ARG PYTHON_IMAGE=python:3.12-slim@sha256:7a8b475003c4fe15a2cd4e55e5cfc2f3560bdc9333d624f24cdd6d4340fd7a17 FROM ${PYTHON_IMAGE} AS base ENV PYTHONDONTWRITEBYTECODE=1 \ PYTHONUNBUFFERED=1 \ PIP_NO_CACHE_DIR=1 WORKDIR /app COPY requirements-lock.txt ./ RUN pip install --no-cache-dir -r requirements-lock.txt FROM base AS test COPY . . FROM base AS runtime COPY app.py ./ COPY engin/ ./engin/ COPY assets/ ./assets/ COPY .streamlit/ ./.streamlit/ COPY artifacts/ ./artifacts/ COPY test.csv predictions.csv prediction_diagnostics.csv ./ EXPOSE 8501 HEALTHCHECK --interval=30s --timeout=5s --start-period=30s --retries=3 \ CMD python -c "import urllib.request; urllib.request.urlopen('http://127.0.0.1:8501/_stcore/health', timeout=3)" CMD ["streamlit", "run", "app.py", "--server.address=0.0.0.0", "--server.port=8501"]