33 строки
1.2 KiB
Docker
33 строки
1.2 KiB
Docker
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FROM ubuntu:18.04
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# System packages
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RUN apt-get update && apt-get install -y curl
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# Install miniconda to /miniconda
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RUN curl -LO http://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh
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RUN bash Miniconda3-latest-Linux-x86_64.sh -p /miniconda -b
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RUN rm Miniconda3-latest-Linux-x86_64.sh
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ENV PATH=/miniconda/bin:${PATH}
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RUN conda update -y conda
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# Python packages from conda
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RUN conda install -c anaconda -y python=3.7
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RUN conda install -c anaconda -y pip
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RUN conda init bash
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#Choose your version of azcli
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RUN echo "pip install azure-cli" | bash
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#Choose your version of ml cli
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RUN echo "az extension add -n ml" | bash
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RUN echo "pip install azure-ml==0.0.139 --extra-index-url https://azuremlsdktestpypi.azureedge.net/sdk-cli-v2" | bash
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RUN pip install jupyterlab && jupyter notebook --generate-config
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WORKDIR /root/.jupyter
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COPY jupyter_server_config.py jupyter_server_config.py
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WORKDIR /root
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COPY .start.sh .start_jupyter.sh
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# This is to support updating conda environment with user supplied packages with environment.yml
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COPY environment.yml* no_op.txt /tmp/conda-tmp/
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RUN if [ -f "/tmp/conda-tmp/environment.yml" ]; then umask 0002 && /miniconda/bin/conda env update -n base -f /tmp/conda-tmp/environment.yml; fi \
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&& rm -rf /tmp/conda-tmp
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