diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..3786359 --- /dev/null +++ b/.env.example @@ -0,0 +1,19 @@ +# ===== 数据库后端：mysql 或 mongodb ===== +DB_BACKEND=mongodb + +# ===== MySQL（DB_BACKEND=mysql 时必填）===== +MYSQL_DSN=mysql+aiomysql://root:root@127.0.0.1:3306/app?charset=utf8mb4 + +# ===== MongoDB（DB_BACKEND=mongodb 时必填）===== +MONGO_DSN=mongodb://127.0.0.1:27017 +MONGO_DB=app + +# ===== 应用 ===== +APP_NAME=fastapi-template +APP_ENV=dev +APP_DEBUG=true +APP_HOST=0.0.0.0 +APP_PORT=8000 + +# 跨域，逗号分隔；* 仅调试用 +CORS_ORIGINS=* diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..bbcce6d --- /dev/null +++ b/.gitignore @@ -0,0 +1,9 @@ +__pycache__/ +*.pyc +.venv/ +.env +.DS_Store +.ruff_cache/ +.pytest_cache/ +dist/ +*.egg-info/ diff --git a/AGENTS.md b/AGENTS.md index 1c15b2b..264ddca 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -1,447 +1,144 @@ -# FastAPI Best Practices for AI Agents +# AGENTS.md — fastapi-template 开发规范 -A machine-readable companion to [README.md](./README.md) for AI coding agents -working in FastAPI projects. Same rules, restructured for fast pattern matching: -version pins, Do/Don't blocks, anti-patterns, and a quick-reference table. +本文件是 AI Agent / 开发者在本仓库工作的**必读规范**。先读这个，再动手。 +通用 FastAPI 最佳实践参考 [docs/AGENTS_GENERIC.md](./docs/AGENTS_GENERIC.md) 与 [docs/BEST_PRACTICES_ZH.md](./docs/BEST_PRACTICES_ZH.md)。 -## Compatibility Matrix +## 0. 这个模板是什么 -Pin to these versions or newer. Examples in this file assume them. +FastAPI 生产级项目骨架。**核心特性：`DB_BACKEND` 一个环境变量切换 MySQL / MongoDB，业务代码零改动**。 +任何修改都不得破坏这个特性——router/schemas 永远不允许 import 具体 DB 实现。 -| Dependency | Minimum | Notes | -|------------------|-----------|------------------------------------------------------| -| Python | 3.11 | Required for `StrEnum` and `X \| Y` union syntax | -| FastAPI | 0.115 | `Annotated[T, Depends(...)]` is the idiomatic form | -| Pydantic | 2.7 | v1 APIs (`json_encoders`, `.dict()`) are removed | -| pydantic-settings| 2.4 | Lives in a separate package since Pydantic v2 | -| SQLAlchemy | 2.0 | Use the async API (`AsyncSession`, `async_sessionmaker`) | -| Alembic | 1.13 | Async-aware migrations | -| httpx | 0.27 | Use `ASGITransport` for in-process tests | -| PyJWT | 2.9 | Use this, not the unmaintained `python-jose` | -| ruff | 0.6 | Replaces black, isort, autoflake | +## 1. 技术栈基线 -## Project Structure +| 项 | 版本 | 说明 | +|---|---|---| +| Python | ≥3.11 | 用 `X \| Y`、`StrEnum` | +| FastAPI | ≥0.115 | 依赖注入一律 `Annotated[T, Depends(...)]` | +| Pydantic | v2 | 禁用 v1 API（`.dict()` / `json_encoders`） | +| SQLAlchemy | 2.0 async | `AsyncSession` + `async_sessionmaker`，禁 sync session | +| Beanie | ≥1.27 | MongoDB ODM | +| 包管理 | **uv** | 禁 pip/poetry/conda；加依赖 `uv add xxx` | +| Lint | ruff | 提交前 `uv run ruff check --fix .` 必须零告警 | +| 测试 | pytest + pytest-asyncio + httpx | `asyncio_mode=auto` | -Organize by domain, not by file type. One package per bounded context. +## 2. 目录结构铁律 + +按**域（domain）**组织，不按文件类型。一个域一个包，照抄 `src/items/`： ``` -src/ -├── {domain}/ # e.g., auth/, posts/, aws/ -│ ├── router.py # API endpoints -│ ├── schemas.py # Pydantic models -│ ├── models.py # SQLAlchemy ORM models -│ ├── service.py # Business logic -│ ├── dependencies.py # Route dependencies -│ ├── config.py # Domain-scoped BaseSettings -│ ├── constants.py # Constants and error codes -│ ├── exceptions.py # Domain-specific exceptions -│ └── utils.py # Helper functions -├── config.py # Global BaseSettings -├── models.py # Shared Pydantic / ORM bases -├── exceptions.py # Global exceptions -├── database.py # Async engine + session factory -└── main.py # FastAPI app + lifespan +src/{domain}/ +├── router.py # 路由：只做参数校验和调用 repo，禁写 SQL/查询 +├── schemas.py # Pydantic 契约：与 DB 无关，前后端共用语义 +├── dependencies.py # 定义 Repo Protocol + 按 DB_BACKEND 选实现 +├── mysql.py # MySQL ORM 模型 + MySQLXxxRepo +├── mongo.py # Beanie Document + MongoXxxRepo +├── service.py # （可选）跨 repo 的复杂业务逻辑 +├── constants.py # （可选）常量、错误码 +└── exceptions.py # （可选）域内异常，继承 src.exceptions.AppError ``` -**Cross-domain imports**: always use the explicit module name. Never `from src.auth import *`. +- 新增域后必做三件事：① `src/mongo.py::_collect_documents()` 登记 Document； + ② `alembic/env.py` import mysql 模型；③ `src/main.py` include_router。 +- 跨域 import 必须显式模块名：`from src.items import constants as item_constants`，禁 `import *`。 +- 全局共享的东西才放 `src/` 根（config / exceptions / database / mongo）。 + +## 3. 双数据库后端规范（本模板灵魂） ```python -from src.auth import constants as auth_constants -from src.notifications import service as notification_service -from src.posts.constants import ErrorCode as PostsErrorCode +# ✅ router 只依赖 Protocol +async def get_item(item_id: str, repo: ItemRepoDep): ... + +# ✅ dependencies.py 模块加载时选定实现 +get_item_repo = _get_mysql_repo if settings.DB_BACKEND == "mysql" else _get_mongo_repo + +# ❌ 禁止在 router/schemas/service 里出现 +from src.items.mysql import Item # 不许！ +from src.items.mongo import ItemDoc # 不许！ ``` -## Async Routes +- 两个 repo 实现**同一 Protocol**，方法签名逐字一致。 +- schemas 的 `id` 统一用 `str`（MySQL int 自增 / Mongo ObjectId 都转 str）， + 转换在各 repo 的 `to_out()` 里完成。 +- MySQL 改表结构 → 必须 `alembic revision --autogenerate` 生成迁移，禁手改生产库。 +- Mongo 新增 Document → 只登记 `_collect_documents()`，beanie 自动建索引。 +- `src/database.py`、`src/mongo.py` 只在 lifespan / dependencies 里被引用； + 非对应后端模式下它们可以 import 但**不得产生连接**（engine 惰性，别主动 connect）。 -### Decision rule +## 4. 异步纪律 -| Route does this | Use | -|----------------------------------------|-------------| -| `await`-able non-blocking I/O | `async def` | -| Blocking I/O (no async client exists) | `def` (sync, runs in threadpool) | -| Mix of both | `async def` + `run_in_threadpool` for the blocking part | -| CPU-bound work (>50 ms compute) | Offload to a worker process (Celery / RQ / Arq) | - -### Do / Don't +| 场景 | 写法 | +|---|---| +| 可 await 的 I/O | `async def` | +| 只有同步 SDK | `def`（FastAPI 自动进线程池）或 `run_in_threadpool` | +| CPU 密集 >50ms | 扔任务队列，别放请求路径 | ```python -# DON'T — blocking call inside async route freezes the entire event loop +# ❌ async 路由里调用阻塞库 = 冻结整个事件循环 @router.get("/bad") async def bad(): - time.sleep(10) # blocks every request on this worker - return {"ok": True} + time.sleep(5) -# DO — sync route lets FastAPI run it in a threadpool -@router.get("/sync-ok") -def sync_ok(): - time.sleep(10) # blocks one threadpool worker, not the loop - return {"ok": True} - -# DO — async route with awaitable sleep -@router.get("/async-ok") -async def async_ok(): - await asyncio.sleep(10) # yields control, loop keeps serving requests - return {"ok": True} - -# DO — async route that has to call a sync library -from fastapi.concurrency import run_in_threadpool - -@router.get("/wrap") -async def wrap(): - result = await run_in_threadpool(legacy_sync_client.fetch, "id") - return result +# ✅ +@router.get("/ok") +def ok(): + time.sleep(5) ``` -### Threadpool caveats -- Default Starlette threadpool size is 40. Saturating it slows every sync route. -- Threads cost more than coroutines. Don't use sync routes "just because." +## 5. 配置与异常 -## Pydantic +- 配置只走 `src/config.py` 的 `settings`（pydantic-settings）；域级配置放 `{domain}/config.py`，`env_prefix="XXX_"`。 +- 禁在代码里硬编码 DSN / 密钥；`.env` 不入库，`.env.example` 必须同步更新。 +- 业务异常继承 `AppError`，404 用 `NotFoundError`；统一由 `register_exception_handlers` 输出 `{"detail": ...}`。 +- 禁裸 `except:`，禁 `except Exception: pass`。 -### Use built-in validators -```python -from enum import StrEnum -from pydantic import AnyUrl, BaseModel, EmailStr, Field - - -class MusicBand(StrEnum): - AEROSMITH = "AEROSMITH" - QUEEN = "QUEEN" - ACDC = "AC/DC" - - -class UserCreate(BaseModel): - first_name: str = Field(min_length=1, max_length=128) - username: str = Field(min_length=1, max_length=128, pattern=r"^[A-Za-z0-9_-]+$") - email: EmailStr - age: int = Field(ge=18) # required, must be >= 18 - favorite_band: MusicBand | None = None - website: AnyUrl | None = None -``` - -> **Don't** write `Field(ge=18, default=None)`. The constraint and the default contradict -> each other. Decide: required (`Field(ge=18)`) or optional (`int | None = Field(default=None, ge=18)`). - -### Custom base model — modern serialization - -`json_encoders` is deprecated in Pydantic v2. Use `@field_serializer` for per-field rules, -or annotate a custom type with `PlainSerializer`. +## 6. Pydantic 规范 ```python -from datetime import datetime -from zoneinfo import ZoneInfo -from pydantic import BaseModel, ConfigDict, field_serializer +# ✅ 约束写清楚；required 和 optional 二选一，别自相矛盾 +name: str = Field(min_length=1, max_length=128) +age: int | None = Field(default=None, ge=0) # 可选 +age: int = Field(ge=18) # 必填 - -class CustomModel(BaseModel): - model_config = ConfigDict(populate_by_name=True) - - @field_serializer("*", when_used="json", check_fields=False) - def _serialize_datetimes(self, value): - if isinstance(value, datetime): - if value.tzinfo is None: - value = value.replace(tzinfo=ZoneInfo("UTC")) - return value.strftime("%Y-%m-%dT%H:%M:%S%z") - return value +# ❌ 矛盾写法 +age: int = Field(ge=18, default=None) ``` -### Split BaseSettings by domain +- 序列化定制用 `@field_serializer`，不用 `json_encoders`。 +- 入参模型（XxxCreate/XxxUpdate）与出参模型（XxxOut）分开；`XxxUpdate` 全字段可选 + `model_dump(exclude_unset=True)`。 -`pydantic-settings` is its own package since Pydantic v2. +## 7. 测试规范 -```python -# src/auth/config.py -from datetime import timedelta -from pydantic_settings import BaseSettings, SettingsConfigDict +- 测试从第一天就是异步：`httpx.AsyncClient` + `ASGITransport`，见 `tests/conftest.py`。 +- 测试库与开发库隔离：Mongo 用 `app_test`，MySQL 用 `app_test`。 +- 每个域至少覆盖：create / get / list / update / delete + 404 路径。 +- 跑 MySQL 后端测试：`DB_BACKEND=mysql uv run pytest`。 +## 8. Git 规范 -class AuthConfig(BaseSettings): - model_config = SettingsConfigDict(env_prefix="AUTH_", env_file=".env", extra="ignore") +- 提交信息：Conventional Commits —— `feat: xxx` / `fix: xxx` / `refactor:` / `docs:` / `test:` / `chore:`。 +- 主分支 `main`；功能开发开 `feature/xxx` 分支，提 PR 合并。 +- 提交前自检三连：`uv run ruff check --fix . && uv run pytest`，全绿才推。 - JWT_ALG: str - JWT_SECRET: str - JWT_EXP_MINUTES: int = 5 - REFRESH_TOKEN_KEY: str - REFRESH_TOKEN_EXP: timedelta = timedelta(days=30) - SECURE_COOKIES: bool = True +## 9. 常用命令速查 - -auth_settings = AuthConfig() +```bash +uv sync # 装依赖 +uv add fastapi # 加依赖（dev 依赖：uv add --dev xxx） +uv run uvicorn src.main:app --reload # 开发起服务 +uv run pytest # 测试 +uv run ruff check --fix . # lint +uv run alembic revision --autogenerate -m "msg" # MySQL 迁移 +docker compose up -d --build # 容器化整套 ``` -## Dependencies +## 10. 反模式清单（Review 时逐条核对） -### Use Annotated, not default-arg `Depends(...)` - -`Annotated[T, Depends(...)]` is the idiomatic form since FastAPI 0.95 and avoids -gotchas with default values. - -```python -# DO — modern Annotated form -from typing import Annotated -from fastapi import Depends - -PostDep = Annotated[dict, Depends(valid_post_id)] - -@router.get("/posts/{post_id}") -async def get_post(post: PostDep): - return post - -# Avoid — default-argument form (still works, but legacy) -@router.get("/posts/{post_id}") -async def get_post(post: dict = Depends(valid_post_id)): - return post -``` - -### Validate inside dependencies (not just inject) -```python -async def valid_post_id(post_id: UUID4) -> dict: - post = await service.get_by_id(post_id) - if not post: - raise PostNotFound() - return post -``` - -### Chain dependencies for reuse -```python -async def valid_owned_post( - post: Annotated[dict, Depends(valid_post_id)], - token_data: Annotated[dict, Depends(parse_jwt_data)], -) -> dict: - if post["creator_id"] != token_data["user_id"]: - raise UserNotOwner() - return post -``` - -### Rules -- Dependencies are **cached per request**. Same `Depends(x)` called 5 times in one request → `x` runs once. -- Prefer `async def` dependencies. Sync deps run in the threadpool — wasted overhead for small CPU-only checks. -- Use **the same path-variable name** across endpoints when you want to share a dependency (e.g. `profile_id` in both `/profiles/{profile_id}` and `/creators/{profile_id}`). - -## Authentication — JWT - -Use **`PyJWT`**, not `python-jose` (unmaintained). - -```python -import jwt # PyJWT -from jwt.exceptions import InvalidTokenError - -def decode_token(token: str) -> dict: - try: - return jwt.decode(token, settings.JWT_SECRET, algorithms=[settings.JWT_ALG]) - except InvalidTokenError as exc: - raise InvalidCredentials() from exc -``` - -## Database — SQLAlchemy 2.0 async - -Prefer SQLAlchemy 2.0's async API. `encode/databases` is in maintenance mode — don't pick it for new projects. - -```python -# src/database.py -from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine - -engine = create_async_engine(str(settings.DATABASE_URL), pool_pre_ping=True) -SessionFactory = async_sessionmaker(engine, expire_on_commit=False) - - -async def get_db() -> AsyncSession: - async with SessionFactory() as session: - yield session -``` - -### Naming conventions -- `lower_case_snake` -- Singular tables: `post`, `user`, `post_like` -- Group with prefix: `payment_account`, `payment_bill` -- `_at` suffix for `datetime`, `_date` suffix for `date` -- Use the same FK column name everywhere it appears (`profile_id`, not `user_id` in some tables and `profile_id` in others) - -### Index naming convention -```python -from sqlalchemy import MetaData - -POSTGRES_INDEXES_NAMING_CONVENTION = { - "ix": "%(column_0_label)s_idx", - "uq": "%(table_name)s_%(column_0_name)s_key", - "ck": "%(table_name)s_%(constraint_name)s_check", - "fk": "%(table_name)s_%(column_0_name)s_fkey", - "pk": "%(table_name)s_pkey", -} -metadata = MetaData(naming_convention=POSTGRES_INDEXES_NAMING_CONVENTION) -``` - -### SQL-first, Pydantic-second -- Do joins, aggregation, and JSON shaping in SQL — Postgres is faster than CPython at this. -- Hydrate the result into Pydantic only for response validation, not for transformation. - -## Background work — BackgroundTasks vs Celery - -| Use BackgroundTasks when… | Use Celery / Arq / RQ when… | -|------------------------------------------|--------------------------------------------| -| Task is < 1 second | Task takes seconds to minutes | -| Failure can be silently dropped | You need retries, dead-letter, or visibility| -| Task is in-process (send email, log row) | Task is CPU-heavy or needs a separate pool | -| You don't need scheduling | You need cron, ETA, or rate limiting | - -```python -from fastapi import BackgroundTasks - -@router.post("/signup") -async def signup(data: SignupIn, bg: BackgroundTasks): - user = await service.create_user(data) - bg.add_task(send_welcome_email, user.email) # fire-and-forget, in-process - return user -``` - -> BackgroundTasks run **after the response is sent, in the same worker process**. If the -> worker dies, the task is lost. There is no retry. Don't use them for anything you'd -> page on. - -## Testing - -### Async client from day one -```python -import pytest -from httpx import AsyncClient, ASGITransport - -from src.main import app - - -@pytest.fixture -async def client(): - transport = ASGITransport(app=app) - async with AsyncClient(transport=transport, base_url="http://test") as ac: - yield ac - - -@pytest.mark.asyncio -async def test_create_post(client: AsyncClient): - resp = await client.post("/posts", json={"title": "hi"}) - assert resp.status_code == 201 -``` - -> **Don't** use `async_asgi_testclient` — it's unmaintained. The example above (httpx + -> `ASGITransport`) is the supported path. - -### Override dependencies in tests -Don't monkeypatch internals. Use FastAPI's built-in `dependency_overrides`. - -```python -from src.auth.dependencies import parse_jwt_data -from src.main import app - - -def fake_user(): - return {"user_id": "00000000-0000-0000-0000-000000000001"} - - -@pytest.fixture(autouse=True) -def _override_auth(): - app.dependency_overrides[parse_jwt_data] = fake_user - yield - app.dependency_overrides.clear() -``` - -## Migrations (Alembic) - -- Migrations must be static and reversible. -- Use the async template: `alembic init -t async migrations` -- Descriptive filenames: - ```ini - # alembic.ini - file_template = %%(year)d-%%(month).2d-%%(day).2d_%%(slug)s - ``` - → `2026-04-14_add_post_content_idx.py` - -## API documentation - -### Hide docs outside selected envs -```python -from fastapi import FastAPI -from src.config import settings - -SHOW_DOCS_IN = {"local", "staging"} -app_kwargs = {"title": "My API"} -if settings.ENVIRONMENT not in SHOW_DOCS_IN: - app_kwargs["openapi_url"] = None # disables /docs and /redoc - -app = FastAPI(**app_kwargs) -``` - -### Document endpoints fully -```python -from fastapi import APIRouter, status - -router = APIRouter() - - -@router.post( - "/items", - response_model=ItemResponse, - status_code=status.HTTP_201_CREATED, - summary="Create an item", - description="Creates an item owned by the authenticated user.", - tags=["items"], - responses={ - status.HTTP_400_BAD_REQUEST: {"model": ErrorResponse, "description": "Validation error"}, - status.HTTP_409_CONFLICT: {"model": ErrorResponse, "description": "Slug already exists"}, - }, -) -async def create_item(payload: ItemCreate) -> ItemResponse: ... -``` - -## Linting - -```shell -ruff check --fix src -ruff format src -``` - -Add to a pre-commit hook or run in CI. Ruff replaces black + isort + autoflake + most of flake8. - ---- - -## Anti-patterns — common AI-agent mistakes - -If you're an agent reviewing a diff, check for these. Each is a real failure mode I've -seen agents introduce. - -| Anti-pattern | Why it's wrong | Fix | -|---|---|---| -| `requests.get(...)` inside `async def` | Blocks the event loop. `requests` is sync. | Use `httpx.AsyncClient` or `await run_in_threadpool(requests.get, ...)`. | -| `time.sleep` / `open()` / sync DB driver inside `async def` | Same — blocks the loop. | Use the async equivalent (`asyncio.sleep`, `aiofiles`, async driver). | -| `from jose import jwt` | `python-jose` is unmaintained. | `import jwt` (PyJWT). | -| `from async_asgi_testclient import TestClient` | Unmaintained. | `httpx.AsyncClient` + `ASGITransport`. | -| `model_config = ConfigDict(json_encoders={...})` | Deprecated in Pydantic v2. | `@field_serializer` or `Annotated[T, PlainSerializer(...)]`. | -| `Field(ge=18, default=None)` | Constraint contradicts the default. | Pick required or optional, not both. | -| `def get_user(id: int = Depends(...))` (default-arg form) | Legacy; gotchas with default values. | `user: Annotated[User, Depends(...)]`. | -| Catching `Exception` around a route's body | Hides bugs and turns 500s into silent 200s. | Catch the specific exception class; raise `HTTPException` with a meaningful status. | -| `BackgroundTasks` for anything you'd page on | No retry, dies with the worker. | Use Celery / Arq / RQ. | -| Calling a sync ORM session inside `async def` | Blocks the loop, may deadlock the pool. | Use `AsyncSession`. | -| Returning a Pydantic model and *also* setting `response_model=` to that same class | Model gets constructed twice (validate + serialize). | Either return a `dict`/ORM row and let `response_model` validate, or drop `response_model` and trust the return type. | -| Importing across domains via deep paths (`from src.auth.service.user import ...`) | Tight coupling, hard to refactor. | `from src.auth import service as auth_service`. | -| Reusing one `BaseSettings` for the whole app | Hard to reason about, every domain reads every var. | One `BaseSettings` per domain. | -| Mocking the database in integration tests | Mock/prod divergence eventually fires in prod. | Use a real DB (testcontainers, ephemeral schema) and `dependency_overrides` for auth/external services. | - -## Quick reference - -| Scenario | Solution | -|--------------------------------------|---------------------------------------------------| -| Non-blocking I/O | `async def` route with `await` | -| Blocking I/O (no async client) | `def` route (sync, runs in threadpool) | -| Sync library inside async route | `await run_in_threadpool(fn, *args)` | -| CPU-intensive work | Celery / Arq / RQ worker process | -| Request validation against DB | Dependency that loads + validates + returns | -| Reuse validation across routes | Chain dependencies | -| Inject dependency in modern style | `Annotated[T, Depends(...)]` | -| Per-request dep caching | Default behavior — same `Depends(x)` runs once | -| Per-domain config | One `BaseSettings` subclass per domain | -| Custom datetime serialization | `@field_serializer` | -| Fire-and-forget short task | `BackgroundTasks` | -| Reliable / scheduled / heavy task | Celery / Arq / RQ | -| JWT decode | `PyJWT` (`import jwt`) | -| Async DB | SQLAlchemy 2.0 async (`AsyncSession`) | -| HTTP test client | `httpx.AsyncClient` + `ASGITransport` | -| Swap dep in tests | `app.dependency_overrides[dep] = fake` | -| Lint + format | `ruff check --fix` + `ruff format` | +- [ ] router 里出现 SQL / `ItemDoc.find()` 等具体 DB 调用 +- [ ] async 路由里调用 requests / time.sleep 等阻塞库 +- [ ] `print` 调试残留（用 `logging`） +- [ ] 硬编码连接串 / 密钥 +- [ ] `from x import *`、裸 except +- [ ] 改了 MySQL 模型没生成 alembic 迁移 +- [ ] 新增 Mongo Document 没登记 `_collect_documents()` +- [ ] 新域只在单一后端实现（两个 repo 必须成对） +- [ ] 提交信息 freestyle（非 Conventional Commits） diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..c206996 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,16 @@ +FROM python:3.12-slim + +WORKDIR /app + +# uv 管理依赖（国内构建加 --index-url 镜像） +COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv + +COPY pyproject.toml uv.lock* ./ +RUN uv sync --no-dev --no-cache + +COPY src ./src +COPY alembic ./alembic +COPY alembic.ini ./ + +EXPOSE 8000 +CMD ["uv", "run", "--no-sync", "uvicorn", "src.main:app", "--host", "0.0.0.0", "--port", "8000"] diff --git a/README.md b/README.md index c6511ab..9b657a1 100644 --- a/README.md +++ b/README.md @@ -1,871 +1,87 @@ -## FastAPI Best Practices -Opinionated list of best practices and conventions we use at our startups. +# fastapi-template -After several years of building production systems, -we've made both good and bad decisions that significantly impacted our developer experience. -Here are some lessons worth sharing. +开箱即用的 FastAPI 项目模板。**一条环境变量切换 MySQL / MongoDB**，业务代码零改动。 -> **Working with an AI agent?** See [AGENTS.md](./AGENTS.md) for the same rules in a -> terse, machine-readable format with a version matrix, Do/Don't blocks, and an -> anti-patterns checklist. +- MySQL：SQLAlchemy 2.0 async + aiomysql + Alembic 迁移 +- MongoDB：Beanie ODM + Motor +- 工程化：uv 管理依赖、ruff lint、pytest 异步测试、Docker / compose 一键起 -*[简体中文](./README_ZH.md)* +> 写给 AI Agent 的开发规范见 [AGENTS.md](./AGENTS.md)。 +> FastAPI 通用最佳实践（原版文档）：[docs/BEST_PRACTICES_ZH.md](./docs/BEST_PRACTICES_ZH.md) -## Contents -- [Project Structure](#project-structure) -- [Async Routes](#async-routes) - - [I/O Intensive Tasks](#io-intensive-tasks) - - [CPU Intensive Tasks](#cpu-intensive-tasks) -- [Pydantic](#pydantic) - - [Excessively use Pydantic](#excessively-use-pydantic) - - [Custom Base Model](#custom-base-model) - - [Decouple Pydantic BaseSettings](#decouple-pydantic-basesettings) -- [Dependencies](#dependencies) - - [Beyond Dependency Injection](#beyond-dependency-injection) - - [Chain Dependencies](#chain-dependencies) - - [Decouple \& Reuse dependencies. Dependency calls are cached](#decouple--reuse-dependencies-dependency-calls-are-cached) - - [Prefer `async` dependencies](#prefer-async-dependencies) -- [Miscellaneous](#miscellaneous) - - [Follow the REST](#follow-the-rest) - - [FastAPI response serialization](#fastapi-response-serialization) - - [If you must use sync SDK, then run it in a thread pool.](#if-you-must-use-sync-sdk-then-run-it-in-a-thread-pool) - - [BackgroundTasks vs a real task queue](#backgroundtasks-vs-a-real-task-queue) - - [ValueErrors might become Pydantic ValidationError](#valueerrors-might-become-pydantic-validationerror) - - [Docs](#docs) - - [Set DB keys naming conventions](#set-db-keys-naming-conventions) - - [Migrations. Alembic](#migrations-alembic) - - [Set DB naming conventions](#set-db-naming-conventions) - - [SQL-first. Pydantic-second](#sql-first-pydantic-second) - - [Set tests client async from day 0](#set-tests-client-async-from-day-0) - - [Use ruff](#use-ruff) -- [Bonus Section](#bonus-section) +## 快速开始 -## Project Structure -There are many ways to structure a project, but the best structure is one that is consistent, straightforward, and free of surprises. +```bash +# 1. 克隆后改个名 +git clone https://git.code-lab.cn/Quentin/fastapi-template.git my-project && cd my-project -Many example projects and tutorials organize projects by file type (e.g., crud, routers, models), which works well for microservices or smaller projects. However, this approach didn't scale well for our monolith with many domains and modules. +# 2. 配置：选数据库后端 +cp .env.example .env +# 编辑 .env：DB_BACKEND=mongodb 或 mysql，填对应 DSN -The structure I found more scalable and evolvable is inspired by Netflix's [Dispatch](https://github.com/Netflix/dispatch), with some minor modifications. -``` -fastapi-project -├── alembic/ -├── src -│ ├── auth -│ │ ├── router.py -│ │ ├── schemas.py # pydantic models -│ │ ├── models.py # db models -│ │ ├── dependencies.py -│ │ ├── config.py # local configs -│ │ ├── constants.py -│ │ ├── exceptions.py -│ │ ├── service.py -│ │ └── utils.py -│ ├── aws -│ │ ├── client.py # client model for external service communication -│ │ ├── schemas.py -│ │ ├── config.py -│ │ ├── constants.py -│ │ ├── exceptions.py -│ │ └── utils.py -│ ├── posts -│ │ ├── router.py -│ │ ├── schemas.py -│ │ ├── models.py -│ │ ├── dependencies.py -│ │ ├── constants.py -│ │ ├── exceptions.py -│ │ ├── service.py -│ │ └── utils.py -│ ├── config.py # global configs -│ ├── models.py # global models -│ ├── exceptions.py # global exceptions -│ ├── pagination.py # global module e.g. pagination -│ ├── database.py # db connection related stuff -│ └── main.py -├── tests/ -│ ├── auth -│ ├── aws -│ └── posts -├── templates/ -│ └── index.html -├── requirements -│ ├── base.txt -│ ├── dev.txt -│ └── prod.txt -├── .env -├── .gitignore -├── logging.ini -└── alembic.ini -``` -1. Store all domain directories inside `src` folder - 1. `src/` - highest level of an app, contains common models, configs, and constants, etc. - 2. `src/main.py` - root of the project, which inits the FastAPI app -2. Each package has its own router, schemas, models, etc. - 1. `router.py` - is a core of each module with all the endpoints - 2. `schemas.py` - for pydantic models - 3. `models.py` - for db models - 4. `service.py` - module specific business logic - 5. `dependencies.py` - router dependencies - 6. `constants.py` - module specific constants and error codes - 7. `config.py` - e.g. env vars - 8. `utils.py` - non-business logic functions, e.g. response normalization, data enrichment, etc. - 9. `exceptions.py` - module specific exceptions, e.g. `PostNotFound`, `InvalidUserData` -3. When package requires services or dependencies or constants from other packages - import them with an explicit module name -```python -from src.auth import constants as auth_constants -from src.notifications import service as notification_service -from src.posts.constants import ErrorCode as PostsErrorCode # in case we have Standard ErrorCode in constants module of each package +# 3. 装依赖（uv） +uv sync + +# 4. 起数据库（或直接用现成的） +docker compose up -d mongo # MongoDB +docker compose up -d mysql # MySQL + +# 5. 跑！ +uv run uvicorn src.main:app --reload ``` -## Async Routes -FastAPI is an async-first framework—it's designed to work with async I/O operations, which is why it's so fast. +打开 http://127.0.0.1:8000/docs 看交互式 API 文档， +`GET /health` 会返回当前生效的 `db_backend`。 -However, FastAPI doesn't restrict you to only `async` routes; you can use `sync` routes too. This might confuse beginners into thinking they're the same, but they're not. +## 切库说明 -### I/O Intensive Tasks -Under the hood, FastAPI can [effectively handle](https://fastapi.tiangolo.com/async/#path-operation-functions) both async and sync I/O operations: -- FastAPI runs `sync` routes in a [threadpool](https://en.wikipedia.org/wiki/Thread_pool), so blocking I/O operations won't stop the [event loop](https://docs.python.org/3/library/asyncio-eventloop.html) from executing other tasks. -- If the route is defined as `async`, it's called via `await` and FastAPI trusts you to only perform non-blocking I/O operations. +| | MySQL | MongoDB | +|---|---|---| +| 开关 | `DB_BACKEND=mysql` | `DB_BACKEND=mongodb` | +| 连接 | `MYSQL_DSN=mysql+aiomysql://user:pass@host:3306/db` | `MONGO_DSN` + `MONGO_DB` | +| 模型 | `src/{domain}/mysql.py`（ORM） | `src/{domain}/mongo.py`（Document） | +| 迁移 | `alembic revision --autogenerate` + `upgrade head` | 不需要（beanie 自动建索引） | -The caveat is that if you violate that trust and execute blocking operations within async routes, the event loop won't be able to run other tasks until the blocking operation completes. -```python -import asyncio -import time +router/service 只依赖 `ItemRepo` 协议（见 `src/items/dependencies.py`）， +两个后端实现同一套接口，`.env` 改一行即切换。 -from fastapi import APIRouter - - -router = APIRouter() - - -@router.get("/terrible-ping") -async def terrible_ping(): - time.sleep(10) # I/O blocking operation for 10 seconds, the whole process will be blocked - - return {"pong": True} - -@router.get("/good-ping") -def good_ping(): - time.sleep(10) # I/O blocking operation for 10 seconds, but in a separate thread for the whole `good_ping` route - - return {"pong": True} - -@router.get("/perfect-ping") -async def perfect_ping(): - await asyncio.sleep(10) # non-blocking I/O operation - - return {"pong": True} +## 项目结构 ``` -**What happens when we call:** -1. `GET /terrible-ping` - 1. FastAPI server receives a request and starts handling it - 2. Server's event loop and all queued tasks wait until `time.sleep()` finishes - 1. Since the route is `async`, the server doesn't offload it to a threadpool—it blocks the entire event loop - 2. Server won't accept any new requests while waiting - 3. Server returns the response - 1. Only after responding does the server resume accepting new requests -2. `GET /good-ping` - 1. FastAPI server receives a request and starts handling it - 2. FastAPI sends the entire `good_ping` route to the threadpool, where a worker thread runs the function - 3. While `good_ping` executes, the event loop continues processing other tasks (e.g., accepting new requests, calling the database) - - The worker thread waits for `time.sleep` to finish, independently of the main thread - - The sync operation blocks only the worker thread, not the main event loop - 4. When `good_ping` finishes, the server returns a response to the client -3. `GET /perfect-ping` - 1. FastAPI server receives a request and starts handling it - 2. FastAPI awaits `asyncio.sleep(10)` - 3. Event loop continues processing other tasks from the queue (e.g., accepting new requests, calling the database) - 4. When `asyncio.sleep(10)` completes, the server finishes executing the route and returns a response to the client - -> [!WARNING] -> Notes on the thread pool: -> - Threads require more resources than coroutines, so they are not as cheap as async I/O operations. -> - Thread pool has a limited number of threads, i.e. you might run out of threads and your app will become slow. [Read more](https://github.com/Kludex/fastapi-tips?tab=readme-ov-file#2-be-careful-with-non-async-functions) (external link) - -### CPU Intensive Tasks -The second caveat is that non-blocking awaitables and threadpool offloading are only beneficial for I/O intensive tasks (e.g., file operations, database calls, external API requests). -- Awaiting CPU-intensive tasks (e.g., heavy calculations, data processing, video transcoding) provides no benefit since the CPU must actively work to complete them. In contrast, I/O operations are external—the server just waits for a response and can handle other tasks in the meantime. -- Running CPU-intensive tasks in other threads is also ineffective due to the [GIL](https://realpython.com/python-gil/). In short, the GIL allows only one thread to execute Python bytecode at a time, making threads ineffective for CPU-bound work. -- To optimize CPU-intensive tasks, you should offload them to worker processes (e.g., using `multiprocessing` or a task queue like Celery). - -**Related StackOverflow questions of confused users** -1. https://stackoverflow.com/questions/62976648/architecture-flask-vs-fastapi/70309597#70309597 - - Here you can also check [my answer](https://stackoverflow.com/a/70309597/6927498) -2. https://stackoverflow.com/questions/65342833/fastapi-uploadfile-is-slow-compared-to-flask -3. https://stackoverflow.com/questions/71516140/fastapi-runs-api-calls-in-serial-instead-of-parallel-fashion - -## Pydantic -### Excessively use Pydantic -Pydantic has a rich set of features to validate and transform data. - -In addition to standard features like required and optional fields with default values, -Pydantic has built-in data processing tools like regex validation, enums, string manipulation, email validation, and more. -```python -from enum import StrEnum -from pydantic import AnyUrl, BaseModel, EmailStr, Field - - -class MusicBand(StrEnum): - AEROSMITH = "AEROSMITH" - QUEEN = "QUEEN" - ACDC = "AC/DC" - - -class UserBase(BaseModel): - first_name: str = Field(min_length=1, max_length=128) - username: str = Field(min_length=1, max_length=128, pattern="^[A-Za-z0-9-_]+$") - email: EmailStr - age: int = Field(ge=18) # required, must be greater or equal to 18 - favorite_band: MusicBand | None = None # only "AEROSMITH", "QUEEN", "AC/DC" values are allowed to be inputted - website: AnyUrl | None = None -``` -### Custom Base Model -Having a controllable global base model allows us to customize all the models within the app. For instance, we can enforce a standard datetime format or introduce a common method for all subclasses of the base model. -```python -from datetime import datetime -from typing import Any -from zoneinfo import ZoneInfo - -from fastapi.encoders import jsonable_encoder -from pydantic import BaseModel, ConfigDict, field_serializer - - -class CustomModel(BaseModel): - model_config = ConfigDict(populate_by_name=True) - - @field_serializer("*", when_used="json", check_fields=False) - def _serialize_datetimes(self, value: Any) -> Any: - if isinstance(value, datetime): - if value.tzinfo is None: - value = value.replace(tzinfo=ZoneInfo("UTC")) - return value.strftime("%Y-%m-%dT%H:%M:%S%z") - return value - - def serializable_dict(self, **kwargs): - """Return a dict which contains only serializable fields.""" - default_dict = self.model_dump() - - return jsonable_encoder(default_dict) - - -``` -In the example above, we have decided to create a global base model that: -- Serializes all datetime fields to a standard format with an explicit timezone -- Provides a method to return a dict with only serializable fields -### Decouple Pydantic BaseSettings -BaseSettings is great for reading environment variables, but a single BaseSettings for the whole app gets messy. Split it across modules and domains. -```python -# src.auth.config -from datetime import timedelta - -from pydantic_settings import BaseSettings - - -class AuthConfig(BaseSettings): - JWT_ALG: str - JWT_SECRET: str - JWT_EXP: int = 5 # minutes - - REFRESH_TOKEN_KEY: str - REFRESH_TOKEN_EXP: timedelta = timedelta(days=30) - - SECURE_COOKIES: bool = True - - -auth_settings = AuthConfig() - - -# src.config -from pydantic import PostgresDsn, RedisDsn -from pydantic_settings import BaseSettings - -from src.constants import Environment - - -class Config(BaseSettings): - DATABASE_URL: PostgresDsn - REDIS_URL: RedisDsn - - SITE_DOMAIN: str = "myapp.com" - - ENVIRONMENT: Environment = Environment.PRODUCTION - - SENTRY_DSN: str | None = None - - CORS_ORIGINS: list[str] - CORS_ORIGINS_REGEX: str | None = None - CORS_HEADERS: list[str] - - APP_VERSION: str = "1.0" - - -settings = Config() - +├── src/ +│ ├── main.py # app 工厂 + lifespan（按后端初始化 DB） +│ ├── config.py # pydantic-settings 全局配置 +│ ├── database.py # MySQL engine/session（仅 mysql 模式使用） +│ ├── mongo.py # beanie 初始化（仅 mongodb 模式使用） +│ ├── exceptions.py # 全局异常 + 统一错误响应 +│ └── items/ # 示例域（新增域照抄这个目录） +│ ├── router.py # 路由：只依赖 ItemRepo 协议 +│ ├── schemas.py # Pydantic 契约（与 DB 无关） +│ ├── dependencies.py# 按 DB_BACKEND 选仓储实现 +│ ├── mysql.py # MySQL 模型 + 仓储 +│ └── mongo.py # MongoDB Document + 仓储 +├── alembic/ # MySQL 迁移 +├── tests/ # pytest + httpx ASGITransport +├── Dockerfile +└── docker-compose.yml # app + mysql + mongo ``` -## Dependencies -### Beyond Dependency Injection -Pydantic is a great schema validator, but for complex validations that require database or external service calls, it's not enough. - -FastAPI docs mostly present dependencies as DI for endpoints, but they're also great for request validation. - -Dependencies can validate data against database constraints (e.g., checking if an email already exists, ensuring a user exists, etc.). -```python -# dependencies.py -async def valid_post_id(post_id: UUID4) -> dict[str, Any]: - post = await service.get_by_id(post_id) - if not post: - raise PostNotFound() - - return post - - -# router.py -@router.get("/posts/{post_id}", response_model=PostResponse) -async def get_post_by_id(post: dict[str, Any] = Depends(valid_post_id)): - return post - - -@router.put("/posts/{post_id}", response_model=PostResponse) -async def update_post( - update_data: PostUpdate, - post: dict[str, Any] = Depends(valid_post_id), -): - updated_post = await service.update(id=post["id"], data=update_data) - return updated_post - - -@router.get("/posts/{post_id}/reviews", response_model=list[ReviewsResponse]) -async def get_post_reviews(post: dict[str, Any] = Depends(valid_post_id)): - post_reviews = await reviews_service.get_by_post_id(post["id"]) - return post_reviews -``` -If we didn't put data validation in a dependency, we would have to validate that `post_id` exists -in every endpoint and write the same tests for each of them. - -### Chain Dependencies -Dependencies can use other dependencies and avoid code repetition for similar logic. -```python -# dependencies.py -from fastapi.security import OAuth2PasswordBearer -import jwt # PyJWT -from jwt.exceptions import InvalidTokenError - -async def valid_post_id(post_id: UUID4) -> dict[str, Any]: - post = await service.get_by_id(post_id) - if not post: - raise PostNotFound() - - return post - - -async def parse_jwt_data( - token: str = Depends(OAuth2PasswordBearer(tokenUrl="/auth/token")) -) -> dict[str, Any]: - try: - payload = jwt.decode(token, "JWT_SECRET", algorithms=["HS256"]) - except InvalidTokenError: - raise InvalidCredentials() - - return {"user_id": payload["id"]} - - -async def valid_owned_post( - post: dict[str, Any] = Depends(valid_post_id), - token_data: dict[str, Any] = Depends(parse_jwt_data), -) -> dict[str, Any]: - if post["creator_id"] != token_data["user_id"]: - raise UserNotOwner() - - return post - -# router.py -@router.get("/users/{user_id}/posts/{post_id}", response_model=PostResponse) -async def get_user_post(post: dict[str, Any] = Depends(valid_owned_post)): - return post - -``` -### Decouple & Reuse dependencies. Dependency calls are cached -Dependencies can be reused multiple times, and they won't be recalculated - FastAPI caches dependency's result within a request's scope by default, -i.e. if `valid_post_id` gets called multiple times in one route, it will be called only once. - -Knowing this, we can decouple dependencies onto multiple smaller functions that operate on a smaller domain and are easier to reuse in other routes. -For example, in the code below we are using `parse_jwt_data` three times: -1. `valid_owned_post` -2. `valid_active_creator` -3. `get_user_post`, - -but `parse_jwt_data` is called only once, in the very first call. - -```python -# dependencies.py -from fastapi import BackgroundTasks -from fastapi.security import OAuth2PasswordBearer -import jwt # PyJWT -from jwt.exceptions import InvalidTokenError - -async def valid_post_id(post_id: UUID4) -> Mapping: - post = await service.get_by_id(post_id) - if not post: - raise PostNotFound() - - return post - - -async def parse_jwt_data( - token: str = Depends(OAuth2PasswordBearer(tokenUrl="/auth/token")) -) -> dict: - try: - payload = jwt.decode(token, "JWT_SECRET", algorithms=["HS256"]) - except InvalidTokenError: - raise InvalidCredentials() - - return {"user_id": payload["id"]} - - -async def valid_owned_post( - post: Mapping = Depends(valid_post_id), - token_data: dict = Depends(parse_jwt_data), -) -> Mapping: - if post["creator_id"] != token_data["user_id"]: - raise UserNotOwner() - - return post - - -async def valid_active_creator( - token_data: dict = Depends(parse_jwt_data), -): - user = await users_service.get_by_id(token_data["user_id"]) - if not user["is_active"]: - raise UserIsBanned() - - if not user["is_creator"]: - raise UserNotCreator() - - return user - - -# router.py -@router.get("/users/{user_id}/posts/{post_id}", response_model=PostResponse) -async def get_user_post( - worker: BackgroundTasks, - post: Mapping = Depends(valid_owned_post), - user: Mapping = Depends(valid_active_creator), -): - """Get post that belong the active user.""" - worker.add_task(notifications_service.send_email, user["id"]) - return post +## 常用命令 +```bash +uv run pytest # 测试（默认 mongodb 后端，库名 app_test） +uv run ruff check --fix . # lint + 自动修 +uv run alembic revision --autogenerate -m "msg" # 生成 MySQL 迁移 +uv run alembic upgrade head # 执行迁移 +docker compose up -d --build # 整套起 ``` -### Prefer `async` dependencies -FastAPI supports both `sync` and `async` dependencies. It's tempting to use `sync` when you don't need to await anything, but that's not the best choice. +## 新增一个业务域 -Just like routes, `sync` dependencies run in a threadpool. Threads have overhead that's unnecessary for small non-I/O operations. +照抄 `src/items/` 为 `src/{domain}/`，然后： -[See more](https://github.com/Kludex/fastapi-tips?tab=readme-ov-file#9-your-dependencies-may-be-running-on-threads) (external link) +1. `mongo.py` 里写 Document，并在 `src/mongo.py` 的 `_collect_documents()` 登记 +2. `mysql.py` 里写 ORM 模型，并在 `alembic/env.py` import 保证 metadata 可见 +3. `main.py` 里 `include_router` - -## Miscellaneous -### Follow the REST -Developing RESTful API makes it easier to reuse dependencies in routes like these: - 1. `GET /courses/:course_id` - 2. `GET /courses/:course_id/chapters/:chapter_id/lessons` - 3. `GET /chapters/:chapter_id` - -The only caveat is having to use the same variable names in the path: -- If you have two endpoints `GET /profiles/:profile_id` and `GET /creators/:creator_id` -that both validate whether the given `profile_id` exists, but `GET /creators/:creator_id` -also checks if the profile is creator, then it's better to rename `creator_id` path variable to `profile_id` and chain those two dependencies. -```python -# src.profiles.dependencies -async def valid_profile_id(profile_id: UUID4) -> Mapping: - profile = await service.get_by_id(profile_id) - if not profile: - raise ProfileNotFound() - - return profile - -# src.creators.dependencies -async def valid_creator_id(profile: Mapping = Depends(valid_profile_id)) -> Mapping: - if not profile["is_creator"]: - raise ProfileNotCreator() - - return profile - -# src.profiles.router.py -@router.get("/profiles/{profile_id}", response_model=ProfileResponse) -async def get_user_profile_by_id(profile: Mapping = Depends(valid_profile_id)): - """Get profile by id.""" - return profile - -# src.creators.router.py -@router.get("/creators/{profile_id}", response_model=ProfileResponse) -async def get_user_profile_by_id( - creator_profile: Mapping = Depends(valid_creator_id) -): - """Get creator's profile by id.""" - return creator_profile - -``` -### FastAPI response serialization -You might think you can return a Pydantic object that matches your route's `response_model` and skip some processing steps, but you'd be wrong. - -FastAPI first converts the Pydantic object to a dict using `jsonable_encoder`, then validates the data against your `response_model`, and only then serializes it to JSON. - -This means your Pydantic model object is created twice: -- First, when you explicitly create it to return from your route. -- Second, implicitly by FastAPI to validate the response data according to the response_model. - -```python -from fastapi import FastAPI -from pydantic import BaseModel, model_validator - -app = FastAPI() - - -class ProfileResponse(BaseModel): - @model_validator(mode="after") - def debug_usage(self): - print("created pydantic model") - - return self - - -@app.get("/", response_model=ProfileResponse) -async def root(): - return ProfileResponse() -``` -**Logs Output:** -``` -[INFO] [2022-08-28 12:00:00.000000] created pydantic model -[INFO] [2022-08-28 12:00:00.000020] created pydantic model -``` - -### If you must use sync SDK, then run it in a thread pool. -If you must use a library that's not `async`, run the HTTP calls in an external worker thread. - -Use `run_in_threadpool` from Starlette. -```python -from fastapi import FastAPI -from fastapi.concurrency import run_in_threadpool -from my_sync_library import SyncAPIClient - -app = FastAPI() - - -@app.get("/") -async def call_my_sync_library(): - my_data = await service.get_my_data() - - client = SyncAPIClient() - await run_in_threadpool(client.make_request, data=my_data) -``` - -### BackgroundTasks vs a real task queue -FastAPI's `BackgroundTasks` is convenient — and a footgun if you misuse it. Tasks run **after the response is sent, in the same worker process**. If the worker dies, the task is gone. There is no retry, no visibility, no scheduling. - -| Use `BackgroundTasks` when… | Use Celery / Arq / RQ when… | -|--------------------------------------------------|-------------------------------------------------| -| Task is short (< 1 second) | Task takes seconds to minutes | -| Failure can be silently dropped | You need retries or dead-letter handling | -| It's in-process (send email, log a row) | It's CPU-heavy or needs a separate worker pool | -| You don't need scheduling or rate limiting | You need cron, ETA, or rate limiting | - -```python -from fastapi import BackgroundTasks - - -@router.post("/signup") -async def signup(data: SignupIn, bg: BackgroundTasks): - user = await service.create_user(data) - bg.add_task(send_welcome_email, user.email) # fire-and-forget, in-process - return user -``` -Rule of thumb: if you'd page someone when the task is lost, it doesn't belong in `BackgroundTasks`. - -### ValueErrors might become Pydantic ValidationError -If you raise a `ValueError` in a Pydantic schema that's used directly in a request body, FastAPI will return a detailed validation error response to users. -```python -# src.profiles.schemas -from pydantic import BaseModel, field_validator - -class ProfileCreate(BaseModel): - username: str - password: str - - @field_validator("password", mode="after") - @classmethod - def valid_password(cls, password: str) -> str: - if not re.match(STRONG_PASSWORD_PATTERN, password): - raise ValueError( - "Password must contain at least " - "one lower character, " - "one upper character, " - "digit or " - "special symbol" - ) - - return password - - -# src.profiles.routes -from fastapi import APIRouter - -router = APIRouter() - - -@router.post("/profiles") -async def create_profile(profile_data: ProfileCreate): - pass -``` -**Response Example:** - - - -### Docs -1. Unless your API is public, hide docs by default. Show it explicitly on the selected envs only. -```python -from fastapi import FastAPI -from starlette.config import Config - -config = Config(".env") # parse .env file for env variables - -ENVIRONMENT = config("ENVIRONMENT") # get current env name -SHOW_DOCS_ENVIRONMENT = ("local", "staging") # explicit list of allowed envs - -app_configs = {"title": "My Cool API"} -if ENVIRONMENT not in SHOW_DOCS_ENVIRONMENT: - app_configs["openapi_url"] = None # set url for docs as null - -app = FastAPI(**app_configs) -``` -2. Help FastAPI to generate an easy-to-understand docs - 1. Set `response_model`, `status_code`, `description`, etc. - 2. If models and statuses vary, use `responses` route attribute to add docs for different responses -```python -from fastapi import APIRouter, status - -router = APIRouter() - -@router.post( - "/endpoints", - response_model=DefaultResponseModel, # default response pydantic model - status_code=status.HTTP_201_CREATED, # default status code - description="Description of the well documented endpoint", - tags=["Endpoint Category"], - summary="Summary of the Endpoint", - responses={ - status.HTTP_200_OK: { - "model": OkResponse, # custom pydantic model for 200 response - "description": "Ok Response", - }, - status.HTTP_201_CREATED: { - "model": CreatedResponse, # custom pydantic model for 201 response - "description": "Creates something from user request", - }, - status.HTTP_202_ACCEPTED: { - "model": AcceptedResponse, # custom pydantic model for 202 response - "description": "Accepts request and handles it later", - }, - }, -) -async def documented_route(): - pass -``` -Will generate docs like this: -![FastAPI Generated Custom Response Docs](images/custom_responses.png "Custom Response Docs") - -### Set DB keys naming conventions -Explicitly setting the indexes' namings according to your database's convention is preferable over sqlalchemy's. -```python -from sqlalchemy import MetaData - -POSTGRES_INDEXES_NAMING_CONVENTION = { - "ix": "%(column_0_label)s_idx", - "uq": "%(table_name)s_%(column_0_name)s_key", - "ck": "%(table_name)s_%(constraint_name)s_check", - "fk": "%(table_name)s_%(column_0_name)s_fkey", - "pk": "%(table_name)s_pkey", -} -metadata = MetaData(naming_convention=POSTGRES_INDEXES_NAMING_CONVENTION) -``` -### Migrations. Alembic -1. Migrations must be static and reversible. If your migrations depend on dynamically generated data, make sure only the data itself is dynamic, not its structure. -2. Generate migrations with descriptive names and slugs. The slug is required and should explain the changes. -3. Set a human-readable file template for new migrations. We use the `*date*_*slug*.py` pattern, e.g., `2022-08-24_post_content_idx.py` -``` -# alembic.ini -file_template = %%(year)d-%%(month).2d-%%(day).2d_%%(slug)s -``` -### Set DB naming conventions -Being consistent with names is important. Some rules we followed: -1. lower_case_snake -2. singular form (e.g. `post`, `post_like`, `user_playlist`) -3. group similar tables with module prefix, e.g. `payment_account`, `payment_bill`, `post`, `post_like` -4. stay consistent across tables, but concrete namings are ok, e.g. - 1. use `profile_id` in all tables, but if some of them need only profiles that are creators, use `creator_id` - 2. use `post_id` for all abstract tables like `post_like`, `post_view`, but use concrete naming in relevant modules like `course_id` in `chapters.course_id` -5. `_at` suffix for datetime -6. `_date` suffix for date -### SQL-first. Pydantic-second -- Usually, database handles data processing much faster and cleaner than CPython will ever do. -- It's preferable to do all the complex joins and simple data manipulations with SQL. -- It's preferable to aggregate JSONs in DB for responses with nested objects. - -For new projects, reach for SQLAlchemy 2.0's async API (`AsyncSession`, `async_sessionmaker`). The example below uses `encode/databases` for brevity — the SQL-first principle is what matters; the client is interchangeable. -```python -# src.posts.service -from typing import Any - -from pydantic import UUID4 -from sqlalchemy import desc, func, select, text -from sqlalchemy.sql.functions import coalesce - -from src.database import database, posts, profiles, post_review, products - -async def get_posts( - creator_id: UUID4, *, limit: int = 10, offset: int = 0 -) -> list[dict[str, Any]]: - select_query = ( - select( - ( - posts.c.id, - posts.c.slug, - posts.c.title, - func.json_build_object( - text("'id', profiles.id"), - text("'first_name', profiles.first_name"), - text("'last_name', profiles.last_name"), - text("'username', profiles.username"), - ).label("creator"), - ) - ) - .select_from(posts.join(profiles, posts.c.owner_id == profiles.c.id)) - .where(posts.c.owner_id == creator_id) - .limit(limit) - .offset(offset) - .group_by( - posts.c.id, - posts.c.type, - posts.c.slug, - posts.c.title, - profiles.c.id, - profiles.c.first_name, - profiles.c.last_name, - profiles.c.username, - profiles.c.avatar, - ) - .order_by( - desc(coalesce(posts.c.updated_at, posts.c.published_at, posts.c.created_at)) - ) - ) - - return await database.fetch_all(select_query) - -# src.posts.schemas -from typing import Any - -from pydantic import BaseModel, UUID4 - - -class Creator(BaseModel): - id: UUID4 - first_name: str - last_name: str - username: str - - -class Post(BaseModel): - id: UUID4 - slug: str - title: str - creator: Creator - - -# src.posts.router -from fastapi import APIRouter, Depends - -router = APIRouter() - - -@router.get("/creators/{creator_id}/posts", response_model=list[Post]) -async def get_creator_posts(creator: dict[str, Any] = Depends(valid_creator_id)): - posts = await service.get_posts(creator["id"]) - - return posts -``` -### Set tests client async from day 0 -Writing integration tests with DB will likely lead to messed up event loop errors in the future. -Set the async test client immediately, using [httpx](https://www.python-httpx.org/) with `ASGITransport`. Don't reach for `async_asgi_testclient` — it's unmaintained. - -```python -from typing import AsyncGenerator - -import pytest -from httpx import AsyncClient, ASGITransport - -from src.main import app # inited FastAPI app - - -@pytest.fixture -async def client() -> AsyncGenerator[AsyncClient, None]: - transport = ASGITransport(app=app) - async with AsyncClient(transport=transport, base_url="http://test") as ac: - yield ac - - -@pytest.mark.asyncio -async def test_create_post(client: AsyncClient): - resp = await client.post("/posts") - - assert resp.status_code == 201 -``` - -#### Override dependencies in tests -Don't monkeypatch internals. FastAPI's `dependency_overrides` lets you swap any dependency for a test fake — auth, external clients, anything you don't want hitting the network. - -```python -from src.auth.dependencies import parse_jwt_data -from src.main import app - - -def fake_user(): - return {"user_id": "00000000-0000-0000-0000-000000000001"} - - -@pytest.fixture(autouse=True) -def _override_auth(): - app.dependency_overrides[parse_jwt_data] = fake_user - yield - app.dependency_overrides.clear() -``` - -Unless you have synchronous database connections (excuse me?) or don't plan to write integration tests. - -### Use ruff -With linters, you can forget about formatting the code and focus on writing the business logic. - -[Ruff](https://github.com/astral-sh/ruff) is "blazingly-fast" new linter that replaces black, autoflake, isort, and supports more than 600 lint rules. - -It's a popular good practice to use pre-commit hooks, but just using the script was ok for us. -```shell -#!/bin/sh -e -set -x - -ruff check --fix src -ruff format src -``` - -## Bonus Section -Some very kind people shared their own experience and best practices that are definitely worth reading. -Check them out at [issues](https://github.com/zhanymkanov/fastapi-best-practices/issues) section of the project. - -For instance, [lowercase00](https://github.com/zhanymkanov/fastapi-best-practices/issues/4) -has described in details their best practices working with permissions & auth, class-based services & views, -task queues, custom response serializers, configuration with dynaconf, etc. - -If you have something to share about your experience working with FastAPI, whether it's good or bad, -you are very welcome to create a new issue. It is our pleasure to read it. +详细规范（结构、命名、依赖注入、异步纪律、Git 提交）都在 [AGENTS.md](./AGENTS.md)。 diff --git a/alembic.ini b/alembic.ini new file mode 100644 index 0000000..11a4fef --- /dev/null +++ b/alembic.ini @@ -0,0 +1,38 @@ +[alembic] +script_location = alembic +prepend_sys_path = . +# sqlalchemy.url 由 alembic/env.py 从 src.config.settings 注入，不在此硬编码 + +[loggers] +keys = root,sqlalchemy,alembic + +[handlers] +keys = console + +[formatters] +keys = generic + +[logger_root] +level = WARNING +handlers = console +qualname = + +[logger_sqlalchemy] +level = WARNING +handlers = +qualname = sqlalchemy.engine + +[logger_alembic] +level = INFO +handlers = +qualname = alembic + +[handler_console] +class = StreamHandler +args = (sys.stderr,) +level = NOTSET +formatter = generic + +[formatter_generic] +format = %(levelname)-5.5s [%(name)s] %(message)s +datefmt = %H:%M:%S diff --git a/alembic/env.py b/alembic/env.py new file mode 100644 index 0000000..87a0449 --- /dev/null +++ b/alembic/env.py @@ -0,0 +1,53 @@ +"""Alembic async env：仅用于 MySQL 后端。MongoDB 无 schema 迁移概念。""" + +import asyncio +from logging.config import fileConfig + +from sqlalchemy.ext.asyncio import async_engine_from_config + +from alembic import context + +config = context.config +if config.config_file_name is not None: + fileConfig(config.config_file_name) + +# 从应用配置注入 DSN + metadata +import src.items.mysql +from src.config import settings +from src.database import Base + +config.set_main_option("sqlalchemy.url", settings.MYSQL_DSN) +target_metadata = Base.metadata + + +def run_migrations_offline() -> None: + context.configure( + url=config.get_main_option("sqlalchemy.url"), + target_metadata=target_metadata, + literal_binds=True, + dialect_opts={"paramstyle": "named"}, + ) + with context.begin_transaction(): + context.run_migrations() + + +def do_run_migrations(connection) -> None: + context.configure(connection=connection, target_metadata=target_metadata) + with context.begin_transaction(): + context.run_migrations() + + +async def run_migrations_online() -> None: + connectable = async_engine_from_config( + config.get_section(config.config_ini_section, {}), + prefix="sqlalchemy.", + ) + async with connectable.connect() as connection: + await connection.run_sync(do_run_migrations) + await connectable.dispose() + + +if context.is_offline_mode(): + run_migrations_offline() +else: + asyncio.run(run_migrations_online()) diff --git a/alembic/script.py.mako b/alembic/script.py.mako new file mode 100644 index 0000000..49a7df2 --- /dev/null +++ b/alembic/script.py.mako @@ -0,0 +1,24 @@ +"""${message} + +Revision ID: ${up_revision} +Revises: ${down_revision | comma,n} +Create Date: ${create_date} +""" +from collections.abc import Sequence + +from alembic import op +import sqlalchemy as sa +${imports if imports else ""} + +revision: str = ${repr(up_revision)} +down_revision: str | None = ${repr(down_revision)} +branch_labels: str | Sequence[str] | None = ${repr(branch_labels)} +depends_on: str | Sequence[str] | None = ${repr(depends_on)} + + +def upgrade() -> None: + ${upgrades if upgrades else "pass"} + + +def downgrade() -> None: + ${downgrades if downgrades else "pass"} diff --git a/alembic/versions/81076765be75_init_items_table.py b/alembic/versions/81076765be75_init_items_table.py new file mode 100644 index 0000000..c23fc97 --- /dev/null +++ b/alembic/versions/81076765be75_init_items_table.py @@ -0,0 +1,36 @@ +"""init items table + +Revision ID: 81076765be75 +Revises: +Create Date: 2026-08-21 21:21:49.098436 +""" +from collections.abc import Sequence + +from alembic import op +import sqlalchemy as sa + + +revision: str = '81076765be75' +down_revision: str | None = None +branch_labels: str | Sequence[str] | None = None +depends_on: str | Sequence[str] | None = None + + +def upgrade() -> None: + # ### commands auto generated by Alembic - please adjust! ### + op.create_table('items', + sa.Column('id', sa.Integer(), autoincrement=True, nullable=False), + sa.Column('name', sa.String(length=128), nullable=False), + sa.Column('description', sa.Text(), nullable=True), + sa.Column('created_at', sa.DateTime(), server_default=sa.text('now()'), nullable=False), + sa.PrimaryKeyConstraint('id') + ) + op.create_index(op.f('ix_items_name'), 'items', ['name'], unique=False) + # ### end Alembic commands ### + + +def downgrade() -> None: + # ### commands auto generated by Alembic - please adjust! ### + op.drop_index(op.f('ix_items_name'), table_name='items') + op.drop_table('items') + # ### end Alembic commands ### diff --git a/alembic/versions/README.md b/alembic/versions/README.md new file mode 100644 index 0000000..fff7608 --- /dev/null +++ b/alembic/versions/README.md @@ -0,0 +1,3 @@ +# 迁移版本文件目录。 +# 生成迁移：uv run alembic revision --autogenerate -m "add xxx table" +# 执行迁移：uv run alembic upgrade head diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..42961f2 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,34 @@ +services: + app: + build: . + ports: + - "8000:8000" + env_file: .env + environment: + # compose 内网地址覆盖 .env 里的 127.0.0.1 + MYSQL_DSN: mysql+aiomysql://root:root@mysql:3306/app?charset=utf8mb4 + MONGO_DSN: mongodb://mongo:27017 + depends_on: + - mysql + - mongo + + mysql: + image: mysql:8.0 + environment: + MYSQL_ROOT_PASSWORD: root + MYSQL_DATABASE: app + ports: + - "3306:3306" + volumes: + - mysql_data:/var/lib/mysql + + mongo: + image: mongo:8.0 + ports: + - "27017:27017" + volumes: + - mongo_data:/data/db + +volumes: + mysql_data: + mongo_data: diff --git a/docs/AGENTS_GENERIC.md b/docs/AGENTS_GENERIC.md new file mode 100644 index 0000000..1c15b2b --- /dev/null +++ b/docs/AGENTS_GENERIC.md @@ -0,0 +1,447 @@ +# FastAPI Best Practices for AI Agents + +A machine-readable companion to [README.md](./README.md) for AI coding agents +working in FastAPI projects. Same rules, restructured for fast pattern matching: +version pins, Do/Don't blocks, anti-patterns, and a quick-reference table. + +## Compatibility Matrix + +Pin to these versions or newer. Examples in this file assume them. + +| Dependency | Minimum | Notes | +|------------------|-----------|------------------------------------------------------| +| Python | 3.11 | Required for `StrEnum` and `X \| Y` union syntax | +| FastAPI | 0.115 | `Annotated[T, Depends(...)]` is the idiomatic form | +| Pydantic | 2.7 | v1 APIs (`json_encoders`, `.dict()`) are removed | +| pydantic-settings| 2.4 | Lives in a separate package since Pydantic v2 | +| SQLAlchemy | 2.0 | Use the async API (`AsyncSession`, `async_sessionmaker`) | +| Alembic | 1.13 | Async-aware migrations | +| httpx | 0.27 | Use `ASGITransport` for in-process tests | +| PyJWT | 2.9 | Use this, not the unmaintained `python-jose` | +| ruff | 0.6 | Replaces black, isort, autoflake | + +## Project Structure + +Organize by domain, not by file type. One package per bounded context. + +``` +src/ +├── {domain}/ # e.g., auth/, posts/, aws/ +│ ├── router.py # API endpoints +│ ├── schemas.py # Pydantic models +│ ├── models.py # SQLAlchemy ORM models +│ ├── service.py # Business logic +│ ├── dependencies.py # Route dependencies +│ ├── config.py # Domain-scoped BaseSettings +│ ├── constants.py # Constants and error codes +│ ├── exceptions.py # Domain-specific exceptions +│ └── utils.py # Helper functions +├── config.py # Global BaseSettings +├── models.py # Shared Pydantic / ORM bases +├── exceptions.py # Global exceptions +├── database.py # Async engine + session factory +└── main.py # FastAPI app + lifespan +``` + +**Cross-domain imports**: always use the explicit module name. Never `from src.auth import *`. + +```python +from src.auth import constants as auth_constants +from src.notifications import service as notification_service +from src.posts.constants import ErrorCode as PostsErrorCode +``` + +## Async Routes + +### Decision rule + +| Route does this | Use | +|----------------------------------------|-------------| +| `await`-able non-blocking I/O | `async def` | +| Blocking I/O (no async client exists) | `def` (sync, runs in threadpool) | +| Mix of both | `async def` + `run_in_threadpool` for the blocking part | +| CPU-bound work (>50 ms compute) | Offload to a worker process (Celery / RQ / Arq) | + +### Do / Don't + +```python +# DON'T — blocking call inside async route freezes the entire event loop +@router.get("/bad") +async def bad(): + time.sleep(10) # blocks every request on this worker + return {"ok": True} + +# DO — sync route lets FastAPI run it in a threadpool +@router.get("/sync-ok") +def sync_ok(): + time.sleep(10) # blocks one threadpool worker, not the loop + return {"ok": True} + +# DO — async route with awaitable sleep +@router.get("/async-ok") +async def async_ok(): + await asyncio.sleep(10) # yields control, loop keeps serving requests + return {"ok": True} + +# DO — async route that has to call a sync library +from fastapi.concurrency import run_in_threadpool + +@router.get("/wrap") +async def wrap(): + result = await run_in_threadpool(legacy_sync_client.fetch, "id") + return result +``` + +### Threadpool caveats +- Default Starlette threadpool size is 40. Saturating it slows every sync route. +- Threads cost more than coroutines. Don't use sync routes "just because." + +## Pydantic + +### Use built-in validators +```python +from enum import StrEnum +from pydantic import AnyUrl, BaseModel, EmailStr, Field + + +class MusicBand(StrEnum): + AEROSMITH = "AEROSMITH" + QUEEN = "QUEEN" + ACDC = "AC/DC" + + +class UserCreate(BaseModel): + first_name: str = Field(min_length=1, max_length=128) + username: str = Field(min_length=1, max_length=128, pattern=r"^[A-Za-z0-9_-]+$") + email: EmailStr + age: int = Field(ge=18) # required, must be >= 18 + favorite_band: MusicBand | None = None + website: AnyUrl | None = None +``` + +> **Don't** write `Field(ge=18, default=None)`. The constraint and the default contradict +> each other. Decide: required (`Field(ge=18)`) or optional (`int | None = Field(default=None, ge=18)`). + +### Custom base model — modern serialization + +`json_encoders` is deprecated in Pydantic v2. Use `@field_serializer` for per-field rules, +or annotate a custom type with `PlainSerializer`. + +```python +from datetime import datetime +from zoneinfo import ZoneInfo +from pydantic import BaseModel, ConfigDict, field_serializer + + +class CustomModel(BaseModel): + model_config = ConfigDict(populate_by_name=True) + + @field_serializer("*", when_used="json", check_fields=False) + def _serialize_datetimes(self, value): + if isinstance(value, datetime): + if value.tzinfo is None: + value = value.replace(tzinfo=ZoneInfo("UTC")) + return value.strftime("%Y-%m-%dT%H:%M:%S%z") + return value +``` + +### Split BaseSettings by domain + +`pydantic-settings` is its own package since Pydantic v2. + +```python +# src/auth/config.py +from datetime import timedelta +from pydantic_settings import BaseSettings, SettingsConfigDict + + +class AuthConfig(BaseSettings): + model_config = SettingsConfigDict(env_prefix="AUTH_", env_file=".env", extra="ignore") + + JWT_ALG: str + JWT_SECRET: str + JWT_EXP_MINUTES: int = 5 + REFRESH_TOKEN_KEY: str + REFRESH_TOKEN_EXP: timedelta = timedelta(days=30) + SECURE_COOKIES: bool = True + + +auth_settings = AuthConfig() +``` + +## Dependencies + +### Use Annotated, not default-arg `Depends(...)` + +`Annotated[T, Depends(...)]` is the idiomatic form since FastAPI 0.95 and avoids +gotchas with default values. + +```python +# DO — modern Annotated form +from typing import Annotated +from fastapi import Depends + +PostDep = Annotated[dict, Depends(valid_post_id)] + +@router.get("/posts/{post_id}") +async def get_post(post: PostDep): + return post + +# Avoid — default-argument form (still works, but legacy) +@router.get("/posts/{post_id}") +async def get_post(post: dict = Depends(valid_post_id)): + return post +``` + +### Validate inside dependencies (not just inject) +```python +async def valid_post_id(post_id: UUID4) -> dict: + post = await service.get_by_id(post_id) + if not post: + raise PostNotFound() + return post +``` + +### Chain dependencies for reuse +```python +async def valid_owned_post( + post: Annotated[dict, Depends(valid_post_id)], + token_data: Annotated[dict, Depends(parse_jwt_data)], +) -> dict: + if post["creator_id"] != token_data["user_id"]: + raise UserNotOwner() + return post +``` + +### Rules +- Dependencies are **cached per request**. Same `Depends(x)` called 5 times in one request → `x` runs once. +- Prefer `async def` dependencies. Sync deps run in the threadpool — wasted overhead for small CPU-only checks. +- Use **the same path-variable name** across endpoints when you want to share a dependency (e.g. `profile_id` in both `/profiles/{profile_id}` and `/creators/{profile_id}`). + +## Authentication — JWT + +Use **`PyJWT`**, not `python-jose` (unmaintained). + +```python +import jwt # PyJWT +from jwt.exceptions import InvalidTokenError + +def decode_token(token: str) -> dict: + try: + return jwt.decode(token, settings.JWT_SECRET, algorithms=[settings.JWT_ALG]) + except InvalidTokenError as exc: + raise InvalidCredentials() from exc +``` + +## Database — SQLAlchemy 2.0 async + +Prefer SQLAlchemy 2.0's async API. `encode/databases` is in maintenance mode — don't pick it for new projects. + +```python +# src/database.py +from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine + +engine = create_async_engine(str(settings.DATABASE_URL), pool_pre_ping=True) +SessionFactory = async_sessionmaker(engine, expire_on_commit=False) + + +async def get_db() -> AsyncSession: + async with SessionFactory() as session: + yield session +``` + +### Naming conventions +- `lower_case_snake` +- Singular tables: `post`, `user`, `post_like` +- Group with prefix: `payment_account`, `payment_bill` +- `_at` suffix for `datetime`, `_date` suffix for `date` +- Use the same FK column name everywhere it appears (`profile_id`, not `user_id` in some tables and `profile_id` in others) + +### Index naming convention +```python +from sqlalchemy import MetaData + +POSTGRES_INDEXES_NAMING_CONVENTION = { + "ix": "%(column_0_label)s_idx", + "uq": "%(table_name)s_%(column_0_name)s_key", + "ck": "%(table_name)s_%(constraint_name)s_check", + "fk": "%(table_name)s_%(column_0_name)s_fkey", + "pk": "%(table_name)s_pkey", +} +metadata = MetaData(naming_convention=POSTGRES_INDEXES_NAMING_CONVENTION) +``` + +### SQL-first, Pydantic-second +- Do joins, aggregation, and JSON shaping in SQL — Postgres is faster than CPython at this. +- Hydrate the result into Pydantic only for response validation, not for transformation. + +## Background work — BackgroundTasks vs Celery + +| Use BackgroundTasks when… | Use Celery / Arq / RQ when… | +|------------------------------------------|--------------------------------------------| +| Task is < 1 second | Task takes seconds to minutes | +| Failure can be silently dropped | You need retries, dead-letter, or visibility| +| Task is in-process (send email, log row) | Task is CPU-heavy or needs a separate pool | +| You don't need scheduling | You need cron, ETA, or rate limiting | + +```python +from fastapi import BackgroundTasks + +@router.post("/signup") +async def signup(data: SignupIn, bg: BackgroundTasks): + user = await service.create_user(data) + bg.add_task(send_welcome_email, user.email) # fire-and-forget, in-process + return user +``` + +> BackgroundTasks run **after the response is sent, in the same worker process**. If the +> worker dies, the task is lost. There is no retry. Don't use them for anything you'd +> page on. + +## Testing + +### Async client from day one +```python +import pytest +from httpx import AsyncClient, ASGITransport + +from src.main import app + + +@pytest.fixture +async def client(): + transport = ASGITransport(app=app) + async with AsyncClient(transport=transport, base_url="http://test") as ac: + yield ac + + +@pytest.mark.asyncio +async def test_create_post(client: AsyncClient): + resp = await client.post("/posts", json={"title": "hi"}) + assert resp.status_code == 201 +``` + +> **Don't** use `async_asgi_testclient` — it's unmaintained. The example above (httpx + +> `ASGITransport`) is the supported path. + +### Override dependencies in tests +Don't monkeypatch internals. Use FastAPI's built-in `dependency_overrides`. + +```python +from src.auth.dependencies import parse_jwt_data +from src.main import app + + +def fake_user(): + return {"user_id": "00000000-0000-0000-0000-000000000001"} + + +@pytest.fixture(autouse=True) +def _override_auth(): + app.dependency_overrides[parse_jwt_data] = fake_user + yield + app.dependency_overrides.clear() +``` + +## Migrations (Alembic) + +- Migrations must be static and reversible. +- Use the async template: `alembic init -t async migrations` +- Descriptive filenames: + ```ini + # alembic.ini + file_template = %%(year)d-%%(month).2d-%%(day).2d_%%(slug)s + ``` + → `2026-04-14_add_post_content_idx.py` + +## API documentation + +### Hide docs outside selected envs +```python +from fastapi import FastAPI +from src.config import settings + +SHOW_DOCS_IN = {"local", "staging"} +app_kwargs = {"title": "My API"} +if settings.ENVIRONMENT not in SHOW_DOCS_IN: + app_kwargs["openapi_url"] = None # disables /docs and /redoc + +app = FastAPI(**app_kwargs) +``` + +### Document endpoints fully +```python +from fastapi import APIRouter, status + +router = APIRouter() + + +@router.post( + "/items", + response_model=ItemResponse, + status_code=status.HTTP_201_CREATED, + summary="Create an item", + description="Creates an item owned by the authenticated user.", + tags=["items"], + responses={ + status.HTTP_400_BAD_REQUEST: {"model": ErrorResponse, "description": "Validation error"}, + status.HTTP_409_CONFLICT: {"model": ErrorResponse, "description": "Slug already exists"}, + }, +) +async def create_item(payload: ItemCreate) -> ItemResponse: ... +``` + +## Linting + +```shell +ruff check --fix src +ruff format src +``` + +Add to a pre-commit hook or run in CI. Ruff replaces black + isort + autoflake + most of flake8. + +--- + +## Anti-patterns — common AI-agent mistakes + +If you're an agent reviewing a diff, check for these. Each is a real failure mode I've +seen agents introduce. + +| Anti-pattern | Why it's wrong | Fix | +|---|---|---| +| `requests.get(...)` inside `async def` | Blocks the event loop. `requests` is sync. | Use `httpx.AsyncClient` or `await run_in_threadpool(requests.get, ...)`. | +| `time.sleep` / `open()` / sync DB driver inside `async def` | Same — blocks the loop. | Use the async equivalent (`asyncio.sleep`, `aiofiles`, async driver). | +| `from jose import jwt` | `python-jose` is unmaintained. | `import jwt` (PyJWT). | +| `from async_asgi_testclient import TestClient` | Unmaintained. | `httpx.AsyncClient` + `ASGITransport`. | +| `model_config = ConfigDict(json_encoders={...})` | Deprecated in Pydantic v2. | `@field_serializer` or `Annotated[T, PlainSerializer(...)]`. | +| `Field(ge=18, default=None)` | Constraint contradicts the default. | Pick required or optional, not both. | +| `def get_user(id: int = Depends(...))` (default-arg form) | Legacy; gotchas with default values. | `user: Annotated[User, Depends(...)]`. | +| Catching `Exception` around a route's body | Hides bugs and turns 500s into silent 200s. | Catch the specific exception class; raise `HTTPException` with a meaningful status. | +| `BackgroundTasks` for anything you'd page on | No retry, dies with the worker. | Use Celery / Arq / RQ. | +| Calling a sync ORM session inside `async def` | Blocks the loop, may deadlock the pool. | Use `AsyncSession`. | +| Returning a Pydantic model and *also* setting `response_model=` to that same class | Model gets constructed twice (validate + serialize). | Either return a `dict`/ORM row and let `response_model` validate, or drop `response_model` and trust the return type. | +| Importing across domains via deep paths (`from src.auth.service.user import ...`) | Tight coupling, hard to refactor. | `from src.auth import service as auth_service`. | +| Reusing one `BaseSettings` for the whole app | Hard to reason about, every domain reads every var. | One `BaseSettings` per domain. | +| Mocking the database in integration tests | Mock/prod divergence eventually fires in prod. | Use a real DB (testcontainers, ephemeral schema) and `dependency_overrides` for auth/external services. | + +## Quick reference + +| Scenario | Solution | +|--------------------------------------|---------------------------------------------------| +| Non-blocking I/O | `async def` route with `await` | +| Blocking I/O (no async client) | `def` route (sync, runs in threadpool) | +| Sync library inside async route | `await run_in_threadpool(fn, *args)` | +| CPU-intensive work | Celery / Arq / RQ worker process | +| Request validation against DB | Dependency that loads + validates + returns | +| Reuse validation across routes | Chain dependencies | +| Inject dependency in modern style | `Annotated[T, Depends(...)]` | +| Per-request dep caching | Default behavior — same `Depends(x)` runs once | +| Per-domain config | One `BaseSettings` subclass per domain | +| Custom datetime serialization | `@field_serializer` | +| Fire-and-forget short task | `BackgroundTasks` | +| Reliable / scheduled / heavy task | Celery / Arq / RQ | +| JWT decode | `PyJWT` (`import jwt`) | +| Async DB | SQLAlchemy 2.0 async (`AsyncSession`) | +| HTTP test client | `httpx.AsyncClient` + `ASGITransport` | +| Swap dep in tests | `app.dependency_overrides[dep] = fake` | +| Lint + format | `ruff check --fix` + `ruff format` | diff --git a/docs/BEST_PRACTICES.md b/docs/BEST_PRACTICES.md new file mode 100644 index 0000000..d8ddca6 --- /dev/null +++ b/docs/BEST_PRACTICES.md @@ -0,0 +1,871 @@ +## FastAPI Best Practices +Opinionated list of best practices and conventions we use at our startups. + +After several years of building production systems, +we've made both good and bad decisions that significantly impacted our developer experience. +Here are some lessons worth sharing. + +> **Working with an AI agent?** See [AGENTS.md](../AGENTS.md) for the same rules in a +> terse, machine-readable format with a version matrix, Do/Don't blocks, and an +> anti-patterns checklist. + +*[简体中文](./BEST_PRACTICES_ZH.md)* + +## Contents +- [Project Structure](#project-structure) +- [Async Routes](#async-routes) + - [I/O Intensive Tasks](#io-intensive-tasks) + - [CPU Intensive Tasks](#cpu-intensive-tasks) +- [Pydantic](#pydantic) + - [Excessively use Pydantic](#excessively-use-pydantic) + - [Custom Base Model](#custom-base-model) + - [Decouple Pydantic BaseSettings](#decouple-pydantic-basesettings) +- [Dependencies](#dependencies) + - [Beyond Dependency Injection](#beyond-dependency-injection) + - [Chain Dependencies](#chain-dependencies) + - [Decouple \& Reuse dependencies. Dependency calls are cached](#decouple--reuse-dependencies-dependency-calls-are-cached) + - [Prefer `async` dependencies](#prefer-async-dependencies) +- [Miscellaneous](#miscellaneous) + - [Follow the REST](#follow-the-rest) + - [FastAPI response serialization](#fastapi-response-serialization) + - [If you must use sync SDK, then run it in a thread pool.](#if-you-must-use-sync-sdk-then-run-it-in-a-thread-pool) + - [BackgroundTasks vs a real task queue](#backgroundtasks-vs-a-real-task-queue) + - [ValueErrors might become Pydantic ValidationError](#valueerrors-might-become-pydantic-validationerror) + - [Docs](#docs) + - [Set DB keys naming conventions](#set-db-keys-naming-conventions) + - [Migrations. Alembic](#migrations-alembic) + - [Set DB naming conventions](#set-db-naming-conventions) + - [SQL-first. Pydantic-second](#sql-first-pydantic-second) + - [Set tests client async from day 0](#set-tests-client-async-from-day-0) + - [Use ruff](#use-ruff) +- [Bonus Section](#bonus-section) + +## Project Structure +There are many ways to structure a project, but the best structure is one that is consistent, straightforward, and free of surprises. + +Many example projects and tutorials organize projects by file type (e.g., crud, routers, models), which works well for microservices or smaller projects. However, this approach didn't scale well for our monolith with many domains and modules. + +The structure I found more scalable and evolvable is inspired by Netflix's [Dispatch](https://github.com/Netflix/dispatch), with some minor modifications. +``` +fastapi-project +├── alembic/ +├── src +│ ├── auth +│ │ ├── router.py +│ │ ├── schemas.py # pydantic models +│ │ ├── models.py # db models +│ │ ├── dependencies.py +│ │ ├── config.py # local configs +│ │ ├── constants.py +│ │ ├── exceptions.py +│ │ ├── service.py +│ │ └── utils.py +│ ├── aws +│ │ ├── client.py # client model for external service communication +│ │ ├── schemas.py +│ │ ├── config.py +│ │ ├── constants.py +│ │ ├── exceptions.py +│ │ └── utils.py +│ ├── posts +│ │ ├── router.py +│ │ ├── schemas.py +│ │ ├── models.py +│ │ ├── dependencies.py +│ │ ├── constants.py +│ │ ├── exceptions.py +│ │ ├── service.py +│ │ └── utils.py +│ ├── config.py # global configs +│ ├── models.py # global models +│ ├── exceptions.py # global exceptions +│ ├── pagination.py # global module e.g. pagination +│ ├── database.py # db connection related stuff +│ └── main.py +├── tests/ +│ ├── auth +│ ├── aws +│ └── posts +├── templates/ +│ └── index.html +├── requirements +│ ├── base.txt +│ ├── dev.txt +│ └── prod.txt +├── .env +├── .gitignore +├── logging.ini +└── alembic.ini +``` +1. Store all domain directories inside `src` folder + 1. `src/` - highest level of an app, contains common models, configs, and constants, etc. + 2. `src/main.py` - root of the project, which inits the FastAPI app +2. Each package has its own router, schemas, models, etc. + 1. `router.py` - is a core of each module with all the endpoints + 2. `schemas.py` - for pydantic models + 3. `models.py` - for db models + 4. `service.py` - module specific business logic + 5. `dependencies.py` - router dependencies + 6. `constants.py` - module specific constants and error codes + 7. `config.py` - e.g. env vars + 8. `utils.py` - non-business logic functions, e.g. response normalization, data enrichment, etc. + 9. `exceptions.py` - module specific exceptions, e.g. `PostNotFound`, `InvalidUserData` +3. When package requires services or dependencies or constants from other packages - import them with an explicit module name +```python +from src.auth import constants as auth_constants +from src.notifications import service as notification_service +from src.posts.constants import ErrorCode as PostsErrorCode # in case we have Standard ErrorCode in constants module of each package +``` + +## Async Routes +FastAPI is an async-first framework—it's designed to work with async I/O operations, which is why it's so fast. + +However, FastAPI doesn't restrict you to only `async` routes; you can use `sync` routes too. This might confuse beginners into thinking they're the same, but they're not. + +### I/O Intensive Tasks +Under the hood, FastAPI can [effectively handle](https://fastapi.tiangolo.com/async/#path-operation-functions) both async and sync I/O operations: +- FastAPI runs `sync` routes in a [threadpool](https://en.wikipedia.org/wiki/Thread_pool), so blocking I/O operations won't stop the [event loop](https://docs.python.org/3/library/asyncio-eventloop.html) from executing other tasks. +- If the route is defined as `async`, it's called via `await` and FastAPI trusts you to only perform non-blocking I/O operations. + +The caveat is that if you violate that trust and execute blocking operations within async routes, the event loop won't be able to run other tasks until the blocking operation completes. +```python +import asyncio +import time + +from fastapi import APIRouter + + +router = APIRouter() + + +@router.get("/terrible-ping") +async def terrible_ping(): + time.sleep(10) # I/O blocking operation for 10 seconds, the whole process will be blocked + + return {"pong": True} + +@router.get("/good-ping") +def good_ping(): + time.sleep(10) # I/O blocking operation for 10 seconds, but in a separate thread for the whole `good_ping` route + + return {"pong": True} + +@router.get("/perfect-ping") +async def perfect_ping(): + await asyncio.sleep(10) # non-blocking I/O operation + + return {"pong": True} + +``` +**What happens when we call:** +1. `GET /terrible-ping` + 1. FastAPI server receives a request and starts handling it + 2. Server's event loop and all queued tasks wait until `time.sleep()` finishes + 1. Since the route is `async`, the server doesn't offload it to a threadpool—it blocks the entire event loop + 2. Server won't accept any new requests while waiting + 3. Server returns the response + 1. Only after responding does the server resume accepting new requests +2. `GET /good-ping` + 1. FastAPI server receives a request and starts handling it + 2. FastAPI sends the entire `good_ping` route to the threadpool, where a worker thread runs the function + 3. While `good_ping` executes, the event loop continues processing other tasks (e.g., accepting new requests, calling the database) + - The worker thread waits for `time.sleep` to finish, independently of the main thread + - The sync operation blocks only the worker thread, not the main event loop + 4. When `good_ping` finishes, the server returns a response to the client +3. `GET /perfect-ping` + 1. FastAPI server receives a request and starts handling it + 2. FastAPI awaits `asyncio.sleep(10)` + 3. Event loop continues processing other tasks from the queue (e.g., accepting new requests, calling the database) + 4. When `asyncio.sleep(10)` completes, the server finishes executing the route and returns a response to the client + +> [!WARNING] +> Notes on the thread pool: +> - Threads require more resources than coroutines, so they are not as cheap as async I/O operations. +> - Thread pool has a limited number of threads, i.e. you might run out of threads and your app will become slow. [Read more](https://github.com/Kludex/fastapi-tips?tab=readme-ov-file#2-be-careful-with-non-async-functions) (external link) + +### CPU Intensive Tasks +The second caveat is that non-blocking awaitables and threadpool offloading are only beneficial for I/O intensive tasks (e.g., file operations, database calls, external API requests). +- Awaiting CPU-intensive tasks (e.g., heavy calculations, data processing, video transcoding) provides no benefit since the CPU must actively work to complete them. In contrast, I/O operations are external—the server just waits for a response and can handle other tasks in the meantime. +- Running CPU-intensive tasks in other threads is also ineffective due to the [GIL](https://realpython.com/python-gil/). In short, the GIL allows only one thread to execute Python bytecode at a time, making threads ineffective for CPU-bound work. +- To optimize CPU-intensive tasks, you should offload them to worker processes (e.g., using `multiprocessing` or a task queue like Celery). + +**Related StackOverflow questions of confused users** +1. https://stackoverflow.com/questions/62976648/architecture-flask-vs-fastapi/70309597#70309597 + - Here you can also check [my answer](https://stackoverflow.com/a/70309597/6927498) +2. https://stackoverflow.com/questions/65342833/fastapi-uploadfile-is-slow-compared-to-flask +3. https://stackoverflow.com/questions/71516140/fastapi-runs-api-calls-in-serial-instead-of-parallel-fashion + +## Pydantic +### Excessively use Pydantic +Pydantic has a rich set of features to validate and transform data. + +In addition to standard features like required and optional fields with default values, +Pydantic has built-in data processing tools like regex validation, enums, string manipulation, email validation, and more. +```python +from enum import StrEnum +from pydantic import AnyUrl, BaseModel, EmailStr, Field + + +class MusicBand(StrEnum): + AEROSMITH = "AEROSMITH" + QUEEN = "QUEEN" + ACDC = "AC/DC" + + +class UserBase(BaseModel): + first_name: str = Field(min_length=1, max_length=128) + username: str = Field(min_length=1, max_length=128, pattern="^[A-Za-z0-9-_]+$") + email: EmailStr + age: int = Field(ge=18) # required, must be greater or equal to 18 + favorite_band: MusicBand | None = None # only "AEROSMITH", "QUEEN", "AC/DC" values are allowed to be inputted + website: AnyUrl | None = None +``` +### Custom Base Model +Having a controllable global base model allows us to customize all the models within the app. For instance, we can enforce a standard datetime format or introduce a common method for all subclasses of the base model. +```python +from datetime import datetime +from typing import Any +from zoneinfo import ZoneInfo + +from fastapi.encoders import jsonable_encoder +from pydantic import BaseModel, ConfigDict, field_serializer + + +class CustomModel(BaseModel): + model_config = ConfigDict(populate_by_name=True) + + @field_serializer("*", when_used="json", check_fields=False) + def _serialize_datetimes(self, value: Any) -> Any: + if isinstance(value, datetime): + if value.tzinfo is None: + value = value.replace(tzinfo=ZoneInfo("UTC")) + return value.strftime("%Y-%m-%dT%H:%M:%S%z") + return value + + def serializable_dict(self, **kwargs): + """Return a dict which contains only serializable fields.""" + default_dict = self.model_dump() + + return jsonable_encoder(default_dict) + + +``` +In the example above, we have decided to create a global base model that: +- Serializes all datetime fields to a standard format with an explicit timezone +- Provides a method to return a dict with only serializable fields +### Decouple Pydantic BaseSettings +BaseSettings is great for reading environment variables, but a single BaseSettings for the whole app gets messy. Split it across modules and domains. +```python +# src.auth.config +from datetime import timedelta + +from pydantic_settings import BaseSettings + + +class AuthConfig(BaseSettings): + JWT_ALG: str + JWT_SECRET: str + JWT_EXP: int = 5 # minutes + + REFRESH_TOKEN_KEY: str + REFRESH_TOKEN_EXP: timedelta = timedelta(days=30) + + SECURE_COOKIES: bool = True + + +auth_settings = AuthConfig() + + +# src.config +from pydantic import PostgresDsn, RedisDsn +from pydantic_settings import BaseSettings + +from src.constants import Environment + + +class Config(BaseSettings): + DATABASE_URL: PostgresDsn + REDIS_URL: RedisDsn + + SITE_DOMAIN: str = "myapp.com" + + ENVIRONMENT: Environment = Environment.PRODUCTION + + SENTRY_DSN: str | None = None + + CORS_ORIGINS: list[str] + CORS_ORIGINS_REGEX: str | None = None + CORS_HEADERS: list[str] + + APP_VERSION: str = "1.0" + + +settings = Config() + +``` + +## Dependencies +### Beyond Dependency Injection +Pydantic is a great schema validator, but for complex validations that require database or external service calls, it's not enough. + +FastAPI docs mostly present dependencies as DI for endpoints, but they're also great for request validation. + +Dependencies can validate data against database constraints (e.g., checking if an email already exists, ensuring a user exists, etc.). +```python +# dependencies.py +async def valid_post_id(post_id: UUID4) -> dict[str, Any]: + post = await service.get_by_id(post_id) + if not post: + raise PostNotFound() + + return post + + +# router.py +@router.get("/posts/{post_id}", response_model=PostResponse) +async def get_post_by_id(post: dict[str, Any] = Depends(valid_post_id)): + return post + + +@router.put("/posts/{post_id}", response_model=PostResponse) +async def update_post( + update_data: PostUpdate, + post: dict[str, Any] = Depends(valid_post_id), +): + updated_post = await service.update(id=post["id"], data=update_data) + return updated_post + + +@router.get("/posts/{post_id}/reviews", response_model=list[ReviewsResponse]) +async def get_post_reviews(post: dict[str, Any] = Depends(valid_post_id)): + post_reviews = await reviews_service.get_by_post_id(post["id"]) + return post_reviews +``` +If we didn't put data validation in a dependency, we would have to validate that `post_id` exists +in every endpoint and write the same tests for each of them. + +### Chain Dependencies +Dependencies can use other dependencies and avoid code repetition for similar logic. +```python +# dependencies.py +from fastapi.security import OAuth2PasswordBearer +import jwt # PyJWT +from jwt.exceptions import InvalidTokenError + +async def valid_post_id(post_id: UUID4) -> dict[str, Any]: + post = await service.get_by_id(post_id) + if not post: + raise PostNotFound() + + return post + + +async def parse_jwt_data( + token: str = Depends(OAuth2PasswordBearer(tokenUrl="/auth/token")) +) -> dict[str, Any]: + try: + payload = jwt.decode(token, "JWT_SECRET", algorithms=["HS256"]) + except InvalidTokenError: + raise InvalidCredentials() + + return {"user_id": payload["id"]} + + +async def valid_owned_post( + post: dict[str, Any] = Depends(valid_post_id), + token_data: dict[str, Any] = Depends(parse_jwt_data), +) -> dict[str, Any]: + if post["creator_id"] != token_data["user_id"]: + raise UserNotOwner() + + return post + +# router.py +@router.get("/users/{user_id}/posts/{post_id}", response_model=PostResponse) +async def get_user_post(post: dict[str, Any] = Depends(valid_owned_post)): + return post + +``` +### Decouple & Reuse dependencies. Dependency calls are cached +Dependencies can be reused multiple times, and they won't be recalculated - FastAPI caches dependency's result within a request's scope by default, +i.e. if `valid_post_id` gets called multiple times in one route, it will be called only once. + +Knowing this, we can decouple dependencies onto multiple smaller functions that operate on a smaller domain and are easier to reuse in other routes. +For example, in the code below we are using `parse_jwt_data` three times: +1. `valid_owned_post` +2. `valid_active_creator` +3. `get_user_post`, + +but `parse_jwt_data` is called only once, in the very first call. + +```python +# dependencies.py +from fastapi import BackgroundTasks +from fastapi.security import OAuth2PasswordBearer +import jwt # PyJWT +from jwt.exceptions import InvalidTokenError + +async def valid_post_id(post_id: UUID4) -> Mapping: + post = await service.get_by_id(post_id) + if not post: + raise PostNotFound() + + return post + + +async def parse_jwt_data( + token: str = Depends(OAuth2PasswordBearer(tokenUrl="/auth/token")) +) -> dict: + try: + payload = jwt.decode(token, "JWT_SECRET", algorithms=["HS256"]) + except InvalidTokenError: + raise InvalidCredentials() + + return {"user_id": payload["id"]} + + +async def valid_owned_post( + post: Mapping = Depends(valid_post_id), + token_data: dict = Depends(parse_jwt_data), +) -> Mapping: + if post["creator_id"] != token_data["user_id"]: + raise UserNotOwner() + + return post + + +async def valid_active_creator( + token_data: dict = Depends(parse_jwt_data), +): + user = await users_service.get_by_id(token_data["user_id"]) + if not user["is_active"]: + raise UserIsBanned() + + if not user["is_creator"]: + raise UserNotCreator() + + return user + + +# router.py +@router.get("/users/{user_id}/posts/{post_id}", response_model=PostResponse) +async def get_user_post( + worker: BackgroundTasks, + post: Mapping = Depends(valid_owned_post), + user: Mapping = Depends(valid_active_creator), +): + """Get post that belong the active user.""" + worker.add_task(notifications_service.send_email, user["id"]) + return post + +``` + +### Prefer `async` dependencies +FastAPI supports both `sync` and `async` dependencies. It's tempting to use `sync` when you don't need to await anything, but that's not the best choice. + +Just like routes, `sync` dependencies run in a threadpool. Threads have overhead that's unnecessary for small non-I/O operations. + +[See more](https://github.com/Kludex/fastapi-tips?tab=readme-ov-file#9-your-dependencies-may-be-running-on-threads) (external link) + + +## Miscellaneous +### Follow the REST +Developing RESTful API makes it easier to reuse dependencies in routes like these: + 1. `GET /courses/:course_id` + 2. `GET /courses/:course_id/chapters/:chapter_id/lessons` + 3. `GET /chapters/:chapter_id` + +The only caveat is having to use the same variable names in the path: +- If you have two endpoints `GET /profiles/:profile_id` and `GET /creators/:creator_id` +that both validate whether the given `profile_id` exists, but `GET /creators/:creator_id` +also checks if the profile is creator, then it's better to rename `creator_id` path variable to `profile_id` and chain those two dependencies. +```python +# src.profiles.dependencies +async def valid_profile_id(profile_id: UUID4) -> Mapping: + profile = await service.get_by_id(profile_id) + if not profile: + raise ProfileNotFound() + + return profile + +# src.creators.dependencies +async def valid_creator_id(profile: Mapping = Depends(valid_profile_id)) -> Mapping: + if not profile["is_creator"]: + raise ProfileNotCreator() + + return profile + +# src.profiles.router.py +@router.get("/profiles/{profile_id}", response_model=ProfileResponse) +async def get_user_profile_by_id(profile: Mapping = Depends(valid_profile_id)): + """Get profile by id.""" + return profile + +# src.creators.router.py +@router.get("/creators/{profile_id}", response_model=ProfileResponse) +async def get_user_profile_by_id( + creator_profile: Mapping = Depends(valid_creator_id) +): + """Get creator's profile by id.""" + return creator_profile + +``` +### FastAPI response serialization +You might think you can return a Pydantic object that matches your route's `response_model` and skip some processing steps, but you'd be wrong. + +FastAPI first converts the Pydantic object to a dict using `jsonable_encoder`, then validates the data against your `response_model`, and only then serializes it to JSON. + +This means your Pydantic model object is created twice: +- First, when you explicitly create it to return from your route. +- Second, implicitly by FastAPI to validate the response data according to the response_model. + +```python +from fastapi import FastAPI +from pydantic import BaseModel, model_validator + +app = FastAPI() + + +class ProfileResponse(BaseModel): + @model_validator(mode="after") + def debug_usage(self): + print("created pydantic model") + + return self + + +@app.get("/", response_model=ProfileResponse) +async def root(): + return ProfileResponse() +``` +**Logs Output:** +``` +[INFO] [2022-08-28 12:00:00.000000] created pydantic model +[INFO] [2022-08-28 12:00:00.000020] created pydantic model +``` + +### If you must use sync SDK, then run it in a thread pool. +If you must use a library that's not `async`, run the HTTP calls in an external worker thread. + +Use `run_in_threadpool` from Starlette. +```python +from fastapi import FastAPI +from fastapi.concurrency import run_in_threadpool +from my_sync_library import SyncAPIClient + +app = FastAPI() + + +@app.get("/") +async def call_my_sync_library(): + my_data = await service.get_my_data() + + client = SyncAPIClient() + await run_in_threadpool(client.make_request, data=my_data) +``` + +### BackgroundTasks vs a real task queue +FastAPI's `BackgroundTasks` is convenient — and a footgun if you misuse it. Tasks run **after the response is sent, in the same worker process**. If the worker dies, the task is gone. There is no retry, no visibility, no scheduling. + +| Use `BackgroundTasks` when… | Use Celery / Arq / RQ when… | +|--------------------------------------------------|-------------------------------------------------| +| Task is short (< 1 second) | Task takes seconds to minutes | +| Failure can be silently dropped | You need retries or dead-letter handling | +| It's in-process (send email, log a row) | It's CPU-heavy or needs a separate worker pool | +| You don't need scheduling or rate limiting | You need cron, ETA, or rate limiting | + +```python +from fastapi import BackgroundTasks + + +@router.post("/signup") +async def signup(data: SignupIn, bg: BackgroundTasks): + user = await service.create_user(data) + bg.add_task(send_welcome_email, user.email) # fire-and-forget, in-process + return user +``` +Rule of thumb: if you'd page someone when the task is lost, it doesn't belong in `BackgroundTasks`. + +### ValueErrors might become Pydantic ValidationError +If you raise a `ValueError` in a Pydantic schema that's used directly in a request body, FastAPI will return a detailed validation error response to users. +```python +# src.profiles.schemas +from pydantic import BaseModel, field_validator + +class ProfileCreate(BaseModel): + username: str + password: str + + @field_validator("password", mode="after") + @classmethod + def valid_password(cls, password: str) -> str: + if not re.match(STRONG_PASSWORD_PATTERN, password): + raise ValueError( + "Password must contain at least " + "one lower character, " + "one upper character, " + "digit or " + "special symbol" + ) + + return password + + +# src.profiles.routes +from fastapi import APIRouter + +router = APIRouter() + + +@router.post("/profiles") +async def create_profile(profile_data: ProfileCreate): + pass +``` +**Response Example:** + + + +### Docs +1. Unless your API is public, hide docs by default. Show it explicitly on the selected envs only. +```python +from fastapi import FastAPI +from starlette.config import Config + +config = Config(".env") # parse .env file for env variables + +ENVIRONMENT = config("ENVIRONMENT") # get current env name +SHOW_DOCS_ENVIRONMENT = ("local", "staging") # explicit list of allowed envs + +app_configs = {"title": "My Cool API"} +if ENVIRONMENT not in SHOW_DOCS_ENVIRONMENT: + app_configs["openapi_url"] = None # set url for docs as null + +app = FastAPI(**app_configs) +``` +2. Help FastAPI to generate an easy-to-understand docs + 1. Set `response_model`, `status_code`, `description`, etc. + 2. If models and statuses vary, use `responses` route attribute to add docs for different responses +```python +from fastapi import APIRouter, status + +router = APIRouter() + +@router.post( + "/endpoints", + response_model=DefaultResponseModel, # default response pydantic model + status_code=status.HTTP_201_CREATED, # default status code + description="Description of the well documented endpoint", + tags=["Endpoint Category"], + summary="Summary of the Endpoint", + responses={ + status.HTTP_200_OK: { + "model": OkResponse, # custom pydantic model for 200 response + "description": "Ok Response", + }, + status.HTTP_201_CREATED: { + "model": CreatedResponse, # custom pydantic model for 201 response + "description": "Creates something from user request", + }, + status.HTTP_202_ACCEPTED: { + "model": AcceptedResponse, # custom pydantic model for 202 response + "description": "Accepts request and handles it later", + }, + }, +) +async def documented_route(): + pass +``` +Will generate docs like this: +![FastAPI Generated Custom Response Docs](images/custom_responses.png "Custom Response Docs") + +### Set DB keys naming conventions +Explicitly setting the indexes' namings according to your database's convention is preferable over sqlalchemy's. +```python +from sqlalchemy import MetaData + +POSTGRES_INDEXES_NAMING_CONVENTION = { + "ix": "%(column_0_label)s_idx", + "uq": "%(table_name)s_%(column_0_name)s_key", + "ck": "%(table_name)s_%(constraint_name)s_check", + "fk": "%(table_name)s_%(column_0_name)s_fkey", + "pk": "%(table_name)s_pkey", +} +metadata = MetaData(naming_convention=POSTGRES_INDEXES_NAMING_CONVENTION) +``` +### Migrations. Alembic +1. Migrations must be static and reversible. If your migrations depend on dynamically generated data, make sure only the data itself is dynamic, not its structure. +2. Generate migrations with descriptive names and slugs. The slug is required and should explain the changes. +3. Set a human-readable file template for new migrations. We use the `*date*_*slug*.py` pattern, e.g., `2022-08-24_post_content_idx.py` +``` +# alembic.ini +file_template = %%(year)d-%%(month).2d-%%(day).2d_%%(slug)s +``` +### Set DB naming conventions +Being consistent with names is important. Some rules we followed: +1. lower_case_snake +2. singular form (e.g. `post`, `post_like`, `user_playlist`) +3. group similar tables with module prefix, e.g. `payment_account`, `payment_bill`, `post`, `post_like` +4. stay consistent across tables, but concrete namings are ok, e.g. + 1. use `profile_id` in all tables, but if some of them need only profiles that are creators, use `creator_id` + 2. use `post_id` for all abstract tables like `post_like`, `post_view`, but use concrete naming in relevant modules like `course_id` in `chapters.course_id` +5. `_at` suffix for datetime +6. `_date` suffix for date +### SQL-first. Pydantic-second +- Usually, database handles data processing much faster and cleaner than CPython will ever do. +- It's preferable to do all the complex joins and simple data manipulations with SQL. +- It's preferable to aggregate JSONs in DB for responses with nested objects. + +For new projects, reach for SQLAlchemy 2.0's async API (`AsyncSession`, `async_sessionmaker`). The example below uses `encode/databases` for brevity — the SQL-first principle is what matters; the client is interchangeable. +```python +# src.posts.service +from typing import Any + +from pydantic import UUID4 +from sqlalchemy import desc, func, select, text +from sqlalchemy.sql.functions import coalesce + +from src.database import database, posts, profiles, post_review, products + +async def get_posts( + creator_id: UUID4, *, limit: int = 10, offset: int = 0 +) -> list[dict[str, Any]]: + select_query = ( + select( + ( + posts.c.id, + posts.c.slug, + posts.c.title, + func.json_build_object( + text("'id', profiles.id"), + text("'first_name', profiles.first_name"), + text("'last_name', profiles.last_name"), + text("'username', profiles.username"), + ).label("creator"), + ) + ) + .select_from(posts.join(profiles, posts.c.owner_id == profiles.c.id)) + .where(posts.c.owner_id == creator_id) + .limit(limit) + .offset(offset) + .group_by( + posts.c.id, + posts.c.type, + posts.c.slug, + posts.c.title, + profiles.c.id, + profiles.c.first_name, + profiles.c.last_name, + profiles.c.username, + profiles.c.avatar, + ) + .order_by( + desc(coalesce(posts.c.updated_at, posts.c.published_at, posts.c.created_at)) + ) + ) + + return await database.fetch_all(select_query) + +# src.posts.schemas +from typing import Any + +from pydantic import BaseModel, UUID4 + + +class Creator(BaseModel): + id: UUID4 + first_name: str + last_name: str + username: str + + +class Post(BaseModel): + id: UUID4 + slug: str + title: str + creator: Creator + + +# src.posts.router +from fastapi import APIRouter, Depends + +router = APIRouter() + + +@router.get("/creators/{creator_id}/posts", response_model=list[Post]) +async def get_creator_posts(creator: dict[str, Any] = Depends(valid_creator_id)): + posts = await service.get_posts(creator["id"]) + + return posts +``` +### Set tests client async from day 0 +Writing integration tests with DB will likely lead to messed up event loop errors in the future. +Set the async test client immediately, using [httpx](https://www.python-httpx.org/) with `ASGITransport`. Don't reach for `async_asgi_testclient` — it's unmaintained. + +```python +from typing import AsyncGenerator + +import pytest +from httpx import AsyncClient, ASGITransport + +from src.main import app # inited FastAPI app + + +@pytest.fixture +async def client() -> AsyncGenerator[AsyncClient, None]: + transport = ASGITransport(app=app) + async with AsyncClient(transport=transport, base_url="http://test") as ac: + yield ac + + +@pytest.mark.asyncio +async def test_create_post(client: AsyncClient): + resp = await client.post("/posts") + + assert resp.status_code == 201 +``` + +#### Override dependencies in tests +Don't monkeypatch internals. FastAPI's `dependency_overrides` lets you swap any dependency for a test fake — auth, external clients, anything you don't want hitting the network. + +```python +from src.auth.dependencies import parse_jwt_data +from src.main import app + + +def fake_user(): + return {"user_id": "00000000-0000-0000-0000-000000000001"} + + +@pytest.fixture(autouse=True) +def _override_auth(): + app.dependency_overrides[parse_jwt_data] = fake_user + yield + app.dependency_overrides.clear() +``` + +Unless you have synchronous database connections (excuse me?) or don't plan to write integration tests. + +### Use ruff +With linters, you can forget about formatting the code and focus on writing the business logic. + +[Ruff](https://github.com/astral-sh/ruff) is "blazingly-fast" new linter that replaces black, autoflake, isort, and supports more than 600 lint rules. + +It's a popular good practice to use pre-commit hooks, but just using the script was ok for us. +```shell +#!/bin/sh -e +set -x + +ruff check --fix src +ruff format src +``` + +## Bonus Section +Some very kind people shared their own experience and best practices that are definitely worth reading. +Check them out at [issues](https://github.com/zhanymkanov/fastapi-best-practices/issues) section of the project. + +For instance, [lowercase00](https://github.com/zhanymkanov/fastapi-best-practices/issues/4) +has described in details their best practices working with permissions & auth, class-based services & views, +task queues, custom response serializers, configuration with dynaconf, etc. + +If you have something to share about your experience working with FastAPI, whether it's good or bad, +you are very welcome to create a new issue. It is our pleasure to read it. diff --git a/README_ZH.md b/docs/BEST_PRACTICES_ZH.md similarity index 100% rename from README_ZH.md rename to docs/BEST_PRACTICES_ZH.md diff --git a/images/custom_responses.png b/docs/images/custom_responses.png similarity index 100% rename from images/custom_responses.png rename to docs/images/custom_responses.png diff --git a/images/type_hints.png b/docs/images/type_hints.png similarity index 100% rename from images/type_hints.png rename to docs/images/type_hints.png diff --git a/images/type_hintsless.png b/docs/images/type_hintsless.png similarity index 100% rename from images/type_hintsless.png rename to docs/images/type_hintsless.png diff --git a/images/value_error_response.png b/docs/images/value_error_response.png similarity index 100% rename from images/value_error_response.png rename to docs/images/value_error_response.png diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..786a3c4 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,50 @@ +[project] +name = "fastapi-template" +version = "0.1.0" +description = "开箱即用的 FastAPI 模板：MySQL(SQLAlchemy2.0 async) / MongoDB(Beanie) 可切换" +requires-python = ">=3.11" +dependencies = [ + "fastapi>=0.115", + "uvicorn[standard]>=0.30", + "pydantic>=2.7", + "pydantic-settings>=2.4", + # MySQL backend + "sqlalchemy[asyncio]>=2.0", + "aiomysql>=0.2.0", + "alembic>=1.13", + # MongoDB backend + "beanie>=2.0", + "pymongo>=4.9", + "cryptography>=50.0.0", +] + +[dependency-groups] +dev = [ + "pytest>=8.0", + "pytest-asyncio>=0.23", + "httpx>=0.27", + "ruff>=0.6", +] + +[tool.ruff] +line-length = 100 +target-version = "py311" + +[tool.ruff.lint] +select = ["E", "F", "I", "UP", "B", "ASYNC", "RUF"] +ignore = [ + "RUF001", "RUF002", "RUF003", # 中文文档字符串里的全角标点是有意的 +] + +[tool.ruff.lint.per-file-ignores] +"alembic/env.py" = ["E402", "F401"] # 需要先 fileConfig 再 import 应用模块 +"alembic/versions/*" = ["I001"] # 迁移文件是自动生成物，不整理 import +"tests/conftest.py" = ["E402"] # 需要先设环境变量再 import app + +[tool.pytest.ini_options] +asyncio_mode = "auto" +testpaths = ["tests"] +pythonpath = ["."] + +[tool.uv] +package = false diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/config.py b/src/config.py new file mode 100644 index 0000000..d7cb5fd --- /dev/null +++ b/src/config.py @@ -0,0 +1,39 @@ +"""全局配置：pydantic-settings，环境变量 / .env 驱动。""" + +from enum import StrEnum + +from pydantic_settings import BaseSettings, SettingsConfigDict + + +class DBBackend(StrEnum): + MYSQL = "mysql" + MONGODB = "mongodb" + + +class Settings(BaseSettings): + model_config = SettingsConfigDict(env_file=".env", extra="ignore") + + # 数据库后端开关：mysql / mongodb + DB_BACKEND: DBBackend = DBBackend.MONGODB + + # MySQL（SQLAlchemy async DSN） + MYSQL_DSN: str = "mysql+aiomysql://root:root@127.0.0.1:3306/app?charset=utf8mb4" + + # MongoDB + MONGO_DSN: str = "mongodb://127.0.0.1:27017" + MONGO_DB: str = "app" + + # 应用 + APP_NAME: str = "fastapi-template" + APP_ENV: str = "dev" + APP_DEBUG: bool = True + APP_HOST: str = "0.0.0.0" + APP_PORT: int = 8000 + CORS_ORIGINS: str = "*" + + @property + def cors_origin_list(self) -> list[str]: + return [o.strip() for o in self.CORS_ORIGINS.split(",") if o.strip()] + + +settings = Settings() diff --git a/src/database.py b/src/database.py new file mode 100644 index 0000000..c4d9f77 --- /dev/null +++ b/src/database.py @@ -0,0 +1,28 @@ +"""MySQL：SQLAlchemy 2.0 async engine + session factory。 +仅 DB_BACKEND=mysql 时使用；mongodb 模式下本模块不被引用。 +""" + +from collections.abc import AsyncGenerator + +from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine +from sqlalchemy.orm import DeclarativeBase + +from src.config import settings + + +class Base(DeclarativeBase): + """所有 MySQL ORM 模型的基类。""" + + +engine = create_async_engine(settings.MYSQL_DSN, pool_size=10, pool_recycle=3600) +async_session = async_sessionmaker(engine, expire_on_commit=False) + + +async def get_db() -> AsyncGenerator[AsyncSession, None]: + """FastAPI 依赖：每请求一个 session。""" + async with async_session() as session: + yield session + + +async def close_engine() -> None: + await engine.dispose() diff --git a/src/exceptions.py b/src/exceptions.py new file mode 100644 index 0000000..d6386c7 --- /dev/null +++ b/src/exceptions.py @@ -0,0 +1,26 @@ +"""全局异常 + 统一错误响应。""" + +from fastapi import FastAPI, Request, status +from fastapi.responses import JSONResponse + + +class AppError(Exception): + """业务异常基类。子类在各域 exceptions.py 中定义。""" + + status_code: int = status.HTTP_400_BAD_REQUEST + detail: str = "bad request" + + def __init__(self, detail: str | None = None): + self.detail = detail or self.detail + super().__init__(self.detail) + + +class NotFoundError(AppError): + status_code = status.HTTP_404_NOT_FOUND + detail = "not found" + + +def register_exception_handlers(app: FastAPI) -> None: + @app.exception_handler(AppError) + async def app_error_handler(_: Request, exc: AppError) -> JSONResponse: + return JSONResponse(status_code=exc.status_code, content={"detail": exc.detail}) diff --git a/src/items/__init__.py b/src/items/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/items/dependencies.py b/src/items/dependencies.py new file mode 100644 index 0000000..fb7f079 --- /dev/null +++ b/src/items/dependencies.py @@ -0,0 +1,40 @@ +"""items 域依赖：按 DB_BACKEND 选择仓储实现。 + +router 只依赖 ItemRepoDep；切库只改 .env，业务代码零改动。 +""" + +from typing import Annotated, Protocol + +from fastapi import Depends +from sqlalchemy.ext.asyncio import AsyncSession + +from src.config import settings +from src.database import get_db +from src.items.mysql import MySQLItemRepo +from src.items.schemas import ItemCreate, ItemOut, ItemUpdate + + +class ItemRepo(Protocol): + """仓储协议：新增域时定义同样的 Protocol，两后端各自实现。""" + + async def create(self, data: ItemCreate) -> ItemOut: ... + async def get(self, item_id: str) -> ItemOut | None: ... + async def list(self, skip: int = 0, limit: int = 20) -> tuple[int, list[ItemOut]]: ... + async def update(self, item_id: str, data: ItemUpdate) -> ItemOut | None: ... + async def delete(self, item_id: str) -> bool: ... + + +async def _get_mysql_repo(session: Annotated[AsyncSession, Depends(get_db)]) -> ItemRepo: + return MySQLItemRepo(session) + + +async def _get_mongo_repo() -> ItemRepo: + from src.items.mongo import MongoItemRepo + + return MongoItemRepo() + + +# 模块加载时按配置选定实现 +get_item_repo = _get_mysql_repo if settings.DB_BACKEND == "mysql" else _get_mongo_repo + +ItemRepoDep = Annotated[ItemRepo, Depends(get_item_repo)] diff --git a/src/items/mongo.py b/src/items/mongo.py new file mode 100644 index 0000000..69cbe87 --- /dev/null +++ b/src/items/mongo.py @@ -0,0 +1,57 @@ +"""items 域 MongoDB 实现：Beanie ODM。""" + +from datetime import UTC, datetime + +from beanie import Document, PydanticObjectId +from pydantic import Field + +from src.items.schemas import ItemCreate, ItemOut, ItemUpdate + + +class ItemDoc(Document): + name: str = Field(max_length=128) + description: str | None = None + created_at: datetime = Field(default_factory=lambda: datetime.now(UTC)) + + class Settings: + name = "items" + + def to_out(self) -> ItemOut: + return ItemOut( + id=str(self.id), + name=self.name, + description=self.description, + created_at=self.created_at, + ) + + +class MongoItemRepo: + """与 MySQLItemRepo 同接口，router 无感知切换。""" + + async def create(self, data: ItemCreate) -> ItemOut: + doc = ItemDoc(name=data.name, description=data.description) + await doc.insert() + return doc.to_out() + + async def get(self, item_id: str) -> ItemOut | None: + doc = await ItemDoc.get(PydanticObjectId(item_id)) + return doc.to_out() if doc else None + + async def list(self, skip: int = 0, limit: int = 20) -> tuple[int, list[ItemOut]]: + total = await ItemDoc.count() + docs = await ItemDoc.find_all().skip(skip).limit(limit).to_list() + return total, [d.to_out() for d in docs] + + async def update(self, item_id: str, data: ItemUpdate) -> ItemOut | None: + doc = await ItemDoc.get(PydanticObjectId(item_id)) + if not doc: + return None + await doc.set(data.model_dump(exclude_unset=True)) + return doc.to_out() + + async def delete(self, item_id: str) -> bool: + doc = await ItemDoc.get(PydanticObjectId(item_id)) + if not doc: + return False + await doc.delete() + return True diff --git a/src/items/mysql.py b/src/items/mysql.py new file mode 100644 index 0000000..ca3ff8d --- /dev/null +++ b/src/items/mysql.py @@ -0,0 +1,68 @@ +"""items 域 MySQL 实现：SQLAlchemy 2.0 async。""" + +from datetime import datetime + +from sqlalchemy import String, Text, func, select +from sqlalchemy.ext.asyncio import AsyncSession +from sqlalchemy.orm import Mapped, mapped_column + +from src.database import Base +from src.items.schemas import ItemCreate, ItemOut, ItemUpdate + + +class Item(Base): + __tablename__ = "items" + + id: Mapped[int] = mapped_column(primary_key=True, autoincrement=True) + name: Mapped[str] = mapped_column(String(128), index=True) + description: Mapped[str | None] = mapped_column(Text, nullable=True) + created_at: Mapped[datetime] = mapped_column(server_default=func.now()) + + def to_out(self) -> ItemOut: + return ItemOut( + id=str(self.id), + name=self.name, + description=self.description, + created_at=self.created_at, + ) + + +class MySQLItemRepo: + """仓储模式：所有 SQL 集中在此，router 不直接碰 ORM。""" + + def __init__(self, session: AsyncSession): + self.session = session + + async def create(self, data: ItemCreate) -> ItemOut: + item = Item(name=data.name, description=data.description) + self.session.add(item) + await self.session.commit() + await self.session.refresh(item) + return item.to_out() + + async def get(self, item_id: str) -> ItemOut | None: + item = await self.session.get(Item, int(item_id)) + return item.to_out() if item else None + + async def list(self, skip: int = 0, limit: int = 20) -> tuple[int, list[ItemOut]]: + total = await self.session.scalar(select(func.count(Item.id))) + rows = await self.session.scalars(select(Item).offset(skip).limit(limit)) + return total or 0, [r.to_out() for r in rows] + + async def update(self, item_id: str, data: ItemUpdate) -> ItemOut | None: + item = await self.session.get(Item, int(item_id)) + if not item: + return None + for field, value in data.model_dump(exclude_unset=True).items(): + setattr(item, field, value) + await self.session.commit() + await self.session.refresh(item) + return item.to_out() + + async def delete(self, item_id: str) -> bool: + item = await self.session.get(Item, int(item_id)) + if not item: + return False + await self.session.delete(item) + await self.session.commit() + return True diff --git a/src/items/router.py b/src/items/router.py new file mode 100644 index 0000000..8d3f58f --- /dev/null +++ b/src/items/router.py @@ -0,0 +1,46 @@ +"""items 域路由：只依赖 ItemRepo 协议，不关心底层是 MySQL 还是 MongoDB。""" + +from fastapi import APIRouter, Query, status + +from src.exceptions import NotFoundError +from src.items.dependencies import ItemRepoDep +from src.items.schemas import ItemCreate, ItemList, ItemOut, ItemUpdate + +router = APIRouter(prefix="/api/v1/items", tags=["items"]) + + +@router.post("", response_model=ItemOut, status_code=status.HTTP_201_CREATED) +async def create_item(data: ItemCreate, repo: ItemRepoDep): + return await repo.create(data) + + +@router.get("/{item_id}", response_model=ItemOut) +async def get_item(item_id: str, repo: ItemRepoDep): + item = await repo.get(item_id) + if not item: + raise NotFoundError(f"item {item_id} not found") + return item + + +@router.get("", response_model=ItemList) +async def list_items( + repo: ItemRepoDep, + skip: int = Query(default=0, ge=0), + limit: int = Query(default=20, ge=1, le=100), +): + total, items = await repo.list(skip=skip, limit=limit) + return ItemList(total=total, items=items) + + +@router.patch("/{item_id}", response_model=ItemOut) +async def update_item(item_id: str, data: ItemUpdate, repo: ItemRepoDep): + item = await repo.update(item_id, data) + if not item: + raise NotFoundError(f"item {item_id} not found") + return item + + +@router.delete("/{item_id}", status_code=status.HTTP_204_NO_CONTENT) +async def delete_item(item_id: str, repo: ItemRepoDep): + if not await repo.delete(item_id): + raise NotFoundError(f"item {item_id} not found") diff --git a/src/items/schemas.py b/src/items/schemas.py new file mode 100644 index 0000000..447c98a --- /dev/null +++ b/src/items/schemas.py @@ -0,0 +1,27 @@ +"""items 域 API 模型（对外契约，与 DB 实现无关）。""" + +from datetime import datetime + +from pydantic import BaseModel, Field + + +class ItemCreate(BaseModel): + name: str = Field(min_length=1, max_length=128) + description: str | None = Field(default=None, max_length=1024) + + +class ItemUpdate(BaseModel): + name: str | None = Field(default=None, min_length=1, max_length=128) + description: str | None = Field(default=None, max_length=1024) + + +class ItemOut(BaseModel): + id: str + name: str + description: str | None + created_at: datetime + + +class ItemList(BaseModel): + total: int + items: list[ItemOut] diff --git a/src/main.py b/src/main.py new file mode 100644 index 0000000..b13154c --- /dev/null +++ b/src/main.py @@ -0,0 +1,64 @@ +"""应用入口：FastAPI app + lifespan。 + +数据库按 settings.DB_BACKEND 初始化： +- mysql → 建 engine，启动时自动建表（生产用 alembic，见 README） +- mongodb → motor client + beanie init +""" + +from collections.abc import AsyncGenerator +from contextlib import asynccontextmanager + +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware + +from src.config import DBBackend, settings +from src.exceptions import register_exception_handlers +from src.items.router import router as items_router + + +@asynccontextmanager +async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]: + if settings.DB_BACKEND == DBBackend.MYSQL: + from src.database import Base, close_engine, engine + + async with engine.begin() as conn: + await conn.run_sync(Base.metadata.create_all) + yield + await close_engine() + else: + from src.mongo import close_mongo, init_mongo + + await init_mongo() + yield + await close_mongo() + + +def create_app() -> FastAPI: + app = FastAPI( + title=settings.APP_NAME, + debug=settings.APP_DEBUG, + lifespan=lifespan, + ) + app.add_middleware( + CORSMiddleware, + allow_origins=settings.cors_origin_list, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], + ) + register_exception_handlers(app) + app.include_router(items_router) + + @app.get("/health", tags=["meta"]) + async def health() -> dict: + return {"status": "ok", "db_backend": str(settings.DB_BACKEND)} + + return app + + +app = create_app() + +if __name__ == "__main__": + import uvicorn + + uvicorn.run("src.main:app", host=settings.APP_HOST, port=settings.APP_PORT, reload=True) diff --git a/src/mongo.py b/src/mongo.py new file mode 100644 index 0000000..e072472 --- /dev/null +++ b/src/mongo.py @@ -0,0 +1,31 @@ +"""MongoDB：pymongo async client + beanie 初始化。 +仅 DB_BACKEND=mongodb 时使用；mysql 模式下本模块不被引用。 +（beanie 2.x 基于 pymongo 原生异步客户端，不再需要 motor） +""" + +from beanie import init_beanie +from pymongo import AsyncMongoClient + +from src.config import settings + +_client: AsyncMongoClient | None = None + + +def _collect_documents() -> list[type]: + """汇总所有 beanie Document。新增域时在此登记。""" + from src.items import mongo as item_mongo + + return [item_mongo.ItemDoc] + + +async def init_mongo() -> None: + global _client + _client = AsyncMongoClient(settings.MONGO_DSN) + await init_beanie(database=_client[settings.MONGO_DB], document_models=_collect_documents()) + + +async def close_mongo() -> None: + global _client + if _client is not None: + await _client.close() + _client = None diff --git a/tests/conftest.py b/tests/conftest.py new file mode 100644 index 0000000..04d3a9a --- /dev/null +++ b/tests/conftest.py @@ -0,0 +1,30 @@ +"""测试基座：httpx ASGITransport 进程内测试，不起真实服务。 + +默认跑 mongodb 后端（需要本地 27017 有 mongo）。 +跑 mysql 后端：DB_BACKEND=mysql MYSQL_DSN=... uv run pytest +""" + +import os + +import pytest_asyncio +from httpx import ASGITransport, AsyncClient + +# 测试用独立库，避免污染开发数据 +os.environ.setdefault("MONGO_DB", "app_test") +if os.environ.get("DB_BACKEND") == "mysql": + os.environ["MYSQL_DSN"] = os.environ.get( + "MYSQL_DSN", "mysql+aiomysql://root:root@127.0.0.1:3306/app_test?charset=utf8mb4" + ) + +from src.main import create_app + + +@pytest_asyncio.fixture +async def client(): + app = create_app() + async with AsyncClient( + transport=ASGITransport(app=app), base_url="http://test" + ) as ac: + # 手动触发 lifespan（ASGITransport 不自动跑 lifespan） + async with app.router.lifespan_context(app): + yield ac diff --git a/tests/test_items.py b/tests/test_items.py new file mode 100644 index 0000000..71e0025 --- /dev/null +++ b/tests/test_items.py @@ -0,0 +1,33 @@ +async def test_health(client): + resp = await client.get("/health") + assert resp.status_code == 200 + assert resp.json()["status"] == "ok" + + +async def test_items_crud(client): + # create 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