38 lines
1.1 KiB
Docker
38 lines
1.1 KiB
Docker
# DXA Quality Assessment - Docker Container (CPU only, Python 3.11)
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# Build: docker build -t dxa-quality .
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# Run: docker run -v /path/to/data:/data -p 8000:8000 dxa-quality
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FROM python:3.11-slim AS builder
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RUN apt-get update && apt-get install -y \
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build-essential \
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ninja-build \
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libgl1 \
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libglib2.0-0 \
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libsm6 \
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libxext6 \
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libxrender1 \
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libgomp1 \
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&& rm -rf /var/lib/apt/lists/*
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# Свежий meson (0.64.0+) — ДО установки Python-пакетов
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RUN pip3 install --no-cache-dir "meson>=0.64.0"
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WORKDIR /app
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# Устанавливаем пакеты без жёстких пинов — pip сам разрешит зависимости
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RUN pip3 install --no-cache-dir \
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fastapi uvicorn torch torchvision monai TotalSegmentator \
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nibabel pydicom pydicom-seg opencv-python-headless \
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scikit-learn scipy pandas numpy openpyxl matplotlib timm \
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python-multipart
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COPY . .
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RUN mkdir -p models
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EXPOSE 8000
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ENV PYTHONUNBUFFERED=1
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ENV PYTHONPATH=/app
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CMD ["python3", "-m", "uvicorn", "src.main:app", "--host", "0.0.0.0", "--port", "8000"] |