Question

我正在尝试修改此docker compose设置以安装许多python软件包，包括yfinance。在我看来，有三种安装软件包的方法，我希望能够在docker中使用每个软件包：

从pip要求文件中安装
从conda environment.yml文件安装
通过运行安装命令（pip install yfinance或conda install -c conda-forge beautifulsoup4）在环境中手动安装

以下是我试图修改此设置的问题列表：

点子要求文件。 -更改此文件后，似乎没有安装软件包，而是用defaults on github覆盖了文件。
conda环境文件-无法从environment.yml
手动安装软件包-使用docker exec -it <containername> /bin/bash输入docker容器外壳会导致在bash中找不到pip和conda返回命令。

到目前为止的结果：

所有上述方法都导致导入笔记本时出现错误，包括“找不到命令”或“没有名为yfinance的模块”。
到目前为止，我唯一能成功的方法就是在浏览器中的localhost：8888处打开一个笔记本，然后创建一个新笔记本并运行!pip install yfinance。但是，导入和执行以下代码也会导致错误，使我认为该软件包或依赖项未正确安装。

将yfinance导入为yf m = yf.Ticker（“ MSFT”） m.info

这是我的docker-compose文件服务

   jupyter:
        image: cmihai/jupyter:v1
        container_name: 'joshnotebook'
        hostname: jupyter
        restart: 'always'
        ports:
          - '8888:8888'
        env_file:
          - notebook/config/jupyter.env
        volumes:
          - ${USERDIR}/docker/notebook:/home/user/notebook
        build: ./notebook/services/jupyter

这是我的Dockerfile

FROM cmihai/python:v1
LABEL name="cmihai/jupyterlab" \
      version="1" \
      maintainer="Mihai Criveti <crivetimihai@gmail.com>" \
      description="Anaconda Python with Jupyter Lab\
      This container installs Anaconda Python 3 and Jupyter Lab."
SHELL ["/bin/bash", "-l", "-c"]
ENV DEBIAN_FRONTEND noninteractive

# PARAMETERS
ARG OS_PACKAGES="tzdata curl graphviz vim-nox gosu mc sqlite3 bash-completion sudo"
#ARG LATEX_PACKAGES="texlive texlive-latex-base texlive-latex-extra texlive-xetex texlive-generic-recommended texlive-fonts-extra texlive-fonts-recommended pandoc"
ARG CONDA_PACKAGES="jupyterlab pandas"
COPY condaenvironment.yml /tmp/condaenvironment.yml

# ROOT
USER root

# INSTALL OS PACKAGES
RUN apt-get update \
    && apt-get --no-install-recommends install --yes ${OS_PACKAGES} \ # ${LATEX_PACKAGES}\
    && apt-get clean \
    && rm -rf /var/lib/apt/lists/*

RUN conda install -c ranaroussi yfinance

# SWITCH TO REGULAR USER
RUN mkdir /home/user/notebook && chown -R user:user /home/user/notebook \
    && echo 'user    ALL=NOPASSWD: ALL' >> /etc/sudoers
USER user

# INSTALL CONDA PACKAGES
RUN . ~/.profile \
    && unset SUDO_UID SUDO_GID SUDO_USER \
    && conda install --quiet --yes ${CONDA_PACKAGES} \
    && conda install -c anaconda requests \
    && conda install -c conda-forge lxml \
    && conda install -c conda-forge beautifulsoup4 \
    && conda install -c conda-forge sqlalchemy \
    && conda install -c anaconda mysql-connector-python \
    && conda install -c conda-forge seaborn \
    && conda install -c conda-forge altair \
    && conda clean -y -all

# INSTALL PIP PACKAGES
RUN . ~/.profile \
    && python -m pip install --no-cache-dir --upgrade pip \
    && python -m pip install yfinance

# WORKDIR
WORKDIR /home/user

# JUPYTERLAB EXTENSIONS
RUN jupyter labextension install jupyterlab-drawio \
    && jupyter labextension install jupyterlab_bokeh \
    && jupyter labextension install plotlywidget \
    && jupyter labextension install @jupyterlab/plotly-extension \
    && jupyter labextension install jupyterlab-chart-editor \
    && jupyter labextension install @jupyterlab/git \
    && jupyter serverextension enable --py jupyterlab_git \
    && jupyter labextension install @jupyterlab/latex \
    && jupyter labextension install @jupyterlab/toc \
    && jupyter labextension install @oriolmirosa/jupyterlab_materialdarker \
    && jupyter labextension install @jupyterlab/geojson-extension \
    && jupyter lab build

# COMMAND and ENTRYPOINT:
COPY start-jupyter.sh /home/user/start-jupyter.sh
CMD ["/home/user/start-jupyter.sh"]

在docker容器中安装yfinance python软件包

0 个答案: