Now we have to define a code to install your extensions every time.Ĭopy the code and fill the EXTENSION_NAME variable with the name of jupyter extension and PIP_PACKAGE_NAME with the name of pip package.įor example, git extension for JupyterLab is named “jupyterlab_git” and pip package name is “jupyterlab-git”. That’s it, we just have to define which extensions to install. lifecycle-config-name "$CONFIGURATION_NAME" notebook-instance-name "$INSTANCE_NAME" \ # attaching lifecycle configuration to the notebook instanceĮcho "Attaching configuration $CONFIGURATION_NAME to $." on-create Content=$(echo '#!/usr/bin/env bash' | base64) on-start Content=$(echo '#!/usr/bin/env bash'| base64) \ notebook-instance-lifecycle-config-name "$CONFIGURATION_NAME" \ # there is no attached configuration name, create a new oneĮcho "Creating new configuration $CONFIGURATION_NAME."Īws sagemaker create-notebook-instance-lifecycle-config \ If you know there is one and you know the name, you can just fill CONFIGURATION_NAME variables and skip to configuring the extensions to install. Stop your notebook instance (and wait for the instance to stop)Ĭopy the following code into your terminal (on your computer, not SageMaker). No worries, here are steps to help with that. To make sure we have the place to inject the installation commands, we’ll have to make sure there is a lifecycle configuration attached to it. You get your favorite jupyter extensions. It installs them every time your instance boots. nbextension in the js/ directory and refreshing the browser page containing the notebook if you have made changes to the JavaScript source. The setup does not really make Jupyter extensions “stay” after notebook instance restarts. To use jupyter-gmaps with JupyterLab, you will need to install the jupyter widgets extension for JupyterLab. Like other guides on SageMaker, it’ll take just a few minutes to set it up.
#Install jupyter notebook extenssions how to#
This guide will show you how to install Jupyter (and JupyterLab) extensions and make them stay after notebook instance restarts.
It will slow you down, you won’t use the Jupyter setup you like. This might be fine if you’re using SageMaker occasionally, but if you’re using it every day like he and I do, it’s a bummer. Eventually, he gave up reinstalling them. “Every time my notebook shuts down and restarts, I lose notebook extensions and have to reinstall them from the terminal”, my teammate said.
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