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FROM python:3.11-slim
WORKDIR /app
# Install system dependencies
RUN apt-get update && apt-get install -y \
build-essential \
curl \
git \
&& rm -rf /var/lib/apt/lists/*
# Copy requirements and install Python dependencies
COPY requirements.txt .
RUN pip install --upgrade pip
RUN pip install --no-cache-dir -r requirements.txt
# Copy application code
COPY . .
# Create necessary directories
RUN mkdir -p data/raw data/processed data/external \
models/trained_models models/model_artifacts \
logs
# Expose port
EXPOSE 8501
# Set environment variables
ENV PYTHONPATH=/app
# Run the application
CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]
WORKDIR /app
RUN apt-get update && apt-get install -y \
build-essential \
curl \
git \
&& rm -rf /var/lib/apt/lists/*
COPY requirements.txt ./
COPY src/ ./src/
RUN pip3 install -r requirements.txt
EXPOSE 8501
HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"] |