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Browse files- Dockerfile +7 -12
 
    	
        Dockerfile
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         @@ -31,26 +31,21 @@ RUN mkdir -p $HF_HOME && \ 
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            # Copy application files
         
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            COPY main.py .  
         
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            # Set up Hugging Face token as a build argument
         
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            ARG HF_TOKEN
         
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            ENV HF_TOKEN=${HF_TOKEN}
         
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            #  
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            USER appuser
         
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                login(token='$HF_TOKEN'); \
         
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                from transformers import pipeline; \
         
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                pipeline('sentiment-analysis', model='Ehrii/sentiment')" || echo 'Failed to download multilingual model'
         
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            RUN /app/venv/bin/python -c "from  
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                from transformers import pipeline; \
         
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                pipeline('sentiment-analysis', model='siebert/sentiment-roberta-large-english')" || echo 'Failed to download English model'
         
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            # Expose FastAPI port
         
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            EXPOSE 7860
         
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            # Run FastAPI server using the virtual environment
         
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            CMD ["/app/venv/bin/uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
         
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            # Copy application files
         
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            COPY main.py .  
         
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            # Set up Hugging Face token as a build argument (secured via environment variables)
         
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            ARG HF_TOKEN
         
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            ENV HF_TOKEN=${HF_TOKEN}
         
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            # Pre-download models as the new user
         
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            USER appuser
         
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            RUN /app/venv/bin/python -c "from transformers import pipeline; \
         
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                pipeline('sentiment-analysis', model='Ehrii/sentiment', use_auth_token='$HF_TOKEN')" || echo 'Failed to download multilingual model'
         
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            RUN /app/venv/bin/python -c "from transformers import pipeline; \
         
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                pipeline('sentiment-analysis', model='siebert/sentiment-roberta-large-english', use_auth_token='$HF_TOKEN')" || echo 'Failed to download English model'
         
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            # Expose FastAPI port
         
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            EXPOSE 7860
         
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            # Run FastAPI server using the virtual environment
         
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            CMD ["/app/venv/bin/uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
         
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