Dockerfile 构建 jupyter 镜像

Dockerfile && jupyterlab

下面是一个 dockerfile 来构建 jupyterlab 镜像

FROM ubuntu:22.04

# 设置环境变量
ENV LANG=C.UTF-8 LC_ALL=C.UTF-8 \
    PATH=/usr/local/miniconda3/bin:$PATH \
    DEBIAN_FRONTEND=noninteractive

# 安装基本依赖
RUN apt-get update && apt-get install -y \
    wget \
    curl \
    bzip2 \
    ca-certificates \
    libglib2.0-0 \
    libxext6 \
    libsm6 \
    libxrender1 \
    git \
    python3 \
    && apt-get clean \
    && rm -rf /var/lib/apt/lists/*


# 设置 shell 为 bash,支持 conda activate
SHELL ["/bin/bash", "-c"]

ENV SHELL=/bin/bash

# 下载并安装 Miniconda
ENV CONDA_DIR=/usr/local/miniconda3
RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O /tmp/miniconda.sh && \
    mkdir -p $CONDA_DIR && \
    bash /tmp/miniconda.sh -b -u -p $CONDA_DIR && \
    rm /tmp/miniconda.sh && \
    $CONDA_DIR/bin/conda clean -afy

RUN conda init bash && \
    conda create -y -n jupyter -c conda-forge python=3.11 jupyterlab jupyterlab-language-pack-zh-CN  && \
    echo "source activate jupyter" >> ~/.bashrc

# 显示 JupyterLab 启动端口
EXPOSE 8888


# 设置默认工作目录
WORKDIR /workspace

# 默认启动时进入 bash
CMD ["/bin/bash", "-c", "source activate jupyter && jupyter lab --ip=0.0.0.0 --port=8888 --no-browser --allow-root --NotebookApp.token='' --NotebookApp.password=''"]

Dockerfile 基础依赖

• ubuntu22.04 基础镜像
• Minconda
• jupyter

运行

docker run -it --rm -p 80:8888 crpi-4lzb9eicmxfps53y.cn-beijing.personal.cr.aliyuncs.com/common_runtime/miniconda3:v1