feliksius commited on
Commit
acf8bfe
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1 Parent(s): 591d7ad

Update app.py

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Files changed (1) hide show
  1. app.py +22 -4
app.py CHANGED
@@ -1,10 +1,28 @@
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- from fastapi import FastAPI
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  from transformers import pipeline
 
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  app = FastAPI()
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- translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-id")
 
 
 
 
 
 
 
 
 
 
 
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  @app.post("/translate")
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  async def translate(text: str):
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- result = translator(text)
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- return {"translated_text": result[0]["translation_text"]}
 
 
 
 
 
 
 
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+ from fastapi import FastAPI, HTTPException
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  from transformers import pipeline
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+ import logging
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  app = FastAPI()
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+
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+ # Setup logging
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+ logging.basicConfig(level=logging.INFO)
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+ logger = logging.getLogger(__name__)
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+
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+ try:
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+ logger.info("Loading translation model...")
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+ translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-id")
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+ logger.info("Model loaded successfully")
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+ except Exception as e:
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+ logger.error(f"Failed to load model: {str(e)}")
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+ raise Exception(f"Model initialization failed: {str(e)}")
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  @app.post("/translate")
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  async def translate(text: str):
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+ if not text:
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+ raise HTTPException(status_code=400, detail="Text input is required")
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+ try:
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+ result = translator(text)
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+ return {"translated_text": result[0]["translation_text"]}
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+ except Exception as e:
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+ logger.error(f"Translation failed: {str(e)}")
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+ raise HTTPException(status_code=500, detail=f"Translation failed: {str(e)}")