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api/translator_app.py 9.39 KB
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  """
  
  # 方式1:直接运行
  python api/translator_app.py
  
  # 方式2:使用 uvicorn
  uvicorn api.translator_app:app --host 0.0.0.0 --port 6006 --reload
  
  
  使用说明:
  Translation HTTP Service
  
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  This service provides a RESTful API for text translation using Qwen (default) or DeepL API.
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  The service runs on port 6006 and provides a simple translation endpoint.
  
  API Endpoint:
      POST /translate
  
  Request Body (JSON):
      {
          "text": "要翻译的文本",
          "target_lang": "en",  # Required: target language code (zh, en, ru, etc.)
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          "source_lang": "zh",  # Optional: source language code (auto-detect if not provided)
          "model": "qwen"       # Optional: translation model ("qwen" or "deepl", default: "qwen")
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      }
  
  Response (JSON):
      {
          "text": "要翻译的文本",
          "target_lang": "en",
          "source_lang": "zh",
          "translated_text": "Text to translate",
          "status": "success"
      }
  
  Usage Examples:
  
  1. Translate Chinese to English:
     curl -X POST http://localhost:6006/translate \
       -H "Content-Type: application/json" \
       -d '{
         "text": "商品名称",
         "target_lang": "en",
         "source_lang": "zh"
       }'
  
  2. Translate with auto-detection:
     curl -X POST http://localhost:6006/translate \
       -H "Content-Type: application/json" \
       -d '{
         "text": "Product name",
         "target_lang": "zh"
       }'
  
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  3. Translate using DeepL model:
     curl -X POST http://localhost:6006/translate \
       -H "Content-Type: application/json" \
       -d '{
         "text": "商品名称",
         "target_lang": "en",
         "source_lang": "zh",
         "model": "deepl"
       }'
  
  4. Translate Russian to English:
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     curl -X POST http://localhost:6006/translate \
       -H "Content-Type: application/json" \
       -d '{
         "text": "Название товара",
         "target_lang": "en",
         "source_lang": "ru"
       }'
  
  Health Check:
      GET /health
  
      curl http://localhost:6006/health
  
  Start the service:
      python api/translator_app.py
      # or
      uvicorn api.translator_app:app --host 0.0.0.0 --port 6006 --reload
  """
  
  import os
  import sys
  import logging
  import argparse
  import uvicorn
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  from typing import Optional, Dict
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  from fastapi import FastAPI, HTTPException
  from fastapi.responses import JSONResponse
  from fastapi.middleware.cors import CORSMiddleware
  from pydantic import BaseModel, Field
  
  # Add parent directory to path
  sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
  
  from query.translator import Translator
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  from config.env_config import DEEPL_AUTH_KEY, DASHSCOPE_API_KEY, REDIS_CONFIG
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  # Configure logging
  logging.basicConfig(
      level=logging.INFO,
      format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
  )
  logger = logging.getLogger(__name__)
  
  # Fixed translation prompt
  TRANSLATION_PROMPT = "Translate the original text into an English product SKU name. Requirements: Ensure accurate and complete transmission of the original information, with concise, clear, authentic, and professional language."
  
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  # Global translator instances cache (keyed by model)
  _translators: Dict[str, Translator] = {}
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  def get_translator(model: str = "qwen") -> Translator:
      """Get or create translator instance for the specified model."""
      global _translators
      if model not in _translators:
          logger.info(f"Initializing translator with model: {model}...")
          _translators[model] = Translator(
              model=model,
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              use_cache=True,
              timeout=10
          )
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          logger.info(f"Translator initialized with model: {model}")
      return _translators[model]
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  # Request/Response models
  class TranslationRequest(BaseModel):
      """Translation request model."""
      text: str = Field(..., description="Text to translate")
      target_lang: str = Field(..., description="Target language code (zh, en, ru, etc.)")
      source_lang: Optional[str] = Field(None, description="Source language code (optional, auto-detect if not provided)")
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      model: Optional[str] = Field("qwen", description="Translation model: 'qwen' (default) or 'deepl'")
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      class Config:
          json_schema_extra = {
              "example": {
                  "text": "商品名称",
                  "target_lang": "en",
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                  "source_lang": "zh",
                  "model": "qwen"
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              }
          }
  
  
  class TranslationResponse(BaseModel):
      """Translation response model."""
      text: str = Field(..., description="Original text")
      target_lang: str = Field(..., description="Target language code")
      source_lang: Optional[str] = Field(None, description="Source language code (detected or provided)")
      translated_text: str = Field(..., description="Translated text")
      status: str = Field(..., description="Translation status")
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      model: str = Field(..., description="Translation model used")
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  # Create FastAPI app
  app = FastAPI(
      title="Translation Service API",
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      description="RESTful API for text translation using Qwen (default) or DeepL",
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      version="1.0.0",
      docs_url="/docs",
      redoc_url="/redoc"
  )
  
  # Add CORS middleware
  app.add_middleware(
      CORSMiddleware,
      allow_origins=["*"],
      allow_credentials=True,
      allow_methods=["*"],
      allow_headers=["*"],
  )
  
  
  @app.on_event("startup")
  async def startup_event():
      """Initialize translator on startup."""
      logger.info("Starting Translation Service API on port 6006")
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      # Get default model from environment variable or use 'qwen'
      default_model = os.getenv("TRANSLATION_MODEL", "qwen")
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      try:
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          get_translator(model=default_model)
          logger.info(f"Translation service ready with default model: {default_model}")
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      except Exception as e:
          logger.error(f"Failed to initialize translator: {e}", exc_info=True)
          logger.warning("Service will start but translation may not work correctly")
  
  
  @app.get("/health")
  async def health_check():
      """Health check endpoint."""
      try:
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          default_model = os.getenv("TRANSLATION_MODEL", "qwen")
          translator = get_translator(model=default_model)
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          return {
              "status": "healthy",
              "service": "translation",
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              "default_model": default_model,
              "available_models": list(_translators.keys()),
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              "translator_initialized": translator is not None,
              "cache_enabled": translator.use_cache if translator else False
          }
      except Exception as e:
          logger.error(f"Health check failed: {e}")
          return JSONResponse(
              status_code=503,
              content={
                  "status": "unhealthy",
                  "error": str(e)
              }
          )
  
  
  @app.post("/translate", response_model=TranslationResponse)
  async def translate(request: TranslationRequest):
      """
      Translate text to target language.
      
      Uses a fixed prompt optimized for product SKU name translation.
      The translation is cached in Redis for performance.
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      Supports both Qwen (default) and DeepL models via the 'model' parameter.
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      """
      if not request.text or not request.text.strip():
          raise HTTPException(
              status_code=400,
              detail="Text cannot be empty"
          )
      
      if not request.target_lang:
          raise HTTPException(
              status_code=400,
              detail="target_lang is required"
          )
      
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      # Validate model parameter
      model = request.model.lower() if request.model else "qwen"
      if model not in ['qwen', 'deepl']:
          raise HTTPException(
              status_code=400,
              detail=f"Invalid model: {model}. Supported models: 'qwen', 'deepl'"
          )
      
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      try:
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          # Get translator instance for the specified model
          translator = get_translator(model=model)
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          # Translate using the fixed prompt
          translated_text = translator.translate(
              text=request.text,
              target_lang=request.target_lang,
              source_lang=request.source_lang,
              prompt=TRANSLATION_PROMPT
          )
          
          if translated_text is None:
              raise HTTPException(
                  status_code=500,
                  detail="Translation failed"
              )
          
          return TranslationResponse(
              text=request.text,
              target_lang=request.target_lang,
              source_lang=request.source_lang,
              translated_text=translated_text,
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              status="success",
              model=translator.model
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          )
      
      except HTTPException:
          raise
      except Exception as e:
          logger.error(f"Translation error: {e}", exc_info=True)
          raise HTTPException(
              status_code=500,
              detail=f"Translation error: {str(e)}"
          )
  
  
  @app.get("/")
  async def root():
      """Root endpoint with API information."""
      return {
          "service": "Translation Service API",
          "version": "1.0.0",
          "status": "running",
          "endpoints": {
              "translate": "POST /translate",
              "health": "GET /health",
              "docs": "GET /docs"
          }
      }
  
  
  if __name__ == "__main__":
      parser = argparse.ArgumentParser(description='Start translation API service')
      parser.add_argument('--host', default='0.0.0.0', help='Host to bind to')
      parser.add_argument('--port', type=int, default=6006, help='Port to bind to')
      parser.add_argument('--reload', action='store_true', help='Enable auto-reload')
      args = parser.parse_args()
  
      # Run server
      uvicorn.run(
          "api.translator_app:app",
          host=args.host,
          port=args.port,
          reload=args.reload
      )