docker镜像构建：python3.6+pip依赖+conda环境+conda依赖+xxx工程

小鱼儿 2022-11-17 13:42 82阅读 0赞

**docker镜像构建：python3.6+pip依赖+conda环境+conda依赖+xxx工程**

#### DockerFile如下： ####

FROM python:3.6.5
    
    # 将应用文件复制到到容器的 /路径下
    ADD ./requirements.txt /
    ADD ./while.py /
    
    
    # 下载conda安装命令
    # wget https://repo.anaconda.com/archive/Anaconda3-2019.07-Linux-x86_64.sh
    
    RUN apt-get update && apt-get install -y --no-install-recommends \
          bzip2 \
          g++ \
          git \
          graphviz \
          libgl1-mesa-glx \
          libhdf5-dev \
          openmpi-bin \
          wget && \
        rm -rf /var/lib/apt/lists/*
    
    RUN sed -i 's/archive.ubuntu.com/mirrors.ustc.edu.cn/g' /etc/apt/sources.list
    RUN apt-get update
    
    ADD ./Anaconda3-2019.07-Linux-x86_64.sh ./anaconda.sh
    
    ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
    ENV PATH /opt/conda/bin:$PATH
    RUN  /bin/bash ./anaconda.sh -b -p /opt/conda  && rm ./anaconda.sh && ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh  && echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && echo "conda activate base" >> ~/.bashrc && find /opt/conda/ -follow -type f -name '*.a' -delete && find /opt/conda/ -follow -type f -name '*.js.map' -delete &&  /opt/conda/bin/conda clean -afy
    
    
    ADD ./.condarc ~/
    RUN conda install paddlepaddle-gpu=2.0.1 cudatoolkit=10.0 --channel http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/Paddle/
    RUN conda install protobuf==3.13.0
    RUN pip install --upgrade pip
    RUN pip install -r /requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
    
    
    MAINTAINER PA_KBQA_OUTLINE
    
    
    ENV LANG C.UTF-8
    
    CMD python while.py

#### .condarc文件如下： ####

ssl_verify: true
    show_channel_urls: true
    
    channels:
      - http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/linux-64/
      - http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/linux-64/
      - http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/Paddle/linux-64/

参考链接：  
https://www.cnblogs.com/xiaoqi/p/conda-docker.html  
https://www.cnblogs.com/tianlang25/p/12433025.html