59 lines
2.5 KiB
Docker
59 lines
2.5 KiB
Docker
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# 使用 Ubuntu 20.04 作为基础镜像
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FROM ubuntu:20.04
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# 设置环境变量，避免一些交互提示
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ENV DEBIAN_FRONTEND=noninteractive
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# 更换为阿里云源
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RUN sed -i 's|http://archive.ubuntu.com/ubuntu/|http://mirrors.aliyun.com/ubuntu/|g' /etc/apt/sources.list && \
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sed -i 's|http://security.ubuntu.com/ubuntu/|http://mirrors.aliyun.com/ubuntu/|g' /etc/apt/sources.list
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# 更新 apt-get 并安装必要的依赖
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RUN apt-get update && \
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apt-get install -y wget curl bzip2 ca-certificates git vim && \
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apt-get clean
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# 将 Anaconda 安装包复制到容器中
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RUN wget https://repo.anaconda.com/archive/Anaconda3-2024.10-1-Linux-x86_64.sh -O /tmp/Anaconda3.sh
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# 创建 /home/lzz/aiflask 目录
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RUN mkdir -p /home/lzz/AIData_temp_dir
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RUN mkdir -p /home/lzz/aidjango
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# 复制本地的文件或文件夹到容器的指定路径
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COPY . /home/lzz/aidjango/
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# 安装 Anaconda
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RUN bash /tmp/Anaconda3.sh -b -p /opt/anaconda3
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# 配置环境变量，添加 Anaconda 到 PATH 中
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ENV PATH=/opt/anaconda3/bin:$PATH
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ENV PYTHONPATH=/home/lzz/aidjango
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# 初始化 Conda 并创建环境
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RUN /opt/anaconda3/bin/conda init bash
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# 创建 Conda 环境并安装 Python 3.11
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RUN conda create -n aidjango python=3.11 -y
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# 激活环境并将其设为默认环境
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RUN echo "conda activate aidjango" >> ~/.bashrc
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# 使用 conda run 安装 PyTorch（避免手动激活）
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install Django==4.2.17 -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install pymysql==1.1.1 -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install djangorestframework==3.15.2 -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install django-cors-headers==4.6.0 -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install requests==2.32.3 -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install pyyaml==6.0.2 -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install minio==7.2.13 -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install gitpython -i https://pypi.tuna.tsinghua.edu.cn/simple
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RUN /opt/anaconda3/bin/conda run -n aidjango pip3 install gunicorn -i https://pypi.tuna.tsinghua.edu.cn/simple
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# 删除安装包
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RUN rm /tmp/Anaconda3.sh
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RUN rm -rf /home/lzz/aidjango/DockerENV
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# 设置默认启动命令
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CMD ["bash"]
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