That’s it, we just have to define which extensions to install. lifecycle-config-name "$CONFIGURATION_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. The setup does not really make Jupyter extensions “stay” after notebook instance restarts. 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. The ipywidgets package does this by depending on the widgetsnbextension package, which configures the classic Jupyter Notebook to display and use widgets. “Every time my notebook shuts down and restarts, I lose notebook extensions and have to reinstall them from the terminal”, my teammate said. Most of the time, installing ipywidgets automatically configures Jupyter Notebook to use widgets.
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