boladeE
a70c0802ae
- Enhanced .gitignore to include additional Python-related files. - Updated docker-compose.yml to version 3.8, added container name, health check, and network configuration. - Modified Dockerfile to set environment variables, install system dependencies, and add a health check. - Updated requirements.txt with specific package versions. - Removed obsolete files related to cloud deployment and experiments. - Improved EDA notebook with additional data loading and exploration steps.
34 lines
824 B
Docker
34 lines
824 B
Docker
FROM python:3.9-slim
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# Set environment variables
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ENV PYTHONUNBUFFERED=1 \
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PYTHONDONTWRITEBYTECODE=1 \
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PIP_NO_CACHE_DIR=1
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WORKDIR /app
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# Install system dependencies
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RUN apt-get update && apt-get install -y --no-install-recommends \
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build-essential \
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&& rm -rf /var/lib/apt/lists/*
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# Copy requirements first to leverage Docker cache
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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 the rest of the application
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COPY . .
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# Create necessary directories
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RUN mkdir -p data/raw data/processed models
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# Expose ports for API
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EXPOSE 8000
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# Health check
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HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \
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CMD curl -f http://localhost:8000/health || exit 1
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# Command to run the API
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CMD ["uvicorn", "src.main:app", "--host", "0.0.0.0", "--port", "8000"]
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