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Add Label Studio adapter module and its build scipts.
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172
runtime/label-studio-adapter/app/main.py
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172
runtime/label-studio-adapter/app/main.py
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from fastapi import FastAPI, Request, HTTPException, status
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import JSONResponse
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from fastapi.exceptions import RequestValidationError
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from starlette.exceptions import HTTPException as StarletteHTTPException
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from contextlib import asynccontextmanager
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from typing import Dict, Any
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from .core.config import settings
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from .core.logging import setup_logging, get_logger
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from .clients import DMServiceClient, LabelStudioClient, set_clients
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from .api import api_router
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from .schemas import StandardResponse
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# 设置日志
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setup_logging()
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logger = get_logger(__name__)
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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"""应用程序生命周期管理"""
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# 启动时初始化
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logger.info("Starting Label Studio Adapter...")
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# 初始化客户端
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dm_client = DMServiceClient()
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# 初始化 Label Studio 客户端,使用 HTTP REST API + Token 认证
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ls_client = LabelStudioClient(
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base_url=settings.label_studio_base_url,
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token=settings.label_studio_user_token
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)
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# 设置全局客户端
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set_clients(dm_client, ls_client)
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# 数据库初始化由 Alembic 管理
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# 在 Docker 环境中,entrypoint.sh 会在启动前运行: alembic upgrade head
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# 在开发环境中,手动运行: alembic upgrade head
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logger.info("Database schema managed by Alembic")
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logger.info("Label Studio Adapter started")
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yield
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# 关闭时清理
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logger.info("Shutting down Label Studio Adapter...")
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# 客户端清理会在客户端管理器中处理
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logger.info("Label Studio Adapter stopped")
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# 创建FastAPI应用
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app = FastAPI(
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title=settings.app_name,
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description=settings.app_description,
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version=settings.app_version,
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debug=settings.debug,
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lifespan=lifespan
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)
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# 配置CORS中间件
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app.add_middleware(
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CORSMiddleware,
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allow_origins=settings.allowed_origins,
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allow_credentials=True,
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allow_methods=settings.allowed_methods,
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allow_headers=settings.allowed_headers,
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)
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# 自定义异常处理器:StarletteHTTPException (包括404等)
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@app.exception_handler(StarletteHTTPException)
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async def starlette_http_exception_handler(request: Request, exc: StarletteHTTPException):
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"""将Starlette的HTTPException转换为标准响应格式"""
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return JSONResponse(
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status_code=exc.status_code,
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content={
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"code": exc.status_code,
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"message": "error",
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"data": {
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"detail": exc.detail
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}
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}
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)
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# 自定义异常处理器:FastAPI HTTPException
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@app.exception_handler(HTTPException)
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async def fastapi_http_exception_handler(request: Request, exc: HTTPException):
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"""将FastAPI的HTTPException转换为标准响应格式"""
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return JSONResponse(
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status_code=exc.status_code,
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content={
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"code": exc.status_code,
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"message": "error",
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"data": {
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"detail": exc.detail
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}
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}
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)
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# 自定义异常处理器:RequestValidationError
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@app.exception_handler(RequestValidationError)
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async def validation_exception_handler(request: Request, exc: RequestValidationError):
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"""将请求验证错误转换为标准响应格式"""
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return JSONResponse(
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status_code=422,
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content={
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"code": 422,
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"message": "error",
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"data": {
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"detail": "Validation error",
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"errors": exc.errors()
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}
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}
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)
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# 自定义异常处理器:未捕获的异常
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@app.exception_handler(Exception)
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async def general_exception_handler(request: Request, exc: Exception):
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"""将未捕获的异常转换为标准响应格式"""
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logger.error(f"Unhandled exception: {exc}", exc_info=True)
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return JSONResponse(
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status_code=500,
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content={
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"code": 500,
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"message": "error",
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"data": {
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"detail": "Internal server error"
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}
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}
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)
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# 注册路由
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app.include_router(api_router, prefix="/api")
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# 测试端点:验证异常处理
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@app.get("/test-404", include_in_schema=False)
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async def test_404():
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"""测试404异常处理"""
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raise HTTPException(status_code=404, detail="Test 404 error")
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@app.get("/test-500", include_in_schema=False)
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async def test_500():
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"""测试500异常处理"""
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raise Exception("Test uncaught exception")
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# 根路径重定向到文档
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@app.get("/", response_model=StandardResponse[Dict[str, Any]], include_in_schema=False)
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async def root():
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"""根路径,返回服务信息"""
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return StandardResponse(
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code=200,
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message="success",
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data={
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"message": f"{settings.app_name} is running",
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"version": settings.app_version,
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"docs_url": "/docs",
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"dm_service_url": settings.dm_service_base_url,
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"label_studio_url": settings.label_studio_base_url
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}
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)
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(
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"app.main:app",
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host=settings.host,
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port=settings.port,
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reload=settings.debug,
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log_level=settings.log_level.lower()
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)
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