Jakub Famulski 2
8e6dcb750d
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31 lines
835 B
Docker
31 lines
835 B
Docker
ARG PYTHON_IMAGE=python:3.12-slim@sha256:7a8b475003c4fe15a2cd4e55e5cfc2f3560bdc9333d624f24cdd6d4340fd7a17
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FROM ${PYTHON_IMAGE} AS base
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ENV PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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PIP_NO_CACHE_DIR=1
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WORKDIR /app
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COPY requirements-lock.txt ./
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RUN pip install --no-cache-dir -r requirements-lock.txt
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FROM base AS test
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COPY . .
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FROM base AS runtime
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COPY app.py ./
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COPY engin/ ./engin/
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COPY assets/ ./assets/
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COPY .streamlit/ ./.streamlit/
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COPY artifacts/ ./artifacts/
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COPY test.csv predictions.csv prediction_diagnostics.csv ./
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EXPOSE 8501
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HEALTHCHECK --interval=30s --timeout=5s --start-period=30s --retries=3 \
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CMD python -c "import urllib.request; urllib.request.urlopen('http://127.0.0.1:8501/_stcore/health', timeout=3)"
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CMD ["streamlit", "run", "app.py", "--server.address=0.0.0.0", "--server.port=8501"]
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