fastapi-patterns

name	fastapi-patterns
description	FastAPI + SQLModel + Neon PostgreSQL 後端開發最佳實踐。適用於 Render 部署的 API 服務。涵蓋路由設計、資料庫操作、錯誤處理、認證授權。
source	custom
updated	"2025-01-16T00:00:00.000Z"

FastAPI + SQLModel 後端開發規範

適用場景

• Render 部署的 API 服務
• 搭配 Neon PostgreSQL
• RESTful API 設計
• MES/ERP 後端服務

專案結構

project/
├── app/
│   ├── __init__.py
│   ├── main.py              # FastAPI 應用入口
│   ├── config.py            # 環境設定
│   ├── database.py          # 資料庫連線
│   ├── dependencies.py      # 共用依賴
│   ├── models/              # SQLModel 資料模型
│   │   ├── __init__.py
│   │   ├── base.py
│   │   ├── work_order.py
│   │   └── user.py
│   ├── schemas/             # Pydantic 請求/回應 schema
│   │   ├── __init__.py
│   │   ├── base.py
│   │   └── work_order.py
│   ├── routers/             # API 路由
│   │   ├── __init__.py
│   │   ├── work_orders.py
│   │   └── users.py
│   ├── services/            # 業務邏輯
│   │   ├── __init__.py
│   │   └── work_order_service.py
│   └── utils/               # 工具函數
│       ├── __init__.py
│       └── audit.py
├── requirements.txt
├── render.yaml
└── .env.example

核心設定

config.py

from pydantic_settings import BaseSettings
from functools import lru_cache


class Settings(BaseSettings):
    # 資料庫
    database_url: str

    # API
    api_prefix: str = "/api"
    debug: bool = False

    # 認證
    jwt_secret: str
    jwt_algorithm: str = "HS256"
    jwt_expire_minutes: int = 60 * 24  # 24 小時

    # CORS
    cors_origins: list[str] = ["*"]

    class Config:
        env_file = ".env"


@lru_cache
def get_settings() -> Settings:
    return Settings()

database.py

from sqlmodel import SQLModel, create_engine, Session
from app.config import get_settings

settings = get_settings()

# Neon PostgreSQL 連線
engine = create_engine(
    settings.database_url,
    echo=settings.debug,
    pool_pre_ping=True,  # 連線健康檢查
    pool_recycle=300,    # 5 分鐘回收連線
)


def init_db():
    """建立所有資料表"""
    SQLModel.metadata.create_all(engine)


def get_session():
    """取得資料庫 session（依賴注入用）"""
    with Session(engine) as session:
        yield session

main.py

from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
from contextlib import asynccontextmanager

from app.config import get_settings
from app.database import init_db
from app.routers import work_orders, users

settings = get_settings()


@asynccontextmanager
async def lifespan(app: FastAPI):
    # 啟動時
    init_db()
    yield
    # 關閉時（清理資源）


app = FastAPI(
    title="MES API",
    version="1.0.0",
    lifespan=lifespan,
)

# CORS
app.add_middleware(
    CORSMiddleware,
    allow_origins=settings.cors_origins,
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)

# 路由
app.include_router(work_orders.router, prefix=f"{settings.api_prefix}/work-orders", tags=["工單"])
app.include_router(users.router, prefix=f"{settings.api_prefix}/users", tags=["使用者"])


@app.get("/health")
def health_check():
    """健康檢查（Render 用）"""
    return {"status": "ok"}

資料模型 (SQLModel)

models/base.py

from sqlmodel import SQLModel, Field
from datetime import datetime
from typing import Optional
import uuid


class BaseModel(SQLModel):
    """基礎模型"""
    id: str = Field(default_factory=lambda: str(uuid.uuid4()), primary_key=True)
    created_at: datetime = Field(default_factory=datetime.utcnow)
    updated_at: Optional[datetime] = Field(default=None)

    class Config:
        json_encoders = {
            datetime: lambda v: v.isoformat()
        }

models/work_order.py

from sqlmodel import Field, Relationship
from typing import Optional, List
from datetime import datetime
from enum import Enum

from app.models.base import BaseModel


class WorkOrderStatus(str, Enum):
    PENDING = "pending"
    IN_PROGRESS = "in_progress"
    COMPLETED = "completed"
    CANCELLED = "cancelled"


class WorkOrder(BaseModel, table=True):
    """工單資料表"""
    __tablename__ = "work_orders"

    order_number: str = Field(unique=True, index=True)
    customer_id: str = Field(foreign_key="customers.id", index=True)
    product_model: str
    quantity: int = Field(ge=1)
    status: WorkOrderStatus = Field(default=WorkOrderStatus.PENDING, index=True)
    priority: int = Field(default=5, ge=1, le=10)
    due_date: Optional[datetime] = None
    note: Optional[str] = None

    # 關聯
    dispatches: List["Dispatch"] = Relationship(back_populates="work_order")

請求/回應 Schema

schemas/base.py

from pydantic import BaseModel
from typing import TypeVar, Generic, Optional, List

T = TypeVar("T")


class ApiResponse(BaseModel, Generic[T]):
    """統一回應格式"""
    success: bool
    data: Optional[T] = None
    error: Optional[dict] = None
    message: Optional[str] = None


class PaginatedResponse(ApiResponse[List[T]], Generic[T]):
    """分頁回應"""
    pagination: Optional[dict] = None


def success_response(data: T, message: str = "成功") -> ApiResponse[T]:
    return ApiResponse(success=True, data=data, message=message)


def error_response(code: str, message: str) -> ApiResponse:
    return ApiResponse(success=False, error={"code": code, "message": message})

schemas/work_order.py

from pydantic import BaseModel, Field
from typing import Optional
from datetime import datetime

from app.models.work_order import WorkOrderStatus


class WorkOrderCreate(BaseModel):
    """新增工單請求"""
    order_number: str = Field(..., min_length=1, max_length=50)
    customer_id: str
    product_model: str
    quantity: int = Field(..., ge=1)
    priority: int = Field(default=5, ge=1, le=10)
    due_date: Optional[datetime] = None
    note: Optional[str] = None


class WorkOrderUpdate(BaseModel):
    """更新工單請求"""
    product_model: Optional[str] = None
    quantity: Optional[int] = Field(default=None, ge=1)
    status: Optional[WorkOrderStatus] = None
    priority: Optional[int] = Field(default=None, ge=1, le=10)
    due_date: Optional[datetime] = None
    note: Optional[] = 


 ():
    
    : 
    order_number: 
    customer_id: 
    product_model: 
    quantity: 
    status: WorkOrderStatus
    priority: 
    due_date: [datetime]
    note: []
    created_at: datetime
    updated_at: [datetime]

     :
        from_attributes = 

路由設計

routers/work_orders.py

from fastapi import APIRouter, Depends, HTTPException, Query
from sqlmodel import Session, select
from typing import List, Optional
from datetime import datetime

from app.database import get_session
from app.models.work_order import WorkOrder, WorkOrderStatus
from app.schemas.base import ApiResponse, PaginatedResponse, success_response, error_response
from app.schemas.work_order import WorkOrderCreate, WorkOrderUpdate, WorkOrderResponse
from app.dependencies import get_current_user
from app.utils.audit import log_audit

router = APIRouter()


@router.get("", response_model=PaginatedResponse[WorkOrderResponse])
def list_work_orders(
    status: Optional[WorkOrderStatus] = None,
    customer_id: Optional[str] = None,
    page: int = Query(1, ge=1),
    limit: int = Query(20, ge=1, le=100),
    session: Session = Depends(get_session),
):
    """取得工單列表"""
    query = select(WorkOrder)

    # 篩選條件
    if status:
        query = query.where(WorkOrder.status == status)
    if customer_id:
        query = query.where(WorkOrder.customer_id == customer_id)

    
    total = session.(select(func.count()).select_from(query.subquery())).one()
    offset = (page - ) * limit
    query = query.offset(offset).limit(limit).order_by(WorkOrder.created_at.desc())

    items = session.(query).()

     PaginatedResponse(
        success=,
        data=[WorkOrderResponse.from_orm(item)  item  items],
        pagination={: total, : page, : limit}
    )



 ():
    
    work_order = session.get(WorkOrder, work_order_id)
      work_order:
         HTTPException(status_code=, detail=)
     success_response(WorkOrderResponse.from_orm(work_order))



 ():
    
    
    existing = session.(
        select(WorkOrder).where(WorkOrder.order_number == data.order_number)
    ).first()
     existing:
         HTTPException(status_code=, detail=)

    work_order = WorkOrder(**data.model_dump())
    session.add(work_order)
    session.commit()
    session.refresh(work_order)

    
    log_audit(
        session=session,
        user_id=current_user[],
        action=,
        resource_type=,
        resource_id=work_order.,
        details=data.model_dump()
    )

     success_response(WorkOrderResponse.from_orm(work_order), )



 ():
    
    work_order = session.get(WorkOrder, work_order_id)
      work_order:
         HTTPException(status_code=, detail=)

    
    update_data = data.model_dump(exclude_unset=)
     key, value  update_data.items():
        (work_order, key, value)
    work_order.updated_at = datetime.utcnow()

    session.add(work_order)
    session.commit()
    session.refresh(work_order)

    
    log_audit(
        session=session,
        user_id=current_user[],
        action=,
        resource_type=,
        resource_id=work_order.,
        details=update_data
    )

     success_response(WorkOrderResponse.from_orm(work_order), )



 ():
    
    work_order = session.get(WorkOrder, work_order_id)
      work_order:
         HTTPException(status_code=, detail=)

    session.delete(work_order)
    session.commit()

    
    log_audit(
        session=session,
        user_id=current_user[],
        action=,
        resource_type=,
        resource_id=work_order_id,
    )

     success_response(, )

認證授權

dependencies.py

from fastapi import Depends, HTTPException, status
from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
import jwt
from datetime import datetime

from app.config import get_settings

settings = get_settings()
security = HTTPBearer()


def get_current_user(
    credentials: HTTPAuthorizationCredentials = Depends(security)
) -> dict:
    """驗證 JWT Token 並取得當前使用者"""
    token = credentials.credentials

    try:
        payload = jwt.decode(
            token,
            settings.jwt_secret,
            algorithms=[settings.jwt_algorithm]
        )

        # 檢查過期
        exp = payload.get("exp")
        if exp and datetime.utcnow().timestamp() > exp:
            raise HTTPException(
                status_code=status.HTTP_401_UNAUTHORIZED,
                detail="Token 已過期"
            )

        return payload

    except jwt.InvalidTokenError:
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail="無效的 Token"
        )


def require_role(allowed_roles: list[str]):
    """角色權限檢查"""
    def role_checker(current_user: dict = Depends(get_current_user)):
        user_role = current_user.get("role", "")
        if user_role not  allowed_roles:
             HTTPException(
                status_code=status.HTTP_403_FORBIDDEN,
                detail=
            )
         current_user
     role_checker

稽核紀錄 (ISO 27001)

utils/audit.py

from sqlmodel import Session
from datetime import datetime
from typing import Optional
import json

from app.models.audit import AuditLog


def log_audit(
    session: Session,
    user_id: str,
    action: str,
    resource_type: str,
    resource_id: str,
    details: Optional[dict] = None,
    ip_address: Optional[str] = None,
):
    """記錄稽核日誌"""
    audit_log = AuditLog(
        user_id=user_id,
        action=action,
        resource_type=resource_type,
        resource_id=resource_id,
        details=json.dumps(details) if details else None,
        ip_address=ip_address,
        timestamp=datetime.utcnow(),
    )
    session.add(audit_log)
    session.commit()

錯誤處理

全域例外處理

from fastapi import Request
from fastapi.responses import JSONResponse
from sqlalchemy.exc import IntegrityError


@app.exception_handler(HTTPException)
async def http_exception_handler(request: Request, exc: HTTPException):
    return JSONResponse(
        status_code=exc.status_code,
        content={
            "success": False,
            "error": {
                "code": str(exc.status_code),
                "message": exc.detail
            }
        }
    )


@app.exception_handler(IntegrityError)
async def integrity_error_handler(request: Request, exc: IntegrityError):
    return JSONResponse(
        status_code=400,
        content={
            "success": False,
            "error": {
                "code": "INTEGRITY_ERROR",
                "message": "資料完整性錯誤，可能是重複的資料"
            }
        }
    )


@app.exception_handler(Exception)
async def general_exception_handler(request: Request, exc: Exception):
    # 記錄錯誤
    print(f"Unhandled error: {exc}")
    return JSONResponse(
        status_code=,
        content={
            : ,
            : {
                : ,
                : 
            }
        }
    )

Render 部署

render.yaml

services:
  - type: web
    name: mes-api
    runtime: python
    buildCommand: pip install -r requirements.txt
    startCommand: uvicorn app.main:app --host 0.0.0.0 --port $PORT
    envVars:
      - key: DATABASE_URL
        fromDatabase:
          name: mes-db
          property: connectionString
      - key: JWT_SECRET
        generateValue: true
    healthCheckPath: /health
    autoDeploy: true

databases:
  - name: mes-db
    plan: free
    databaseName: mes
    user: mes_user

requirements.txt

fastapi>=0.109.0
uvicorn[standard]>=0.27.0
sqlmodel>=0.0.14
pydantic-settings>=2.1.0
python-jose[cryptography]>=3.3.0
psycopg2-binary>=2.9.9

禁止事項

1. 禁止 Fallback Mock 資料 - 資料庫連線失敗應回傳 503
2. 禁止 Emoji - 程式碼、註解都不使用
3. 禁止簡體字 - 錯誤訊息使用正體中文
4. 禁止硬編碼機敏資料 - 使用環境變數

效能標準

指標	目標
API 回應時間	< 500ms
資料庫查詢	< 100ms
啟動時間	< 30s

參考資源

• FastAPI 官方文件
• SQLModel 官方文件
• Neon PostgreSQL
• Render 部署指南