pyPDAF / Dockerfile
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FROM python:3.10
RUN apt-get update && apt-get install -y \
gfortran \
libopenmpi-dev \
openmpi-bin \
libopenblas-dev \
liblapack-dev \
pkg-config \
git \
&& rm -rf /var/lib/apt/lists/*
RUN useradd -m -u 1000 user && \
python -m pip install --upgrade pip
USER user
ENV PATH="/home/user/.local/bin:$PATH"
WORKDIR /app
# 克隆 pyPDAF(包含 submodule)
RUN git clone --recursive https://github.com/yumengch/pyPDAF.git pyPDAF_source
WORKDIR /app/pyPDAF_source
# 设置 MPI 编译器环境变量
ENV MPIFC=mpifort
ENV FC=mpifort
ENV F90=mpifort
# 安装构建依赖
RUN pip install --no-cache-dir meson-python meson ninja cython numpy mpi4py
# 尝试编译安装(如果失败就跳过)
RUN pip install --no-cache-dir -v . || echo "Build failed, will try alternative"
# 如果上面失败,尝试直接使用预编译的 wheel
RUN if ! python -c "import pyPDAF" 2>/dev/null; then \
pip install --no-cache-dir pypdaf || \
echo "Both build and install failed"; \
fi
WORKDIR /app
# 复制 MCP 代码
COPY --chown=user ./pyPDAF/mcp_output /app/pyPDAF/mcp_output
COPY --chown=user ./requirements.txt /app/requirements.txt
# 修复导入语句
RUN if [ -f /app/pyPDAF/mcp_output/mcp_plugin/mcp_service.py ]; then \
sed -i 's/from src\.pyPDAF import/from pyPDAF import/g' /app/pyPDAF/mcp_output/mcp_plugin/mcp_service.py; \
fi
# 安装其他依赖
RUN pip install --no-cache-dir --upgrade -r requirements.txt
ENV PYTHONPATH=/app:$PYTHONPATH
ENV MCP_TRANSPORT=http
ENV MCP_PORT=7860
EXPOSE 7860
CMD ["python", "pyPDAF/mcp_output/start_mcp.py"]