dify/api
dparkmit24 2c162109c5 test(agent): pin the colliding case and state why the rule is shaped this way
The occurrence selector tells a per-call list from a single call's list
value by length alone. One test pinned the side where that is
unambiguous -- a 3-element list against 2 calls, replayed whole. The side
that decides whether the rule is safe is the other one: a tool called n
times whose single stored value is a list of length n. That case was
decided by the rule and described by no test, so it read as an oversight
rather than a decision.

Pin it at both readers. The replay reader in base_agent_runner and the
display reader on MessageAgentThought each get a two-call record whose
one stored value is a two-element list, asserting that call 1 reads
element 0 and call 2 reads element 1 -- what the rule does today. The
name says what the case concedes rather than what it asserts.

The docstrings say why the asymmetry is tolerable. observation values
are always str: ToolEngine.agent_invoke is typed
-> tuple[str, list[str], ToolInvokeMeta] and both runners store element
0, so a list under a tool name is not a shape any writer produces and
the length check is defensive there. tool_input values are json.loads of
the model's arguments with no shape check, so a legacy list-valued input
is possible in principle, and that is the side the collision can reach.

The selector is defined twice, identically, because models/ importing
from core/agent/ is the worse layering trade and the reverse is odd.
Neither copy is in the wrong place, so each now names the other and says
the duplication is deliberate -- enough for a future editor to find both.

No behaviour change: the condition, the ordering and the fallback are
untouched.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-05 18:57:51 -07:00
..
.idea
.vscode feat: collaboration (#30781) 2026-04-16 02:21:04 +00:00
clients refactor: introduce agent working environment architecture (#39480) 2026-07-28 13:16:05 +00:00
commands refactor: centralize deployment edition in system features (#39454) 2026-07-24 07:15:02 +00:00
configs feat(workflow): support human input in loop and iteration (#39243) 2026-08-03 02:24:18 +00:00
constants feat(agent): support new Agent DSL import and export (#38849) 2026-07-15 02:02:14 +00:00
context chore(api): convert AppContext from ABC to Protocol (#37203) 2026-06-09 03:16:39 +00:00
contexts chore(api): align Python support with 3.12 (#34419) 2026-04-02 05:07:32 +00:00
controllers feat(agent): separate CLI file URL audiences (#39952) 2026-08-04 13:14:02 +00:00
core test(agent): pin the colliding case and state why the rule is shaped this way 2026-08-05 18:57:51 -07:00
dev chore: bump pyrefly version (#39876) 2026-08-03 05:59:01 +00:00
docker feat: create app init rbac scope to all and add workspace members. (#38636) 2026-07-10 09:31:41 +00:00
enterprise ci: add flag for linter (#37018) 2026-06-08 04:53:12 +00:00
enums refactor: centralize deployment edition in system features (#39454) 2026-07-24 07:15:02 +00:00
events feat: default plugins for new user (#39167) 2026-07-17 02:49:58 +00:00
extensions fix(api): bump OpenTelemetry to stop duplicate Flask context detach (#39921) 2026-08-04 02:17:53 +00:00
factories feat(workflow): support LLM environment variables (#39125) 2026-08-04 06:17:13 +00:00
fields fix(agent): expose feedback in agent logs (#39994) 2026-08-04 14:11:13 +00:00
libs chore: bump pyrefly version (#39876) 2026-08-03 05:59:01 +00:00
migrations feat(agent): make home snapshots optional and use backend defaults (#39702) 2026-07-29 02:01:12 +00:00
models test(agent): pin the colliding case and state why the rule is shaped this way 2026-08-05 18:57:51 -07:00
openapi/markdown fix(agent): expose feedback in agent logs (#39994) 2026-08-04 14:11:13 +00:00
providers chore(deps): bump the vdb group with 9 updates (#39911) 2026-08-04 03:40:41 +00:00
repositories fix: prevent hidden-tab collaboration leader from saving stale drafts (#38997) 2026-07-20 06:58:01 +00:00
schedule refactor: explicit DB session propagation across backend paths (#38559) 2026-07-15 06:48:28 +00:00
services fix(agent): show one log entry per call when a tool repeats in a turn 2026-08-05 09:47:17 -07:00
tasks docs: fix typos in api comments and prompt example (#39838) 2026-07-31 05:30:53 +00:00
templates feat: collaboration (#30781) 2026-04-16 02:21:04 +00:00
tests test(agent): pin the colliding case and state why the rule is shaped this way 2026-08-05 18:57:51 -07:00
.dockerignore
.env.example feat(workflow): support human input in loop and iteration (#39243) 2026-08-03 02:24:18 +00:00
.importlinter refactor(api): use standalone graphon package (#34209) 2026-03-27 21:05:32 +00:00
.ruff.toml chore: reorg imports (#35308) 2026-04-16 08:50:02 +00:00
AGENTS.md refactor(agents): simplify repository context (#39583) 2026-07-26 06:13:37 +00:00
app_factory.py fix: gate service API, MCP and trigger surfaces on enterprise license (#39635) 2026-07-27 08:23:15 +00:00
app.py perf(workflow-generator): parallelize node config generation (#38975) 2026-07-17 02:34:15 +00:00
celery_entrypoint.py chore(api): clean redundant type ignores (Fixes #24494) (#37358) 2026-06-12 03:56:56 +00:00
celery_healthcheck.py fix: lighten the health checks for the Worker and Worker Beat services, and disable them by default (#34572) 2026-04-06 02:26:26 +00:00
cnt_base.sh
conftest.py test(api): manage backend pytest services natively (#36235) 2026-05-19 07:52:15 +00:00
dify_app.py refactor(api): tighten login and wrapper typing (#34447) 2026-04-02 09:36:58 +00:00
Dockerfile chore: bump nltk from 3.9.4 to 3.10.0 in /api (#39503) 2026-07-28 08:19:15 +00:00
Dockerfile.dockerignore fix(api): fix incorrect docker build context (#37438) 2026-06-15 06:29:58 +00:00
gunicorn.conf.py chore(api): clean redundant type ignores (Fixes #24494) (#37358) 2026-06-12 03:56:56 +00:00
knowledge-fs-contract.lock.json feat(dataset): expose New RAG KnowledgeFS contracts (#39314) 2026-07-23 01:48:36 +00:00
pyproject.toml fix(api): bump OpenTelemetry to stop duplicate Flask context detach (#39921) 2026-08-04 02:17:53 +00:00
pyrefly-local-excludes.txt chore(api): Fix several typing errors (#37248) 2026-06-12 14:02:09 +00:00
pytest.ini chore: add pytest XML and branch coverage reports (#33730) 2026-03-19 17:08:34 +08:00
README.md chore: Remove pyright in favor of pyrefly (#36154) 2026-05-14 05:49:08 +00:00
uv.lock chore(deps): bump the vdb group with 9 updates (#39911) 2026-08-04 03:40:41 +00:00

Dify Backend API

Setup and Run

Important

In the v1.3.0 release, poetry has been replaced with uv as the package manager for Dify API backend service.

uv and pnpm are required to run the setup and development commands below.

The scripts resolve paths relative to their location, so you can run them from anywhere.

  1. Run setup (copies env files and installs dependencies).

    ./dev/setup
    
  2. Review api/.env, web/.env.local, and docker/middleware.env values (see the SECRET_KEY note below).

  3. Start middleware (PostgreSQL/Redis/Weaviate).

    ./dev/start-docker-compose
    
  4. Start backend (runs migrations first).

    ./dev/start-api
    
  5. Start Dify web service.

    ./dev/start-web
    

    ./dev/setup and ./dev/start-web install JavaScript dependencies through the repository root workspace, so you do not need a separate cd web && pnpm install step.

  6. Set up your application by visiting http://localhost:3000.

  7. Start the worker service (async and scheduler tasks, runs from api).

    ./dev/start-worker
    
  8. Optional: start Celery Beat (scheduled tasks).

    ./dev/start-beat
    

Environment notes

Important

When the frontend and backend run on different subdomains, set COOKIE_DOMAIN to the sites top-level domain (e.g., example.com). The frontend and backend must be under the same top-level domain in order to share authentication cookies.

  • Generate a SECRET_KEY in the .env file.

    bash for Linux

    sed -i "/^SECRET_KEY=/c\\SECRET_KEY=$(openssl rand -base64 42)" .env
    

    bash for Mac

    secret_key=$(openssl rand -base64 42)
    sed -i '' "/^SECRET_KEY=/c\\
    SECRET_KEY=${secret_key}" .env
    

Testing

  1. Install dependencies for both the backend and the test environment

    cd api
    uv sync --group dev
    
  2. Run the tests locally with mocked system environment variables in tool.pytest_env section in pyproject.toml, more can check Claude.md

    cd api
    uv run pytest                           # Run all tests
    uv run pytest tests/unit_tests/         # Unit tests only
    uv run pytest tests/integration_tests/  # Integration tests
    
    # Code quality
    ./dev/reformat               # Run all formatters and linters
    uv run ruff check --fix ./   # Fix linting issues
    uv run ruff format ./        # Format code
    uv run pyrefly check         # Type checking
    

Generate TS stub

uv run dev/generate_swagger_specs.py --output-dir openapi

use https://jsontotable.org/openapi-to-typescript to convert to typescript