Zhirik1337
a06a2f45bb
- Dockerfile на python:3.11-slim с libgomp1, непривилегированным пользователем и healthcheck; - docker-entrypoint.sh с поддержкой шорткатов test/benchmark/evaluate/pipeline; - docker-compose.yml с профилями тестирования, оценки и бенчмарка; - docs/DOCKER.md: руководство по сборке, запуску и монтированию томов; - requirements.txt: добавлен matplotlib для построения графиков.
50 lines
1.6 KiB
Docker
50 lines
1.6 KiB
Docker
# ============================================================================
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# FlyGuard: ML-ядро обнаружения препятствий в тоннеле метро (Кейс 05, ЛЦТ-2026)
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# ============================================================================
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FROM python:3.11-slim-bookworm AS base
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# System configuration & environment
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ENV DEBIAN_FRONTEND=noninteractive \
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PYTHONUNBUFFERED=1 \
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PYTHONDONTWRITEBYTECODE=1 \
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PYTHONPATH="/app:/app/tools" \
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FLYGUARD_DATA="/data"
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# Install runtime system dependencies (libgomp1 is required by LightGBM/OpenMP)
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RUN apt-get update && apt-get install -y --no-install-recommends \
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libgomp1 \
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ca-certificates \
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&& rm -rf /var/lib/apt/lists/*
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# Create non-root user and directories
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RUN useradd -m -u 1000 -s /bin/bash flyguard && \
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mkdir -p /app /data /app/artifacts && \
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chown -R flyguard:flyguard /app /data
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WORKDIR /app
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# Cache layer: copy only requirements first
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COPY --chown=flyguard:flyguard requirements.txt /app/
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# Install python dependencies
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RUN pip install --no-cache-dir --upgrade pip && \
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pip install --no-cache-dir -r requirements.txt
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# Copy application source code
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COPY --chown=flyguard:flyguard . /app/
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# Make sure entrypoint script is executable
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RUN chmod +x /app/docker-entrypoint.sh
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# Switch to non-root user for security
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USER flyguard
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# Volume mount points
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VOLUME ["/data", "/app/artifacts"]
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# Container healthcheck
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HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
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CMD python3 -c "import flyguard, numpy, scipy, lightgbm; print('healthy')" || exit 1
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ENTRYPOINT ["/app/docker-entrypoint.sh"]
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CMD ["test"]
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