backend-fastapi-python

Use this skill for any Python backend work in this project: building FastAPI endpoints, writing service functions, defining Pydantic/SQLModel schemas, running Alembic migrations, or debugging 422 erro

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Backend FastAPI Python

Project-specific conventions for FastAPI with SQLModel, pydantic-settings, and async SQLAlchemy.

Architecture Decisions

  1. Services are stateless functions — Not classes. First param is db: AsyncSession.
  2. Generic response wrapper — Always use ApiResponse[T] for consistency.
  3. Dependencies chain — get_current_user -> require_auth -> require_admin.
  4. Module-scoped config — Each module can have its own {module}_config.py.
  5. Error codes for frontend — AppException(status, message, error_code).

Gotchas

  • SQLModel Relationship() fields are NOT included in API responses by default. You must explicitly add them to model_config or use a separate response schema with those fields.
  • AsyncSession.refresh() does not load relationships. After commit, re-query with .options(selectinload(...)) if you need related objects.
  • Pydantic V2 uses model_validator not validator. The @validator decorator is V1 and will break silently or raise deprecation warnings.
  • Depends() in FastAPI creates a NEW instance per request — don't store state in dependency return values expecting it to persist.
  • Background tasks (BackgroundTasks) run AFTER the response is sent. If they fail, the client already got a 200. Use proper task queues (Celery, ARQ) for anything that must not silently fail.
  • Alembic --autogenerate misses: table renames (generates drop+create), index changes on existing columns, and Enum type modifications in PostgreSQL. Always review generated migrations.
  • async def endpoints block the event loop if you call sync I/O inside them. Use run_in_executor for sync libraries or define the endpoint as def (FastAPI runs sync endpoints in a threadpool).
  • HTTPException from FastAPI and HTTPException from Starlette are different classes. Importing the wrong one causes middleware to miss exception handlers.
  • SQLAlchemy's lazy="selectin" on relationships causes N+1 queries in async sessions. Use explicit selectinload() in queries instead.
  • Optional[str] = None in query params makes the field optional. str = None also works but loses type information — prefer the explicit Optional form.
  • When using response_model, FastAPI filters OUT any fields not in the model. If your response is missing data, check that the response model includes all fields, not just the ORM model.

References

When you need... Read
Directory layout file-structure.md
Settings and env vars configuration.md
Database sessions and connections database.md
ORM models models.md
Request/response schemas schemas.md
Router and endpoint patterns routing.md
Service layer patterns services.md
Dependency injection dependencies.md
Middleware setup middleware.md
Error handling error-handling.md
Auth flow example auth.md