devsecops-platform / deployment /Dockerfile.ml-inference
shaikhsalman's picture
refactor: merged structure - model at center, DevSecOps wrapped around it
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# =============================================================================
# Hardened Dockerfile — ML Inference Server
# =============================================================================
FROM python:3.12-slim AS builder
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential && rm -rf /var/lib/apt/lists/*
WORKDIR /build
COPY requirements.txt .
RUN pip install --no-cache-dir --require-hashes -r requirements.txt
COPY src/ /build/src/
# --- Runtime ---
FROM python:3.12-slim AS runtime
RUN apt-get update && apt-get install -y --no-install-recommends \
libgomp1 && \
rm -rf /var/lib/apt/lists/*
RUN groupadd -g 1000 mluser && \
useradd -u 1000 -g mluser -s /bin/bash mluser
COPY --from=builder /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages
COPY --from=builder /build/src/ /app/src/
WORKDIR /app
ENV PYTHONUNBUFFERED=1 \
PYTHONDONTWRITEBYTECODE=1 \
TRANSFORMERS_CACHE=/cache/huggingface
USER mluser
EXPOSE 8000
HEALTHCHECK --interval=30s --timeout=10s --retries=3 \
CMD ["python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8000/health')"]
ENTRYPOINT ["python", "-m", "vllm.entrypoints.openai.api_server", \
"--host", "0.0.0.0", "--port", "8000", \
"--model", "/models/latest"]