proper error handling for duplicate server URL + with pytest.raises(ValueError, match="MCP tool https://example.com/mcp already exists"): + MCPToolManageService.create_mcp_provider( + tenant_id=tenant.id, + name="Test MCP Provider 2", + server_url="https://example.com/mcp", # Duplicate URL + user_id=account.id, + icon="🚀", + icon_type="emoji", + icon_background="#4ECDC4", + server_identifier="test_identifier_2", + timeout=45.0, + sse_read_timeout=400.0, + ) + + def test_create_mcp_provider_duplicate_server_identifier( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test error handling when creating MCP provider with duplicate server identifier. + + This test verifies: + - Proper error handling for duplicate server identifiers + - Correct exception type and message + - Server identifier uniqueness enforcement + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create first provider + MCPToolManageService.create_mcp_provider( + tenant_id=tenant.id, + name="Test MCP Provider 1", + server_url="https://example1.com/mcp", + user_id=account.id, + icon="🤖", + icon_type="emoji", + icon_background="#FF6B6B", + server_identifier="test_identifier_123", + timeout=30.0, + sse_read_timeout=300.0, + ) + + # Act & Assert: Verify proper error handling for duplicate server identifier + with pytest.raises(ValueError, match="MCP tool test_identifier_123 already exists"): + MCPToolManageService.create_mcp_provider( + tenant_id=tenant.id, + name="Test MCP Provider 2", + server_url="https://example2.com/mcp", + user_id=account.id, + icon="🚀", + icon_type="emoji", + icon_background="#4ECDC4", + server_identifier="test_identifier_123", # Duplicate identifier + timeout=45.0, + sse_read_timeout=400.0, + ) + + def test_retrieve_mcp_tools_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful retrieval of MCP tools for a tenant. + + This test verifies: + - Proper retrieval of all MCP providers for a tenant + - Correct ordering by name + - Proper transformation of providers to user entities + - Empty list handling for tenants with no providers + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create multiple MCP providers + provider1 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + provider1.name = "Alpha Provider" + + provider2 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + provider2.name = "Beta Provider" + + provider3 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + provider3.name = "Gamma Provider" + + from extensions.ext_database import db + + db.session.commit() + + # Setup mock for transformation service + mock_external_service_dependencies["tool_transform_service"].mcp_provider_to_user_provider.side_effect = [ + {"id": provider1.id, "name": provider1.name, "type": ToolProviderType.MCP}, + {"id": provider2.id, "name": provider2.name, "type": ToolProviderType.MCP}, + {"id": provider3.id, "name": provider3.name, "type": ToolProviderType.MCP}, + ] + + # Act: Execute the method under test + result = MCPToolManageService.retrieve_mcp_tools(tenant.id, for_list=True) + + # Assert: Verify the expected outcomes + assert result is not None + assert len(result) == 3 + + # Verify correct ordering by name + assert result[0]["name"] == "Alpha Provider" + assert result[1]["name"] == "Beta Provider" + assert result[2]["name"] == "Gamma Provider" + + # Verify mock interactions + assert ( + mock_external_service_dependencies["tool_transform_service"].mcp_provider_to_user_provider.call_count == 3 + ) + + def test_retrieve_mcp_tools_empty_list(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test retrieval of MCP tools when tenant has no providers. + + This test verifies: + - Proper handling of empty provider lists + - Correct return value for tenants with no MCP tools + - No transformation service calls for empty lists + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # No MCP providers created for this tenant + + # Act: Execute the method under test + result = MCPToolManageService.retrieve_mcp_tools(tenant.id, for_list=False) + + # Assert: Verify the expected outcomes + assert result is not None + assert len(result) == 0 + assert isinstance(result, list) + + # Verify no transformation service calls for empty list + mock_external_service_dependencies["tool_transform_service"].mcp_provider_to_user_provider.assert_not_called() + + def test_retrieve_mcp_tools_tenant_isolation(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test tenant isolation when retrieving MCP tools. + + This test verifies: + - Proper tenant isolation enforcement + - Providers from other tenants are not accessible + - Security boundaries are maintained + """ + # Arrange: Create test data for two tenants + fake = Faker() + account1, tenant1 = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + account2, tenant2 = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider in tenant1 + provider1 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant1.id, account1.id + ) + + # Create MCP provider in tenant2 + provider2 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant2.id, account2.id + ) + + # Setup mock for transformation service + mock_external_service_dependencies["tool_transform_service"].mcp_provider_to_user_provider.side_effect = [ + {"id": provider1.id, "name": provider1.name, "type": ToolProviderType.MCP}, + {"id": provider2.id, "name": provider2.name, "type": ToolProviderType.MCP}, + ] + + # Act: Execute the method under test for both tenants + result1 = MCPToolManageService.retrieve_mcp_tools(tenant1.id, for_list=True) + result2 = MCPToolManageService.retrieve_mcp_tools(tenant2.id, for_list=True) + + # Assert: Verify tenant isolation + assert len(result1) == 1 + assert len(result2) == 1 + assert result1[0]["id"] == provider1.id + assert result2[0]["id"] == provider2.id + + def test_list_mcp_tool_from_remote_server_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful listing of MCP tools from remote server. + + This test verifies: + - Proper connection to remote MCP server + - Correct tool listing and database update + - Proper authentication state management + - Return value correctness + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + mcp_provider.server_url = "encrypted_server_url" + mcp_provider.authed = False + mcp_provider.tools = "[]" + + from extensions.ext_database import db + + db.session.commit() + + # Mock the decrypted_server_url property to avoid encryption issues + with patch("models.tools.encrypter") as mock_encrypter: + mock_encrypter.decrypt_token.return_value = "https://example.com/mcp" + + # Mock MCPClient and its context manager + mock_tools = [ + type( + "MockTool", (), {"model_dump": lambda self: {"name": "test_tool_1", "description": "Test tool 1"}} + )(), + type( + "MockTool", (), {"model_dump": lambda self: {"name": "test_tool_2", "description": "Test tool 2"}} + )(), + ] + + with patch("services.tools.mcp_tools_manage_service.MCPClient") as mock_mcp_client: + # Setup mock client + mock_client_instance = mock_mcp_client.return_value.__enter__.return_value + mock_client_instance.list_tools.return_value = mock_tools + + # Act: Execute the method under test + result = MCPToolManageService.list_mcp_tool_from_remote_server(tenant.id, mcp_provider.id) + + # Assert: Verify the expected outcomes + assert result is not None + assert result.id == mcp_provider.id + assert result.name == mcp_provider.name + assert result.type == ToolProviderType.MCP + # Note: server_url is mocked, so we skip that assertion to avoid encryption issues + + # Verify database state was updated + db.session.refresh(mcp_provider) + assert mcp_provider.authed is True + assert mcp_provider.tools != "[]" + assert mcp_provider.updated_at is not None + + # Verify mock interactions + mock_mcp_client.assert_called_once_with( + "https://example.com/mcp", mcp_provider.id, tenant.id, authed=False, for_list=True + ) + + def test_list_mcp_tool_from_remote_server_auth_error( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test error handling when MCP server requires authentication. + + This test verifies: + - Proper error handling for authentication errors + - Correct exception type and message + - Database state remains unchanged + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + mcp_provider.server_url = "encrypted_server_url" + mcp_provider.authed = False + mcp_provider.tools = "[]" + + from extensions.ext_database import db + + db.session.commit() + + # Mock the decrypted_server_url property to avoid encryption issues + with patch("models.tools.encrypter") as mock_encrypter: + mock_encrypter.decrypt_token.return_value = "https://example.com/mcp" + + # Mock MCPClient to raise authentication error + with patch("services.tools.mcp_tools_manage_service.MCPClient") as mock_mcp_client: + from core.mcp.error import MCPAuthError + + mock_client_instance = mock_mcp_client.return_value.__enter__.return_value + mock_client_instance.list_tools.side_effect = MCPAuthError("Authentication required") + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError, match="Please auth the tool first"): + MCPToolManageService.list_mcp_tool_from_remote_server(tenant.id, mcp_provider.id) + + # Verify database state was not changed + db.session.refresh(mcp_provider) + assert mcp_provider.authed is False + assert mcp_provider.tools == "[]" + + def test_list_mcp_tool_from_remote_server_connection_error( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test error handling when MCP server connection fails. + + This test verifies: + - Proper error handling for connection errors + - Correct exception type and message + - Database state remains unchanged + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + mcp_provider.server_url = "encrypted_server_url" + mcp_provider.authed = False + mcp_provider.tools = "[]" + + from extensions.ext_database import db + + db.session.commit() + + # Mock the decrypted_server_url property to avoid encryption issues + with patch("models.tools.encrypter") as mock_encrypter: + mock_encrypter.decrypt_token.return_value = "https://example.com/mcp" + + # Mock MCPClient to raise connection error + with patch("services.tools.mcp_tools_manage_service.MCPClient") as mock_mcp_client: + from core.mcp.error import MCPError + + mock_client_instance = mock_mcp_client.return_value.__enter__.return_value + mock_client_instance.list_tools.side_effect = MCPError("Connection failed") + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError, match="Failed to connect to MCP server: Connection failed"): + MCPToolManageService.list_mcp_tool_from_remote_server(tenant.id, mcp_provider.id) + + # Verify database state was not changed + db.session.refresh(mcp_provider) + assert mcp_provider.authed is False + assert mcp_provider.tools == "[]" + + def test_delete_mcp_tool_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful deletion of MCP tool. + + This test verifies: + - Proper deletion of MCP provider from database + - Correct tenant isolation enforcement + - Database state after deletion + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + + # Verify provider exists + from extensions.ext_database import db + + assert db.session.query(MCPToolProvider).filter_by(id=mcp_provider.id).first() is not None + + # Act: Execute the method under test + MCPToolManageService.delete_mcp_tool(tenant.id, mcp_provider.id) + + # Assert: Verify the expected outcomes + # Provider should be deleted from database + deleted_provider = db.session.query(MCPToolProvider).filter_by(id=mcp_provider.id).first() + assert deleted_provider is None + + def test_delete_mcp_tool_not_found(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test error handling when deleting non-existent MCP tool. + + This test verifies: + - Proper error handling for non-existent provider IDs + - Correct exception type and message + - Tenant isolation enforcement + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + non_existent_id = fake.uuid4() + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError, match="MCP tool not found"): + MCPToolManageService.delete_mcp_tool(tenant.id, non_existent_id) + + def test_delete_mcp_tool_tenant_isolation(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test tenant isolation when deleting MCP tool. + + This test verifies: + - Proper tenant isolation enforcement + - Providers from other tenants cannot be deleted + - Security boundaries are maintained + """ + # Arrange: Create test data for two tenants + fake = Faker() + account1, tenant1 = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + account2, tenant2 = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider in tenant1 + mcp_provider1 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant1.id, account1.id + ) + + # Act & Assert: Verify tenant isolation + with pytest.raises(ValueError, match="MCP tool not found"): + MCPToolManageService.delete_mcp_tool(tenant2.id, mcp_provider1.id) + + # Verify provider still exists in tenant1 + from extensions.ext_database import db + + assert db.session.query(MCPToolProvider).filter_by(id=mcp_provider1.id).first() is not None + + def test_update_mcp_provider_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful update of MCP provider. + + This test verifies: + - Proper update of MCP provider fields + - Correct database state after update + - Proper handling of unchanged server URL + - External service integration + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + original_name = mcp_provider.name + original_icon = mcp_provider.icon + + from extensions.ext_database import db + + db.session.commit() + + # Act: Execute the method under test + MCPToolManageService.update_mcp_provider( + tenant_id=tenant.id, + provider_id=mcp_provider.id, + name="Updated MCP Provider", + server_url=UNCHANGED_SERVER_URL_PLACEHOLDER, # Use placeholder for unchanged URL + icon="🚀", + icon_type="emoji", + icon_background="#4ECDC4", + server_identifier="updated_identifier_123", + timeout=45.0, + sse_read_timeout=400.0, + ) + + # Assert: Verify the expected outcomes + db.session.refresh(mcp_provider) + assert mcp_provider.name == "Updated MCP Provider" + assert mcp_provider.server_identifier == "updated_identifier_123" + assert mcp_provider.timeout == 45.0 + assert mcp_provider.sse_read_timeout == 400.0 + assert mcp_provider.updated_at is not None + + # Verify icon was updated + import json + + icon_data = json.loads(mcp_provider.icon) + assert icon_data["content"] == "🚀" + assert icon_data["background"] == "#4ECDC4" + + def test_update_mcp_provider_with_server_url_change( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful update of MCP provider with server URL change. + + This test verifies: + - Proper handling of server URL changes + - Correct reconnection logic + - Database state updates + - External service integration + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + + from extensions.ext_database import db + + db.session.commit() + + # Mock the reconnection method + with patch.object(MCPToolManageService, "_re_connect_mcp_provider") as mock_reconnect: + mock_reconnect.return_value = { + "authed": True, + "tools": '[{"name": "test_tool"}]', + "encrypted_credentials": "{}", + } + + # Act: Execute the method under test + MCPToolManageService.update_mcp_provider( + tenant_id=tenant.id, + provider_id=mcp_provider.id, + name="Updated MCP Provider", + server_url="https://new-example.com/mcp", + icon="🚀", + icon_type="emoji", + icon_background="#4ECDC4", + server_identifier="updated_identifier_123", + timeout=45.0, + sse_read_timeout=400.0, + ) + + # Assert: Verify the expected outcomes + db.session.refresh(mcp_provider) + assert mcp_provider.name == "Updated MCP Provider" + assert mcp_provider.server_identifier == "updated_identifier_123" + assert mcp_provider.timeout == 45.0 + assert mcp_provider.sse_read_timeout == 400.0 + assert mcp_provider.updated_at is not None + + # Verify reconnection was called + mock_reconnect.assert_called_once_with("https://new-example.com/mcp", mcp_provider.id, tenant.id) + + def test_update_mcp_provider_duplicate_name(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test error handling when updating MCP provider with duplicate name. + + This test verifies: + - Proper error handling for duplicate provider names + - Correct exception type and message + - Database integrity constraints + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create two MCP providers + provider1 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + provider1.name = "First Provider" + + provider2 = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + provider2.name = "Second Provider" + + from extensions.ext_database import db + + db.session.commit() + + # Act & Assert: Verify proper error handling for duplicate name + with pytest.raises(ValueError, match="MCP tool First Provider already exists"): + MCPToolManageService.update_mcp_provider( + tenant_id=tenant.id, + provider_id=provider2.id, + name="First Provider", # Duplicate name + server_url=UNCHANGED_SERVER_URL_PLACEHOLDER, + icon="🚀", + icon_type="emoji", + icon_background="#4ECDC4", + server_identifier="unique_identifier", + timeout=45.0, + sse_read_timeout=400.0, + ) + + def test_update_mcp_provider_credentials_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful update of MCP provider credentials. + + This test verifies: + - Proper encryption of credentials + - Correct database state after update + - Authentication state management + - External service integration + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + mcp_provider.encrypted_credentials = '{"existing_key": "existing_value"}' + mcp_provider.authed = False + mcp_provider.tools = "[]" + + from extensions.ext_database import db + + db.session.commit() + + # Mock the provider controller and encryption + with ( + patch("services.tools.mcp_tools_manage_service.MCPToolProviderController") as mock_controller, + patch("services.tools.mcp_tools_manage_service.ProviderConfigEncrypter") as mock_encrypter, + ): + # Setup mocks + mock_controller_instance = mock_controller._from_db.return_value + mock_controller_instance.get_credentials_schema.return_value = [] + + mock_encrypter_instance = mock_encrypter.return_value + mock_encrypter_instance.encrypt.return_value = {"new_key": "encrypted_value"} + + # Act: Execute the method under test + MCPToolManageService.update_mcp_provider_credentials( + mcp_provider=mcp_provider, credentials={"new_key": "new_value"}, authed=True + ) + + # Assert: Verify the expected outcomes + db.session.refresh(mcp_provider) + assert mcp_provider.authed is True + assert mcp_provider.updated_at is not None + + # Verify credentials were encrypted and merged + import json + + credentials = json.loads(mcp_provider.encrypted_credentials) + assert "existing_key" in credentials + assert "new_key" in credentials + + def test_update_mcp_provider_credentials_not_authed( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test update of MCP provider credentials when not authenticated. + + This test verifies: + - Proper handling of non-authenticated state + - Tools list is cleared when not authenticated + - Credentials are still updated + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Create MCP provider + mcp_provider = self._create_test_mcp_provider( + db_session_with_containers, mock_external_service_dependencies, tenant.id, account.id + ) + mcp_provider.encrypted_credentials = '{"existing_key": "existing_value"}' + mcp_provider.authed = True + mcp_provider.tools = '[{"name": "test_tool"}]' + + from extensions.ext_database import db + + db.session.commit() + + # Mock the provider controller and encryption + with ( + patch("services.tools.mcp_tools_manage_service.MCPToolProviderController") as mock_controller, + patch("services.tools.mcp_tools_manage_service.ProviderConfigEncrypter") as mock_encrypter, + ): + # Setup mocks + mock_controller_instance = mock_controller._from_db.return_value + mock_controller_instance.get_credentials_schema.return_value = [] + + mock_encrypter_instance = mock_encrypter.return_value + mock_encrypter_instance.encrypt.return_value = {"new_key": "encrypted_value"} + + # Act: Execute the method under test + MCPToolManageService.update_mcp_provider_credentials( + mcp_provider=mcp_provider, credentials={"new_key": "new_value"}, authed=False + ) + + # Assert: Verify the expected outcomes + db.session.refresh(mcp_provider) + assert mcp_provider.authed is False + assert mcp_provider.tools == "[]" + assert mcp_provider.updated_at is not None + + def test_re_connect_mcp_provider_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful reconnection to MCP provider. + + This test verifies: + - Proper connection to remote MCP server + - Correct tool listing and return value + - Proper error handling for authentication errors + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Mock MCPClient and its context manager + mock_tools = [ + type("MockTool", (), {"model_dump": lambda self: {"name": "test_tool_1", "description": "Test tool 1"}})(), + type("MockTool", (), {"model_dump": lambda self: {"name": "test_tool_2", "description": "Test tool 2"}})(), + ] + + with patch("services.tools.mcp_tools_manage_service.MCPClient") as mock_mcp_client: + # Setup mock client + mock_client_instance = mock_mcp_client.return_value.__enter__.return_value + mock_client_instance.list_tools.return_value = mock_tools + + # Act: Execute the method under test + result = MCPToolManageService._re_connect_mcp_provider( + "https://example.com/mcp", "test_provider_id", tenant.id + ) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["authed"] is True + assert result["tools"] is not None + assert result["encrypted_credentials"] == "{}" + + # Verify tools were properly serialized + import json + + tools_data = json.loads(result["tools"]) + assert len(tools_data) == 2 + assert tools_data[0]["name"] == "test_tool_1" + assert tools_data[1]["name"] == "test_tool_2" + + # Verify mock interactions + mock_mcp_client.assert_called_once_with( + "https://example.com/mcp", "test_provider_id", tenant.id, authed=False, for_list=True + ) + + def test_re_connect_mcp_provider_auth_error(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test reconnection to MCP provider when authentication fails. + + This test verifies: + - Proper handling of authentication errors + - Correct return value for failed authentication + - Tools list is cleared + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Mock MCPClient to raise authentication error + with patch("services.tools.mcp_tools_manage_service.MCPClient") as mock_mcp_client: + from core.mcp.error import MCPAuthError + + mock_client_instance = mock_mcp_client.return_value.__enter__.return_value + mock_client_instance.list_tools.side_effect = MCPAuthError("Authentication required") + + # Act: Execute the method under test + result = MCPToolManageService._re_connect_mcp_provider( + "https://example.com/mcp", "test_provider_id", tenant.id + ) + + # Assert: Verify the expected outcomes + assert result is not None + assert result["authed"] is False + assert result["tools"] == "[]" + assert result["encrypted_credentials"] == "{}" + + def test_re_connect_mcp_provider_connection_error( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test reconnection to MCP provider when connection fails. + + This test verifies: + - Proper error handling for connection errors + - Correct exception type and message + """ + # Arrange: Create test data + fake = Faker() + account, tenant = self._create_test_account_and_tenant( + db_session_with_containers, mock_external_service_dependencies + ) + + # Mock MCPClient to raise connection error + with patch("services.tools.mcp_tools_manage_service.MCPClient") as mock_mcp_client: + from core.mcp.error import MCPError + + mock_client_instance = mock_mcp_client.return_value.__enter__.return_value + mock_client_instance.list_tools.side_effect = MCPError("Connection failed") + + # Act & Assert: Verify proper error handling + with pytest.raises(ValueError, match="Failed to re-connect MCP server: Connection failed"): + MCPToolManageService._re_connect_mcp_provider("https://example.com/mcp", "test_provider_id", tenant.id) 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 new file mode 100644 index 0000000000..bf25968100 --- /dev/null +++ b/api/tests/test_containers_integration_tests/services/tools/test_tools_transform_service.py @@ -0,0 +1,788 @@ +from unittest.mock import Mock, patch + +import pytest +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 models.tools import ApiToolProvider, BuiltinToolProvider, MCPToolProvider, WorkflowToolProvider +from services.tools.tools_transform_service import ToolTransformService + + +class TestToolTransformService: + """Integration tests for ToolTransformService using testcontainers.""" + + @pytest.fixture + def mock_external_service_dependencies(self): + """Mock setup for external service dependencies.""" + with ( + patch("services.tools.tools_transform_service.dify_config") as mock_dify_config, + ): + # Setup default mock returns + mock_dify_config.CONSOLE_API_URL = "https://console.example.com" + + yield { + "dify_config": mock_dify_config, + } + + def _create_test_tool_provider( + self, db_session_with_containers, mock_external_service_dependencies, provider_type="api" + ): + """ + Helper method to create a test tool provider for testing. + + Args: + db_session_with_containers: Database session from testcontainers infrastructure + mock_external_service_dependencies: Mock dependencies + provider_type: Type of provider to create + + Returns: + Tool provider instance + """ + fake = Faker() + + if provider_type == "api": + provider = ApiToolProvider( + name=fake.company(), + description=fake.text(max_nb_chars=100), + icon='{"background": "#FF6B6B", "content": "🔧"}', + icon_dark='{"background": "#252525", "content": "🔧"}', + tenant_id="test_tenant_id", + user_id="test_user_id", + credentials={"auth_type": "api_key_header", "api_key": "test_key"}, + provider_type="api", + ) + elif provider_type == "builtin": + provider = BuiltinToolProvider( + name=fake.company(), + description=fake.text(max_nb_chars=100), + icon="🔧", + icon_dark="🔧", + tenant_id="test_tenant_id", + provider="test_provider", + credential_type="api_key", + credentials={"api_key": "test_key"}, + ) + elif provider_type == "workflow": + provider = WorkflowToolProvider( + name=fake.company(), + description=fake.text(max_nb_chars=100), + icon='{"background": "#FF6B6B", "content": "🔧"}', + icon_dark='{"background": "#252525", "content": "🔧"}', + tenant_id="test_tenant_id", + user_id="test_user_id", + workflow_id="test_workflow_id", + ) + elif provider_type == "mcp": + provider = MCPToolProvider( + name=fake.company(), + description=fake.text(max_nb_chars=100), + provider_icon='{"background": "#FF6B6B", "content": "🔧"}', + tenant_id="test_tenant_id", + user_id="test_user_id", + server_url="https://mcp.example.com", + server_identifier="test_server", + tools='[{"name": "test_tool", "description": "Test tool"}]', + authed=True, + ) + else: + raise ValueError(f"Unknown provider type: {provider_type}") + + from extensions.ext_database import db + + db.session.add(provider) + db.session.commit() + + return provider + + def test_get_plugin_icon_url_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful plugin icon URL generation. + + This test verifies: + - Proper URL construction for plugin icons + - Correct tenant_id and filename handling + - URL format compliance + """ + # Arrange: Setup test data + fake = Faker() + tenant_id = fake.uuid4() + filename = "test_icon.png" + + # Act: Execute the method under test + result = ToolTransformService.get_plugin_icon_url(tenant_id, filename) + + # Assert: Verify the expected outcomes + assert result is not None + assert isinstance(result, str) + assert "console/api/workspaces/current/plugin/icon" in result + assert tenant_id in result + assert filename in result + assert result.startswith("https://console.example.com") + + # Verify URL structure + expected_url = f"https://console.example.com/console/api/workspaces/current/plugin/icon?tenant_id={tenant_id}&filename={filename}" + assert result == expected_url + + def test_get_plugin_icon_url_with_empty_console_url( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test plugin icon URL generation when CONSOLE_API_URL is empty. + + This test verifies: + - Fallback to relative URL when CONSOLE_API_URL is None + - Proper URL construction with relative path + """ + # Arrange: Setup mock with empty console URL + mock_external_service_dependencies["dify_config"].CONSOLE_API_URL = None + fake = Faker() + tenant_id = fake.uuid4() + filename = "test_icon.png" + + # Act: Execute the method under test + result = ToolTransformService.get_plugin_icon_url(tenant_id, filename) + + # Assert: Verify the expected outcomes + assert result is not None + assert isinstance(result, str) + assert result.startswith("/console/api/workspaces/current/plugin/icon") + assert tenant_id in result + assert filename in result + + # Verify URL structure + expected_url = f"/console/api/workspaces/current/plugin/icon?tenant_id={tenant_id}&filename={filename}" + assert result == expected_url + + def test_get_tool_provider_icon_url_builtin_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful tool provider icon URL generation for builtin providers. + + This test verifies: + - Proper URL construction for builtin tool providers + - Correct provider type handling + - URL format compliance + """ + # Arrange: Setup test data + fake = Faker() + provider_type = ToolProviderType.BUILT_IN.value + provider_name = fake.company() + icon = "🔧" + + # Act: Execute the method under test + result = ToolTransformService.get_tool_provider_icon_url(provider_type, provider_name, icon) + + # Assert: Verify the expected outcomes + assert result is not None + assert isinstance(result, str) + assert "console/api/workspaces/current/tool-provider/builtin" in result + # Note: provider_name may contain spaces that get URL encoded + assert provider_name.replace(" ", "%20") in result or provider_name in result + assert result.endswith("/icon") + assert result.startswith("https://console.example.com") + + # Verify URL structure (accounting for URL encoding) + # The actual result will have URL-encoded spaces (%20), so we need to compare accordingly + expected_url = ( + f"https://console.example.com/console/api/workspaces/current/tool-provider/builtin/{provider_name}/icon" + ) + # Convert expected URL to match the actual URL encoding + expected_encoded = expected_url.replace(" ", "%20") + assert result == expected_encoded + + def test_get_tool_provider_icon_url_api_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful tool provider icon URL generation for API providers. + + This test verifies: + - Proper icon handling for API tool providers + - JSON string parsing for icon data + - Fallback icon when parsing fails + """ + # Arrange: Setup test data + fake = Faker() + provider_type = ToolProviderType.API.value + provider_name = fake.company() + icon = '{"background": "#FF6B6B", "content": "🔧"}' + + # Act: Execute the method under test + result = ToolTransformService.get_tool_provider_icon_url(provider_type, provider_name, icon) + + # Assert: Verify the expected outcomes + assert result is not None + assert isinstance(result, dict) + assert result["background"] == "#FF6B6B" + assert result["content"] == "🔧" + + def test_get_tool_provider_icon_url_api_invalid_json( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tool provider icon URL generation for API providers with invalid JSON. + + This test verifies: + - Proper fallback when JSON parsing fails + - Default icon structure when exception occurs + """ + # Arrange: Setup test data with invalid JSON + fake = Faker() + provider_type = ToolProviderType.API.value + provider_name = fake.company() + icon = '{"invalid": json}' + + # Act: Execute the method under test + result = ToolTransformService.get_tool_provider_icon_url(provider_type, provider_name, icon) + + # Assert: Verify the expected outcomes + assert result is not None + assert isinstance(result, dict) + assert result["background"] == "#252525" + # Note: emoji characters may be represented as Unicode escape sequences + assert result["content"] == "😁" or result["content"] == "\ud83d\ude01" + + def test_get_tool_provider_icon_url_workflow_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful tool provider icon URL generation for workflow providers. + + This test verifies: + - Proper icon handling for workflow tool providers + - Direct icon return for workflow type + """ + # Arrange: Setup test data + fake = Faker() + provider_type = ToolProviderType.WORKFLOW.value + provider_name = fake.company() + icon = {"background": "#FF6B6B", "content": "🔧"} + + # Act: Execute the method under test + result = ToolTransformService.get_tool_provider_icon_url(provider_type, provider_name, icon) + + # Assert: Verify the expected outcomes + assert result is not None + assert isinstance(result, dict) + assert result["background"] == "#FF6B6B" + assert result["content"] == "🔧" + + def test_get_tool_provider_icon_url_mcp_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful tool provider icon URL generation for MCP providers. + + This test verifies: + - Direct icon return for MCP type + - No URL transformation for MCP providers + """ + # Arrange: Setup test data + fake = Faker() + provider_type = ToolProviderType.MCP.value + provider_name = fake.company() + icon = {"background": "#FF6B6B", "content": "🔧"} + + # Act: Execute the method under test + result = ToolTransformService.get_tool_provider_icon_url(provider_type, provider_name, icon) + + # Assert: Verify the expected outcomes + assert result is not None + assert isinstance(result, dict) + assert result["background"] == "#FF6B6B" + assert result["content"] == "🔧" + + def test_get_tool_provider_icon_url_unknown_type( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test tool provider icon URL generation for unknown provider types. + + This test verifies: + - Empty string return for unknown provider types + - Proper handling of unsupported types + """ + # Arrange: Setup test data with unknown type + fake = Faker() + provider_type = "unknown_type" + provider_name = fake.company() + icon = "🔧" + + # Act: Execute the method under test + result = ToolTransformService.get_tool_provider_icon_url(provider_type, provider_name, icon) + + # Assert: Verify the expected outcomes + assert result == "" + + def test_repack_provider_dict_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful provider repacking with dictionary input. + + This test verifies: + - Proper icon URL generation for dictionary providers + - Correct provider type handling + - Icon transformation for different provider types + """ + # Arrange: Setup test data + fake = Faker() + tenant_id = fake.uuid4() + provider = {"type": ToolProviderType.BUILT_IN.value, "name": fake.company(), "icon": "🔧"} + + # Act: Execute the method under test + ToolTransformService.repack_provider(tenant_id, provider) + + # Assert: Verify the expected outcomes + assert "icon" in provider + assert isinstance(provider["icon"], str) + assert "console/api/workspaces/current/tool-provider/builtin" in provider["icon"] + # Note: provider name may contain spaces that get URL encoded + assert provider["name"].replace(" ", "%20") in provider["icon"] or provider["name"] in provider["icon"] + + def test_repack_provider_entity_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful provider repacking with ToolProviderApiEntity input. + + This test verifies: + - Proper icon URL generation for entity providers + - Plugin icon handling when plugin_id is present + - Regular icon handling when plugin_id is not present + """ + # Arrange: Setup test data + fake = Faker() + tenant_id = fake.uuid4() + + # Create provider entity with plugin_id + provider = ToolProviderApiEntity( + id=fake.uuid4(), + author=fake.name(), + name=fake.company(), + description=I18nObject(en_US=fake.text(max_nb_chars=100)), + icon="test_icon.png", + icon_dark="test_icon_dark.png", + label=I18nObject(en_US=fake.company()), + type=ToolProviderType.API, + masked_credentials={}, + is_team_authorization=True, + plugin_id="test_plugin_id", + tools=[], + labels=[], + ) + + # Act: Execute the method under test + ToolTransformService.repack_provider(tenant_id, provider) + + # Assert: Verify the expected outcomes + assert provider.icon is not None + assert isinstance(provider.icon, str) + assert "console/api/workspaces/current/plugin/icon" in provider.icon + assert tenant_id in provider.icon + assert "test_icon.png" in provider.icon + + # Verify dark icon handling + assert provider.icon_dark is not None + assert isinstance(provider.icon_dark, str) + assert "console/api/workspaces/current/plugin/icon" in provider.icon_dark + assert tenant_id in provider.icon_dark + assert "test_icon_dark.png" in provider.icon_dark + + def test_repack_provider_entity_no_plugin_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful provider repacking with ToolProviderApiEntity input without plugin_id. + + This test verifies: + - Proper icon URL generation for non-plugin providers + - Regular tool provider icon handling + - Dark icon handling when present + """ + # Arrange: Setup test data + fake = Faker() + tenant_id = fake.uuid4() + + # Create provider entity without plugin_id + provider = ToolProviderApiEntity( + id=fake.uuid4(), + author=fake.name(), + name=fake.company(), + description=I18nObject(en_US=fake.text(max_nb_chars=100)), + icon='{"background": "#FF6B6B", "content": "🔧"}', + icon_dark='{"background": "#252525", "content": "🔧"}', + label=I18nObject(en_US=fake.company()), + type=ToolProviderType.API, + masked_credentials={}, + is_team_authorization=True, + plugin_id=None, + tools=[], + labels=[], + ) + + # Act: Execute the method under test + ToolTransformService.repack_provider(tenant_id, provider) + + # Assert: Verify the expected outcomes + assert provider.icon is not None + assert isinstance(provider.icon, dict) + assert provider.icon["background"] == "#FF6B6B" + assert provider.icon["content"] == "🔧" + + # Verify dark icon handling + assert provider.icon_dark is not None + assert isinstance(provider.icon_dark, dict) + assert provider.icon_dark["background"] == "#252525" + assert provider.icon_dark["content"] == "🔧" + + def test_repack_provider_entity_no_dark_icon(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test provider repacking with ToolProviderApiEntity input without dark icon. + + This test verifies: + - Proper handling when icon_dark is None or empty + - No errors when dark icon is not present + """ + # Arrange: Setup test data + fake = Faker() + tenant_id = fake.uuid4() + + # Create provider entity without dark icon + provider = ToolProviderApiEntity( + id=fake.uuid4(), + author=fake.name(), + name=fake.company(), + description=I18nObject(en_US=fake.text(max_nb_chars=100)), + icon='{"background": "#FF6B6B", "content": "🔧"}', + icon_dark=None, + label=I18nObject(en_US=fake.company()), + type=ToolProviderType.API, + masked_credentials={}, + is_team_authorization=True, + plugin_id=None, + tools=[], + labels=[], + ) + + # Act: Execute the method under test + ToolTransformService.repack_provider(tenant_id, provider) + + # Assert: Verify the expected outcomes + assert provider.icon is not None + assert isinstance(provider.icon, dict) + assert provider.icon["background"] == "#FF6B6B" + assert provider.icon["content"] == "🔧" + + # Verify dark icon remains None + assert provider.icon_dark is None + + def test_builtin_provider_to_user_provider_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful conversion of builtin provider to user provider. + + This test verifies: + - Proper entity creation with all required fields + - Credentials schema handling + - Team authorization setup + - Plugin ID handling + """ + # Arrange: Setup test data + fake = Faker() + + # Create mock provider controller + mock_controller = Mock() + mock_controller.entity.identity.name = fake.company() + mock_controller.entity.identity.author = fake.name() + mock_controller.entity.identity.description = I18nObject(en_US=fake.text(max_nb_chars=100)) + mock_controller.entity.identity.icon = "🔧" + mock_controller.entity.identity.icon_dark = "🔧" + mock_controller.entity.identity.label = I18nObject(en_US=fake.company()) + mock_controller.plugin_id = None + mock_controller.plugin_unique_identifier = None + mock_controller.tool_labels = ["label1", "label2"] + mock_controller.need_credentials = True + + # Mock credentials schema + mock_credential = Mock() + mock_credential.to_basic_provider_config.return_value.name = "api_key" + mock_controller.get_credentials_schema_by_type.return_value = [mock_credential] + + # Create mock database provider + mock_db_provider = Mock() + mock_db_provider.credential_type = "api-key" + mock_db_provider.tenant_id = fake.uuid4() + mock_db_provider.credentials = {"api_key": "encrypted_key"} + + # Mock encryption + with patch("services.tools.tools_transform_service.create_provider_encrypter") as mock_encrypter: + mock_encrypter_instance = Mock() + mock_encrypter_instance.decrypt.return_value = {"api_key": "decrypted_key"} + mock_encrypter_instance.mask_tool_credentials.return_value = {"api_key": ""} + mock_encrypter.return_value = (mock_encrypter_instance, None) + + # Act: Execute the method under test + result = ToolTransformService.builtin_provider_to_user_provider( + mock_controller, mock_db_provider, decrypt_credentials=True + ) + + # Assert: Verify the expected outcomes + assert result is not None + assert result.id == mock_controller.entity.identity.name + assert result.author == mock_controller.entity.identity.author + assert result.name == mock_controller.entity.identity.name + assert result.description == mock_controller.entity.identity.description + assert result.icon == mock_controller.entity.identity.icon + assert result.icon_dark == mock_controller.entity.identity.icon_dark + assert result.label == mock_controller.entity.identity.label + assert result.type == ToolProviderType.BUILT_IN + assert result.is_team_authorization is True + assert result.plugin_id is None + assert result.tools == [] + assert result.labels == ["label1", "label2"] + assert result.masked_credentials == {"api_key": ""} + assert result.original_credentials == {"api_key": "decrypted_key"} + + def test_builtin_provider_to_user_provider_plugin_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful conversion of builtin provider to user provider with plugin. + + This test verifies: + - Plugin ID and unique identifier handling + - Proper entity creation for plugin providers + """ + # Arrange: Setup test data + fake = Faker() + + # Create mock provider controller with plugin + mock_controller = Mock() + mock_controller.entity.identity.name = fake.company() + mock_controller.entity.identity.author = fake.name() + mock_controller.entity.identity.description = I18nObject(en_US=fake.text(max_nb_chars=100)) + mock_controller.entity.identity.icon = "🔧" + mock_controller.entity.identity.icon_dark = "🔧" + mock_controller.entity.identity.label = I18nObject(en_US=fake.company()) + mock_controller.plugin_id = "test_plugin_id" + mock_controller.plugin_unique_identifier = "test_unique_id" + mock_controller.tool_labels = ["label1"] + mock_controller.need_credentials = False + + # Mock credentials schema + mock_credential = Mock() + mock_credential.to_basic_provider_config.return_value.name = "api_key" + mock_controller.get_credentials_schema_by_type.return_value = [mock_credential] + + # Act: Execute the method under test + result = ToolTransformService.builtin_provider_to_user_provider( + mock_controller, None, decrypt_credentials=False + ) + + # Assert: Verify the expected outcomes + assert result is not None + # Note: The method checks isinstance(provider_controller, PluginToolProviderController) + # Since we're using a Mock, this check will fail, so plugin_id will remain None + # In a real test with actual PluginToolProviderController, this would work + assert result.is_team_authorization is True + assert result.allow_delete is False + + def test_builtin_provider_to_user_provider_no_credentials( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test conversion of builtin provider to user provider without credentials. + + This test verifies: + - Proper handling when no credentials are needed + - Team authorization setup for no-credentials providers + """ + # Arrange: Setup test data + fake = Faker() + + # Create mock provider controller + mock_controller = Mock() + mock_controller.entity.identity.name = fake.company() + mock_controller.entity.identity.author = fake.name() + mock_controller.entity.identity.description = I18nObject(en_US=fake.text(max_nb_chars=100)) + mock_controller.entity.identity.icon = "🔧" + mock_controller.entity.identity.icon_dark = "🔧" + mock_controller.entity.identity.label = I18nObject(en_US=fake.company()) + mock_controller.plugin_id = None + mock_controller.plugin_unique_identifier = None + mock_controller.tool_labels = [] + mock_controller.need_credentials = False + + # Mock credentials schema + mock_credential = Mock() + mock_credential.to_basic_provider_config.return_value.name = "api_key" + mock_controller.get_credentials_schema_by_type.return_value = [mock_credential] + + # Act: Execute the method under test + result = ToolTransformService.builtin_provider_to_user_provider( + mock_controller, None, decrypt_credentials=False + ) + + # Assert: Verify the expected outcomes + assert result is not None + assert result.is_team_authorization is True + assert result.allow_delete is False + assert result.masked_credentials == {} + + def test_api_provider_to_controller_success(self, db_session_with_containers, mock_external_service_dependencies): + """ + Test successful conversion of API provider to controller. + + This test verifies: + - Proper controller creation from database provider + - Auth type handling for different credential types + - Backward compatibility for auth types + """ + # Arrange: Setup test data + fake = Faker() + + # Create API tool provider with api_key_header auth + provider = ApiToolProvider( + name=fake.company(), + description=fake.text(max_nb_chars=100), + icon='{"background": "#FF6B6B", "content": "🔧"}', + tenant_id=fake.uuid4(), + user_id=fake.uuid4(), + credentials_str='{"auth_type": "api_key_header", "api_key": "test_key"}', + schema="{}", + schema_type_str="openapi", + tools_str="[]", + ) + + from extensions.ext_database import db + + db.session.add(provider) + db.session.commit() + + # Act: Execute the method under test + result = ToolTransformService.api_provider_to_controller(provider) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "from_db") + # Additional assertions would depend on the actual controller implementation + + def test_api_provider_to_controller_api_key_query( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test conversion of API provider to controller with api_key_query auth type. + + This test verifies: + - Proper auth type handling for query parameter authentication + """ + # Arrange: Setup test data + fake = Faker() + + # Create API tool provider with api_key_query auth + provider = ApiToolProvider( + name=fake.company(), + description=fake.text(max_nb_chars=100), + icon='{"background": "#FF6B6B", "content": "🔧"}', + tenant_id=fake.uuid4(), + user_id=fake.uuid4(), + credentials_str='{"auth_type": "api_key_query", "api_key": "test_key"}', + schema="{}", + schema_type_str="openapi", + tools_str="[]", + ) + + from extensions.ext_database import db + + db.session.add(provider) + db.session.commit() + + # Act: Execute the method under test + result = ToolTransformService.api_provider_to_controller(provider) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "from_db") + + def test_api_provider_to_controller_backward_compatibility( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test conversion of API provider to controller with backward compatibility auth types. + + This test verifies: + - Proper handling of legacy auth type values + - Backward compatibility for api_key and api_key_header + """ + # Arrange: Setup test data + fake = Faker() + + # Create API tool provider with legacy auth type + provider = ApiToolProvider( + name=fake.company(), + description=fake.text(max_nb_chars=100), + icon='{"background": "#FF6B6B", "content": "🔧"}', + tenant_id=fake.uuid4(), + user_id=fake.uuid4(), + credentials_str='{"auth_type": "api_key", "api_key": "test_key"}', + schema="{}", + schema_type_str="openapi", + tools_str="[]", + ) + + from extensions.ext_database import db + + db.session.add(provider) + db.session.commit() + + # Act: Execute the method under test + result = ToolTransformService.api_provider_to_controller(provider) + + # Assert: Verify the expected outcomes + assert result is not None + assert hasattr(result, "from_db") + + def test_workflow_provider_to_controller_success( + self, db_session_with_containers, mock_external_service_dependencies + ): + """ + Test successful conversion of workflow provider to controller. + + This test verifies: + - Proper controller creation from workflow provider + - Workflow-specific controller handling + """ + # Arrange: Setup test data + fake = Faker() + + # Create workflow tool provider + provider = WorkflowToolProvider( + name=fake.company(), + description=fake.text(max_nb_chars=100), + icon='{"background": "#FF6B6B", "content": "🔧"}', + tenant_id=fake.uuid4(), + user_id=fake.uuid4(), + app_id=fake.uuid4(), + label="Test Workflow", + version="1.0.0", + parameter_configuration="[]", + ) + + from extensions.ext_database import db + + db.session.add(provider) + db.session.commit() + + # Mock the WorkflowToolProviderController.from_db method to avoid app dependency + with patch("services.tools.tools_transform_service.WorkflowToolProviderController.from_db") as mock_from_db: + mock_controller = Mock() + mock_from_db.return_value = mock_controller + + # Act: Execute the method under test + result = ToolTransformService.workflow_provider_to_controller(provider) + + # Assert: Verify the expected outcomes + assert result is not None + assert result == mock_controller + mock_from_db.assert_called_once_with(provider) diff --git a/api/tests/unit_tests/configs/test_dify_config.py b/api/tests/unit_tests/configs/test_dify_config.py index 0ae6a09f5b..0c7473019a 100644 --- a/api/tests/unit_tests/configs/test_dify_config.py +++ b/api/tests/unit_tests/configs/test_dify_config.py @@ -8,7 +8,7 @@ from yarl import URL from configs.app_config import DifyConfig -def test_dify_config(monkeypatch): +def test_dify_config(monkeypatch: pytest.MonkeyPatch): # clear system environment variables os.environ.clear() @@ -48,7 +48,7 @@ def test_dify_config(monkeypatch): # NOTE: If there is a `.env` file in your Workspace, this test might not succeed as expected. # This is due to `pymilvus` loading all the variables from the `.env` file into `os.environ`. -def test_flask_configs(monkeypatch): +def test_flask_configs(monkeypatch: pytest.MonkeyPatch): flask_app = Flask("app") # clear system environment variables os.environ.clear() @@ -90,6 +90,7 @@ def test_flask_configs(monkeypatch): "pool_recycle": 3600, "pool_size": 30, "pool_use_lifo": False, + "pool_reset_on_return": None, } assert config["CONSOLE_WEB_URL"] == "https://example.com" @@ -100,7 +101,7 @@ def test_flask_configs(monkeypatch): assert str(URL(str(config["CODE_EXECUTION_ENDPOINT"])) / "v1") == "http://127.0.0.1:8194/v1" -def test_inner_api_config_exist(monkeypatch): +def test_inner_api_config_exist(monkeypatch: pytest.MonkeyPatch): # Set environment variables using monkeypatch monkeypatch.setenv("CONSOLE_API_URL", "https://example.com") monkeypatch.setenv("CONSOLE_WEB_URL", "https://example.com") @@ -118,7 +119,7 @@ def test_inner_api_config_exist(monkeypatch): assert len(config.INNER_API_KEY) > 0 -def test_db_extras_options_merging(monkeypatch): +def test_db_extras_options_merging(monkeypatch: pytest.MonkeyPatch): """Test that DB_EXTRAS options are properly merged with default timezone setting""" # Set environment variables monkeypatch.setenv("DB_USERNAME", "postgres") @@ -163,7 +164,13 @@ def test_db_extras_options_merging(monkeypatch): ], ) def test_celery_broker_url_with_special_chars_password( - monkeypatch, broker_url, expected_host, expected_port, expected_username, expected_password, expected_db + monkeypatch: pytest.MonkeyPatch, + broker_url, + expected_host, + expected_port, + expected_username, + expected_password, + expected_db, ): """Test that CELERY_BROKER_URL with various formats are handled correctly.""" from kombu.utils.url import parse_url diff --git a/api/tests/unit_tests/core/mcp/server/__init__.py b/api/tests/unit_tests/core/mcp/server/__init__.py new file mode 100644 index 0000000000..81af0ff1cc --- /dev/null +++ b/api/tests/unit_tests/core/mcp/server/__init__.py @@ -0,0 +1 @@ +# MCP server tests diff --git a/api/tests/unit_tests/core/mcp/server/test_streamable_http.py b/api/tests/unit_tests/core/mcp/server/test_streamable_http.py new file mode 100644 index 0000000000..ccc5d42bcf --- /dev/null +++ b/api/tests/unit_tests/core/mcp/server/test_streamable_http.py @@ -0,0 +1,449 @@ +import json +from unittest.mock import Mock, patch + +import pytest + +from core.app.app_config.entities import VariableEntity, VariableEntityType +from core.app.features.rate_limiting.rate_limit import RateLimitGenerator +from core.mcp import types +from core.mcp.server.streamable_http import ( + build_parameter_schema, + convert_input_form_to_parameters, + extract_answer_from_response, + handle_call_tool, + handle_initialize, + handle_list_tools, + handle_mcp_request, + handle_ping, + prepare_tool_arguments, + process_mapping_response, +) +from models.model import App, AppMCPServer, AppMode, EndUser + + +class TestHandleMCPRequest: + """Test handle_mcp_request function""" + + def setup_method(self): + """Setup test fixtures""" + self.app = Mock(spec=App) + self.app.name = "test_app" + self.app.mode = AppMode.CHAT.value + + self.mcp_server = Mock(spec=AppMCPServer) + self.mcp_server.description = "Test server" + self.mcp_server.parameters_dict = {} + + self.end_user = Mock(spec=EndUser) + self.user_input_form = [] + + # Create mock request + self.mock_request = Mock() + self.mock_request.root = Mock() + self.mock_request.root.id = 123 + + def test_handle_ping_request(self): + """Test handling ping request""" + # Setup ping request + self.mock_request.root = Mock(spec=types.PingRequest) + self.mock_request.root.id = 123 + request_type = Mock(return_value=types.PingRequest) + + with patch("core.mcp.server.streamable_http.type", request_type): + result = handle_mcp_request( + self.app, self.mock_request, self.user_input_form, self.mcp_server, self.end_user, 123 + ) + + assert isinstance(result, types.JSONRPCResponse) + assert result.jsonrpc == "2.0" + assert result.id == 123 + + def test_handle_initialize_request(self): + """Test handling initialize request""" + # Setup initialize request + self.mock_request.root = Mock(spec=types.InitializeRequest) + self.mock_request.root.id = 123 + request_type = Mock(return_value=types.InitializeRequest) + + with patch("core.mcp.server.streamable_http.type", request_type): + result = handle_mcp_request( + self.app, self.mock_request, self.user_input_form, self.mcp_server, self.end_user, 123 + ) + + assert isinstance(result, types.JSONRPCResponse) + assert result.jsonrpc == "2.0" + assert result.id == 123 + + def test_handle_list_tools_request(self): + """Test handling list tools request""" + # Setup list tools request + self.mock_request.root = Mock(spec=types.ListToolsRequest) + self.mock_request.root.id = 123 + request_type = Mock(return_value=types.ListToolsRequest) + + with patch("core.mcp.server.streamable_http.type", request_type): + result = handle_mcp_request( + self.app, self.mock_request, self.user_input_form, self.mcp_server, self.end_user, 123 + ) + + assert isinstance(result, types.JSONRPCResponse) + assert result.jsonrpc == "2.0" + assert result.id == 123 + + @patch("core.mcp.server.streamable_http.AppGenerateService") + def test_handle_call_tool_request(self, mock_app_generate): + """Test handling call tool request""" + # Setup call tool request + mock_call_request = Mock(spec=types.CallToolRequest) + mock_call_request.params = Mock() + mock_call_request.params.arguments = {"query": "test question"} + mock_call_request.id = 123 + + self.mock_request.root = mock_call_request + request_type = Mock(return_value=types.CallToolRequest) + + # Mock app generate service response + mock_response = {"answer": "test answer"} + mock_app_generate.generate.return_value = mock_response + + with patch("core.mcp.server.streamable_http.type", request_type): + result = handle_mcp_request( + self.app, self.mock_request, self.user_input_form, self.mcp_server, self.end_user, 123 + ) + + assert isinstance(result, types.JSONRPCResponse) + assert result.jsonrpc == "2.0" + assert result.id == 123 + + # Verify AppGenerateService was called + mock_app_generate.generate.assert_called_once() + + def test_handle_unknown_request_type(self): + """Test handling unknown request type""" + + # Setup unknown request + class UnknownRequest: + pass + + self.mock_request.root = Mock(spec=UnknownRequest) + self.mock_request.root.id = 123 + request_type = Mock(return_value=UnknownRequest) + + with patch("core.mcp.server.streamable_http.type", request_type): + result = handle_mcp_request( + self.app, self.mock_request, self.user_input_form, self.mcp_server, self.end_user, 123 + ) + + assert isinstance(result, types.JSONRPCError) + assert result.jsonrpc == "2.0" + assert result.id == 123 + assert result.error.code == types.METHOD_NOT_FOUND + + def test_handle_value_error(self): + """Test handling ValueError""" + # Setup request that will cause ValueError + self.mock_request.root = Mock(spec=types.CallToolRequest) + self.mock_request.root.params = Mock() + self.mock_request.root.params.arguments = {} + + request_type = Mock(return_value=types.CallToolRequest) + + # Don't provide end_user to cause ValueError + with patch("core.mcp.server.streamable_http.type", request_type): + result = handle_mcp_request(self.app, self.mock_request, self.user_input_form, self.mcp_server, None, 123) + + assert isinstance(result, types.JSONRPCError) + assert result.error.code == types.INVALID_PARAMS + + def test_handle_generic_exception(self): + """Test handling generic exception""" + # Setup request that will cause generic exception + self.mock_request.root = Mock(spec=types.PingRequest) + self.mock_request.root.id = 123 + + # Patch handle_ping to raise exception instead of type + with patch("core.mcp.server.streamable_http.handle_ping", side_effect=Exception("Test error")): + with patch("core.mcp.server.streamable_http.type", return_value=types.PingRequest): + result = handle_mcp_request( + self.app, self.mock_request, self.user_input_form, self.mcp_server, self.end_user, 123 + ) + + assert isinstance(result, types.JSONRPCError) + assert result.error.code == types.INTERNAL_ERROR + + +class TestIndividualHandlers: + """Test individual handler functions""" + + def test_handle_ping(self): + """Test ping handler""" + result = handle_ping() + assert isinstance(result, types.EmptyResult) + + def test_handle_initialize(self): + """Test initialize handler""" + description = "Test server" + + with patch("core.mcp.server.streamable_http.dify_config") as mock_config: + mock_config.project.version = "1.0.0" + result = handle_initialize(description) + + assert isinstance(result, types.InitializeResult) + assert result.protocolVersion == types.SERVER_LATEST_PROTOCOL_VERSION + assert result.instructions == "Test server" + + def test_handle_list_tools(self): + """Test list tools handler""" + app_name = "test_app" + app_mode = AppMode.CHAT.value + description = "Test server" + parameters_dict: dict[str, str] = {} + user_input_form: list[VariableEntity] = [] + + result = handle_list_tools(app_name, app_mode, user_input_form, description, parameters_dict) + + assert isinstance(result, types.ListToolsResult) + assert len(result.tools) == 1 + assert result.tools[0].name == "test_app" + assert result.tools[0].description == "Test server" + + @patch("core.mcp.server.streamable_http.AppGenerateService") + def test_handle_call_tool(self, mock_app_generate): + """Test call tool handler""" + app = Mock(spec=App) + app.mode = AppMode.CHAT.value + + # Create mock request + mock_request = Mock() + mock_call_request = Mock(spec=types.CallToolRequest) + mock_call_request.params = Mock() + mock_call_request.params.arguments = {"query": "test question"} + mock_request.root = mock_call_request + + user_input_form: list[VariableEntity] = [] + end_user = Mock(spec=EndUser) + + # Mock app generate service response + mock_response = {"answer": "test answer"} + mock_app_generate.generate.return_value = mock_response + + result = handle_call_tool(app, mock_request, user_input_form, end_user) + + assert isinstance(result, types.CallToolResult) + assert len(result.content) == 1 + # Type assertion needed due to union type + text_content = result.content[0] + assert hasattr(text_content, "text") + assert text_content.text == "test answer" # type: ignore[attr-defined] + + def test_handle_call_tool_no_end_user(self): + """Test call tool handler without end user""" + app = Mock(spec=App) + mock_request = Mock() + user_input_form: list[VariableEntity] = [] + + with pytest.raises(ValueError, match="End user not found"): + handle_call_tool(app, mock_request, user_input_form, None) + + +class TestUtilityFunctions: + """Test utility functions""" + + def test_build_parameter_schema_chat_mode(self): + """Test building parameter schema for chat mode""" + app_mode = AppMode.CHAT.value + parameters_dict: dict[str, str] = {"name": "Enter your name"} + + user_input_form = [ + VariableEntity( + type=VariableEntityType.TEXT_INPUT, + variable="name", + description="User name", + label="Name", + required=True, + ) + ] + + schema = build_parameter_schema(app_mode, user_input_form, parameters_dict) + + assert schema["type"] == "object" + assert "query" in schema["properties"] + assert "name" in schema["properties"] + assert "query" in schema["required"] + assert "name" in schema["required"] + + def test_build_parameter_schema_workflow_mode(self): + """Test building parameter schema for workflow mode""" + app_mode = AppMode.WORKFLOW.value + parameters_dict: dict[str, str] = {"input_text": "Enter text"} + + user_input_form = [ + VariableEntity( + type=VariableEntityType.TEXT_INPUT, + variable="input_text", + description="Input text", + label="Input", + required=True, + ) + ] + + schema = build_parameter_schema(app_mode, user_input_form, parameters_dict) + + assert schema["type"] == "object" + assert "query" not in schema["properties"] + assert "input_text" in schema["properties"] + assert "input_text" in schema["required"] + + def test_prepare_tool_arguments_chat_mode(self): + """Test preparing tool arguments for chat mode""" + app = Mock(spec=App) + app.mode = AppMode.CHAT.value + + arguments = {"query": "test question", "name": "John"} + + result = prepare_tool_arguments(app, arguments) + + assert result["query"] == "test question" + assert result["inputs"]["name"] == "John" + # Original arguments should not be modified + assert arguments["query"] == "test question" + + def test_prepare_tool_arguments_workflow_mode(self): + """Test preparing tool arguments for workflow mode""" + app = Mock(spec=App) + app.mode = AppMode.WORKFLOW.value + + arguments = {"input_text": "test input"} + + result = prepare_tool_arguments(app, arguments) + + assert "inputs" in result + assert result["inputs"]["input_text"] == "test input" + + def test_prepare_tool_arguments_completion_mode(self): + """Test preparing tool arguments for completion mode""" + app = Mock(spec=App) + app.mode = AppMode.COMPLETION.value + + arguments = {"name": "John"} + + result = prepare_tool_arguments(app, arguments) + + assert result["query"] == "" + assert result["inputs"]["name"] == "John" + + def test_extract_answer_from_mapping_response_chat(self): + """Test extracting answer from mapping response for chat mode""" + app = Mock(spec=App) + app.mode = AppMode.CHAT.value + + response = {"answer": "test answer", "other": "data"} + + result = extract_answer_from_response(app, response) + + assert result == "test answer" + + def test_extract_answer_from_mapping_response_workflow(self): + """Test extracting answer from mapping response for workflow mode""" + app = Mock(spec=App) + app.mode = AppMode.WORKFLOW.value + + response = {"data": {"outputs": {"result": "test result"}}} + + result = extract_answer_from_response(app, response) + + expected = json.dumps({"result": "test result"}, ensure_ascii=False) + assert result == expected + + def test_extract_answer_from_streaming_response(self): + """Test extracting answer from streaming response""" + app = Mock(spec=App) + + # Mock RateLimitGenerator + mock_generator = Mock(spec=RateLimitGenerator) + mock_generator.generator = [ + 'data: {"event": "agent_thought", "thought": "thinking..."}', + 'data: {"event": "agent_thought", "thought": "more thinking"}', + 'data: {"event": "other", "content": "ignore this"}', + "not data format", + ] + + result = extract_answer_from_response(app, mock_generator) + + assert result == "thinking...more thinking" + + def test_process_mapping_response_invalid_mode(self): + """Test processing mapping response with invalid app mode""" + app = Mock(spec=App) + app.mode = "invalid_mode" + + response = {"answer": "test"} + + with pytest.raises(ValueError, match="Invalid app mode"): + process_mapping_response(app, response) + + def test_convert_input_form_to_parameters(self): + """Test converting input form to parameters""" + user_input_form = [ + VariableEntity( + type=VariableEntityType.TEXT_INPUT, + variable="name", + description="User name", + label="Name", + required=True, + ), + VariableEntity( + type=VariableEntityType.SELECT, + variable="category", + description="Category", + label="Category", + required=False, + options=["A", "B", "C"], + ), + VariableEntity( + type=VariableEntityType.NUMBER, + variable="count", + description="Count", + label="Count", + required=True, + ), + VariableEntity( + type=VariableEntityType.FILE, + variable="upload", + description="File upload", + label="Upload", + required=False, + ), + ] + + parameters_dict: dict[str, str] = { + "name": "Enter your name", + "category": "Select category", + "count": "Enter count", + } + + parameters, required = convert_input_form_to_parameters(user_input_form, parameters_dict) + + # Check parameters + assert "name" in parameters + assert parameters["name"]["type"] == "string" + assert parameters["name"]["description"] == "Enter your name" + + assert "category" in parameters + assert parameters["category"]["type"] == "string" + assert parameters["category"]["enum"] == ["A", "B", "C"] + + assert "count" in parameters + assert parameters["count"]["type"] == "float" + + # FILE type should be skipped - it creates empty dict but gets filtered later + # Check that it doesn't have any meaningful content + if "upload" in parameters: + assert parameters["upload"] == {} + + # Check required fields + assert "name" in required + assert "count" in required + assert "category" not in required + + # Note: _get_request_id function has been removed as request_id is now passed as parameter diff --git a/api/tests/unit_tests/core/plugin/__init__.py b/api/tests/unit_tests/core/plugin/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/api/tests/unit_tests/core/plugin/utils/__init__.py b/api/tests/unit_tests/core/plugin/utils/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/api/tests/unit_tests/core/plugin/utils/test_chunk_merger.py b/api/tests/unit_tests/core/plugin/utils/test_chunk_merger.py new file mode 100644 index 0000000000..e0eace0f2d --- /dev/null +++ b/api/tests/unit_tests/core/plugin/utils/test_chunk_merger.py @@ -0,0 +1,460 @@ +from collections.abc import Generator + +import pytest + +from core.agent.entities import AgentInvokeMessage +from core.plugin.utils.chunk_merger import FileChunk, merge_blob_chunks +from core.tools.entities.tool_entities import ToolInvokeMessage + + +class TestChunkMerger: + def test_file_chunk_initialization(self): + """Test FileChunk initialization.""" + chunk = FileChunk(1024) + assert chunk.bytes_written == 0 + assert chunk.total_length == 1024 + assert len(chunk.data) == 1024 + + def test_merge_blob_chunks_with_single_complete_chunk(self): + """Test merging a single complete blob chunk.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # First chunk (partial) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=10, blob=b"Hello", end=False + ), + ) + # Second chunk (final) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=1, total_length=10, blob=b"World", end=True + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].type == ToolInvokeMessage.MessageType.BLOB + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + # The buffer should contain the complete data + assert result[0].message.blob[:10] == b"HelloWorld" + + def test_merge_blob_chunks_with_multiple_files(self): + """Test merging chunks from multiple files.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # File 1, chunk 1 + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=4, blob=b"AB", end=False + ), + ) + # File 2, chunk 1 + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file2", sequence=0, total_length=4, blob=b"12", end=False + ), + ) + # File 1, chunk 2 (final) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=1, total_length=4, blob=b"CD", end=True + ), + ) + # File 2, chunk 2 (final) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file2", sequence=1, total_length=4, blob=b"34", end=True + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 2 + # Check that both files are properly merged + assert all(r.type == ToolInvokeMessage.MessageType.BLOB for r in result) + + def test_merge_blob_chunks_passes_through_non_blob_messages(self): + """Test that non-blob messages pass through unchanged.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Text message + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.TEXT, + message=ToolInvokeMessage.TextMessage(text="Hello"), + ) + # Blob chunk + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=5, blob=b"Test", end=True + ), + ) + # Another text message + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.TEXT, + message=ToolInvokeMessage.TextMessage(text="World"), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 3 + assert result[0].type == ToolInvokeMessage.MessageType.TEXT + assert isinstance(result[0].message, ToolInvokeMessage.TextMessage) + assert result[0].message.text == "Hello" + assert result[1].type == ToolInvokeMessage.MessageType.BLOB + assert result[2].type == ToolInvokeMessage.MessageType.TEXT + assert isinstance(result[2].message, ToolInvokeMessage.TextMessage) + assert result[2].message.text == "World" + + def test_merge_blob_chunks_file_too_large(self): + """Test that error is raised when file exceeds max size.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Send a chunk that would exceed the limit + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=100, blob=b"x" * 1024, end=False + ), + ) + + with pytest.raises(ValueError) as exc_info: + list(merge_blob_chunks(mock_generator(), max_file_size=1000)) + assert "File is too large" in str(exc_info.value) + + def test_merge_blob_chunks_chunk_too_large(self): + """Test that error is raised when chunk exceeds max chunk size.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Send a chunk that exceeds the max chunk size + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=10000, blob=b"x" * 9000, end=False + ), + ) + + with pytest.raises(ValueError) as exc_info: + list(merge_blob_chunks(mock_generator(), max_chunk_size=8192)) + assert "File chunk is too large" in str(exc_info.value) + + def test_merge_blob_chunks_with_agent_invoke_message(self): + """Test that merge_blob_chunks works with AgentInvokeMessage.""" + + def mock_generator() -> Generator[AgentInvokeMessage, None, None]: + # First chunk + yield AgentInvokeMessage( + type=AgentInvokeMessage.MessageType.BLOB_CHUNK, + message=AgentInvokeMessage.BlobChunkMessage( + id="agent_file", sequence=0, total_length=8, blob=b"Agent", end=False + ), + ) + # Final chunk + yield AgentInvokeMessage( + type=AgentInvokeMessage.MessageType.BLOB_CHUNK, + message=AgentInvokeMessage.BlobChunkMessage( + id="agent_file", sequence=1, total_length=8, blob=b"Data", end=True + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert isinstance(result[0], AgentInvokeMessage) + assert result[0].type == AgentInvokeMessage.MessageType.BLOB + + def test_merge_blob_chunks_preserves_meta(self): + """Test that meta information is preserved in merged messages.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=4, blob=b"Test", end=True + ), + meta={"key": "value"}, + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].meta == {"key": "value"} + + def test_merge_blob_chunks_custom_limits(self): + """Test merge_blob_chunks with custom size limits.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # This should work with custom limits + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=500, blob=b"x" * 400, end=False + ), + ) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=1, total_length=500, blob=b"y" * 100, end=True + ), + ) + + # Should work with custom limits + result = list(merge_blob_chunks(mock_generator(), max_file_size=1000, max_chunk_size=500)) + assert len(result) == 1 + + # Should fail with smaller file size limit + def mock_generator2() -> Generator[ToolInvokeMessage, None, None]: + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=500, blob=b"x" * 400, end=False + ), + ) + + with pytest.raises(ValueError): + list(merge_blob_chunks(mock_generator2(), max_file_size=300)) + + def test_merge_blob_chunks_data_integrity(self): + """Test that merged chunks exactly match the original data.""" + # Create original data + original_data = b"This is a test message that will be split into chunks for testing purposes." + chunk_size = 20 + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Split original data into chunks + chunks = [] + for i in range(0, len(original_data), chunk_size): + chunk_data = original_data[i : i + chunk_size] + is_last = (i + chunk_size) >= len(original_data) + chunks.append((i // chunk_size, chunk_data, is_last)) + + # Yield chunks + for sequence, data, is_end in chunks: + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="test_file", + sequence=sequence, + total_length=len(original_data), + blob=data, + end=is_end, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].type == ToolInvokeMessage.MessageType.BLOB + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + # Verify the merged data exactly matches the original + assert result[0].message.blob == original_data + + def test_merge_blob_chunks_empty_chunk(self): + """Test handling of empty chunks.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # First chunk with data + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=0, total_length=10, blob=b"Hello", end=False + ), + ) + # Empty chunk in the middle + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=1, total_length=10, blob=b"", end=False + ), + ) + # Final chunk with data + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="file1", sequence=2, total_length=10, blob=b"World", end=True + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].type == ToolInvokeMessage.MessageType.BLOB + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + # The final blob should contain "Hello" followed by "World" + assert result[0].message.blob[:10] == b"HelloWorld" + + def test_merge_blob_chunks_single_chunk_file(self): + """Test file that arrives as a single complete chunk.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Single chunk that is both first and last + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="single_chunk_file", + sequence=0, + total_length=11, + blob=b"Single Data", + end=True, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert result[0].type == ToolInvokeMessage.MessageType.BLOB + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + assert result[0].message.blob == b"Single Data" + + def test_merge_blob_chunks_concurrent_files(self): + """Test that chunks from different files are properly separated.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Interleave chunks from three different files + files_data = { + "file1": b"First file content", + "file2": b"Second file data", + "file3": b"Third file", + } + + # First chunk from each file + for file_id, data in files_data.items(): + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id=file_id, + sequence=0, + total_length=len(data), + blob=data[:6], + end=False, + ), + ) + + # Second chunk from each file (final) + for file_id, data in files_data.items(): + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id=file_id, + sequence=1, + total_length=len(data), + blob=data[6:], + end=True, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 3 + + # Extract the blob data from results + blobs = set() + for r in result: + assert isinstance(r.message, ToolInvokeMessage.BlobMessage) + blobs.add(r.message.blob) + expected = {b"First file content", b"Second file data", b"Third file"} + assert blobs == expected + + def test_merge_blob_chunks_exact_buffer_size(self): + """Test that data fitting exactly in buffer works correctly.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Create data that exactly fills the declared buffer + exact_data = b"X" * 100 + + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="exact_file", + sequence=0, + total_length=100, + blob=exact_data[:50], + end=False, + ), + ) + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="exact_file", + sequence=1, + total_length=100, + blob=exact_data[50:], + end=True, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + assert len(result[0].message.blob) == 100 + assert result[0].message.blob == b"X" * 100 + + def test_merge_blob_chunks_large_file_simulation(self): + """Test handling of a large file split into many chunks.""" + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Simulate a 1MB file split into 128 chunks of 8KB each + chunk_size = 8192 + num_chunks = 128 + total_size = chunk_size * num_chunks + + for i in range(num_chunks): + # Create unique data for each chunk to verify ordering + chunk_data = bytes([i % 256]) * chunk_size + is_last = i == num_chunks - 1 + + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="large_file", + sequence=i, + total_length=total_size, + blob=chunk_data, + end=is_last, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + assert len(result[0].message.blob) == 1024 * 1024 + + # Verify the data pattern is correct + merged_data = result[0].message.blob + chunk_size = 8192 + num_chunks = 128 + for i in range(num_chunks): + chunk_start = i * chunk_size + chunk_end = chunk_start + chunk_size + expected_byte = i % 256 + chunk = merged_data[chunk_start:chunk_end] + assert all(b == expected_byte for b in chunk), f"Chunk {i} has incorrect data" + + def test_merge_blob_chunks_sequential_order_required(self): + """ + Test note: The current implementation assumes chunks arrive in sequential order. + Out-of-order chunks would need additional logic to handle properly. + This test documents the expected behavior with sequential chunks. + """ + + def mock_generator() -> Generator[ToolInvokeMessage, None, None]: + # Chunks arriving in correct sequential order + data_parts = [b"First", b"Second", b"Third"] + total_length = sum(len(part) for part in data_parts) + + for i, part in enumerate(data_parts): + is_last = i == len(data_parts) - 1 + yield ToolInvokeMessage( + type=ToolInvokeMessage.MessageType.BLOB_CHUNK, + message=ToolInvokeMessage.BlobChunkMessage( + id="ordered_file", + sequence=i, + total_length=total_length, + blob=part, + end=is_last, + ), + ) + + result = list(merge_blob_chunks(mock_generator())) + assert len(result) == 1 + assert isinstance(result[0].message, ToolInvokeMessage.BlobMessage) + assert result[0].message.blob == b"FirstSecondThird" diff --git a/api/tests/unit_tests/core/tools/utils/test_web_reader_tool.py b/api/tests/unit_tests/core/tools/utils/test_web_reader_tool.py index 20f753786d..57ddacd13d 100644 --- a/api/tests/unit_tests/core/tools/utils/test_web_reader_tool.py +++ b/api/tests/unit_tests/core/tools/utils/test_web_reader_tool.py @@ -39,7 +39,7 @@ def test_page_result(text, cursor, maxlen, expected): # Tests: get_url # --------------------------- @pytest.fixture -def stub_support_types(monkeypatch): +def stub_support_types(monkeypatch: pytest.MonkeyPatch): """Stub supported content types list.""" import core.tools.utils.web_reader_tool as mod @@ -48,7 +48,7 @@ def stub_support_types(monkeypatch): return mod -def test_get_url_unsupported_content_type(monkeypatch, stub_support_types): +def test_get_url_unsupported_content_type(monkeypatch: pytest.MonkeyPatch, stub_support_types): # HEAD 200 but content-type not supported and not text/html def fake_head(url, headers=None, follow_redirects=True, timeout=None): return FakeResponse( @@ -62,7 +62,7 @@ def test_get_url_unsupported_content_type(monkeypatch, stub_support_types): assert result == "Unsupported content-type [image/png] of URL." -def test_get_url_supported_binary_type_uses_extract_processor(monkeypatch, stub_support_types): +def test_get_url_supported_binary_type_uses_extract_processor(monkeypatch: pytest.MonkeyPatch, stub_support_types): """ When content-type is in SUPPORT_URL_CONTENT_TYPES, should call ExtractProcessor.load_from_url and return its text. @@ -88,7 +88,7 @@ def test_get_url_supported_binary_type_uses_extract_processor(monkeypatch, stub_ assert result == "PDF extracted text" -def test_get_url_html_flow_with_chardet_and_readability(monkeypatch, stub_support_types): +def test_get_url_html_flow_with_chardet_and_readability(monkeypatch: pytest.MonkeyPatch, stub_support_types): """200 + text/html → GET, chardet detects encoding, readability returns article which is templated.""" def fake_head(url, headers=None, follow_redirects=True, timeout=None): @@ -121,7 +121,7 @@ def test_get_url_html_flow_with_chardet_and_readability(monkeypatch, stub_suppor assert "Hello world" in out -def test_get_url_html_flow_empty_article_text_returns_empty(monkeypatch, stub_support_types): +def test_get_url_html_flow_empty_article_text_returns_empty(monkeypatch: pytest.MonkeyPatch, stub_support_types): """If readability returns no text, should return empty string.""" def fake_head(url, headers=None, follow_redirects=True, timeout=None): @@ -142,7 +142,7 @@ def test_get_url_html_flow_empty_article_text_returns_empty(monkeypatch, stub_su assert out == "" -def test_get_url_403_cloudscraper_fallback(monkeypatch, stub_support_types): +def test_get_url_403_cloudscraper_fallback(monkeypatch: pytest.MonkeyPatch, stub_support_types): """HEAD 403 → use cloudscraper.get via ssrf_proxy.make_request, then proceed.""" def fake_head(url, headers=None, follow_redirects=True, timeout=None): @@ -175,7 +175,7 @@ def test_get_url_403_cloudscraper_fallback(monkeypatch, stub_support_types): assert "X" in out -def test_get_url_head_non_200_returns_status(monkeypatch, stub_support_types): +def test_get_url_head_non_200_returns_status(monkeypatch: pytest.MonkeyPatch, stub_support_types): """HEAD returns non-200 and non-403 → should directly return code message.""" def fake_head(url, headers=None, follow_redirects=True, timeout=None): @@ -189,7 +189,7 @@ def test_get_url_head_non_200_returns_status(monkeypatch, stub_support_types): assert out == "URL returned status code 500." -def test_get_url_content_disposition_filename_detection(monkeypatch, stub_support_types): +def test_get_url_content_disposition_filename_detection(monkeypatch: pytest.MonkeyPatch, stub_support_types): """ If HEAD 200 with no Content-Type but Content-Disposition filename suggests a supported type, it should route to ExtractProcessor.load_from_url. @@ -213,7 +213,7 @@ def test_get_url_content_disposition_filename_detection(monkeypatch, stub_suppor assert out == "From ExtractProcessor via filename" -def test_get_url_html_encoding_fallback_when_decode_fails(monkeypatch, stub_support_types): +def test_get_url_html_encoding_fallback_when_decode_fails(monkeypatch: pytest.MonkeyPatch, stub_support_types): """ If chardet returns an encoding but content.decode raises, should fallback to response.text. """ @@ -250,7 +250,7 @@ def test_get_url_html_encoding_fallback_when_decode_fails(monkeypatch, stub_supp # --------------------------- -def test_extract_using_readabilipy_field_mapping_and_defaults(monkeypatch): +def test_extract_using_readabilipy_field_mapping_and_defaults(monkeypatch: pytest.MonkeyPatch): # stub readabilipy.simple_json_from_html_string def fake_simple_json_from_html_string(html, use_readability=True): return { @@ -271,7 +271,7 @@ def test_extract_using_readabilipy_field_mapping_and_defaults(monkeypatch): assert article.text[0]["text"] == "world" -def test_extract_using_readabilipy_defaults_when_missing(monkeypatch): +def test_extract_using_readabilipy_defaults_when_missing(monkeypatch: pytest.MonkeyPatch): def fake_simple_json_from_html_string(html, use_readability=True): return {} # all missing diff --git a/api/tests/unit_tests/core/tools/workflow_as_tool/test_tool.py b/api/tests/unit_tests/core/tools/workflow_as_tool/test_tool.py index fa6fc3ba32..5348f729f9 100644 --- a/api/tests/unit_tests/core/tools/workflow_as_tool/test_tool.py +++ b/api/tests/unit_tests/core/tools/workflow_as_tool/test_tool.py @@ -8,7 +8,7 @@ from core.tools.errors import ToolInvokeError from core.tools.workflow_as_tool.tool import WorkflowTool -def test_workflow_tool_should_raise_tool_invoke_error_when_result_has_error_field(monkeypatch): +def test_workflow_tool_should_raise_tool_invoke_error_when_result_has_error_field(monkeypatch: pytest.MonkeyPatch): """Ensure that WorkflowTool will throw a `ToolInvokeError` exception when `WorkflowAppGenerator.generate` returns a result with `error` key inside the `data` element. @@ -40,7 +40,7 @@ def test_workflow_tool_should_raise_tool_invoke_error_when_result_has_error_fiel "core.app.apps.workflow.app_generator.WorkflowAppGenerator.generate", lambda *args, **kwargs: {"data": {"error": "oops"}}, ) - monkeypatch.setattr("flask_login.current_user", lambda *args, **kwargs: None) + monkeypatch.setattr("libs.login.current_user", lambda *args, **kwargs: None) with pytest.raises(ToolInvokeError) as exc_info: # WorkflowTool always returns a generator, so we need to iterate to diff --git a/api/tests/unit_tests/core/variables/test_segment_type.py b/api/tests/unit_tests/core/variables/test_segment_type.py index b33a83ba77..a197b617f3 100644 --- a/api/tests/unit_tests/core/variables/test_segment_type.py +++ b/api/tests/unit_tests/core/variables/test_segment_type.py @@ -23,6 +23,7 @@ class TestSegmentTypeIsArrayType: SegmentType.ARRAY_NUMBER, SegmentType.ARRAY_OBJECT, SegmentType.ARRAY_FILE, + SegmentType.ARRAY_BOOLEAN, ] expected_non_array_types = [ SegmentType.INTEGER, @@ -34,6 +35,7 @@ class TestSegmentTypeIsArrayType: SegmentType.FILE, SegmentType.NONE, SegmentType.GROUP, + SegmentType.BOOLEAN, ] for seg_type in expected_array_types: 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 new file mode 100644 index 0000000000..e0541280d3 --- /dev/null +++ b/api/tests/unit_tests/core/variables/test_segment_type_validation.py @@ -0,0 +1,729 @@ +""" +Comprehensive unit tests for SegmentType.is_valid and SegmentType._validate_array methods. + +This module provides thorough testing of the validation logic for all SegmentType values, +including edge cases, error conditions, and different ArrayValidation strategies. +""" + +from dataclasses import dataclass +from typing import Any + +import pytest + +from core.file.enums import FileTransferMethod, FileType +from core.file.models import File +from core.variables.types import ArrayValidation, SegmentType + + +def create_test_file( + file_type: FileType = FileType.DOCUMENT, + transfer_method: FileTransferMethod = FileTransferMethod.LOCAL_FILE, + filename: str = "test.txt", + extension: str = ".txt", + mime_type: str = "text/plain", + size: int = 1024, +) -> File: + """Factory function to create File objects for testing.""" + return File( + tenant_id="test-tenant", + type=file_type, + transfer_method=transfer_method, + filename=filename, + extension=extension, + mime_type=mime_type, + size=size, + related_id="test-file-id" if transfer_method != FileTransferMethod.REMOTE_URL else None, + remote_url="https://example.com/file.txt" if transfer_method == FileTransferMethod.REMOTE_URL else None, + storage_key="test-storage-key", + ) + + +@dataclass +class ValidationTestCase: + """Test case data structure for validation tests.""" + + segment_type: SegmentType + value: Any + expected: bool + description: str + + def get_id(self): + return self.description + + +@dataclass +class ArrayValidationTestCase: + """Test case data structure for array validation tests.""" + + segment_type: SegmentType + value: Any + array_validation: ArrayValidation + expected: bool + description: str + + def get_id(self): + return self.description + + +# Test data construction functions +def get_boolean_cases() -> list[ValidationTestCase]: + return [ + # valid values + ValidationTestCase(SegmentType.BOOLEAN, True, True, "True boolean"), + ValidationTestCase(SegmentType.BOOLEAN, False, True, "False boolean"), + # Invalid values + ValidationTestCase(SegmentType.BOOLEAN, 1, False, "Integer 1 (not boolean)"), + ValidationTestCase(SegmentType.BOOLEAN, 0, False, "Integer 0 (not boolean)"), + ValidationTestCase(SegmentType.BOOLEAN, "true", False, "String 'true'"), + ValidationTestCase(SegmentType.BOOLEAN, "false", False, "String 'false'"), + ValidationTestCase(SegmentType.BOOLEAN, None, False, "None value"), + ValidationTestCase(SegmentType.BOOLEAN, [], False, "Empty list"), + ValidationTestCase(SegmentType.BOOLEAN, {}, False, "Empty dict"), + ] + + +def get_number_cases() -> list[ValidationTestCase]: + """Get test cases for valid number values.""" + return [ + # valid values + ValidationTestCase(SegmentType.NUMBER, 42, True, "Positive integer"), + ValidationTestCase(SegmentType.NUMBER, -42, True, "Negative integer"), + ValidationTestCase(SegmentType.NUMBER, 0, True, "Zero integer"), + ValidationTestCase(SegmentType.NUMBER, 3.14, True, "Positive float"), + ValidationTestCase(SegmentType.NUMBER, -3.14, True, "Negative float"), + ValidationTestCase(SegmentType.NUMBER, 0.0, True, "Zero float"), + ValidationTestCase(SegmentType.NUMBER, float("inf"), True, "Positive infinity"), + ValidationTestCase(SegmentType.NUMBER, float("-inf"), True, "Negative infinity"), + ValidationTestCase(SegmentType.NUMBER, float("nan"), True, "float(NaN)"), + # invalid number values + ValidationTestCase(SegmentType.NUMBER, "42", False, "String number"), + ValidationTestCase(SegmentType.NUMBER, None, False, "None value"), + ValidationTestCase(SegmentType.NUMBER, [], False, "Empty list"), + ValidationTestCase(SegmentType.NUMBER, {}, False, "Empty dict"), + ValidationTestCase(SegmentType.NUMBER, "3.14", False, "String float"), + ] + + +def get_string_cases() -> list[ValidationTestCase]: + """Get test cases for valid string values.""" + return [ + # valid values + ValidationTestCase(SegmentType.STRING, "", True, "Empty string"), + ValidationTestCase(SegmentType.STRING, "hello", True, "Simple string"), + ValidationTestCase(SegmentType.STRING, "🚀", True, "Unicode emoji"), + ValidationTestCase(SegmentType.STRING, "line1\nline2", True, "Multiline string"), + # invalid values + ValidationTestCase(SegmentType.STRING, 123, False, "Integer"), + ValidationTestCase(SegmentType.STRING, 3.14, False, "Float"), + ValidationTestCase(SegmentType.STRING, True, False, "Boolean"), + ValidationTestCase(SegmentType.STRING, None, False, "None value"), + ValidationTestCase(SegmentType.STRING, [], False, "Empty list"), + ValidationTestCase(SegmentType.STRING, {}, False, "Empty dict"), + ] + + +def get_object_cases() -> list[ValidationTestCase]: + """Get test cases for valid object values.""" + return [ + # valid cases + ValidationTestCase(SegmentType.OBJECT, {}, True, "Empty dict"), + ValidationTestCase(SegmentType.OBJECT, {"key": "value"}, True, "Simple dict"), + ValidationTestCase(SegmentType.OBJECT, {"a": 1, "b": 2}, True, "Dict with numbers"), + ValidationTestCase(SegmentType.OBJECT, {"nested": {"key": "value"}}, True, "Nested dict"), + ValidationTestCase(SegmentType.OBJECT, {"list": [1, 2, 3]}, True, "Dict with list"), + ValidationTestCase(SegmentType.OBJECT, {"mixed": [1, "two", {"three": 3}]}, True, "Complex dict"), + # invalid cases + ValidationTestCase(SegmentType.OBJECT, "not a dict", False, "String"), + ValidationTestCase(SegmentType.OBJECT, 123, False, "Integer"), + ValidationTestCase(SegmentType.OBJECT, 3.14, False, "Float"), + ValidationTestCase(SegmentType.OBJECT, True, False, "Boolean"), + ValidationTestCase(SegmentType.OBJECT, None, False, "None value"), + ValidationTestCase(SegmentType.OBJECT, [], False, "Empty list"), + ValidationTestCase(SegmentType.OBJECT, [1, 2, 3], False, "List with values"), + ] + + +def get_secret_cases() -> list[ValidationTestCase]: + """Get test cases for valid secret values.""" + return [ + # valid cases + ValidationTestCase(SegmentType.SECRET, "", True, "Empty secret"), + ValidationTestCase(SegmentType.SECRET, "secret", True, "Simple secret"), + ValidationTestCase(SegmentType.SECRET, "api_key_123", True, "API key format"), + ValidationTestCase(SegmentType.SECRET, "very_long_secret_key_with_special_chars!@#", True, "Complex secret"), + # invalid cases + ValidationTestCase(SegmentType.SECRET, 123, False, "Integer"), + ValidationTestCase(SegmentType.SECRET, 3.14, False, "Float"), + ValidationTestCase(SegmentType.SECRET, True, False, "Boolean"), + ValidationTestCase(SegmentType.SECRET, None, False, "None value"), + ValidationTestCase(SegmentType.SECRET, [], False, "Empty list"), + ValidationTestCase(SegmentType.SECRET, {}, False, "Empty dict"), + ] + + +def get_file_cases() -> list[ValidationTestCase]: + """Get test cases for valid file values.""" + test_file = create_test_file() + image_file = create_test_file( + file_type=FileType.IMAGE, filename="image.jpg", extension=".jpg", mime_type="image/jpeg" + ) + remote_file = create_test_file( + transfer_method=FileTransferMethod.REMOTE_URL, filename="remote.pdf", extension=".pdf" + ) + + return [ + # valid cases + ValidationTestCase(SegmentType.FILE, test_file, True, "Document file"), + ValidationTestCase(SegmentType.FILE, image_file, True, "Image file"), + ValidationTestCase(SegmentType.FILE, remote_file, True, "Remote file"), + # invalid cases + ValidationTestCase(SegmentType.FILE, "not a file", False, "String"), + ValidationTestCase(SegmentType.FILE, 123, False, "Integer"), + ValidationTestCase(SegmentType.FILE, {"filename": "test.txt"}, False, "Dict resembling file"), + ValidationTestCase(SegmentType.FILE, None, False, "None value"), + ValidationTestCase(SegmentType.FILE, [], False, "Empty list"), + ValidationTestCase(SegmentType.FILE, True, False, "Boolean"), + ] + + +def get_none_cases() -> list[ValidationTestCase]: + """Get test cases for valid none values.""" + return [ + # valid cases + ValidationTestCase(SegmentType.NONE, None, True, "None value"), + # invalid cases + ValidationTestCase(SegmentType.NONE, "", False, "Empty string"), + ValidationTestCase(SegmentType.NONE, 0, False, "Zero integer"), + ValidationTestCase(SegmentType.NONE, 0.0, False, "Zero float"), + ValidationTestCase(SegmentType.NONE, False, False, "False boolean"), + ValidationTestCase(SegmentType.NONE, [], False, "Empty list"), + ValidationTestCase(SegmentType.NONE, {}, False, "Empty dict"), + ValidationTestCase(SegmentType.NONE, "null", False, "String 'null'"), + ] + + +def get_array_any_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_ANY validation.""" + return [ + ArrayValidationTestCase( + SegmentType.ARRAY_ANY, + [1, "string", 3.14, {"key": "value"}, True], + ArrayValidation.NONE, + True, + "Mixed types with NONE validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_ANY, + [1, "string", 3.14, {"key": "value"}, True], + ArrayValidation.FIRST, + True, + "Mixed types with FIRST validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_ANY, + [1, "string", 3.14, {"key": "value"}, True], + ArrayValidation.ALL, + True, + "Mixed types with ALL validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_ANY, [None, None, None], ArrayValidation.ALL, True, "All None values" + ), + ] + + +def get_array_string_validation_none_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_STRING validation with NONE strategy.""" + return [ + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + ["hello", "world"], + ArrayValidation.NONE, + True, + "Valid strings with NONE validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + [123, 456], + ArrayValidation.NONE, + True, + "Invalid elements with NONE validation", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + ["valid", 123, True], + ArrayValidation.NONE, + True, + "Mixed types with NONE validation", + ), + ] + + +def get_array_string_validation_first_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_STRING validation with FIRST strategy.""" + return [ + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, ["hello", "world"], ArrayValidation.FIRST, True, "All valid strings" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + ["hello", 123, True], + ArrayValidation.FIRST, + True, + "First valid, others invalid", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, + [123, "hello", "world"], + ArrayValidation.FIRST, + False, + "First invalid, others valid", + ), + ArrayValidationTestCase(SegmentType.ARRAY_STRING, [None, "hello"], ArrayValidation.FIRST, False, "First None"), + ] + + +def get_array_string_validation_all_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_STRING validation with ALL strategy.""" + return [ + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, ["hello", "world", "test"], ArrayValidation.ALL, True, "All valid strings" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, ["hello", 123, "world"], ArrayValidation.ALL, False, "One invalid element" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, [123, 456, 789], ArrayValidation.ALL, False, "All invalid elements" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_STRING, ["valid", None, "also_valid"], ArrayValidation.ALL, False, "Contains None" + ), + ] + + +def get_array_number_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_NUMBER validation with different strategies.""" + return [ + # NONE strategy + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [1, 2.5, 3], ArrayValidation.NONE, True, "Valid numbers with NONE" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, ["not", "numbers"], ArrayValidation.NONE, True, "Invalid elements with NONE" + ), + # FIRST strategy + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [42, "not a number"], ArrayValidation.FIRST, True, "First valid number" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, ["not a number", 42], ArrayValidation.FIRST, False, "First invalid" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [3.14, 2.71, 1.41], ArrayValidation.FIRST, True, "All valid floats" + ), + # ALL strategy + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [1, 2, 3, 4.5], ArrayValidation.ALL, True, "All valid numbers" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, [1, "invalid", 3], ArrayValidation.ALL, False, "One invalid element" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_NUMBER, + [float("inf"), float("-inf"), float("nan")], + ArrayValidation.ALL, + True, + "Special float values", + ), + ] + + +def get_array_object_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_OBJECT validation with different strategies.""" + return [ + # NONE strategy + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, [{}, {"key": "value"}], ArrayValidation.NONE, True, "Valid objects with NONE" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, ["not", "objects"], ArrayValidation.NONE, True, "Invalid elements with NONE" + ), + # FIRST strategy + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, + [{"valid": "object"}, "not an object"], + ArrayValidation.FIRST, + True, + "First valid object", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, + ["not an object", {"valid": "object"}], + ArrayValidation.FIRST, + False, + "First invalid", + ), + # ALL strategy + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, + [{}, {"a": 1}, {"nested": {"key": "value"}}], + ArrayValidation.ALL, + True, + "All valid objects", + ), + ArrayValidationTestCase( + SegmentType.ARRAY_OBJECT, + [{"valid": "object"}, "invalid", {"another": "object"}], + ArrayValidation.ALL, + False, + "One invalid element", + ), + ] + + +def get_array_file_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_FILE validation with different strategies.""" + file1 = create_test_file(filename="file1.txt") + file2 = create_test_file(filename="file2.txt") + + return [ + # NONE strategy + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, [file1, file2], ArrayValidation.NONE, True, "Valid files with NONE" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, ["not", "files"], ArrayValidation.NONE, True, "Invalid elements with NONE" + ), + # FIRST strategy + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, [file1, "not a file"], ArrayValidation.FIRST, True, "First valid file" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, ["not a file", file1], ArrayValidation.FIRST, False, "First invalid" + ), + # ALL strategy + ArrayValidationTestCase(SegmentType.ARRAY_FILE, [file1, file2], ArrayValidation.ALL, True, "All valid files"), + ArrayValidationTestCase( + SegmentType.ARRAY_FILE, [file1, "invalid", file2], ArrayValidation.ALL, False, "One invalid element" + ), + ] + + +def get_array_boolean_validation_cases() -> list[ArrayValidationTestCase]: + """Get test cases for ARRAY_BOOLEAN validation with different strategies.""" + return [ + # NONE strategy + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [True, False, True], ArrayValidation.NONE, True, "Valid booleans with NONE" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [1, 0, "true"], ArrayValidation.NONE, True, "Invalid elements with NONE" + ), + # FIRST strategy + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [True, 1, 0], ArrayValidation.FIRST, True, "First valid boolean" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [1, True, False], ArrayValidation.FIRST, False, "First invalid (integer 1)" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [0, True, False], ArrayValidation.FIRST, False, "First invalid (integer 0)" + ), + # ALL strategy + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [True, False, True, False], ArrayValidation.ALL, True, "All valid booleans" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, [True, 1, False], ArrayValidation.ALL, False, "One invalid element (integer)" + ), + ArrayValidationTestCase( + SegmentType.ARRAY_BOOLEAN, + [True, "false", False], + ArrayValidation.ALL, + False, + "One invalid element (string)", + ), + ] + + +class TestSegmentTypeIsValid: + """Test suite for SegmentType.is_valid method covering all non-array types.""" + + @pytest.mark.parametrize("case", get_boolean_cases(), ids=lambda case: case.description) + def test_boolean_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_number_cases(), ids=lambda case: case.description) + def test_number_validation(self, case: ValidationTestCase): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_string_cases(), ids=lambda case: case.description) + def test_string_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_object_cases(), ids=lambda case: case.description) + def test_object_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_secret_cases(), ids=lambda case: case.description) + def test_secret_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_file_cases(), ids=lambda case: case.description) + def test_file_validation(self, case): + assert case.segment_type.is_valid(case.value) == case.expected + + @pytest.mark.parametrize("case", get_none_cases(), ids=lambda case: case.description) + 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") + + +class TestSegmentTypeArrayValidation: + """Test suite for SegmentType._validate_array method and array type validation.""" + + def test_array_validation_non_list_values(self): + """Test that non-list values return False for all array types.""" + array_types = [ + SegmentType.ARRAY_ANY, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_FILE, + SegmentType.ARRAY_BOOLEAN, + ] + + non_list_values = [ + "not a list", + 123, + 3.14, + True, + None, + {"key": "value"}, + create_test_file(), + ] + + for array_type in array_types: + for value in non_list_values: + assert array_type.is_valid(value) is False, f"{array_type} should reject {type(value).__name__}" + + def test_empty_array_validation(self): + """Test that empty arrays are valid for all array types regardless of validation strategy.""" + array_types = [ + SegmentType.ARRAY_ANY, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_FILE, + SegmentType.ARRAY_BOOLEAN, + ] + + validation_strategies = [ArrayValidation.NONE, ArrayValidation.FIRST, ArrayValidation.ALL] + + for array_type in array_types: + for strategy in validation_strategies: + assert array_type.is_valid([], strategy) is True, ( + f"{array_type} should accept empty array with {strategy}" + ) + + @pytest.mark.parametrize("case", get_array_any_validation_cases(), ids=lambda case: case.description) + def test_array_any_validation(self, case): + """Test ARRAY_ANY validation accepts any list regardless of content.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_string_validation_none_cases(), ids=lambda case: case.description) + def test_array_string_validation_with_none_strategy(self, case): + """Test ARRAY_STRING validation with NONE strategy (no element validation).""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_string_validation_first_cases(), ids=lambda case: case.description) + def test_array_string_validation_with_first_strategy(self, case): + """Test ARRAY_STRING validation with FIRST strategy (validate first element only).""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_string_validation_all_cases(), ids=lambda case: case.description) + def test_array_string_validation_with_all_strategy(self, case): + """Test ARRAY_STRING validation with ALL strategy (validate all elements).""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_number_validation_cases(), ids=lambda case: case.description) + def test_array_number_validation_with_different_strategies(self, case): + """Test ARRAY_NUMBER validation with different validation strategies.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_object_validation_cases(), ids=lambda case: case.description) + def test_array_object_validation_with_different_strategies(self, case): + """Test ARRAY_OBJECT validation with different validation strategies.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_file_validation_cases(), ids=lambda case: case.description) + def test_array_file_validation_with_different_strategies(self, case): + """Test ARRAY_FILE validation with different validation strategies.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + @pytest.mark.parametrize("case", get_array_boolean_validation_cases(), ids=lambda case: case.description) + def test_array_boolean_validation_with_different_strategies(self, case): + """Test ARRAY_BOOLEAN validation with different validation strategies.""" + assert case.segment_type.is_valid(case.value, case.array_validation) == case.expected + + def test_default_array_validation_strategy(self): + """Test that default array validation strategy is FIRST.""" + # When no array_validation parameter is provided, it should default to FIRST + assert SegmentType.ARRAY_STRING.is_valid(["valid", 123]) is False # First element valid + assert SegmentType.ARRAY_STRING.is_valid([123, "valid"]) is False # First element invalid + + assert SegmentType.ARRAY_NUMBER.is_valid([42, "invalid"]) is False # First element valid + assert SegmentType.ARRAY_NUMBER.is_valid(["invalid", 42]) is False # First element invalid + + def test_array_validation_edge_cases(self): + """Test edge cases for array validation.""" + # Test with nested arrays (should be invalid for specific array types) + nested_array = [["nested", "array"], ["another", "nested"]] + + assert SegmentType.ARRAY_STRING.is_valid(nested_array, ArrayValidation.FIRST) is False + assert SegmentType.ARRAY_STRING.is_valid(nested_array, ArrayValidation.ALL) is False + assert SegmentType.ARRAY_ANY.is_valid(nested_array, ArrayValidation.ALL) is True + + # Test with very large arrays (performance consideration) + large_valid_array = ["string"] * 1000 + large_mixed_array = ["string"] * 999 + [123] # Last element invalid + + assert SegmentType.ARRAY_STRING.is_valid(large_valid_array, ArrayValidation.ALL) is True + assert SegmentType.ARRAY_STRING.is_valid(large_mixed_array, ArrayValidation.ALL) is False + assert SegmentType.ARRAY_STRING.is_valid(large_mixed_array, ArrayValidation.FIRST) is True + + +class TestSegmentTypeValidationIntegration: + """Integration tests for SegmentType validation covering interactions between methods.""" + + def test_non_array_types_ignore_array_validation_parameter(self): + """Test that non-array types ignore the array_validation parameter.""" + non_array_types = [ + SegmentType.STRING, + SegmentType.NUMBER, + SegmentType.BOOLEAN, + SegmentType.OBJECT, + SegmentType.SECRET, + SegmentType.FILE, + SegmentType.NONE, + ] + + for segment_type in non_array_types: + # Create appropriate valid value for each type + valid_value: Any + if segment_type == SegmentType.STRING: + valid_value = "test" + elif segment_type == SegmentType.NUMBER: + valid_value = 42 + elif segment_type == SegmentType.BOOLEAN: + valid_value = True + elif segment_type == SegmentType.OBJECT: + valid_value = {"key": "value"} + elif segment_type == SegmentType.SECRET: + valid_value = "secret" + elif segment_type == SegmentType.FILE: + valid_value = create_test_file() + elif segment_type == SegmentType.NONE: + valid_value = None + else: + continue # Skip unsupported types + + # All array validation strategies should give the same result + result_none = segment_type.is_valid(valid_value, ArrayValidation.NONE) + result_first = segment_type.is_valid(valid_value, ArrayValidation.FIRST) + result_all = segment_type.is_valid(valid_value, ArrayValidation.ALL) + + assert result_none == result_first == result_all == True, ( + f"{segment_type} should ignore array_validation parameter" + ) + + def test_comprehensive_type_coverage(self): + """Test that all SegmentType enum values are covered in validation tests.""" + all_segment_types = set(SegmentType) + + # Types that should be handled by is_valid method + handled_types = { + # Non-array types + SegmentType.STRING, + SegmentType.NUMBER, + SegmentType.BOOLEAN, + SegmentType.OBJECT, + SegmentType.SECRET, + SegmentType.FILE, + SegmentType.NONE, + # Array types + SegmentType.ARRAY_ANY, + SegmentType.ARRAY_STRING, + SegmentType.ARRAY_NUMBER, + SegmentType.ARRAY_OBJECT, + SegmentType.ARRAY_FILE, + SegmentType.ARRAY_BOOLEAN, + } + + # 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 + } + + # Verify all types are accounted for + assert handled_types | unhandled_types == all_segment_types, "All SegmentType values should be categorized" + + # Test that handled types work correctly + for segment_type in handled_types: + if segment_type.is_array_type(): + # Test with empty array (should always be valid) + assert segment_type.is_valid([]) is True, f"{segment_type} should accept empty array" + else: + # Test with appropriate valid value + if segment_type == SegmentType.STRING: + assert segment_type.is_valid("test") is True + elif segment_type == SegmentType.NUMBER: + assert segment_type.is_valid(42) is True + elif segment_type == SegmentType.BOOLEAN: + assert segment_type.is_valid(True) is True + elif segment_type == SegmentType.OBJECT: + assert segment_type.is_valid({}) is True + elif segment_type == SegmentType.SECRET: + assert segment_type.is_valid("secret") is True + elif segment_type == SegmentType.FILE: + assert segment_type.is_valid(create_test_file()) is True + elif segment_type == SegmentType.NONE: + assert segment_type.is_valid(None) is True + + def test_boolean_vs_integer_type_distinction(self): + """Test the important distinction between boolean and integer types in validation.""" + # This tests the comment in the code about bool being a subclass of int + + # Boolean type should only accept actual booleans, not integers + assert SegmentType.BOOLEAN.is_valid(True) is True + assert SegmentType.BOOLEAN.is_valid(False) is True + assert SegmentType.BOOLEAN.is_valid(1) is False # Integer 1, not boolean + assert SegmentType.BOOLEAN.is_valid(0) is False # Integer 0, not boolean + + # Number type should accept both integers and floats, including booleans (since bool is subclass of int) + assert SegmentType.NUMBER.is_valid(42) is True + assert SegmentType.NUMBER.is_valid(3.14) is True + assert SegmentType.NUMBER.is_valid(True) is True # bool is subclass of int + assert SegmentType.NUMBER.is_valid(False) is True # bool is subclass of int + + def test_array_validation_recursive_behavior(self): + """Test that array validation correctly handles recursive validation calls.""" + # When validating array elements, _validate_array calls is_valid recursively + # with ArrayValidation.NONE to avoid infinite recursion + + # Test nested validation doesn't cause issues + nested_arrays = [["inner", "array"], ["another", "inner"]] + + # ARRAY_ANY should accept nested arrays + assert SegmentType.ARRAY_ANY.is_valid(nested_arrays, ArrayValidation.ALL) is True + + # ARRAY_STRING should reject nested arrays (first element is not a string) + assert SegmentType.ARRAY_STRING.is_valid(nested_arrays, ArrayValidation.FIRST) is False + assert SegmentType.ARRAY_STRING.is_valid(nested_arrays, ArrayValidation.ALL) is False diff --git a/api/tests/unit_tests/core/workflow/nodes/http_request/test_http_request_node.py b/api/tests/unit_tests/core/workflow/nodes/http_request/test_http_request_node.py index 71b3a8f7d8..2d8d433c46 100644 --- a/api/tests/unit_tests/core/workflow/nodes/http_request/test_http_request_node.py +++ b/api/tests/unit_tests/core/workflow/nodes/http_request/test_http_request_node.py @@ -1,4 +1,5 @@ import httpx +import pytest from core.app.entities.app_invoke_entities import InvokeFrom from core.file import File, FileTransferMethod, FileType @@ -20,7 +21,7 @@ from models.enums import UserFrom from models.workflow import WorkflowType -def test_http_request_node_binary_file(monkeypatch): +def test_http_request_node_binary_file(monkeypatch: pytest.MonkeyPatch): data = HttpRequestNodeData( title="test", method="post", @@ -110,7 +111,7 @@ def test_http_request_node_binary_file(monkeypatch): assert result.outputs["body"] == "test" -def test_http_request_node_form_with_file(monkeypatch): +def test_http_request_node_form_with_file(monkeypatch: pytest.MonkeyPatch): data = HttpRequestNodeData( title="test", method="post", @@ -211,7 +212,7 @@ def test_http_request_node_form_with_file(monkeypatch): assert result.outputs["body"] == "" -def test_http_request_node_form_with_multiple_files(monkeypatch): +def test_http_request_node_form_with_multiple_files(monkeypatch: pytest.MonkeyPatch): data = HttpRequestNodeData( title="test", method="post", diff --git a/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/__init__.py b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_entities.py b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_entities.py new file mode 100644 index 0000000000..b28d1d3d0a --- /dev/null +++ b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_entities.py @@ -0,0 +1,27 @@ +from core.variables.types import SegmentType +from core.workflow.nodes.parameter_extractor.entities import ParameterConfig + + +class TestParameterConfig: + def test_select_type(self): + data = { + "name": "yes_or_no", + "type": "select", + "options": ["yes", "no"], + "description": "a simple select made of `yes` and `no`", + "required": True, + } + + pc = ParameterConfig.model_validate(data) + assert pc.type == SegmentType.STRING + assert pc.options == data["options"] + + def test_validate_bool_type(self): + data = { + "name": "boolean", + "type": "bool", + "description": "a simple boolean parameter", + "required": True, + } + pc = ParameterConfig.model_validate(data) + assert pc.type == SegmentType.BOOLEAN diff --git a/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_parameter_extractor_node.py b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_parameter_extractor_node.py new file mode 100644 index 0000000000..b9947d4693 --- /dev/null +++ b/api/tests/unit_tests/core/workflow/nodes/parameter_extractor/test_parameter_extractor_node.py @@ -0,0 +1,567 @@ +""" +Test cases for ParameterExtractorNode._validate_result and _transform_result methods. +""" + +from dataclasses import dataclass +from typing import Any + +import pytest + +from core.model_runtime.entities import LLMMode +from core.variables.types import SegmentType +from core.workflow.nodes.llm import ModelConfig, VisionConfig +from core.workflow.nodes.parameter_extractor.entities import ParameterConfig, ParameterExtractorNodeData +from core.workflow.nodes.parameter_extractor.exc import ( + InvalidNumberOfParametersError, + InvalidSelectValueError, + InvalidValueTypeError, + RequiredParameterMissingError, +) +from core.workflow.nodes.parameter_extractor.parameter_extractor_node import ParameterExtractorNode +from factories.variable_factory import build_segment_with_type + + +@dataclass +class ValidTestCase: + """Test case data for valid scenarios.""" + + name: str + parameters: list[ParameterConfig] + result: dict[str, Any] + + def get_name(self) -> str: + return self.name + + +@dataclass +class ErrorTestCase: + """Test case data for error scenarios.""" + + name: str + parameters: list[ParameterConfig] + result: dict[str, Any] + expected_exception: type[Exception] + expected_message: str + + def get_name(self) -> str: + return self.name + + +@dataclass +class TransformTestCase: + """Test case data for transformation scenarios.""" + + name: str + parameters: list[ParameterConfig] + input_result: dict[str, Any] + expected_result: dict[str, Any] + + def get_name(self) -> str: + return self.name + + +class TestParameterExtractorNodeMethods: + """Test helper class that provides access to the methods under test.""" + + def validate_result(self, data: ParameterExtractorNodeData, result: dict[str, Any]) -> dict[str, Any]: + """Wrapper to call _validate_result method.""" + node = ParameterExtractorNode.__new__(ParameterExtractorNode) + return node._validate_result(data=data, result=result) + + def transform_result(self, data: ParameterExtractorNodeData, result: dict[str, Any]) -> dict[str, Any]: + """Wrapper to call _transform_result method.""" + node = ParameterExtractorNode.__new__(ParameterExtractorNode) + return node._transform_result(data=data, result=result) + + +class TestValidateResult: + """Test cases for _validate_result method.""" + + @staticmethod + def get_valid_test_cases() -> list[ValidTestCase]: + """Get test cases that should pass validation.""" + return [ + ValidTestCase( + name="single_string_parameter", + parameters=[ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True)], + result={"name": "John"}, + ), + ValidTestCase( + name="single_number_parameter_int", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + result={"age": 25}, + ), + ValidTestCase( + name="single_number_parameter_float", + parameters=[ParameterConfig(name="price", type=SegmentType.NUMBER, description="Price", required=True)], + result={"price": 19.99}, + ), + ValidTestCase( + name="single_bool_parameter_true", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + result={"active": True}, + ), + ValidTestCase( + name="single_bool_parameter_true", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + result={"active": True}, + ), + ValidTestCase( + name="single_bool_parameter_false", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + result={"active": False}, + ), + ValidTestCase( + name="select_parameter_valid_option", + parameters=[ + ParameterConfig( + name="status", + type="select", # pyright: ignore[reportArgumentType] + description="Status", + required=True, + options=["active", "inactive"], + ) + ], + result={"status": "active"}, + ), + ValidTestCase( + name="array_string_parameter", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + result={"tags": ["tag1", "tag2", "tag3"]}, + ), + ValidTestCase( + name="array_number_parameter", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + result={"scores": [85, 92.5, 78]}, + ), + ValidTestCase( + name="array_object_parameter", + parameters=[ + ParameterConfig(name="items", type=SegmentType.ARRAY_OBJECT, description="Items", required=True) + ], + result={"items": [{"name": "item1"}, {"name": "item2"}]}, + ), + ValidTestCase( + name="multiple_parameters", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True), + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True), + ], + result={"name": "John", "age": 25, "active": True}, + ), + ValidTestCase( + name="optional_parameter_present", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="nickname", type=SegmentType.STRING, description="Nickname", required=False), + ], + result={"name": "John", "nickname": "Johnny"}, + ), + ValidTestCase( + name="empty_array_parameter", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + result={"tags": []}, + ), + ] + + @staticmethod + def get_error_test_cases() -> list[ErrorTestCase]: + """Get test cases that should raise exceptions.""" + return [ + ErrorTestCase( + name="invalid_number_of_parameters_too_few", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True), + ], + result={"name": "John"}, + expected_exception=InvalidNumberOfParametersError, + expected_message="Invalid number of parameters", + ), + ErrorTestCase( + name="invalid_number_of_parameters_too_many", + parameters=[ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True)], + result={"name": "John", "age": 25}, + expected_exception=InvalidNumberOfParametersError, + expected_message="Invalid number of parameters", + ), + ErrorTestCase( + name="invalid_string_value_none", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ], + result={"name": None}, # Parameter present but None value, will trigger type check first + expected_exception=InvalidValueTypeError, + expected_message="Invalid value for parameter name, expected segment type: string, actual_type: none", + ), + ErrorTestCase( + name="invalid_select_value", + parameters=[ + ParameterConfig( + name="status", + type="select", # type: ignore + description="Status", + required=True, + options=["active", "inactive"], + ) + ], + result={"status": "pending"}, + expected_exception=InvalidSelectValueError, + expected_message="Invalid `select` value for parameter status", + ), + ErrorTestCase( + name="invalid_number_value_string", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + result={"age": "twenty-five"}, + expected_exception=InvalidValueTypeError, + expected_message="Invalid value for parameter age, expected segment type: number, actual_type: string", + ), + ErrorTestCase( + name="invalid_bool_value_string", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + result={"active": "yes"}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter active, expected segment type: boolean, actual_type: string" + ), + ), + ErrorTestCase( + name="invalid_string_value_number", + parameters=[ + ParameterConfig( + name="description", type=SegmentType.STRING, description="Description", required=True + ) + ], + result={"description": 123}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter description, expected segment type: string, actual_type: integer" + ), + ), + ErrorTestCase( + name="invalid_array_value_not_list", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + result={"tags": "tag1,tag2,tag3"}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter tags, expected segment type: array[string], actual_type: string" + ), + ), + ErrorTestCase( + name="invalid_array_number_wrong_element_type", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + result={"scores": [85, "ninety-two", 78]}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter scores, expected segment type: array[number], actual_type: array[any]" + ), + ), + ErrorTestCase( + name="invalid_array_string_wrong_element_type", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + result={"tags": ["tag1", 123, "tag3"]}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter tags, expected segment type: array[string], actual_type: array[any]" + ), + ), + ErrorTestCase( + name="invalid_array_object_wrong_element_type", + parameters=[ + ParameterConfig(name="items", type=SegmentType.ARRAY_OBJECT, description="Items", required=True) + ], + result={"items": [{"name": "item1"}, "item2"]}, + expected_exception=InvalidValueTypeError, + expected_message=( + "Invalid value for parameter items, expected segment type: array[object], actual_type: array[any]" + ), + ), + ErrorTestCase( + name="required_parameter_missing", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=False), + ], + result={"age": 25, "other": "value"}, # Missing required 'name' parameter, but has correct count + expected_exception=RequiredParameterMissingError, + expected_message="Parameter name is required", + ), + ] + + @pytest.mark.parametrize("test_case", get_valid_test_cases(), ids=ValidTestCase.get_name) + def test_validate_result_valid_cases(self, test_case): + """Test _validate_result with valid inputs.""" + helper = TestParameterExtractorNodeMethods() + + node_data = ParameterExtractorNodeData( + title="Test Node", + model=ModelConfig(provider="openai", name="gpt-3.5-turbo", mode=LLMMode.CHAT, completion_params={}), + query=["test_query"], + parameters=test_case.parameters, + reasoning_mode="function_call", + vision=VisionConfig(), + ) + + result = helper.validate_result(data=node_data, result=test_case.result) + assert result == test_case.result, f"Failed for case: {test_case.name}" + + @pytest.mark.parametrize("test_case", get_error_test_cases(), ids=ErrorTestCase.get_name) + def test_validate_result_error_cases(self, test_case): + """Test _validate_result with invalid inputs that should raise exceptions.""" + helper = TestParameterExtractorNodeMethods() + + node_data = ParameterExtractorNodeData( + title="Test Node", + model=ModelConfig(provider="openai", name="gpt-3.5-turbo", mode=LLMMode.CHAT, completion_params={}), + query=["test_query"], + parameters=test_case.parameters, + reasoning_mode="function_call", + vision=VisionConfig(), + ) + + with pytest.raises(test_case.expected_exception) as exc_info: + helper.validate_result(data=node_data, result=test_case.result) + + assert test_case.expected_message in str(exc_info.value), f"Failed for case: {test_case.name}" + + +class TestTransformResult: + """Test cases for _transform_result method.""" + + @staticmethod + def get_transform_test_cases() -> list[TransformTestCase]: + """Get test cases for result transformation.""" + return [ + # String parameter transformation + TransformTestCase( + name="string_parameter_present", + parameters=[ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True)], + input_result={"name": "John"}, + expected_result={"name": "John"}, + ), + TransformTestCase( + name="string_parameter_missing", + parameters=[ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True)], + input_result={}, + expected_result={"name": ""}, + ), + # Number parameter transformation + TransformTestCase( + name="number_parameter_int_present", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={"age": 25}, + expected_result={"age": 25}, + ), + TransformTestCase( + name="number_parameter_float_present", + parameters=[ParameterConfig(name="price", type=SegmentType.NUMBER, description="Price", required=True)], + input_result={"price": 19.99}, + expected_result={"price": 19.99}, + ), + TransformTestCase( + name="number_parameter_missing", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={}, + expected_result={"age": 0}, + ), + # Bool parameter transformation + TransformTestCase( + name="bool_parameter_missing", + parameters=[ + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True) + ], + input_result={}, + expected_result={"active": False}, + ), + # Select parameter transformation + TransformTestCase( + name="select_parameter_present", + parameters=[ + ParameterConfig( + name="status", + type="select", # type: ignore + description="Status", + required=True, + options=["active", "inactive"], + ) + ], + input_result={"status": "active"}, + expected_result={"status": "active"}, + ), + TransformTestCase( + name="select_parameter_missing", + parameters=[ + ParameterConfig( + name="status", + type="select", # type: ignore + description="Status", + required=True, + options=["active", "inactive"], + ) + ], + input_result={}, + expected_result={"status": ""}, + ), + # Array parameter transformation - present cases + TransformTestCase( + name="array_string_parameter_present", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + input_result={"tags": ["tag1", "tag2"]}, + expected_result={ + "tags": build_segment_with_type(segment_type=SegmentType.ARRAY_STRING, value=["tag1", "tag2"]) + }, + ), + TransformTestCase( + name="array_number_parameter_present", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + input_result={"scores": [85, 92.5]}, + expected_result={ + "scores": build_segment_with_type(segment_type=SegmentType.ARRAY_NUMBER, value=[85, 92.5]) + }, + ), + TransformTestCase( + name="array_number_parameter_with_string_conversion", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + input_result={"scores": [85, "92.5", "78"]}, + expected_result={ + "scores": build_segment_with_type(segment_type=SegmentType.ARRAY_NUMBER, value=[85, 92.5, 78]) + }, + ), + TransformTestCase( + name="array_object_parameter_present", + parameters=[ + ParameterConfig(name="items", type=SegmentType.ARRAY_OBJECT, description="Items", required=True) + ], + input_result={"items": [{"name": "item1"}, {"name": "item2"}]}, + expected_result={ + "items": build_segment_with_type( + segment_type=SegmentType.ARRAY_OBJECT, value=[{"name": "item1"}, {"name": "item2"}] + ) + }, + ), + # Array parameter transformation - missing cases + TransformTestCase( + name="array_string_parameter_missing", + parameters=[ + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True) + ], + input_result={}, + expected_result={"tags": build_segment_with_type(segment_type=SegmentType.ARRAY_STRING, value=[])}, + ), + TransformTestCase( + name="array_number_parameter_missing", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + input_result={}, + expected_result={"scores": build_segment_with_type(segment_type=SegmentType.ARRAY_NUMBER, value=[])}, + ), + TransformTestCase( + name="array_object_parameter_missing", + parameters=[ + ParameterConfig(name="items", type=SegmentType.ARRAY_OBJECT, description="Items", required=True) + ], + input_result={}, + expected_result={"items": build_segment_with_type(segment_type=SegmentType.ARRAY_OBJECT, value=[])}, + ), + # Multiple parameters transformation + TransformTestCase( + name="multiple_parameters_mixed", + parameters=[ + ParameterConfig(name="name", type=SegmentType.STRING, description="Name", required=True), + ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True), + ParameterConfig(name="active", type=SegmentType.BOOLEAN, description="Active", required=True), + ParameterConfig(name="tags", type=SegmentType.ARRAY_STRING, description="Tags", required=True), + ], + input_result={"name": "John", "age": 25}, + expected_result={ + "name": "John", + "age": 25, + "active": False, + "tags": build_segment_with_type(segment_type=SegmentType.ARRAY_STRING, value=[]), + }, + ), + # Number parameter transformation with string conversion + TransformTestCase( + name="number_parameter_string_to_float", + parameters=[ParameterConfig(name="price", type=SegmentType.NUMBER, description="Price", required=True)], + input_result={"price": "19.99"}, + expected_result={"price": 19.99}, # String not converted, falls back to default + ), + TransformTestCase( + name="number_parameter_string_to_int", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={"age": "25"}, + expected_result={"age": 25}, # String not converted, falls back to default + ), + TransformTestCase( + name="number_parameter_invalid_string", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={"age": "invalid_number"}, + expected_result={"age": 0}, # Invalid string conversion fails, falls back to default + ), + TransformTestCase( + name="number_parameter_non_string_non_number", + parameters=[ParameterConfig(name="age", type=SegmentType.NUMBER, description="Age", required=True)], + input_result={"age": ["not_a_number"]}, # Non-string, non-number value + expected_result={"age": 0}, # Falls back to default + ), + TransformTestCase( + name="array_number_parameter_with_invalid_string_conversion", + parameters=[ + ParameterConfig(name="scores", type=SegmentType.ARRAY_NUMBER, description="Scores", required=True) + ], + input_result={"scores": [85, "invalid", "78"]}, + expected_result={ + "scores": build_segment_with_type( + segment_type=SegmentType.ARRAY_NUMBER, value=[85, 78] + ) # Invalid string skipped + }, + ), + ] + + @pytest.mark.parametrize("test_case", get_transform_test_cases(), ids=TransformTestCase.get_name) + def test_transform_result_cases(self, test_case): + """Test _transform_result with various inputs.""" + helper = TestParameterExtractorNodeMethods() + + node_data = ParameterExtractorNodeData( + title="Test Node", + model=ModelConfig(provider="openai", name="gpt-3.5-turbo", mode=LLMMode.CHAT, completion_params={}), + query=["test_query"], + parameters=test_case.parameters, + reasoning_mode="function_call", + vision=VisionConfig(), + ) + + result = helper.transform_result(data=node_data, result=test_case.input_result) + assert result == test_case.expected_result, ( + f"Failed for case: {test_case.name}. Expected: {test_case.expected_result}, Got: {result}" + ) diff --git a/api/tests/unit_tests/core/workflow/nodes/test_if_else.py b/api/tests/unit_tests/core/workflow/nodes/test_if_else.py index 8383aee0e4..36a6fbb53e 100644 --- a/api/tests/unit_tests/core/workflow/nodes/test_if_else.py +++ b/api/tests/unit_tests/core/workflow/nodes/test_if_else.py @@ -2,6 +2,8 @@ import time import uuid from unittest.mock import MagicMock, Mock +import pytest + from core.app.entities.app_invoke_entities import InvokeFrom from core.file import File, FileTransferMethod, FileType from core.variables import ArrayFileSegment @@ -272,3 +274,220 @@ def test_array_file_contains_file_name(): assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED assert result.outputs is not None assert result.outputs["result"] is True + + +def _get_test_conditions() -> list: + conditions = [ + # Test boolean "is" operator + {"comparison_operator": "is", "variable_selector": ["start", "bool_true"], "value": "true"}, + # Test boolean "is not" operator + {"comparison_operator": "is not", "variable_selector": ["start", "bool_false"], "value": "true"}, + # Test boolean "=" operator + {"comparison_operator": "=", "variable_selector": ["start", "bool_true"], "value": "1"}, + # Test boolean "≠" operator + {"comparison_operator": "≠", "variable_selector": ["start", "bool_false"], "value": "1"}, + # Test boolean "not null" operator + {"comparison_operator": "not null", "variable_selector": ["start", "bool_true"]}, + # Test boolean array "contains" operator + {"comparison_operator": "contains", "variable_selector": ["start", "bool_array"], "value": "true"}, + # Test boolean "in" operator + { + "comparison_operator": "in", + "variable_selector": ["start", "bool_true"], + "value": ["true", "false"], + }, + ] + return [Condition.model_validate(i) for i in conditions] + + +def _get_condition_test_id(c: Condition): + return c.comparison_operator + + +@pytest.mark.parametrize("condition", _get_test_conditions(), ids=_get_condition_test_id) +def test_execute_if_else_boolean_conditions(condition: Condition): + """Test IfElseNode with boolean conditions using various operators""" + graph_config = {"edges": [], "nodes": [{"data": {"type": "start"}, "id": "start"}]} + + graph = Graph.init(graph_config=graph_config) + + init_params = GraphInitParams( + tenant_id="1", + app_id="1", + workflow_type=WorkflowType.WORKFLOW, + workflow_id="1", + graph_config=graph_config, + user_id="1", + user_from=UserFrom.ACCOUNT, + invoke_from=InvokeFrom.DEBUGGER, + call_depth=0, + ) + + # construct variable pool with boolean values + pool = VariablePool( + system_variables=SystemVariable(files=[], user_id="aaa"), + ) + pool.add(["start", "bool_true"], True) + pool.add(["start", "bool_false"], False) + pool.add(["start", "bool_array"], [True, False, True]) + pool.add(["start", "mixed_array"], [True, "false", 1, 0]) + + node_data = { + "title": "Boolean Test", + "type": "if-else", + "logical_operator": "and", + "conditions": [condition.model_dump()], + } + node = IfElseNode( + id=str(uuid.uuid4()), + graph_init_params=init_params, + graph=graph, + graph_runtime_state=GraphRuntimeState(variable_pool=pool, start_at=time.perf_counter()), + config={"id": "if-else", "data": node_data}, + ) + node.init_node_data(node_data) + + # Mock db.session.close() + db.session.close = MagicMock() + + # execute node + result = node._run() + + assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED + assert result.outputs is not None + assert result.outputs["result"] is True + + +def test_execute_if_else_boolean_false_conditions(): + """Test IfElseNode with boolean conditions that should evaluate to false""" + graph_config = {"edges": [], "nodes": [{"data": {"type": "start"}, "id": "start"}]} + + graph = Graph.init(graph_config=graph_config) + + init_params = GraphInitParams( + tenant_id="1", + app_id="1", + workflow_type=WorkflowType.WORKFLOW, + workflow_id="1", + graph_config=graph_config, + user_id="1", + user_from=UserFrom.ACCOUNT, + invoke_from=InvokeFrom.DEBUGGER, + call_depth=0, + ) + + # construct variable pool with boolean values + pool = VariablePool( + system_variables=SystemVariable(files=[], user_id="aaa"), + ) + pool.add(["start", "bool_true"], True) + pool.add(["start", "bool_false"], False) + pool.add(["start", "bool_array"], [True, False, True]) + + node_data = { + "title": "Boolean False Test", + "type": "if-else", + "logical_operator": "or", + "conditions": [ + # Test boolean "is" operator (should be false) + {"comparison_operator": "is", "variable_selector": ["start", "bool_true"], "value": "false"}, + # Test boolean "=" operator (should be false) + {"comparison_operator": "=", "variable_selector": ["start", "bool_false"], "value": "1"}, + # Test boolean "not contains" operator (should be false) + { + "comparison_operator": "not contains", + "variable_selector": ["start", "bool_array"], + "value": "true", + }, + ], + } + + node = IfElseNode( + id=str(uuid.uuid4()), + graph_init_params=init_params, + graph=graph, + graph_runtime_state=GraphRuntimeState(variable_pool=pool, start_at=time.perf_counter()), + config={ + "id": "if-else", + "data": node_data, + }, + ) + node.init_node_data(node_data) + + # Mock db.session.close() + db.session.close = MagicMock() + + # execute node + result = node._run() + + assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED + assert result.outputs is not None + assert result.outputs["result"] is False + + +def test_execute_if_else_boolean_cases_structure(): + """Test IfElseNode with boolean conditions using the new cases structure""" + graph_config = {"edges": [], "nodes": [{"data": {"type": "start"}, "id": "start"}]} + + graph = Graph.init(graph_config=graph_config) + + init_params = GraphInitParams( + tenant_id="1", + app_id="1", + workflow_type=WorkflowType.WORKFLOW, + workflow_id="1", + graph_config=graph_config, + user_id="1", + user_from=UserFrom.ACCOUNT, + invoke_from=InvokeFrom.DEBUGGER, + call_depth=0, + ) + + # construct variable pool with boolean values + pool = VariablePool( + system_variables=SystemVariable(files=[], user_id="aaa"), + ) + pool.add(["start", "bool_true"], True) + pool.add(["start", "bool_false"], False) + + node_data = { + "title": "Boolean Cases Test", + "type": "if-else", + "cases": [ + { + "case_id": "true", + "logical_operator": "and", + "conditions": [ + { + "comparison_operator": "is", + "variable_selector": ["start", "bool_true"], + "value": "true", + }, + { + "comparison_operator": "is not", + "variable_selector": ["start", "bool_false"], + "value": "true", + }, + ], + } + ], + } + node = IfElseNode( + id=str(uuid.uuid4()), + graph_init_params=init_params, + graph=graph, + graph_runtime_state=GraphRuntimeState(variable_pool=pool, start_at=time.perf_counter()), + config={"id": "if-else", "data": node_data}, + ) + node.init_node_data(node_data) + + # Mock db.session.close() + db.session.close = MagicMock() + + # execute node + result = node._run() + + assert result.status == WorkflowNodeExecutionStatus.SUCCEEDED + assert result.outputs is not None + assert result.outputs["result"] is True + assert result.outputs["selected_case_id"] == "true" diff --git a/api/tests/unit_tests/core/workflow/nodes/test_list_operator.py b/api/tests/unit_tests/core/workflow/nodes/test_list_operator.py index 5fc9eab2df..d4d6aa0387 100644 --- a/api/tests/unit_tests/core/workflow/nodes/test_list_operator.py +++ b/api/tests/unit_tests/core/workflow/nodes/test_list_operator.py @@ -11,7 +11,8 @@ from core.workflow.nodes.list_operator.entities import ( FilterCondition, Limit, ListOperatorNodeData, - OrderBy, + Order, + OrderByConfig, ) from core.workflow.nodes.list_operator.exc import InvalidKeyError from core.workflow.nodes.list_operator.node import ListOperatorNode, _get_file_extract_string_func @@ -27,7 +28,7 @@ def list_operator_node(): FilterCondition(key="type", comparison_operator="in", value=[FileType.IMAGE, FileType.DOCUMENT]) ], ), - "order_by": OrderBy(enabled=False, value="asc"), + "order_by": OrderByConfig(enabled=False, value=Order.ASC), "limit": Limit(enabled=False, size=0), "extract_by": ExtractConfig(enabled=False, serial="1"), "title": "Test Title", diff --git a/api/tests/unit_tests/extensions/storage/__init__.py b/api/tests/unit_tests/extensions/storage/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/api/tests/unit_tests/extensions/storage/test_supabase_storage.py b/api/tests/unit_tests/extensions/storage/test_supabase_storage.py new file mode 100644 index 0000000000..7d295cecf2 --- /dev/null +++ b/api/tests/unit_tests/extensions/storage/test_supabase_storage.py @@ -0,0 +1,313 @@ +from collections.abc import Generator +from unittest.mock import Mock, patch + +import pytest + +from extensions.storage.supabase_storage import SupabaseStorage + + +class TestSupabaseStorage: + """Test suite for SupabaseStorage class.""" + + def test_init_success_with_all_config(self): + """Test successful initialization when all required config is provided.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with patch("extensions.storage.supabase_storage.Client") as mock_client_class: + mock_client = Mock() + mock_client_class.return_value = mock_client + + # Mock bucket_exists to return True so create_bucket is not called + with patch.object(SupabaseStorage, "bucket_exists", return_value=True): + storage = SupabaseStorage() + + assert storage.bucket_name == "test-bucket" + mock_client_class.assert_called_once_with( + supabase_url="https://test.supabase.co", supabase_key="test-api-key" + ) + + def test_init_raises_error_when_url_missing(self): + """Test initialization raises ValueError when SUPABASE_URL is None.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = None + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with pytest.raises(ValueError, match="SUPABASE_URL is not set"): + SupabaseStorage() + + def test_init_raises_error_when_api_key_missing(self): + """Test initialization raises ValueError when SUPABASE_API_KEY is None.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = None + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with pytest.raises(ValueError, match="SUPABASE_API_KEY is not set"): + SupabaseStorage() + + def test_init_raises_error_when_bucket_name_missing(self): + """Test initialization raises ValueError when SUPABASE_BUCKET_NAME is None.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = None + + with pytest.raises(ValueError, match="SUPABASE_BUCKET_NAME is not set"): + SupabaseStorage() + + def test_create_bucket_when_not_exists(self): + """Test create_bucket creates bucket when it doesn't exist.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with patch("extensions.storage.supabase_storage.Client") as mock_client_class: + mock_client = Mock() + mock_client_class.return_value = mock_client + + with patch.object(SupabaseStorage, "bucket_exists", return_value=False): + storage = SupabaseStorage() + + mock_client.storage.create_bucket.assert_called_once_with(id="test-bucket", name="test-bucket") + + def test_create_bucket_when_exists(self): + """Test create_bucket does not create bucket when it already exists.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with patch("extensions.storage.supabase_storage.Client") as mock_client_class: + mock_client = Mock() + mock_client_class.return_value = mock_client + + with patch.object(SupabaseStorage, "bucket_exists", return_value=True): + storage = SupabaseStorage() + + mock_client.storage.create_bucket.assert_not_called() + + @pytest.fixture + def storage_with_mock_client(self): + """Fixture providing SupabaseStorage with mocked client.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with patch("extensions.storage.supabase_storage.Client") as mock_client_class: + mock_client = Mock() + mock_client_class.return_value = mock_client + + with patch.object(SupabaseStorage, "bucket_exists", return_value=True): + storage = SupabaseStorage() + # Create fresh mock for each test + mock_client.reset_mock() + yield storage, mock_client + + def test_save(self, storage_with_mock_client): + """Test save calls client.storage.from_(bucket).upload(path, data).""" + storage, mock_client = storage_with_mock_client + + filename = "test.txt" + data = b"test data" + + storage.save(filename, data) + + mock_client.storage.from_.assert_called_once_with("test-bucket") + mock_client.storage.from_().upload.assert_called_once_with(filename, data) + + def test_load_once_returns_bytes(self, storage_with_mock_client): + """Test load_once returns bytes.""" + storage, mock_client = storage_with_mock_client + + expected_data = b"test content" + mock_client.storage.from_().download.return_value = expected_data + + result = storage.load_once("test.txt") + + assert result == expected_data + # Verify the correct calls were made + assert "test-bucket" in [call[0][0] for call in mock_client.storage.from_.call_args_list if call[0]] + mock_client.storage.from_().download.assert_called_with("test.txt") + + def test_load_stream_yields_chunks(self, storage_with_mock_client): + """Test load_stream yields chunks.""" + storage, mock_client = storage_with_mock_client + + test_data = b"test content for streaming" + mock_client.storage.from_().download.return_value = test_data + + result = storage.load_stream("test.txt") + + assert isinstance(result, Generator) + + # Collect all chunks + chunks = list(result) + + # Verify chunks contain the expected data + assert b"".join(chunks) == test_data + # Verify the correct calls were made + assert "test-bucket" in [call[0][0] for call in mock_client.storage.from_.call_args_list if call[0]] + mock_client.storage.from_().download.assert_called_with("test.txt") + + def test_download_writes_bytes_to_disk(self, storage_with_mock_client, tmp_path): + """Test download writes expected bytes to disk.""" + storage, mock_client = storage_with_mock_client + + test_data = b"test file content" + mock_client.storage.from_().download.return_value = test_data + + target_file = tmp_path / "downloaded_file.txt" + + storage.download("test.txt", str(target_file)) + + # Verify file was written with correct content + assert target_file.read_bytes() == test_data + # Verify the correct calls were made + assert "test-bucket" in [call[0][0] for call in mock_client.storage.from_.call_args_list if call[0]] + mock_client.storage.from_().download.assert_called_with("test.txt") + + def test_exists_with_list_containing_items(self, storage_with_mock_client): + """Test exists returns True when list() returns items (using len() > 0).""" + storage, mock_client = storage_with_mock_client + + # Mock list return with special object that has count() method + mock_list_result = Mock() + mock_list_result.count.return_value = 1 + mock_client.storage.from_().list.return_value = mock_list_result + + result = storage.exists("test.txt") + + assert result is True + # from_ gets called during init too, so just check it was called with the right bucket + assert "test-bucket" in [call[0][0] for call in mock_client.storage.from_.call_args_list if call[0]] + mock_client.storage.from_().list.assert_called_with("test.txt") + + def test_exists_with_count_method_greater_than_zero(self, storage_with_mock_client): + """Test exists returns True when list result has count() > 0.""" + storage, mock_client = storage_with_mock_client + + # Mock list return with count() method + mock_list_result = Mock() + mock_list_result.count.return_value = 1 + mock_client.storage.from_().list.return_value = mock_list_result + + result = storage.exists("test.txt") + + assert result is True + # Verify the correct calls were made + assert "test-bucket" in [call[0][0] for call in mock_client.storage.from_.call_args_list if call[0]] + mock_client.storage.from_().list.assert_called_with("test.txt") + mock_list_result.count.assert_called() + + def test_exists_with_count_method_zero(self, storage_with_mock_client): + """Test exists returns False when list result has count() == 0.""" + storage, mock_client = storage_with_mock_client + + # Mock list return with count() method returning 0 + mock_list_result = Mock() + mock_list_result.count.return_value = 0 + mock_client.storage.from_().list.return_value = mock_list_result + + result = storage.exists("test.txt") + + assert result is False + # Verify the correct calls were made + assert "test-bucket" in [call[0][0] for call in mock_client.storage.from_.call_args_list if call[0]] + mock_client.storage.from_().list.assert_called_with("test.txt") + mock_list_result.count.assert_called() + + def test_exists_with_empty_list(self, storage_with_mock_client): + """Test exists returns False when list() returns empty list.""" + storage, mock_client = storage_with_mock_client + + # Mock list return with special object that has count() method returning 0 + mock_list_result = Mock() + mock_list_result.count.return_value = 0 + mock_client.storage.from_().list.return_value = mock_list_result + + result = storage.exists("test.txt") + + assert result is False + # Verify the correct calls were made + assert "test-bucket" in [call[0][0] for call in mock_client.storage.from_.call_args_list if call[0]] + mock_client.storage.from_().list.assert_called_with("test.txt") + + def test_delete_calls_remove_with_filename(self, storage_with_mock_client): + """Test delete calls remove([...]) (some client versions require a list).""" + storage, mock_client = storage_with_mock_client + + filename = "test.txt" + + storage.delete(filename) + + mock_client.storage.from_.assert_called_once_with("test-bucket") + mock_client.storage.from_().remove.assert_called_once_with(filename) + + def test_bucket_exists_returns_true_when_bucket_found(self): + """Test bucket_exists returns True when bucket is found in list.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with patch("extensions.storage.supabase_storage.Client") as mock_client_class: + mock_client = Mock() + mock_client_class.return_value = mock_client + + mock_bucket = Mock() + mock_bucket.name = "test-bucket" + mock_client.storage.list_buckets.return_value = [mock_bucket] + storage = SupabaseStorage() + result = storage.bucket_exists() + + assert result is True + assert mock_client.storage.list_buckets.call_count >= 1 + + def test_bucket_exists_returns_false_when_bucket_not_found(self): + """Test bucket_exists returns False when bucket is not found in list.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with patch("extensions.storage.supabase_storage.Client") as mock_client_class: + mock_client = Mock() + mock_client_class.return_value = mock_client + + # Mock different bucket + mock_bucket = Mock() + mock_bucket.name = "different-bucket" + mock_client.storage.list_buckets.return_value = [mock_bucket] + mock_client.storage.create_bucket = Mock() + + storage = SupabaseStorage() + result = storage.bucket_exists() + + assert result is False + assert mock_client.storage.list_buckets.call_count >= 1 + + def test_bucket_exists_returns_false_when_no_buckets(self): + """Test bucket_exists returns False when no buckets exist.""" + with patch("extensions.storage.supabase_storage.dify_config") as mock_config: + mock_config.SUPABASE_URL = "https://test.supabase.co" + mock_config.SUPABASE_API_KEY = "test-api-key" + mock_config.SUPABASE_BUCKET_NAME = "test-bucket" + + with patch("extensions.storage.supabase_storage.Client") as mock_client_class: + mock_client = Mock() + mock_client_class.return_value = mock_client + + mock_client.storage.list_buckets.return_value = [] + mock_client.storage.create_bucket = Mock() + + storage = SupabaseStorage() + result = storage.bucket_exists() + + assert result is False + assert mock_client.storage.list_buckets.call_count >= 1 diff --git a/api/tests/unit_tests/extensions/test_ext_request_logging.py b/api/tests/unit_tests/extensions/test_ext_request_logging.py index 4e71469bcc..cf6e172e4d 100644 --- a/api/tests/unit_tests/extensions/test_ext_request_logging.py +++ b/api/tests/unit_tests/extensions/test_ext_request_logging.py @@ -43,28 +43,28 @@ def _get_test_app(): @pytest.fixture -def mock_request_receiver(monkeypatch) -> mock.Mock: +def mock_request_receiver(monkeypatch: pytest.MonkeyPatch) -> mock.Mock: mock_log_request_started = mock.Mock() monkeypatch.setattr(ext_request_logging, "_log_request_started", mock_log_request_started) return mock_log_request_started @pytest.fixture -def mock_response_receiver(monkeypatch) -> mock.Mock: +def mock_response_receiver(monkeypatch: pytest.MonkeyPatch) -> mock.Mock: mock_log_request_finished = mock.Mock() monkeypatch.setattr(ext_request_logging, "_log_request_finished", mock_log_request_finished) return mock_log_request_finished @pytest.fixture -def mock_logger(monkeypatch) -> logging.Logger: +def mock_logger(monkeypatch: pytest.MonkeyPatch) -> logging.Logger: _logger = mock.MagicMock(spec=logging.Logger) - monkeypatch.setattr(ext_request_logging, "_logger", _logger) + monkeypatch.setattr(ext_request_logging, "logger", _logger) return _logger @pytest.fixture -def enable_request_logging(monkeypatch): +def enable_request_logging(monkeypatch: pytest.MonkeyPatch): monkeypatch.setattr(dify_config, "ENABLE_REQUEST_LOGGING", True) diff --git a/api/tests/unit_tests/factories/test_variable_factory.py b/api/tests/unit_tests/factories/test_variable_factory.py index 4f2542a323..2a193ef2d7 100644 --- a/api/tests/unit_tests/factories/test_variable_factory.py +++ b/api/tests/unit_tests/factories/test_variable_factory.py @@ -24,16 +24,18 @@ from core.variables.segments import ( ArrayNumberSegment, ArrayObjectSegment, ArrayStringSegment, + BooleanSegment, FileSegment, FloatSegment, IntegerSegment, NoneSegment, ObjectSegment, + Segment, StringSegment, ) from core.variables.types import SegmentType from factories import variable_factory -from factories.variable_factory import TypeMismatchError, build_segment_with_type +from factories.variable_factory import TypeMismatchError, build_segment, build_segment_with_type def test_string_variable(): @@ -139,6 +141,26 @@ def test_array_number_variable(): assert isinstance(variable.value[1], float) +def test_build_segment_scalar_values(): + @dataclass + class TestCase: + value: Any + expected: Segment + description: str + + cases = [ + TestCase( + value=True, + expected=BooleanSegment(value=True), + description="build_segment with boolean should yield BooleanSegment", + ) + ] + + for idx, c in enumerate(cases, 1): + seg = build_segment(c.value) + assert seg == c.expected, f"Test case {idx} failed: {c.description}" + + def test_array_object_variable(): mapping = { "id": str(uuid4()), @@ -847,15 +869,22 @@ class TestBuildSegmentValueErrors: f"but got: {error_message}" ) - def test_build_segment_boolean_type_note(self): - """Note: Boolean values are actually handled as integers in Python, so they don't raise ValueError.""" - # Boolean values in Python are subclasses of int, so they get processed as integers - # True becomes IntegerSegment(value=1) and False becomes IntegerSegment(value=0) + def test_build_segment_boolean_type(self): + """Test that Boolean values are correctly handled as boolean type, not integers.""" + # Boolean values should now be processed as BooleanSegment, not IntegerSegment + # This is because the bool check now comes before the int check in build_segment true_segment = variable_factory.build_segment(True) false_segment = variable_factory.build_segment(False) - # Verify they are processed as integers, not as errors - assert true_segment.value == 1, "Test case 1 (boolean_true): Expected True to be processed as integer 1" - assert false_segment.value == 0, "Test case 2 (boolean_false): Expected False to be processed as integer 0" - assert true_segment.value_type == SegmentType.INTEGER - assert false_segment.value_type == SegmentType.INTEGER + # Verify they are processed as booleans, not integers + assert true_segment.value is True, "Test case 1 (boolean_true): Expected True to be processed as boolean True" + assert false_segment.value is False, ( + "Test case 2 (boolean_false): Expected False to be processed as boolean False" + ) + assert true_segment.value_type == SegmentType.BOOLEAN + assert false_segment.value_type == SegmentType.BOOLEAN + + # Test array of booleans + bool_array_segment = variable_factory.build_segment([True, False, True]) + assert bool_array_segment.value_type == SegmentType.ARRAY_BOOLEAN + assert bool_array_segment.value == [True, False, True] diff --git a/api/tests/unit_tests/libs/test_datetime_utils.py b/api/tests/unit_tests/libs/test_datetime_utils.py index e7781a5821..e914ca4816 100644 --- a/api/tests/unit_tests/libs/test_datetime_utils.py +++ b/api/tests/unit_tests/libs/test_datetime_utils.py @@ -1,9 +1,11 @@ import datetime +import pytest + from libs.datetime_utils import naive_utc_now -def test_naive_utc_now(monkeypatch): +def test_naive_utc_now(monkeypatch: pytest.MonkeyPatch): tz_aware_utc_now = datetime.datetime.now(tz=datetime.UTC) def _now_func(tz: datetime.timezone | None) -> datetime.datetime: diff --git a/api/tests/unit_tests/libs/test_jwt_imports.py b/api/tests/unit_tests/libs/test_jwt_imports.py new file mode 100644 index 0000000000..4acd901b1b --- /dev/null +++ b/api/tests/unit_tests/libs/test_jwt_imports.py @@ -0,0 +1,63 @@ +"""Test PyJWT import paths to catch changes in library structure.""" + +import pytest + + +class TestPyJWTImports: + """Test PyJWT import paths used throughout the codebase.""" + + def test_invalid_token_error_import(self): + """Test that InvalidTokenError can be imported as used in login controller.""" + # This test verifies the import path used in controllers/web/login.py:2 + # If PyJWT changes this import path, this test will fail early + try: + from jwt import InvalidTokenError + + # Verify it's the correct exception class + assert issubclass(InvalidTokenError, Exception) + + # Test that it can be instantiated + error = InvalidTokenError("test error") + assert str(error) == "test error" + + except ImportError as e: + pytest.fail(f"Failed to import InvalidTokenError from jwt: {e}") + + def test_jwt_exceptions_import(self): + """Test that jwt.exceptions imports work as expected.""" + # Alternative import path that might be used + try: + # Verify it's the same class as the direct import + from jwt import InvalidTokenError + from jwt.exceptions import InvalidTokenError as InvalidTokenErrorAlt + + assert InvalidTokenError is InvalidTokenErrorAlt + + except ImportError as e: + pytest.fail(f"Failed to import InvalidTokenError from jwt.exceptions: {e}") + + def test_other_jwt_exceptions_available(self): + """Test that other common JWT exceptions are available.""" + # Test other exceptions that might be used in the codebase + try: + from jwt import DecodeError, ExpiredSignatureError, InvalidSignatureError + + # Verify they are exception classes + assert issubclass(DecodeError, Exception) + assert issubclass(ExpiredSignatureError, Exception) + assert issubclass(InvalidSignatureError, Exception) + + except ImportError as e: + pytest.fail(f"Failed to import JWT exceptions: {e}") + + def test_jwt_main_functions_available(self): + """Test that main JWT functions are available.""" + try: + from jwt import decode, encode + + # Verify they are callable + assert callable(decode) + assert callable(encode) + + except ImportError as e: + pytest.fail(f"Failed to import JWT main functions: {e}") diff --git a/api/tests/unit_tests/libs/test_uuid_utils.py b/api/tests/unit_tests/libs/test_uuid_utils.py index 7dbda95f45..9e040efb62 100644 --- a/api/tests/unit_tests/libs/test_uuid_utils.py +++ b/api/tests/unit_tests/libs/test_uuid_utils.py @@ -143,7 +143,7 @@ def test_uuidv7_with_custom_timestamp(): assert extracted_timestamp == custom_timestamp # Exact match for integer milliseconds -def test_uuidv7_with_none_timestamp(monkeypatch): +def test_uuidv7_with_none_timestamp(monkeypatch: pytest.MonkeyPatch): """Test UUID generation with None timestamp uses current time.""" mock_time = 1609459200 mock_time_func = mock.Mock(return_value=mock_time) diff --git a/api/tests/unit_tests/oss/__mock/aliyun_oss.py b/api/tests/unit_tests/oss/__mock/aliyun_oss.py index 4f6d8a2f54..27e1c0ad85 100644 --- a/api/tests/unit_tests/oss/__mock/aliyun_oss.py +++ b/api/tests/unit_tests/oss/__mock/aliyun_oss.py @@ -4,8 +4,8 @@ from unittest.mock import MagicMock import pytest from _pytest.monkeypatch import MonkeyPatch -from oss2 import Bucket # type: ignore -from oss2.models import GetObjectResult, PutObjectResult # type: ignore +from oss2 import Bucket +from oss2.models import GetObjectResult, PutObjectResult from tests.unit_tests.oss.__mock.base import ( get_example_bucket, diff --git a/api/tests/unit_tests/oss/aliyun_oss/aliyun_oss/test_aliyun_oss.py b/api/tests/unit_tests/oss/aliyun_oss/aliyun_oss/test_aliyun_oss.py index f87a385690..10388a8880 100644 --- a/api/tests/unit_tests/oss/aliyun_oss/aliyun_oss/test_aliyun_oss.py +++ b/api/tests/unit_tests/oss/aliyun_oss/aliyun_oss/test_aliyun_oss.py @@ -1,7 +1,7 @@ from unittest.mock import patch import pytest -from oss2 import Auth # type: ignore +from oss2 import Auth from extensions.storage.aliyun_oss_storage import AliyunOssStorage from tests.unit_tests.oss.__mock.aliyun_oss import setup_aliyun_oss_mock diff --git a/api/tests/unit_tests/services/test_clear_free_plan_tenant_expired_logs.py b/api/tests/unit_tests/services/test_clear_free_plan_tenant_expired_logs.py index dd2bc21814..5099362e00 100644 --- a/api/tests/unit_tests/services/test_clear_free_plan_tenant_expired_logs.py +++ b/api/tests/unit_tests/services/test_clear_free_plan_tenant_expired_logs.py @@ -57,7 +57,7 @@ class TestClearFreePlanTenantExpiredLogs: def test_clear_message_related_tables_no_records_found(self, mock_session, sample_message_ids): """Test when no related records are found.""" with patch("services.clear_free_plan_tenant_expired_logs.storage") as mock_storage: - mock_session.query.return_value.filter.return_value.all.return_value = [] + mock_session.query.return_value.where.return_value.all.return_value = [] ClearFreePlanTenantExpiredLogs._clear_message_related_tables(mock_session, "tenant-123", sample_message_ids) @@ -70,7 +70,7 @@ class TestClearFreePlanTenantExpiredLogs: ): """Test when records are found and have to_dict method.""" with patch("services.clear_free_plan_tenant_expired_logs.storage") as mock_storage: - mock_session.query.return_value.filter.return_value.all.return_value = sample_records + mock_session.query.return_value.where.return_value.all.return_value = sample_records ClearFreePlanTenantExpiredLogs._clear_message_related_tables(mock_session, "tenant-123", sample_message_ids) @@ -101,7 +101,7 @@ class TestClearFreePlanTenantExpiredLogs: records.append(record) # Mock records for first table only, empty for others - mock_session.query.return_value.filter.return_value.all.side_effect = [ + mock_session.query.return_value.where.return_value.all.side_effect = [ records, [], [], @@ -123,13 +123,13 @@ class TestClearFreePlanTenantExpiredLogs: with patch("services.clear_free_plan_tenant_expired_logs.storage") as mock_storage: mock_storage.save.side_effect = Exception("Storage error") - mock_session.query.return_value.filter.return_value.all.return_value = sample_records + mock_session.query.return_value.where.return_value.all.return_value = sample_records # Should not raise exception ClearFreePlanTenantExpiredLogs._clear_message_related_tables(mock_session, "tenant-123", sample_message_ids) # Should still delete records even if backup fails - assert mock_session.query.return_value.filter.return_value.delete.called + assert mock_session.query.return_value.where.return_value.delete.called def test_clear_message_related_tables_serialization_error_continues(self, mock_session, sample_message_ids): """Test that method continues even when record serialization fails.""" @@ -138,30 +138,30 @@ class TestClearFreePlanTenantExpiredLogs: record.id = "record-1" record.to_dict.side_effect = Exception("Serialization error") - mock_session.query.return_value.filter.return_value.all.return_value = [record] + mock_session.query.return_value.where.return_value.all.return_value = [record] # Should not raise exception ClearFreePlanTenantExpiredLogs._clear_message_related_tables(mock_session, "tenant-123", sample_message_ids) # Should still delete records even if serialization fails - assert mock_session.query.return_value.filter.return_value.delete.called + assert mock_session.query.return_value.where.return_value.delete.called def test_clear_message_related_tables_deletion_called(self, mock_session, sample_message_ids, sample_records): """Test that deletion is called for found records.""" with patch("services.clear_free_plan_tenant_expired_logs.storage") as mock_storage: - mock_session.query.return_value.filter.return_value.all.return_value = sample_records + mock_session.query.return_value.where.return_value.all.return_value = sample_records ClearFreePlanTenantExpiredLogs._clear_message_related_tables(mock_session, "tenant-123", sample_message_ids) # Should call delete for each table that has records - assert mock_session.query.return_value.filter.return_value.delete.called + assert mock_session.query.return_value.where.return_value.delete.called def test_clear_message_related_tables_logging_output( self, mock_session, sample_message_ids, sample_records, capsys ): """Test that logging output is generated.""" with patch("services.clear_free_plan_tenant_expired_logs.storage") as mock_storage: - mock_session.query.return_value.filter.return_value.all.return_value = sample_records + mock_session.query.return_value.where.return_value.all.return_value = sample_records ClearFreePlanTenantExpiredLogs._clear_message_related_tables(mock_session, "tenant-123", sample_message_ids) diff --git a/api/tests/unit_tests/services/test_dataset_permission.py b/api/tests/unit_tests/services/test_dataset_permission.py index c1e4981325..4974d6c1ef 100644 --- a/api/tests/unit_tests/services/test_dataset_permission.py +++ b/api/tests/unit_tests/services/test_dataset_permission.py @@ -83,7 +83,7 @@ class TestDatasetPermissionService: @pytest.fixture def mock_logging_dependencies(self): """Mock setup for logging tests.""" - with patch("services.dataset_service.logging") as mock_logging: + with patch("services.dataset_service.logger") as mock_logging: yield { "logging": mock_logging, } diff --git a/api/tests/unit_tests/tasks/test_remove_app_and_related_data_task.py b/api/tests/unit_tests/tasks/test_remove_app_and_related_data_task.py index d8003570b5..673282a6f4 100644 --- a/api/tests/unit_tests/tasks/test_remove_app_and_related_data_task.py +++ b/api/tests/unit_tests/tasks/test_remove_app_and_related_data_task.py @@ -179,7 +179,7 @@ class TestDeleteDraftVariablesBatch: delete_draft_variables_batch(app_id, 0) @patch("tasks.remove_app_and_related_data_task.db") - @patch("tasks.remove_app_and_related_data_task.logging") + @patch("tasks.remove_app_and_related_data_task.logger") def test_delete_draft_variables_batch_logs_progress(self, mock_logging, mock_db): """Test that batch deletion logs progress correctly.""" app_id = "test-app-id" diff --git a/api/tests/unit_tests/utils/yaml/test_yaml_utils.py b/api/tests/unit_tests/utils/yaml/test_yaml_utils.py index 8d64548727..95b93651d5 100644 --- a/api/tests/unit_tests/utils/yaml/test_yaml_utils.py +++ b/api/tests/unit_tests/utils/yaml/test_yaml_utils.py @@ -1,7 +1,7 @@ from textwrap import dedent import pytest -from yaml import YAMLError # type: ignore +from yaml import YAMLError from core.tools.utils.yaml_utils import load_yaml_file diff --git a/api/uv.lock b/api/uv.lock index 45b020e1dd..6818fcf019 100644 --- a/api/uv.lock +++ b/api/uv.lock @@ -1,5 +1,4 @@ version = 1 -revision = 3 requires-python = ">=3.11, <3.13" resolution-markers = [ "python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and sys_platform == 'linux'", @@ -20,18 +19,18 @@ resolution-markers = [ name = "aiofiles" version = "24.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = 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c6ed2acb35..96ad09ab99 100644 --- a/docker/.env.example +++ b/docker/.env.example @@ -779,6 +779,12 @@ API_SENTRY_PROFILES_SAMPLE_RATE=1.0 # If not set, Sentry error reporting will be disabled. WEB_SENTRY_DSN= +# Plugin_daemon Service Sentry DSN address, default is empty, when empty, +# all monitoring information is not reported to Sentry. +# If not set, Sentry error reporting will be disabled. +PLUGIN_SENTRY_ENABLED=false +PLUGIN_SENTRY_DSN= + # ------------------------------ # Notion Integration Configuration # Variables can be obtained by applying for Notion integration: https://www.notion.so/my-integrations diff --git a/docker/docker-compose-template.yaml b/docker/docker-compose-template.yaml index 04981f6b7f..a779999983 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:1.7.2 + image: langgenius/dify-api:1.8.0 restart: always environment: # Use the shared environment variables. @@ -31,7 +31,7 @@ services: # worker service # The Celery worker for processing the queue. worker: - image: langgenius/dify-api:1.7.2 + image: langgenius/dify-api:1.8.0 restart: always environment: # Use the shared environment variables. @@ -58,7 +58,7 @@ services: # worker_beat service # Celery beat for scheduling periodic tasks. worker_beat: - image: langgenius/dify-api:1.7.2 + image: langgenius/dify-api:1.8.0 restart: always environment: # Use the shared environment variables. @@ -76,7 +76,7 @@ services: # Frontend web application. web: - image: langgenius/dify-web:1.7.2 + image: langgenius/dify-web:1.8.0 restart: always environment: CONSOLE_API_URL: ${CONSOLE_API_URL:-} @@ -135,7 +135,7 @@ services: # Set the redis password when startup redis server. command: redis-server --requirepass ${REDIS_PASSWORD:-difyai123456} healthcheck: - test: [ 'CMD', 'redis-cli', 'ping' ] + test: [ 'CMD-SHELL', 'redis-cli -a ${REDIS_PASSWORD:-difyai123456} ping | grep -q PONG' ] # The DifySandbox sandbox: @@ -212,6 +212,8 @@ services: VOLCENGINE_TOS_ACCESS_KEY: ${PLUGIN_VOLCENGINE_TOS_ACCESS_KEY:-} VOLCENGINE_TOS_SECRET_KEY: ${PLUGIN_VOLCENGINE_TOS_SECRET_KEY:-} VOLCENGINE_TOS_REGION: ${PLUGIN_VOLCENGINE_TOS_REGION:-} + SENTRY_ENABLED: ${PLUGIN_SENTRY_ENABLED:-false} + SENTRY_DSN: ${PLUGIN_SENTRY_DSN:-} ports: - "${EXPOSE_PLUGIN_DEBUGGING_PORT:-5003}:${PLUGIN_DEBUGGING_PORT:-5003}" volumes: diff --git a/docker/docker-compose.middleware.yaml b/docker/docker-compose.middleware.yaml index 9f7cc72586..dc451e10ca 100644 --- a/docker/docker-compose.middleware.yaml +++ b/docker/docker-compose.middleware.yaml @@ -41,7 +41,7 @@ services: ports: - "${EXPOSE_REDIS_PORT:-6379}:6379" healthcheck: - test: [ "CMD", "redis-cli", "ping" ] + test: [ 'CMD-SHELL', 'redis-cli -a ${REDIS_PASSWORD:-difyai123456} ping | grep -q PONG' ] # The DifySandbox sandbox: diff --git a/docker/docker-compose.yaml b/docker/docker-compose.yaml index 0b9de5fc43..bd668be17f 100644 --- a/docker/docker-compose.yaml +++ b/docker/docker-compose.yaml @@ -352,6 +352,8 @@ x-shared-env: &shared-api-worker-env API_SENTRY_TRACES_SAMPLE_RATE: ${API_SENTRY_TRACES_SAMPLE_RATE:-1.0} API_SENTRY_PROFILES_SAMPLE_RATE: ${API_SENTRY_PROFILES_SAMPLE_RATE:-1.0} WEB_SENTRY_DSN: ${WEB_SENTRY_DSN:-} + PLUGIN_SENTRY_ENABLED: ${PLUGIN_SENTRY_ENABLED:-false} + PLUGIN_SENTRY_DSN: ${PLUGIN_SENTRY_DSN:-} NOTION_INTEGRATION_TYPE: ${NOTION_INTEGRATION_TYPE:-public} NOTION_CLIENT_SECRET: ${NOTION_CLIENT_SECRET:-} NOTION_CLIENT_ID: ${NOTION_CLIENT_ID:-} @@ -580,7 +582,7 @@ x-shared-env: &shared-api-worker-env services: # API service api: - image: langgenius/dify-api:1.7.2 + image: langgenius/dify-api:1.8.0 restart: always environment: # Use the shared environment variables. @@ -609,7 +611,7 @@ services: # worker service # The Celery worker for processing the queue. worker: - image: langgenius/dify-api:1.7.2 + image: langgenius/dify-api:1.8.0 restart: always environment: # Use the shared environment variables. @@ -636,7 +638,7 @@ services: # worker_beat service # Celery beat for scheduling periodic tasks. worker_beat: - image: langgenius/dify-api:1.7.2 + image: langgenius/dify-api:1.8.0 restart: always environment: # Use the shared environment variables. @@ -654,7 +656,7 @@ services: # Frontend web application. web: - image: langgenius/dify-web:1.7.2 + image: langgenius/dify-web:1.8.0 restart: always environment: CONSOLE_API_URL: ${CONSOLE_API_URL:-} @@ -713,7 +715,7 @@ services: # Set the redis password when startup redis server. command: redis-server --requirepass ${REDIS_PASSWORD:-difyai123456} healthcheck: - test: [ 'CMD', 'redis-cli', 'ping' ] + test: [ 'CMD-SHELL', 'redis-cli -a ${REDIS_PASSWORD:-difyai123456} ping | grep -q PONG' ] # The DifySandbox sandbox: @@ -790,6 +792,8 @@ services: VOLCENGINE_TOS_ACCESS_KEY: ${PLUGIN_VOLCENGINE_TOS_ACCESS_KEY:-} VOLCENGINE_TOS_SECRET_KEY: ${PLUGIN_VOLCENGINE_TOS_SECRET_KEY:-} VOLCENGINE_TOS_REGION: ${PLUGIN_VOLCENGINE_TOS_REGION:-} + SENTRY_ENABLED: ${PLUGIN_SENTRY_ENABLED:-false} + SENTRY_DSN: ${PLUGIN_SENTRY_DSN:-} ports: - "${EXPOSE_PLUGIN_DEBUGGING_PORT:-5003}:${PLUGIN_DEBUGGING_PORT:-5003}" volumes: diff --git a/sdks/nodejs-client/index.d.ts b/sdks/nodejs-client/index.d.ts index a8b7497f4f..3ea4b9d153 100644 --- a/sdks/nodejs-client/index.d.ts +++ b/sdks/nodejs-client/index.d.ts @@ -14,6 +14,22 @@ interface HeaderParams { interface User { } +interface DifyFileBase { + type: "image" +} + +export interface DifyRemoteFile extends DifyFileBase { + transfer_method: "remote_url" + url: string +} + +export interface DifyLocalFile extends DifyFileBase { + transfer_method: "local_file" + upload_file_id: string +} + +export type DifyFile = DifyRemoteFile | DifyLocalFile; + export declare class DifyClient { constructor(apiKey: string, baseUrl?: string); @@ -44,7 +60,7 @@ export declare class CompletionClient extends DifyClient { inputs: any, user: User, stream?: boolean, - files?: File[] | null + files?: DifyFile[] | null ): Promise; } @@ -55,7 +71,7 @@ export declare class ChatClient extends DifyClient { user: User, stream?: boolean, conversation_id?: string | null, - files?: File[] | null + files?: DifyFile[] | null ): Promise; getSuggested(message_id: string, user: User): Promise; diff --git a/web/.env.example b/web/.env.example index 37bfc939eb..23b72b3414 100644 --- a/web/.env.example +++ b/web/.env.example @@ -2,6 +2,8 @@ NEXT_PUBLIC_DEPLOY_ENV=DEVELOPMENT # The deployment edition, SELF_HOSTED NEXT_PUBLIC_EDITION=SELF_HOSTED +# The base path for the application +NEXT_PUBLIC_BASE_PATH= # The base URL of console application, refers to the Console base URL of WEB service if console domain is # different from api or web app domain. # example: http://cloud.dify.ai/console/api diff --git a/web/Dockerfile b/web/Dockerfile index 1376dec749..317a7f9c5b 100644 --- a/web/Dockerfile +++ b/web/Dockerfile @@ -5,10 +5,14 @@ LABEL maintainer="takatost@gmail.com" # if you located in China, you can use aliyun mirror to speed up # RUN sed -i 's/dl-cdn.alpinelinux.org/mirrors.aliyun.com/g' /etc/apk/repositories +# if you located in China, you can use taobao registry to speed up +# RUN npm config set registry https://registry.npmmirror.com + RUN apk add --no-cache tzdata RUN corepack enable ENV PNPM_HOME="/pnpm" ENV PATH="$PNPM_HOME:$PATH" +ENV NEXT_PUBLIC_BASE_PATH= # install packages @@ -22,9 +26,6 @@ COPY pnpm-lock.yaml . # Use packageManager from package.json RUN corepack install -# if you located in China, you can use taobao registry to speed up -# RUN pnpm install --frozen-lockfile --registry https://registry.npmmirror.com/ - RUN pnpm install --frozen-lockfile # build resources diff --git a/web/__tests__/check-i18n.test.ts b/web/__tests__/check-i18n.test.ts index b4c4f1540d..b579f22d4b 100644 --- a/web/__tests__/check-i18n.test.ts +++ b/web/__tests__/check-i18n.test.ts @@ -621,7 +621,7 @@ export default translation && !trimmed.startsWith('//')) break } - else { + else { break } diff --git a/web/__tests__/description-validation.test.tsx b/web/__tests__/description-validation.test.tsx index 85263b035f..a78a4e632e 100644 --- a/web/__tests__/description-validation.test.tsx +++ b/web/__tests__/description-validation.test.tsx @@ -60,7 +60,7 @@ describe('Description Validation Logic', () => { try { validateDescriptionLength(invalidDescription) } - catch (error) { + catch (error) { expect((error as Error).message).toBe(expectedErrorMessage) } }) @@ -86,7 +86,7 @@ describe('Description Validation Logic', () => { expect(() => validateDescriptionLength(testDescription)).not.toThrow() expect(validateDescriptionLength(testDescription)).toBe(testDescription) } - else { + else { expect(() => validateDescriptionLength(testDescription)).toThrow( 'Description cannot exceed 400 characters.', ) diff --git a/web/__tests__/document-list-sorting.test.tsx b/web/__tests__/document-list-sorting.test.tsx index 1510dbec23..77c0bb60cf 100644 --- a/web/__tests__/document-list-sorting.test.tsx +++ b/web/__tests__/document-list-sorting.test.tsx @@ -39,7 +39,7 @@ describe('Document List Sorting', () => { const result = aValue.localeCompare(bValue) return order === 'asc' ? result : -result } - else { + else { const result = aValue - bValue return order === 'asc' ? result : -result } diff --git a/web/__tests__/plugin-tool-workflow-error.test.tsx b/web/__tests__/plugin-tool-workflow-error.test.tsx index 370052bc80..87bda8fa13 100644 --- a/web/__tests__/plugin-tool-workflow-error.test.tsx +++ b/web/__tests__/plugin-tool-workflow-error.test.tsx @@ -196,7 +196,7 @@ describe('Plugin Tool Workflow Integration', () => { const _pluginId = (tool.uniqueIdentifier as any).split(':')[0] }).toThrow() } - else { + else { // Valid tools should work fine expect(() => { const _pluginId = tool.uniqueIdentifier.split(':')[0] diff --git a/web/__tests__/real-browser-flicker.test.tsx b/web/__tests__/real-browser-flicker.test.tsx index cf3abd5f80..52bdf4777f 100644 --- a/web/__tests__/real-browser-flicker.test.tsx +++ b/web/__tests__/real-browser-flicker.test.tsx @@ -252,7 +252,7 @@ describe('Real Browser Environment Dark Mode Flicker Test', () => { if (hasStyleChange) console.log('⚠️ Style changes detected - this causes visible flicker') - else + else console.log('✅ No style changes detected') expect(timingData.length).toBeGreaterThan(1) diff --git a/web/__tests__/workflow-parallel-limit.test.tsx b/web/__tests__/workflow-parallel-limit.test.tsx index 0843122ab4..64e9d328f0 100644 --- a/web/__tests__/workflow-parallel-limit.test.tsx +++ b/web/__tests__/workflow-parallel-limit.test.tsx @@ -15,7 +15,7 @@ const originalEnv = process.env.NEXT_PUBLIC_MAX_PARALLEL_LIMIT function setupEnvironment(value?: string) { if (value) process.env.NEXT_PUBLIC_MAX_PARALLEL_LIMIT = value - else + else delete process.env.NEXT_PUBLIC_MAX_PARALLEL_LIMIT // Clear module cache to force re-evaluation @@ -25,7 +25,7 @@ function setupEnvironment(value?: string) { function restoreEnvironment() { if (originalEnv) process.env.NEXT_PUBLIC_MAX_PARALLEL_LIMIT = originalEnv - else + else delete process.env.NEXT_PUBLIC_MAX_PARALLEL_LIMIT jest.resetModules() diff --git a/web/__tests__/xss-fix-verification.test.tsx b/web/__tests__/xss-fix-verification.test.tsx deleted file mode 100644 index 2fa5ab3c05..0000000000 --- a/web/__tests__/xss-fix-verification.test.tsx +++ /dev/null @@ -1,212 +0,0 @@ -/** - * XSS Fix Verification Test - * - * This test verifies that the XSS vulnerability in check-code pages has been - * properly fixed by replacing dangerouslySetInnerHTML with safe React rendering. - */ - -import React from 'react' -import { cleanup, render } from '@testing-library/react' -import '@testing-library/jest-dom' - -// Mock i18next with the new safe translation structure -jest.mock('react-i18next', () => ({ - useTranslation: () => ({ - t: (key: string) => { - if (key === 'login.checkCode.tipsPrefix') - return 'We send a verification code to ' - - return key - }, - }), -})) - -// Mock Next.js useSearchParams -jest.mock('next/navigation', () => ({ - useSearchParams: () => ({ - get: (key: string) => { - if (key === 'email') - return 'test@example.com' - return null - }, - }), -})) - -// Fixed CheckCode component implementation (current secure version) -const SecureCheckCodeComponent = ({ email }: { email: string }) => { - const { t } = require('react-i18next').useTranslation() - - return ( -
-

Check Code

-

- - {t('login.checkCode.tipsPrefix')} - {email} - -

-
- ) -} - -// Vulnerable implementation for comparison (what we fixed) -const VulnerableCheckCodeComponent = ({ email }: { email: string }) => { - const mockTranslation = (key: string, params?: any) => { - if (key === 'login.checkCode.tips' && params?.email) - return `We send a verification code to ${params.email}` - - return key - } - - return ( -
-

Check Code

-

- -

-
- ) -} - -describe('XSS Fix Verification - Check Code Pages Security', () => { - afterEach(() => { - cleanup() - }) - - const maliciousEmail = 'test@example.com' - - it('should securely render email with HTML characters as text (FIXED VERSION)', () => { - console.log('\n🔒 Security Fix Verification Report') - console.log('===================================') - - const { container } = render() - - const spanElement = container.querySelector('span') - const strongElement = container.querySelector('strong') - const scriptElements = container.querySelectorAll('script') - - console.log('\n✅ Fixed Implementation Results:') - console.log('- Email rendered in strong tag:', strongElement?.textContent) - console.log('- HTML tags visible as text:', strongElement?.textContent?.includes('', - 'normal@email.com', - ] - - testCases.forEach((testEmail, index) => { - const { container } = render() - - const strongElement = container.querySelector('strong') - const scriptElements = container.querySelectorAll('script') - const imgElements = container.querySelectorAll('img') - const divElements = container.querySelectorAll('div:not([data-testid])') - - console.log(`\n📧 Test Case ${index + 1}: ${testEmail.substring(0, 20)}...`) - console.log(` - Script elements: ${scriptElements.length}`) - console.log(` - Img elements: ${imgElements.length}`) - console.log(` - Malicious divs: ${divElements.length - 1}`) // -1 for container div - console.log(` - Text content: ${strongElement?.textContent === testEmail ? 'SAFE' : 'ISSUE'}`) - - // All should be safe - expect(scriptElements).toHaveLength(0) - expect(imgElements).toHaveLength(0) - expect(strongElement?.textContent).toBe(testEmail) - }) - - console.log('\n✅ All test cases passed - secure rendering confirmed') - }) - - it('should validate the translation structure is secure', () => { - console.log('\n🔍 Translation Security Analysis') - console.log('=================================') - - const { t } = require('react-i18next').useTranslation() - const prefix = t('login.checkCode.tipsPrefix') - - console.log('- Translation key used: login.checkCode.tipsPrefix') - console.log('- Translation value:', prefix) - console.log('- Contains HTML tags:', prefix.includes('<')) - console.log('- Pure text content:', !prefix.includes('<') && !prefix.includes('>')) - - // Verify translation is plain text - expect(prefix).toBe('We send a verification code to ') - expect(prefix).not.toContain('<') - expect(prefix).not.toContain('>') - expect(typeof prefix).toBe('string') - - console.log('\n✅ Translation structure is secure - no HTML content') - }) - - it('should confirm React automatic escaping works correctly', () => { - console.log('\n⚡ React Security Mechanism Test') - console.log('=================================') - - // Test React's automatic escaping with various inputs - const dangerousInputs = [ - '', - '', - '">', - '\'>alert(3)', - '
click
', - ] - - dangerousInputs.forEach((input, index) => { - const TestComponent = () => {input} - const { container } = render() - - const strongElement = container.querySelector('strong') - const scriptElements = container.querySelectorAll('script') - - console.log(`\n🧪 Input ${index + 1}: ${input.substring(0, 30)}...`) - console.log(` - Rendered as text: ${strongElement?.textContent === input}`) - console.log(` - No script execution: ${scriptElements.length === 0}`) - - expect(strongElement?.textContent).toBe(input) - expect(scriptElements).toHaveLength(0) - }) - - console.log('\n🛡️ React automatic escaping is working perfectly') - }) -}) - -export {} diff --git a/web/__tests__/xss-prevention.test.tsx b/web/__tests__/xss-prevention.test.tsx new file mode 100644 index 0000000000..064c6e08de --- /dev/null +++ b/web/__tests__/xss-prevention.test.tsx @@ -0,0 +1,76 @@ +/** + * XSS Prevention Test Suite + * + * This test verifies that the XSS vulnerabilities in block-input and support-var-input + * components have been properly fixed by replacing dangerouslySetInnerHTML with safe React rendering. + */ + +import React from 'react' +import { cleanup, render } from '@testing-library/react' +import '@testing-library/jest-dom' +import BlockInput from '../app/components/base/block-input' +import SupportVarInput from '../app/components/workflow/nodes/_base/components/support-var-input' + +// Mock styles +jest.mock('../app/components/app/configuration/base/var-highlight/style.module.css', () => ({ + item: 'mock-item-class', +})) + +describe('XSS Prevention - Block Input and Support Var Input Security', () => { + afterEach(() => { + cleanup() + }) + + describe('BlockInput Component Security', () => { + it('should safely render malicious variable names without executing scripts', () => { + const testInput = 'user@test.com{{}}' + const { container } = render() + + const scriptElements = container.querySelectorAll('script') + expect(scriptElements).toHaveLength(0) + + const textContent = container.textContent + expect(textContent).toContain(''} + const { container } = render() + + const spanElement = container.querySelector('span') + const scriptElements = container.querySelectorAll('script') + + expect(spanElement?.textContent).toBe('') + expect(scriptElements).toHaveLength(0) + }) + }) +}) + +export {} diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/__tests__/svg-attribute-error-reproduction.spec.tsx b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/__tests__/svg-attribute-error-reproduction.spec.tsx index a3281be8eb..b1e915b2bf 100644 --- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/__tests__/svg-attribute-error-reproduction.spec.tsx +++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/__tests__/svg-attribute-error-reproduction.spec.tsx @@ -47,7 +47,7 @@ describe('SVG Attribute Error Reproduction', () => { console.log(` ${index + 1}. ${error.substring(0, 100)}...`) }) } - else { + else { console.log('No inkscape errors found in this render') } @@ -150,7 +150,7 @@ describe('SVG Attribute Error Reproduction', () => { if (problematicKeys.length > 0) console.log(`🚨 PROBLEM: Still found problematic attributes: ${problematicKeys.join(', ')}`) - else + else console.log('✅ No problematic attributes found after normalization') }) }) diff --git a/web/app/account/account-page/AvatarWithEdit.tsx b/web/app/account/(commonLayout)/account-page/AvatarWithEdit.tsx similarity index 99% rename from web/app/account/account-page/AvatarWithEdit.tsx rename to web/app/account/(commonLayout)/account-page/AvatarWithEdit.tsx index 0408d2ee34..5890c2ea92 100644 --- a/web/app/account/account-page/AvatarWithEdit.tsx +++ b/web/app/account/(commonLayout)/account-page/AvatarWithEdit.tsx @@ -106,7 +106,7 @@ const AvatarWithEdit = ({ onSave, ...props }: AvatarWithEditProps) => { onClick={() => { if (hoverArea === 'right' && !onAvatarError) setIsShowDeleteConfirm(true) - else + else setIsShowAvatarPicker(true) }} onMouseMove={(e) => { diff --git a/web/app/account/account-page/email-change-modal.tsx b/web/app/account/(commonLayout)/account-page/email-change-modal.tsx similarity index 100% rename from web/app/account/account-page/email-change-modal.tsx rename to web/app/account/(commonLayout)/account-page/email-change-modal.tsx diff --git a/web/app/account/account-page/index.tsx b/web/app/account/(commonLayout)/account-page/index.tsx similarity index 100% rename from web/app/account/account-page/index.tsx rename to web/app/account/(commonLayout)/account-page/index.tsx diff --git a/web/app/account/avatar.tsx b/web/app/account/(commonLayout)/avatar.tsx similarity index 100% rename from web/app/account/avatar.tsx rename to web/app/account/(commonLayout)/avatar.tsx diff --git a/web/app/account/delete-account/components/check-email.tsx b/web/app/account/(commonLayout)/delete-account/components/check-email.tsx similarity index 100% rename from web/app/account/delete-account/components/check-email.tsx rename to web/app/account/(commonLayout)/delete-account/components/check-email.tsx diff --git a/web/app/account/delete-account/components/feed-back.tsx b/web/app/account/(commonLayout)/delete-account/components/feed-back.tsx similarity index 100% rename from web/app/account/delete-account/components/feed-back.tsx rename to web/app/account/(commonLayout)/delete-account/components/feed-back.tsx diff --git a/web/app/account/delete-account/components/verify-email.tsx b/web/app/account/(commonLayout)/delete-account/components/verify-email.tsx similarity index 100% rename from web/app/account/delete-account/components/verify-email.tsx rename to web/app/account/(commonLayout)/delete-account/components/verify-email.tsx diff --git a/web/app/account/delete-account/index.tsx b/web/app/account/(commonLayout)/delete-account/index.tsx similarity index 100% rename from web/app/account/delete-account/index.tsx rename to web/app/account/(commonLayout)/delete-account/index.tsx diff --git a/web/app/account/delete-account/state.tsx b/web/app/account/(commonLayout)/delete-account/state.tsx similarity index 100% rename from web/app/account/delete-account/state.tsx rename to web/app/account/(commonLayout)/delete-account/state.tsx diff --git a/web/app/account/header.tsx b/web/app/account/(commonLayout)/header.tsx similarity index 97% rename from web/app/account/header.tsx rename to web/app/account/(commonLayout)/header.tsx index af09ca1c9c..ce804055b5 100644 --- a/web/app/account/header.tsx +++ b/web/app/account/(commonLayout)/header.tsx @@ -2,11 +2,11 @@ import { useTranslation } from 'react-i18next' import { RiArrowRightUpLine, RiRobot2Line } from '@remixicon/react' import { useRouter } from 'next/navigation' -import Button from '../components/base/button' -import Avatar from './avatar' +import Button from '@/app/components/base/button' import DifyLogo from '@/app/components/base/logo/dify-logo' import { useCallback } from 'react' import { useGlobalPublicStore } from '@/context/global-public-context' +import Avatar from './avatar' const Header = () => { const { t } = useTranslation() diff --git a/web/app/account/layout.tsx b/web/app/account/(commonLayout)/layout.tsx similarity index 100% rename from web/app/account/layout.tsx rename to web/app/account/(commonLayout)/layout.tsx diff --git a/web/app/account/page.tsx b/web/app/account/(commonLayout)/page.tsx similarity index 100% rename from web/app/account/page.tsx rename to web/app/account/(commonLayout)/page.tsx diff --git a/web/app/account/oauth/authorize/layout.tsx b/web/app/account/oauth/authorize/layout.tsx new file mode 100644 index 0000000000..078d23114a --- /dev/null +++ b/web/app/account/oauth/authorize/layout.tsx @@ -0,0 +1,37 @@ +'use client' +import Header from '@/app/signin/_header' + +import cn from '@/utils/classnames' +import { useGlobalPublicStore } from '@/context/global-public-context' +import useDocumentTitle from '@/hooks/use-document-title' +import { AppContextProvider } from '@/context/app-context' +import { useMemo } from 'react' + +export default function SignInLayout({ children }: any) { + const { systemFeatures } = useGlobalPublicStore() + useDocumentTitle('') + const isLoggedIn = useMemo(() => { + try { + return Boolean(localStorage.getItem('console_token') && localStorage.getItem('refresh_token')) + } + catch { return false } + }, []) + return <> +
+
+
+
+
+ {isLoggedIn ? + {children} + + : children} +
+
+ {systemFeatures.branding.enabled === false &&
+ © {new Date().getFullYear()} LangGenius, Inc. All rights reserved. +
} +
+
+ +} diff --git a/web/app/account/oauth/authorize/page.tsx b/web/app/account/oauth/authorize/page.tsx new file mode 100644 index 0000000000..6ad63996ae --- /dev/null +++ b/web/app/account/oauth/authorize/page.tsx @@ -0,0 +1,205 @@ +'use client' + +import React, { useEffect, useMemo, useRef } from 'react' +import { useTranslation } from 'react-i18next' +import { useRouter, useSearchParams } from 'next/navigation' +import Button from '@/app/components/base/button' +import Avatar from '@/app/components/base/avatar' +import Loading from '@/app/components/base/loading' +import Toast from '@/app/components/base/toast' +import { useLanguage } from '@/app/components/header/account-setting/model-provider-page/hooks' +import { useAppContext } from '@/context/app-context' +import { useAuthorizeOAuthApp, useOAuthAppInfo } from '@/service/use-oauth' +import { + RiAccountCircleLine, + RiGlobalLine, + RiInfoCardLine, + RiMailLine, + RiTranslate2, +} from '@remixicon/react' +import dayjs from 'dayjs' + +export const OAUTH_AUTHORIZE_PENDING_KEY = 'oauth_authorize_pending' +export const REDIRECT_URL_KEY = 'oauth_redirect_url' + +const OAUTH_AUTHORIZE_PENDING_TTL = 60 * 3 + +function setItemWithExpiry(key: string, value: string, ttl: number) { + const item = { + value, + expiry: dayjs().add(ttl, 'seconds').unix(), + } + localStorage.setItem(key, JSON.stringify(item)) +} + +function buildReturnUrl(pathname: string, search: string) { + try { + const base = `${globalThis.location.origin}${pathname}${search}` + return base + } + catch { + return pathname + search + } +} + +export default function OAuthAuthorize() { + const { t } = useTranslation() + + const SCOPE_INFO_MAP: Record, label: string }> = { + 'read:name': { + icon: RiInfoCardLine, + label: t('oauth.scopes.name'), + }, + 'read:email': { + icon: RiMailLine, + label: t('oauth.scopes.email'), + }, + 'read:avatar': { + icon: RiAccountCircleLine, + label: t('oauth.scopes.avatar'), + }, + 'read:interface_language': { + icon: RiTranslate2, + label: t('oauth.scopes.languagePreference'), + }, + 'read:timezone': { + icon: RiGlobalLine, + label: t('oauth.scopes.timezone'), + }, + } + + const router = useRouter() + const language = useLanguage() + const searchParams = useSearchParams() + const client_id = decodeURIComponent(searchParams.get('client_id') || '') + const redirect_uri = decodeURIComponent(searchParams.get('redirect_uri') || '') + const { userProfile } = useAppContext() + const { data: authAppInfo, isLoading, isError } = useOAuthAppInfo(client_id, redirect_uri) + const { mutateAsync: authorize, isPending: authorizing } = useAuthorizeOAuthApp() + const hasNotifiedRef = useRef(false) + + const isLoggedIn = useMemo(() => { + try { + return Boolean(localStorage.getItem('console_token') && localStorage.getItem('refresh_token')) + } + catch { return false } + }, []) + + const onLoginSwitchClick = () => { + try { + const returnUrl = buildReturnUrl('/account/oauth/authorize', `?client_id=${encodeURIComponent(client_id)}&redirect_uri=${encodeURIComponent(redirect_uri)}`) + setItemWithExpiry(OAUTH_AUTHORIZE_PENDING_KEY, returnUrl, OAUTH_AUTHORIZE_PENDING_TTL) + router.push(`/signin?${REDIRECT_URL_KEY}=${encodeURIComponent(returnUrl)}`) + } + catch { + router.push('/signin') + } + } + + const onAuthorize = async () => { + if (!client_id || !redirect_uri) + return + try { + const { code } = await authorize({ client_id }) + const url = new URL(redirect_uri) + url.searchParams.set('code', code) + globalThis.location.href = url.toString() + } + catch (err: any) { + Toast.notify({ + type: 'error', + message: `${t('oauth.error.authorizeFailed')}: ${err.message}`, + }) + } + } + + useEffect(() => { + const invalidParams = !client_id || !redirect_uri + if ((invalidParams || isError) && !hasNotifiedRef.current) { + hasNotifiedRef.current = true + Toast.notify({ + type: 'error', + message: invalidParams ? t('oauth.error.invalidParams') : t('oauth.error.authAppInfoFetchFailed'), + duration: 0, + }) + } + }, [client_id, redirect_uri, isError]) + + if (isLoading) { + return ( +
+ +
+ ) + } + + return ( +
+ {authAppInfo?.app_icon && ( +
+ app icon +
+ )} + +
+
+ {isLoggedIn &&
{t('oauth.connect')}
} +
{authAppInfo?.app_label[language] || authAppInfo?.app_label?.en_US || t('oauth.unknownApp')}
+ {!isLoggedIn &&
{t('oauth.tips.notLoggedIn')}
} +
+
{isLoggedIn ? `${authAppInfo?.app_label[language] || authAppInfo?.app_label?.en_US || t('oauth.unknownApp')} ${t('oauth.tips.loggedIn')}` : t('oauth.tips.needLogin')}
+
+ + {isLoggedIn && userProfile && ( +
+
+ +
+
{userProfile.name}
+
{userProfile.email}
+
+
+ +
+ )} + + {isLoggedIn && Boolean(authAppInfo?.scope) && ( +
+ {authAppInfo!.scope.split(/\s+/).filter(Boolean).map((scope: string) => { + const Icon = SCOPE_INFO_MAP[scope] + return ( +
+ {Icon ? : } + {Icon.label} +
+ ) + })} +
+ )} + +
+ {!isLoggedIn ? ( + + ) : ( + <> + + + + )} +
+
+ + + + + + + + + + +
+
{t('oauth.tips.common')}
+
+ ) +} diff --git a/web/app/components/app-sidebar/basic.tsx b/web/app/components/app-sidebar/basic.tsx index 00357d6c27..77a965c03e 100644 --- a/web/app/components/app-sidebar/basic.tsx +++ b/web/app/components/app-sidebar/basic.tsx @@ -45,8 +45,8 @@ const ICON_MAP = { , dataset: , webapp:
- -
, + + , notion: , } diff --git a/web/app/components/app-sidebar/index.tsx b/web/app/components/app-sidebar/index.tsx index c3ff45d6a6..c60aa26f5d 100644 --- a/web/app/components/app-sidebar/index.tsx +++ b/web/app/components/app-sidebar/index.tsx @@ -62,12 +62,12 @@ const AppDetailNav = ({ title, desc, isExternal, icon, icon_background, navigati }, [appSidebarExpand, setAppSiderbarExpand]) if (inWorkflowCanvas && hideHeader) { - return ( + return (
) -} + } return (
{ })) }) - describe('Issue #1: Toggle Button Position Movement - FIXED', () => { + describe('Issue #1: Toggle Button Position Movement - FIXED', () => { it('should verify consistent padding prevents button position shift', () => { let expanded = false const handleToggle = () => { diff --git a/web/app/components/app/annotation/index.tsx b/web/app/components/app/annotation/index.tsx index bb2a95b0b5..afa8732701 100644 --- a/web/app/components/app/annotation/index.tsx +++ b/web/app/components/app/annotation/index.tsx @@ -84,7 +84,7 @@ const Annotation: FC = (props) => { setList(data as AnnotationItem[]) setTotal(total) } - finally { + finally { setIsLoading(false) } } diff --git a/web/app/components/app/configuration/base/var-highlight/index.tsx b/web/app/components/app/configuration/base/var-highlight/index.tsx index 1900dd5be6..2d8fc2dcb4 100644 --- a/web/app/components/app/configuration/base/var-highlight/index.tsx +++ b/web/app/components/app/configuration/base/var-highlight/index.tsx @@ -16,19 +16,26 @@ const VarHighlight: FC = ({ return (
- {'{{'} - {name} - {'}}'} + {'{{'}{name}{'}}'}
) } +// DEPRECATED: This function is vulnerable to XSS attacks and should not be used +// Use the VarHighlight React component instead export const varHighlightHTML = ({ name, className = '' }: IVarHighlightProps) => { + const escapedName = name + .replace(/&/g, '&') + .replace(//g, '>') + .replace(/"/g, '"') + .replace(/'/g, ''') + const html = `
{{ - ${name} + ${escapedName} }}
` return html diff --git a/web/app/components/app/configuration/config-var/config-modal/config.ts b/web/app/components/app/configuration/config-var/config-modal/config.ts new file mode 100644 index 0000000000..0de8f79302 --- /dev/null +++ b/web/app/components/app/configuration/config-var/config-modal/config.ts @@ -0,0 +1,24 @@ +export const jsonObjectWrap = { + type: 'object', + properties: {}, + required: [], + additionalProperties: true, +} + +export const jsonConfigPlaceHolder = JSON.stringify( + { + foo: { + type: 'string', + }, + bar: { + type: 'object', + properties: { + sub: { + type: 'number', + }, + }, + required: [], + additionalProperties: true, + }, + }, null, 2, +) diff --git a/web/app/components/app/configuration/config-var/config-modal/field.tsx b/web/app/components/app/configuration/config-var/config-modal/field.tsx index 78bd2d9f72..b24e0be6ce 100644 --- a/web/app/components/app/configuration/config-var/config-modal/field.tsx +++ b/web/app/components/app/configuration/config-var/config-modal/field.tsx @@ -2,21 +2,28 @@ import type { FC } from 'react' import React from 'react' import cn from '@/utils/classnames' +import { useTranslation } from 'react-i18next' type Props = { className?: string title: string + isOptional?: boolean children: React.JSX.Element } const Field: FC = ({ className, title, + isOptional, children, }) => { + const { t } = useTranslation() return (
-
{title}
+
+ {title} + {isOptional && ({t('appDebug.variableConfig.optional')})} +
{children}
) diff --git a/web/app/components/app/configuration/config-var/config-modal/index.tsx b/web/app/components/app/configuration/config-var/config-modal/index.tsx index 4ba451452c..cecc076fe7 100644 --- a/web/app/components/app/configuration/config-var/config-modal/index.tsx +++ b/web/app/components/app/configuration/config-var/config-modal/index.tsx @@ -1,13 +1,12 @@ 'use client' import type { ChangeEvent, FC } from 'react' -import React, { useCallback, useEffect, useRef, useState } from 'react' +import React, { useCallback, useEffect, useMemo, useRef, useState } from 'react' import { useTranslation } from 'react-i18next' import { useContext } from 'use-context-selector' import produce from 'immer' import ModalFoot from '../modal-foot' import ConfigSelect from '../config-select' import ConfigString from '../config-string' -import SelectTypeItem from '../select-type-item' import Field from './field' import Input from '@/app/components/base/input' import Toast from '@/app/components/base/toast' @@ -20,7 +19,13 @@ import FileUploadSetting from '@/app/components/workflow/nodes/_base/components/ import Checkbox from '@/app/components/base/checkbox' import { DEFAULT_FILE_UPLOAD_SETTING } from '@/app/components/workflow/constants' import { DEFAULT_VALUE_MAX_LEN } from '@/config' +import type { Item as SelectItem } from './type-select' +import TypeSelector from './type-select' import { SimpleSelect } from '@/app/components/base/select' +import CodeEditor from '@/app/components/workflow/nodes/_base/components/editor/code-editor' +import { CodeLanguage } from '@/app/components/workflow/nodes/code/types' +import { jsonConfigPlaceHolder, jsonObjectWrap } from './config' +import { useStore as useAppStore } from '@/app/components/app/store' import Textarea from '@/app/components/base/textarea' import { FileUploaderInAttachmentWrapper } from '@/app/components/base/file-uploader' import { TransferMethod } from '@/types/app' @@ -51,6 +56,20 @@ const ConfigModal: FC = ({ const [tempPayload, setTempPayload] = useState(payload || getNewVarInWorkflow('') as any) const { type, label, variable, options, max_length } = tempPayload const modalRef = useRef(null) + const appDetail = useAppStore(state => state.appDetail) + const isBasicApp = appDetail?.mode !== 'advanced-chat' && appDetail?.mode !== 'workflow' + const isSupportJSON = false + const jsonSchemaStr = useMemo(() => { + const isJsonObject = type === InputVarType.jsonObject + if (!isJsonObject || !tempPayload.json_schema) + return '' + try { + return JSON.stringify(JSON.parse(tempPayload.json_schema).properties, null, 2) + } + catch (_e) { + return '' + } + }, [tempPayload.json_schema]) useEffect(() => { // To fix the first input element auto focus, then directly close modal will raise error if (isShow) @@ -82,25 +101,74 @@ const ConfigModal: FC = ({ } }, []) - const handleTypeChange = useCallback((type: InputVarType) => { - return () => { - const newPayload = produce(tempPayload, (draft) => { - draft.type = type - // Clear default value when switching types - draft.default = undefined - if ([InputVarType.singleFile, InputVarType.multiFiles].includes(type)) { - (Object.keys(DEFAULT_FILE_UPLOAD_SETTING)).forEach((key) => { - if (key !== 'max_length') - (draft as any)[key] = (DEFAULT_FILE_UPLOAD_SETTING as any)[key] - }) - if (type === InputVarType.multiFiles) - draft.max_length = DEFAULT_FILE_UPLOAD_SETTING.max_length - } - if (type === InputVarType.paragraph) - draft.max_length = DEFAULT_VALUE_MAX_LEN - }) - setTempPayload(newPayload) + const handleJSONSchemaChange = useCallback((value: string) => { + try { + const v = JSON.parse(value) + const res = { + ...jsonObjectWrap, + properties: v, + } + handlePayloadChange('json_schema')(JSON.stringify(res, null, 2)) } + catch (_e) { + return null + } + }, [handlePayloadChange]) + + const selectOptions: SelectItem[] = [ + { + name: t('appDebug.variableConfig.text-input'), + value: InputVarType.textInput, + }, + { + name: t('appDebug.variableConfig.paragraph'), + value: InputVarType.paragraph, + }, + { + name: t('appDebug.variableConfig.select'), + value: InputVarType.select, + }, + { + name: t('appDebug.variableConfig.number'), + value: InputVarType.number, + }, + { + name: t('appDebug.variableConfig.checkbox'), + value: InputVarType.checkbox, + }, + ...(supportFile ? [ + { + name: t('appDebug.variableConfig.single-file'), + value: InputVarType.singleFile, + }, + { + name: t('appDebug.variableConfig.multi-files'), + value: InputVarType.multiFiles, + }, + ] : []), + ...((!isBasicApp && isSupportJSON) ? [{ + name: t('appDebug.variableConfig.json'), + value: InputVarType.jsonObject, + }] : []), + ] + + const handleTypeChange = useCallback((item: SelectItem) => { + const type = item.value as InputVarType + + const newPayload = produce(tempPayload, (draft) => { + draft.type = type + if ([InputVarType.singleFile, InputVarType.multiFiles].includes(type)) { + (Object.keys(DEFAULT_FILE_UPLOAD_SETTING)).forEach((key) => { + if (key !== 'max_length') + (draft as any)[key] = (DEFAULT_FILE_UPLOAD_SETTING as any)[key] + }) + if (type === InputVarType.multiFiles) + draft.max_length = DEFAULT_FILE_UPLOAD_SETTING.max_length + } + if (type === InputVarType.paragraph) + draft.max_length = DEFAULT_VALUE_MAX_LEN + }) + setTempPayload(newPayload) }, [tempPayload]) const handleVarKeyBlur = useCallback((e: any) => { @@ -142,15 +210,6 @@ const ConfigModal: FC = ({ if (!isVariableNameValid) return - // TODO: check if key already exists. should the consider the edit case - // if (varKeys.map(key => key?.trim()).includes(tempPayload.variable.trim())) { - // Toast.notify({ - // type: 'error', - // message: t('appDebug.varKeyError.keyAlreadyExists', { key: tempPayload.variable }), - // }) - // return - // } - if (!tempPayload.label) { Toast.notify({ type: 'error', message: t('appDebug.variableConfig.errorMsg.labelNameRequired') }) return @@ -204,18 +263,8 @@ const ConfigModal: FC = ({ >
- -
- - - - - {supportFile && <> - - - } -
+ @@ -330,6 +379,21 @@ const ConfigModal: FC = ({ )} + {type === InputVarType.jsonObject && ( + + {jsonConfigPlaceHolder}
+ } + /> + + )} +
handlePayloadChange('required')(!tempPayload.required)} /> {t('appDebug.variableConfig.required')} diff --git a/web/app/components/app/configuration/config-var/config-modal/type-select.tsx b/web/app/components/app/configuration/config-var/config-modal/type-select.tsx new file mode 100644 index 0000000000..beb7b03e37 --- /dev/null +++ b/web/app/components/app/configuration/config-var/config-modal/type-select.tsx @@ -0,0 +1,97 @@ +'use client' +import type { FC } from 'react' +import React, { useState } from 'react' +import { ChevronDownIcon } from '@heroicons/react/20/solid' +import classNames from '@/utils/classnames' +import { + PortalToFollowElem, + PortalToFollowElemContent, + PortalToFollowElemTrigger, +} from '@/app/components/base/portal-to-follow-elem' +import InputVarTypeIcon from '@/app/components/workflow/nodes/_base/components/input-var-type-icon' +import type { InputVarType } from '@/app/components/workflow/types' +import cn from '@/utils/classnames' +import Badge from '@/app/components/base/badge' +import { inputVarTypeToVarType } from '@/app/components/workflow/nodes/_base/components/variable/utils' + +export type Item = { + value: InputVarType + name: string +} + +type Props = { + value: string | number + onSelect: (value: Item) => void + items: Item[] + popupClassName?: string + popupInnerClassName?: string + readonly?: boolean + hideChecked?: boolean +} +const TypeSelector: FC = ({ + value, + onSelect, + items, + popupInnerClassName, + readonly, +}) => { + const [open, setOpen] = useState(false) + const selectedItem = value ? items.find(item => item.value === value) : undefined + + return ( + + !readonly && setOpen(v => !v)} className='w-full'> +
+
+ + + {selectedItem?.name} + +
+
+ {inputVarTypeToVarType(selectedItem?.value as InputVarType)} + +
+
+ + + +
+ {items.map((item: Item) => ( +
{ + onSelect(item) + setOpen(false) + }} + > +
+ + {item.name} +
+ {inputVarTypeToVarType(item.value)} +
+ ))} +
+ + + ) +} + +export default TypeSelector diff --git a/web/app/components/app/configuration/config-var/index.tsx b/web/app/components/app/configuration/config-var/index.tsx index 612d47603c..2ac68227e3 100644 --- a/web/app/components/app/configuration/config-var/index.tsx +++ b/web/app/components/app/configuration/config-var/index.tsx @@ -12,7 +12,7 @@ import SelectVarType from './select-var-type' import Tooltip from '@/app/components/base/tooltip' import type { PromptVariable } from '@/models/debug' import { DEFAULT_VALUE_MAX_LEN } from '@/config' -import { getNewVar } from '@/utils/var' +import { getNewVar, hasDuplicateStr } from '@/utils/var' import Toast from '@/app/components/base/toast' import Confirm from '@/app/components/base/confirm' import ConfigContext from '@/context/debug-configuration' @@ -80,7 +80,28 @@ const ConfigVar: FC = ({ promptVariables, readonly, onPromptVar delete draft[currIndex].options }) + const newList = newPromptVariables + let errorMsgKey = '' + let typeName = '' + if (hasDuplicateStr(newList.map(item => item.key))) { + errorMsgKey = 'appDebug.varKeyError.keyAlreadyExists' + typeName = 'appDebug.variableConfig.varName' + } + else if (hasDuplicateStr(newList.map(item => item.name as string))) { + errorMsgKey = 'appDebug.varKeyError.keyAlreadyExists' + typeName = 'appDebug.variableConfig.labelName' + } + + if (errorMsgKey) { + Toast.notify({ + type: 'error', + message: t(errorMsgKey, { key: t(typeName) }), + }) + return false + } + onPromptVariablesChange?.(newPromptVariables) + return true } const { setShowExternalDataToolModal } = useModalContext() @@ -190,7 +211,7 @@ const ConfigVar: FC = ({ promptVariables, readonly, onPromptVar const handleConfig = ({ key, type, index, name, config, icon, icon_background }: ExternalDataToolParams) => { // setCurrKey(key) setCurrIndex(index) - if (type !== 'string' && type !== 'paragraph' && type !== 'select' && type !== 'number') { + if (type !== 'string' && type !== 'paragraph' && type !== 'select' && type !== 'number' && type !== 'checkbox') { handleOpenExternalDataToolModal({ key, type, index, name, config, icon, icon_background }, promptVariables) return } @@ -245,7 +266,8 @@ const ConfigVar: FC = ({ promptVariables, readonly, onPromptVar isShow={isShowEditModal} onClose={hideEditModal} onConfirm={(item) => { - updatePromptVariableItem(item) + const isValid = updatePromptVariableItem(item) + if (!isValid) return hideEditModal() }} varKeys={promptVariables.map(v => v.key)} diff --git a/web/app/components/app/configuration/config-var/select-var-type.tsx b/web/app/components/app/configuration/config-var/select-var-type.tsx index ce5a5fccf1..2977f05d9d 100644 --- a/web/app/components/app/configuration/config-var/select-var-type.tsx +++ b/web/app/components/app/configuration/config-var/select-var-type.tsx @@ -65,6 +65,7 @@ const SelectVarType: FC = ({ +
diff --git a/web/app/components/app/configuration/config/agent/agent-tools/setting-built-in-tool.tsx b/web/app/components/app/configuration/config/agent/agent-tools/setting-built-in-tool.tsx index dad5441a54..62bd57c5d1 100644 --- a/web/app/components/app/configuration/config/agent/agent-tools/setting-built-in-tool.tsx +++ b/web/app/components/app/configuration/config/agent/agent-tools/setting-built-in-tool.tsx @@ -120,6 +120,8 @@ const SettingBuiltInTool: FC = ({ return t('tools.setBuiltInTools.number') if (type === 'text-input') return t('tools.setBuiltInTools.string') + if (type === 'checkbox') + return 'boolean' if (type === 'file') return t('tools.setBuiltInTools.file') return type diff --git a/web/app/components/app/configuration/config/automatic/get-automatic-res.tsx b/web/app/components/app/configuration/config/automatic/get-automatic-res.tsx index 31f81d274d..e6b6c83846 100644 --- a/web/app/components/app/configuration/config/automatic/get-automatic-res.tsx +++ b/web/app/components/app/configuration/config/automatic/get-automatic-res.tsx @@ -18,7 +18,7 @@ import s from './style.module.css' import Modal from '@/app/components/base/modal' import Button from '@/app/components/base/button' import Toast from '@/app/components/base/toast' -import { generateBasicAppFistTimeRule, generateRule } from '@/service/debug' +import { generateBasicAppFirstTimeRule, generateRule } from '@/service/debug' import type { CompletionParams, Model } from '@/types/app' import type { AppType } from '@/types/app' import Loading from '@/app/components/base/loading' @@ -226,7 +226,7 @@ const GetAutomaticRes: FC = ({ let apiRes: GenRes let hasError = false if (isBasicMode || !currentPrompt) { - const { error, ...res } = await generateBasicAppFistTimeRule({ + const { error, ...res } = await generateBasicAppFirstTimeRule({ instruction, model_config: model, no_variable: false, diff --git a/web/app/components/app/configuration/dataset-config/params-config/config-content.tsx b/web/app/components/app/configuration/dataset-config/params-config/config-content.tsx index 86025f68fa..cb61b927bc 100644 --- a/web/app/components/app/configuration/dataset-config/params-config/config-content.tsx +++ b/web/app/components/app/configuration/dataset-config/params-config/config-content.tsx @@ -175,7 +175,6 @@ const ConfigContent: FC = ({ ...datasetConfigs, reranking_enable: enable, }) - // eslint-disable-next-line react-hooks/exhaustive-deps }, [currentRerankModel, datasetConfigs, onChange]) return ( diff --git a/web/app/components/app/configuration/debug/chat-user-input.tsx b/web/app/components/app/configuration/debug/chat-user-input.tsx index fb4ac31d90..b1161de075 100644 --- a/web/app/components/app/configuration/debug/chat-user-input.tsx +++ b/web/app/components/app/configuration/debug/chat-user-input.tsx @@ -8,6 +8,7 @@ import Textarea from '@/app/components/base/textarea' import { DEFAULT_VALUE_MAX_LEN } from '@/config' import type { Inputs } from '@/models/debug' import cn from '@/utils/classnames' +import BoolInput from '@/app/components/workflow/nodes/_base/components/before-run-form/bool-input' type Props = { inputs: Inputs @@ -31,7 +32,7 @@ const ChatUserInput = ({ return obj })() - const handleInputValueChange = (key: string, value: string) => { + const handleInputValueChange = (key: string, value: string | boolean) => { if (!(key in promptVariableObj)) return @@ -55,10 +56,12 @@ const ChatUserInput = ({ className='mb-4 last-of-type:mb-0' >
-
-
{name || key}
- {!required && {t('workflow.panel.optional')}} -
+ {type !== 'checkbox' && ( +
+
{name || key}
+ {!required && {t('workflow.panel.optional')}} +
+ )}
{type === 'string' && ( )} + {type === 'checkbox' && ( + { handleInputValueChange(key, value) }} + /> + )}
diff --git a/web/app/components/app/configuration/debug/index.tsx b/web/app/components/app/configuration/debug/index.tsx index 38b0c890e2..9a50d1b872 100644 --- a/web/app/components/app/configuration/debug/index.tsx +++ b/web/app/components/app/configuration/debug/index.tsx @@ -34,7 +34,7 @@ import { RefreshCcw01 } from '@/app/components/base/icons/src/vender/line/arrows import TooltipPlus from '@/app/components/base/tooltip' import ActionButton, { ActionButtonState } from '@/app/components/base/action-button' import type { ModelConfig as BackendModelConfig, VisionFile, VisionSettings } from '@/types/app' -import { promptVariablesToUserInputsForm } from '@/utils/model-config' +import { formatBooleanInputs, promptVariablesToUserInputsForm } from '@/utils/model-config' import TextGeneration from '@/app/components/app/text-generate/item' import { IS_CE_EDITION } from '@/config' import type { Inputs } from '@/models/debug' @@ -259,7 +259,7 @@ const Debug: FC = ({ } const data: Record = { - inputs, + inputs: formatBooleanInputs(modelConfig.configs.prompt_variables, inputs), model_config: postModelConfig, } diff --git a/web/app/components/app/configuration/index.tsx b/web/app/components/app/configuration/index.tsx index 42affb0552..512f57bccf 100644 --- a/web/app/components/app/configuration/index.tsx +++ b/web/app/components/app/configuration/index.tsx @@ -60,7 +60,6 @@ import { useModelListAndDefaultModelAndCurrentProviderAndModel, useTextGenerationCurrentProviderAndModelAndModelList, } from '@/app/components/header/account-setting/model-provider-page/hooks' -import { fetchCollectionList } from '@/service/tools' import type { Collection } from '@/app/components/tools/types' import { useStore as useAppStore } from '@/app/components/app/store' import { @@ -82,6 +81,7 @@ import { supportFunctionCall } from '@/utils/tool-call' import { MittProvider } from '@/context/mitt-context' import { fetchAndMergeValidCompletionParams } from '@/utils/completion-params' import Toast from '@/app/components/base/toast' +import { fetchCollectionList } from '@/service/tools' import { useAppContext } from '@/context/app-context' type PublishConfig = { diff --git a/web/app/components/app/configuration/prompt-value-panel/index.tsx b/web/app/components/app/configuration/prompt-value-panel/index.tsx index b36bf8848a..e88268ba40 100644 --- a/web/app/components/app/configuration/prompt-value-panel/index.tsx +++ b/web/app/components/app/configuration/prompt-value-panel/index.tsx @@ -22,6 +22,7 @@ import type { VisionFile, VisionSettings } from '@/types/app' import { DEFAULT_VALUE_MAX_LEN } from '@/config' import { useStore as useAppStore } from '@/app/components/app/store' import cn from '@/utils/classnames' +import BoolInput from '@/app/components/workflow/nodes/_base/components/before-run-form/bool-input' export type IPromptValuePanelProps = { appType: AppType @@ -66,7 +67,7 @@ const PromptValuePanel: FC = ({ else { return !modelConfig.configs.prompt_template } }, [chatPromptConfig.prompt, completionPromptConfig.prompt?.text, isAdvancedMode, mode, modelConfig.configs.prompt_template, modelModeType]) - const handleInputValueChange = (key: string, value: string) => { + const handleInputValueChange = (key: string, value: string | boolean) => { if (!(key in promptVariableObj)) return @@ -109,10 +110,12 @@ const PromptValuePanel: FC = ({ className='mb-4 last-of-type:mb-0' >
-
-
{name || key}
- {!required && {t('workflow.panel.optional')}} -
+ {type !== 'checkbox' && ( +
+
{name || key}
+ {!required && {t('workflow.panel.optional')}} +
+ )}
{type === 'string' && ( = ({ maxLength={max_length || DEFAULT_VALUE_MAX_LEN} /> )} + {type === 'checkbox' && ( + { handleInputValueChange(key, value) }} + /> + )}
diff --git a/web/app/components/app/log/list.tsx b/web/app/components/app/log/list.tsx index 67b8065745..b73d1f19de 100644 --- a/web/app/components/app/log/list.tsx +++ b/web/app/components/app/log/list.tsx @@ -112,72 +112,72 @@ const getFormattedChatList = (messages: ChatMessage[], conversationId: string, t const newChatList: IChatItem[] = [] try { messages.forEach((item: ChatMessage) => { - const questionFiles = item.message_files?.filter((file: any) => file.belongs_to === 'user') || [] - newChatList.push({ - id: `question-${item.id}`, - content: item.inputs.query || item.inputs.default_input || item.query, // text generation: item.inputs.query; chat: item.query - isAnswer: false, - message_files: getProcessedFilesFromResponse(questionFiles.map((item: any) => ({ ...item, related_id: item.id }))), - parentMessageId: item.parent_message_id || undefined, - }) + const questionFiles = item.message_files?.filter((file: any) => file.belongs_to === 'user') || [] + newChatList.push({ + id: `question-${item.id}`, + content: item.inputs.query || item.inputs.default_input || item.query, // text generation: item.inputs.query; chat: item.query + isAnswer: false, + message_files: getProcessedFilesFromResponse(questionFiles.map((item: any) => ({ ...item, related_id: item.id }))), + parentMessageId: item.parent_message_id || undefined, + }) - const answerFiles = item.message_files?.filter((file: any) => file.belongs_to === 'assistant') || [] - newChatList.push({ - id: item.id, - content: item.answer, - agent_thoughts: addFileInfos(item.agent_thoughts ? sortAgentSorts(item.agent_thoughts) : item.agent_thoughts, item.message_files), - feedback: item.feedbacks.find(item => item.from_source === 'user'), // user feedback - adminFeedback: item.feedbacks.find(item => item.from_source === 'admin'), // admin feedback - feedbackDisabled: false, - isAnswer: true, - message_files: getProcessedFilesFromResponse(answerFiles.map((item: any) => ({ ...item, related_id: item.id }))), - log: [ - ...item.message, - ...(item.message[item.message.length - 1]?.role !== 'assistant' - ? [ - { - role: 'assistant', - text: item.answer, - files: item.message_files?.filter((file: any) => file.belongs_to === 'assistant') || [], - }, - ] - : []), - ] as IChatItem['log'], - workflow_run_id: item.workflow_run_id, - conversationId, - input: { - inputs: item.inputs, - query: item.query, - }, - more: { - time: dayjs.unix(item.created_at).tz(timezone).format(format), - tokens: item.answer_tokens + item.message_tokens, - latency: item.provider_response_latency.toFixed(2), - }, - citation: item.metadata?.retriever_resources, - annotation: (() => { - if (item.annotation_hit_history) { - return { - id: item.annotation_hit_history.annotation_id, - authorName: item.annotation_hit_history.annotation_create_account?.name || 'N/A', - created_at: item.annotation_hit_history.created_at, + const answerFiles = item.message_files?.filter((file: any) => file.belongs_to === 'assistant') || [] + newChatList.push({ + id: item.id, + content: item.answer, + agent_thoughts: addFileInfos(item.agent_thoughts ? sortAgentSorts(item.agent_thoughts) : item.agent_thoughts, item.message_files), + feedback: item.feedbacks.find(item => item.from_source === 'user'), // user feedback + adminFeedback: item.feedbacks.find(item => item.from_source === 'admin'), // admin feedback + feedbackDisabled: false, + isAnswer: true, + message_files: getProcessedFilesFromResponse(answerFiles.map((item: any) => ({ ...item, related_id: item.id }))), + log: [ + ...item.message, + ...(item.message[item.message.length - 1]?.role !== 'assistant' + ? [ + { + role: 'assistant', + text: item.answer, + files: item.message_files?.filter((file: any) => file.belongs_to === 'assistant') || [], + }, + ] + : []), + ] as IChatItem['log'], + workflow_run_id: item.workflow_run_id, + conversationId, + input: { + inputs: item.inputs, + query: item.query, + }, + more: { + time: dayjs.unix(item.created_at).tz(timezone).format(format), + tokens: item.answer_tokens + item.message_tokens, + latency: item.provider_response_latency.toFixed(2), + }, + citation: item.metadata?.retriever_resources, + annotation: (() => { + if (item.annotation_hit_history) { + return { + id: item.annotation_hit_history.annotation_id, + authorName: item.annotation_hit_history.annotation_create_account?.name || 'N/A', + created_at: item.annotation_hit_history.created_at, + } } - } - if (item.annotation) { - return { - id: item.annotation.id, - authorName: item.annotation.account.name, - logAnnotation: item.annotation, - created_at: 0, + if (item.annotation) { + return { + id: item.annotation.id, + authorName: item.annotation.account.name, + logAnnotation: item.annotation, + created_at: 0, + } } - } - return undefined - })(), - parentMessageId: `question-${item.id}`, + return undefined + })(), + parentMessageId: `question-${item.id}`, + }) }) - }) return newChatList } @@ -503,7 +503,7 @@ function DetailPanel({ detail, onFeedback }: IDetailPanel) { setThreadChatItems(getThreadMessages(tree, newAllChatItems.at(-1)?.id)) } - catch (error) { + catch (error) { console.error(error) setHasMore(false) } @@ -522,7 +522,7 @@ function DetailPanel({ detail, onFeedback }: IDetailPanel) { if (outerDiv && outerDiv.scrollHeight > outerDiv.clientHeight) { scrollContainer = outerDiv } - else if (scrollableDiv && scrollableDiv.scrollHeight > scrollableDiv.clientHeight) { + else if (scrollableDiv && scrollableDiv.scrollHeight > scrollableDiv.clientHeight) { scrollContainer = scrollableDiv } else if (chatContainer && chatContainer.scrollHeight > chatContainer.clientHeight) { diff --git a/web/app/components/app/overview/app-card.tsx b/web/app/components/app/overview/app-card.tsx index 02fd779df6..c6df0ebfd9 100644 --- a/web/app/components/app/overview/app-card.tsx +++ b/web/app/components/app/overview/app-card.tsx @@ -167,7 +167,7 @@ function AppCard({ setAppDetail(res) setShowAccessControl(false) } - catch (error) { + catch (error) { console.error('Failed to fetch app detail:', error) } }, [appDetail, setAppDetail]) @@ -311,7 +311,7 @@ function AppCard({ >
-
{op.opName}
+
{op.opName}
diff --git a/web/app/components/app/overview/embedded/index.tsx b/web/app/components/app/overview/embedded/index.tsx index cd25c4ca65..6eba993e1d 100644 --- a/web/app/components/app/overview/embedded/index.tsx +++ b/web/app/components/app/overview/embedded/index.tsx @@ -40,12 +40,12 @@ const OPTION_MAP = { `