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FROM python:3.11-slim as base |
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ENV PYTHONUNBUFFERED=1 |
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ENV PYTHONDONTWRITEBYTECODE=1 |
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ENV PIP_NO_CACHE_DIR=1 |
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ENV PIP_DISABLE_PIP_VERSION_CHECK=1 |
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RUN apt-get update && apt-get install -y \ |
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curl \ |
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git \ |
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build-essential \ |
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postgresql-client \ |
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redis-tools \ |
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&& rm -rf /var/lib/apt/lists/* |
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RUN pip install uv |
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WORKDIR /app |
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COPY pyproject.toml uv.lock* requirements*.txt ./ |
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FROM base as development |
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RUN uv venv .venv && \ |
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uv pip install -r requirements-dev.txt |
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RUN uv pip install \ |
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debugpy \ |
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ipython \ |
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jupyter \ |
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notebook |
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COPY . . |
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RUN mkdir -p data logs |
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EXPOSE 7860 8000 5678 |
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CMD ["uv", "run", "python", "app.py", "--reload"] |
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FROM development as jupyter |
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RUN uv pip install \ |
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matplotlib \ |
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seaborn \ |
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plotly \ |
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pandas \ |
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numpy \ |
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scikit-learn |
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RUN useradd -m -s /bin/bash jovyan && \ |
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chown -R jovyan:jovyan /app |
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USER jovyan |
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RUN mkdir -p /home/jovyan/.jupyter |
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COPY deployment/dev/jupyter_config.py /home/jovyan/.jupyter/ |
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EXPOSE 8888 |
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CMD ["uv", "run", "jupyter", "lab", "--ip=0.0.0.0", "--port=8888", "--no-browser", "--allow-root"] |
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FROM base as production |
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RUN uv venv .venv && \ |
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uv pip install -r requirements.txt |
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COPY . . |
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RUN useradd -m -s /bin/bash kgraph && \ |
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chown -R kgraph:kgraph /app |
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USER kgraph |
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HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \ |
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CMD curl -f http://localhost:7860/health || exit 1 |
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EXPOSE 7860 |
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CMD ["uv", "run", "python", "app.py"] |