dockerfile and missing config update

This commit is contained in:
Roope Astala
2019-04-08 15:37:48 -04:00
parent c3ce932029
commit 72f386298c
2 changed files with 30 additions and 1 deletions

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@@ -0,0 +1,29 @@
FROM continuumio/miniconda:4.5.11
# install git
RUN apt-get update && apt-get upgrade -y && apt-get install -y git
# create a new conda environment named azureml
RUN conda create -n azureml -y -q Python=3.6
# install additional packages used by sample notebooks. this is optional
RUN ["/bin/bash", "-c", "source activate azureml && conda install -y tqdm cython matplotlib scikit-learn"]
# install azurmel-sdk components
RUN ["/bin/bash", "-c", "source activate azureml && pip install azureml-sdk[notebooks]==1.0.23"]
# clone Azure ML GitHub sample notebooks
RUN cd /home && git clone -b "azureml-sdk-1.0.23" --single-branch https://github.com/Azure/MachineLearningNotebooks.git
# generate jupyter configuration file
RUN ["/bin/bash", "-c", "source activate azureml && mkdir ~/.jupyter && cd ~/.jupyter && jupyter notebook --generate-config"]
# set an emtpy token for Jupyter to remove authentication.
# this is NOT recommended for production environment
RUN echo "c.NotebookApp.token = ''" >> ~/.jupyter/jupyter_notebook_config.py
# open up port 8887 on the container
EXPOSE 8887
# start Jupyter notebook server on port 8887 when the container starts
CMD /bin/bash -c "cd /home/MachineLearningNotebooks && source activate azureml && jupyter notebook --port 8887 --no-browser --ip 0.0.0.0 --allow-root"

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@@ -96,7 +96,7 @@
"source": [
"import azureml.core\n",
"\n",
"print(\"This notebook was created using version 1.0.21 of the Azure ML SDK\")\n",
"print(\"This notebook was created using version 1.0.23 of the Azure ML SDK\")\n",
"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
]
},