FastAPI

Image Not Showing Possible Reasons

The image file may be corrupted
The server hosting the image is unavailable
The image path is incorrect
The image format is not supported

Learn More →

Image Not Showing Possible Reasons

The image file may be corrupted
The server hosting the image is unavailable
The image path is incorrect
The image format is not supported

Learn More →

Image Not Showing Possible Reasons

The image file may be corrupted
The server hosting the image is unavailable
The image path is incorrect
The image format is not supported

Learn More →

References

🔗 IT 邦幫忙 - FastAPI 如何 Fast ？

Toolkits

Uvicorn：實現 ASGI 的 Web Server
Starlette：輕量級 ASGI 的 Web App 框架
Pydantic：資料驗證工具
FastAPI：ASGI 的 Web App 框架
- 依賴 Starlette 和 Pydantic
- 可以自動生成文檔

Directory Structure

.
└── app
    ├── __init__.py
    ├── main.py          # 入口點
    ├── dependencies.py  # 依賴注入的函式
    ├── api              # API 路由
    │   ├── __init__.py
    │   ├── items.py
    │   └── users.py
    ├── models           # Pydantic Model
    │   ├── __init__.py
    │   ├── base.py
    │   ├── item.py
    │   └── user.py
    ├── schemas          # SQLAlchemy Table
    │   ├── __init__.py
    │   ├── items.py
    │   └── users.py
    └── internal         # 內部業務邏輯
        ├── __init__.py
        └── ...

API document

Image Not Showing Possible Reasons

The image was uploaded to a note which you don't have access to
The note which the image was originally uploaded to has been deleted

Learn More →

Usage

`Depends`

依賴注入

async def common_params(skip: int = 0, limit: int = 100):
    return {"skip": skip, "limit": limit}

@app.get("/items/")
async def read_items(commons: Annotated[dict, Depends(common_params)]):
    return commons

🚨 CAUTION
只能用於 API endpoint 的 handle funtion 內的 `Annotated` 註釋（想必是在 app decorator 做了一些處理，詳見 Annotated 黑魔法）。
當然你也能用三方庫 fastapi-injectable 的 `@injectable`，讓它脫離 app decorator 也能運作。

📗 TIP
`Annotated[Type, Depends()]` 等價於 `Annotated[Type, Depends(Type)]`
也就是說當給定 `None` 時，自動帶入前方型態

隔山打牛 (對於一時不可見的依賴，會自動往外去尋找)

def get_double(n: int) -> int:
    return n * 2

# 在 /test?n=2 時，會回傳 4 🚩
# 注意：n 可以不用明確寫在參數裡 (太神奇了我的傑克🪄)
@app.post("/test")
async def test(doubled_number: Annotated[int, Depends(get_double)]):
    return doubled_number

`Query`

@app.get("/items") # 讀取 request 中 query 的 numbers 參數
def read_items(numbers):
    return {"numbers": numbers}

`Cookie`

Cookie - Samesite settings

@app.get("/login") # 設定 cookie "token"
def login(response: Response):
    response.set_cookie(key="token", value="my-secret", httponly=True)
    return {"message": "logged in"}

@app.get("/logout") # 刪除 cookie "token"
def logout(response: Response):
    response.delete_cookie(key="token")
    return {"message": "logged out"}

@app.get("/profile") # 讀取 request 中的 cookie "token"
def profile(token: Annotated[str, Cookie()]):
    if token != "my-secret":
        return {"error": "unauthorized"}
    return {"message": "Welcome back!"}

`Header`

@app.get("/read-header") # 讀取 request 中 header 的 User-Agent 欄位
def read_header(user_agent: Annotated[str | None, Header()] = None):
    return {"User-Agent": user_agent}

`Form`

class FormData(BaseModel):
    username: str
    password: str
    model_config = {"extra": "forbid"}  # 不允許出現其他欄位

# Form 的 media_type 選項
# 預設使用 application/x-www-form-urlencode
# 也可指定 multipart/form-data
@app.post("/test/")
async def test(data: Annotated[FormData, Form()]):
    return data

`@app.HTTP_METHOD(...)`

response_model=：response 採用的 schema
deprecated=：棄用

dependencies=：先行依賴

def get_double(n: int) -> int:
    return n * 2

def verify_even(n: int) -> None:
    if n % 2 == 1:
        raise ValueError("Odd value!")

# 在 /test?n=2 時，先檢查是不是偶數，再來回傳 4 🚩
# 在 /test?n=5 時，先檢查是不是偶數，然後就爆炸了
@app.post("/test", dependencies=[Depends(verify_even)])
async def test(doubled_number: Annotated[int, Depends(get_double)]):
    return doubled_number

Uvicorn

--reload：開啟 hot reload

uvicorn <app_script>:<app_object_name> --host <host> --port <port>

Async

modification

資料庫部分

from collections.abc import AsyncGenerator
from typing import Any

from sqlalchemy.ext.fastapi import AsyncSession, async_sessionmaker, create_async_engine

from config import get_settings
from models.base import Base

engine = create_async_engine(get_settings().database_uri)
AsyncSessionLocal = async_sessionmaker(engine, expire_on_commit=False)


async def get_session() -> AsyncGenerator[AsyncSession, Any, None]:
    async with AsyncSessionLocal() as session:
        async with session.begin():
            yield session


async def init_db() -> None:
    async with engine.begin() as conn:
        await conn.run_sync(Base.metadata.create_all)


async def drop_db():
    async with engine.begin() as conn:
        await conn.run_sync(Base.metadata.drop_all)


async def close_db() -> None:
    await engine.dispose()

記得 API 通通改成 async

# FastAPI 範例
@router.post(
    "/users",
    response_model=UserSchema.UserRead,
    status_code=status.HTTP_201_CREATED,
    response_description="成功建立使用者",
    summary="建立使用者",
)
async def create_user(
    user_data: UserSchema.UserCreate, 
    session: Annotated[AsyncSession, Depends(get_session)]
):
    db_user = User(user_data)
    session.add(db_user)
    await session.flush()
    await session.refresh(db_user)
    return db_user

# 執行路徑：
# 1. yield 前 (transaction starts)
# 2. session.add(db_user) (session 中新增使用者)
# 3. session.flush() (將 session 變更刷新入資料庫)
# (如果你的 ID 使用 autoincrement，此時資料庫會自動配給 ID)
# 4. session.refresh(db_user)
# (為了抓取這個 ID，我們必須重新 query 一遍資料庫，將資料刷新回 ORM 實例)
# 5. yield 後 (transaction ends)

# 🤔 個人意見：不要用 autoincrement 啦，用 UUID 吧！

lifespan 寫法

from contextlib import asynccontextmanager

from fastapi import FastAPI

from api.items import router as items_router
from api.users import router as users_router
from database.session import close_db, init_db


@asynccontextmanager
async def lifespan(app: FastAPI):
    await init_db()
    yield
    await close_db()


app = FastAPI(
    title="Simple API",
    description="簡易 API",
    version="1.0.0",
    lifespan=lifespan,
)


app.include_router(items_router)
app.include_router(users_router)

.env 內的 DATABASE_URI 改成異步庫

# MySQL
MYSQL_DATABASE_URI="mysql+asyncpg://${MYSQL_USER}:${MYSQL_PASSWORD}@${MYSQL_HOST}:${MYSQL_PORT}/${MYSQL_DB}"
# PostgreSQL
POSTGRES_DATABASE_URI="postgresql+aiomysql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${POSTGRES_HOST}:${POSTGRES_PORT}/${POSTGRES_DB}"

Unit Testing

pytest
pytest-mock
pytest-asyncio

OAuth 2.0

使用 JWT 最簡實作 OAuth 2.0 授權流程

from datetime import UTC, datetime, timedelta
from typing import Annotated, Any, Literal

from fastapi import Depends, FastAPI, HTTPException
from fastapi.security import OAuth2PasswordBearer, OAuth2PasswordRequestForm
from jose import jwt

app = FastAPI()

# 自動從 request 的 authorization header 拿取 bearer token
OAuth2Token = Annotated[str, Depends(OAuth2PasswordBearer(tokenUrl="login"))]
# 自動從 request 抓取登入資訊 (username 與 password 欄位，此為 OAuth 2.0 規定)
LoginForm = Annotated[OAuth2PasswordRequestForm, Depends()]


def generate_token(
    payload: dict[str, Any],
    secret: str,
    *,
    usage: Literal["access", "refresh"],
):
    expire_time_dict = {"access": 30, "refresh": 60}  # 幾秒後過期
    token_expire_time = datetime.now(UTC) + timedelta(seconds=expire_time_dict[usage])
    token_payload = {
        **payload,
        "exp": token_expire_time,  # 指定過期時間
        "usage": usage,  # 指定用途
    }
    token = jwt.encode(token_payload, secret)
    return token


def verify_user(payload: dict[str, Any]) -> None:
    _user_id = payload.get("id")
    _email = payload.get("sub")
    if _user_id != 5 or _email != "rogelio@example.com":
        raise HTTPException(status_code=401, detail="Unauthorized")


# * 登入路由，獲取 token 用
@app.post("/login")
def login(form_data: LoginForm):
    if form_data.username != "RogelioKG" or form_data.password != "123456":
        raise HTTPException(status_code=401, detail="Invalid credentials")

    secret = "my-secret"
    payload = {
        "sub": "rogelio@example.com",
        "id": 5,
    }

    access_token = generate_token(payload, secret, usage="access")
    refresh_token = generate_token(payload, secret, usage="refresh")

    return {"access_token": access_token, "refresh_token": refresh_token}


# * 刷新路由，獲取新的 token 用
@app.post("/refresh")
def refresh(token: OAuth2Token):
    secret = "my-secret"
    payload = jwt.decode(token, secret)
    verify_user(payload)
    assert payload.get("usage") == "refresh"  # ! 只能使用 refresh_token 來 refresh

    access_token = generate_token(payload, secret, usage="access")
    refresh_token = generate_token(payload, secret, usage="refresh")

    return {"access_token": access_token, "refresh_token": refresh_token}


# * 私人路由，獲取 private resources 用
@app.get("/profile")
def profile(token: OAuth2Token):
    secret = "my-secret"
    payload = jwt.decode(token, secret)
    verify_user(payload)
    assert payload.get("usage") == "access"  # ! 只能使用 access_token 來 access

    return {"message": "Welcome back!"}

OAuth2PasswordBearer

名稱意義：使用者要以密碼換取 token

呼叫時，就會從 request 的 authorization header 拿取 bearer token

# 實作
class OAuth2PasswordBearer(OAuth2):
    ...
    # 所以當你依賴注入時，最後回傳的其實是字串 (token)
    async def __call__(self, request: Request) -> Optional[str]:
        authorization = request.headers.get("Authorization")
        scheme, param = get_authorization_scheme_param(authorization)
        if not authorization or scheme.lower() != "bearer":
            if self.auto_error:
                raise HTTPException(
                    status_code=HTTP_401_UNAUTHORIZED,
                    detail="Not authenticated",
                    headers={"WWW-Authenticate": "Bearer"},
                )
            else:
                return None
        return param

OAuth2PasswordRequestForm
- request 嚴格要求：
  - 一定要用 POST
  - body 一定要用 x-www-form-urlencoded 格式
PostMan 測試

Docker

database

同步
- SQLite: sqlite3
- MySQL: pymysql
- Postgers: psycopg2 (若要在 container 上使用，須改為 psycopg2-binary)
異步
- SQLite: aiosqlite
- MySQL: aiomysql
- Postgers: asyncpg

caution

後端的 HOST 要設定成 0.0.0.0 …
資料庫 URI 的 HOST 要設定成 docker-compose.yml 內指定的 services 名稱

如下範例，為 postgresql-db
```
services:
  backend:
    ...
  postgresql-db:
    ...
```

FastAPI

References

Toolkits

Directory Structure

API document

Usage

Depends

Query

Cookie

Header

Form

@app.HTTP_METHOD(...)

Uvicorn

Async

modification

Unit Testing

OAuth 2.0

Docker

database

caution

Read more

JavaFX

⚡JS 套件管理大師

GIL

setuptools

`Depends`

`Query`

`Cookie`

`Header`

`Form`

`@app.HTTP_METHOD(...)`