Spaces:
Sleeping
Sleeping
Create Dockerfile
Browse files- Dockerfile +49 -0
Dockerfile
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# Use a lightweight Python base image
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FROM python:3.9-slim
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# Set working directory
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WORKDIR /app
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# Set environment variables
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ENV HF_HOME="/tmp/huggingface/cache"
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ENV FLASK_APP=app.py
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ENV FLASK_ENV=production
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ENV PYTHONUNBUFFERED=1
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ENV CUDA_VISIBLE_DEVICES="-1" # Force CPU mode for compatibility
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# Create Hugging Face cache directory with proper permissions
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RUN mkdir -p /tmp/huggingface/cache && \
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chmod -R 777 /tmp/huggingface/cache && \
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apt-get update && \
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apt-get install -y --no-install-recommends gcc python3-dev && \
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rm -rf /var/lib/apt/lists/*
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# Copy requirements and install dependencies
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy application code
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COPY . .
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# Create models directory if it doesn't exist
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RUN mkdir -p models
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# Ensure permissions for application files
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RUN chmod -R 755 /app
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# Expose application port (Hugging Face Spaces uses port 7860)
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EXPOSE 7860
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# Create a script to run the application
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RUN echo '#!/bin/bash\n\
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# Check if model files exist\n\
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if [ ! -f "models/mobilenetv2_ham10000_finetuned_74.h5" ] || [ ! -f "models/efficientnetb0_skin_cancer_model_final_69.keras" ]; then\n\
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echo "Warning: Model files not found. Please ensure models are uploaded to the models directory."\n\
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fi\n\
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\n\
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# Run the Flask application\n\
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flask run --host=0.0.0.0 --port=7860\n\
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' > /app/start.sh && chmod +x /app/start.sh
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# Run the Flask application
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CMD ["/app/start.sh"]
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