Files
dify/api
crazywoola 02bcec2dca test: cover workflow-generate controller + build_tool_catalogue
Codecov's follow-up report (#issuecomment, head 5de8812) still flagged
two big gaps after the previous test backfill:

- api/core/workflow/generator/tool_catalogue.py at 47.76% — only the
  format helper was covered; ``build_tool_catalogue`` (the ToolManager
  iteration, plus the per-provider/per-tool resilience paths) was not.
- api/controllers/console/app/generator.py at 62.50% — the new
  WorkflowGenerateApi.post body and its 4-way error envelope mapping
  were untested.

New tests (+13 backend, all units):

test_tool_catalogue.py:
- _i18n_text: None, en_US present, zh_Hans fallback, both missing.
- _tool_description: None, .llm present, .llm missing.
- build_tool_catalogue: empty tenant; mixed hardcoded + plugin output
  with provider_type/plugin_id/label/description; unknown provider
  class skipped; get_tools() exception keeps the catalogue going; bad
  tool entity dropped while siblings survive; _MAX_TOOLS=80 cap
  enforced; None plugin_id normalises to "".

test_generator_api.py:
- workflow_generate_returns_service_result: happy path.
- workflow_generate_maps_provider_token_error: ProviderTokenNotInitError
  → ProviderNotInitializeError.
- workflow_generate_maps_quota_error: QuotaExceededError
  → ProviderQuotaExceededError.
- workflow_generate_maps_model_not_support_error:
  ModelCurrentlyNotSupportError → ProviderModelCurrentlyNotSupportError.
- workflow_generate_maps_invoke_error: InvokeError → CompletionRequestError.
- workflow_generate_accepts_advanced_chat_mode: Literal payload check.

The catalogue tests patch ``isinstance`` at the module to route around
the real BuiltinToolProviderController/PluginToolProviderController
constructors (which require on-disk plugin state). All checks green:
pyrefly + mypy clean, ruff clean.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-29 19:25:41 +08:00
..
2026-04-16 02:21:04 +00:00
2026-05-26 01:12:36 +00:00
2026-04-16 02:21:04 +00:00
2026-04-16 08:50:02 +00:00
2026-04-16 02:21:04 +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