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SageMaker Studio Lifecycle Configuration Samples

Overview

A collection of sample scripts customizing SageMaker Studio Applications using Lifecycle Configuration

Lifecycle Configurations provide a mechanism to customize the Jupyter Server and Kernel Application instances via shell scripts that are executed during the lifecycle of the application.

Sample Scripts

  • git-clone-repo - Checks out a Git repository under the user's home folder automatedly when the Jupter server starts
  • install-autoshutdown-server-extension (Recommended) - Installs only the server part of idle-kernel shutdown extension. No external dependencies to install, recommended to use in VPCOnly mode with restricted Internet connectivity. Idle timelimit has to be set using Life Cycle Configuration script.
  • install-autoshutdown-extension - Installs the auto idle-kernel shutdown extension on the Jupyter Server. This install allows users to set idle timeout limit using the UI. Note: The UI plugin is only compatible with JupyterLab v1.0. See JupyterLab versioning for JupyterLab versions in SageMaker Studio.
  • install-lsp-features - Installs coding assistance tools to enable features like auto-completion, linting, and hover suggestions in Studio JupyterLab v3+.
  • install-pip-package-on-kernel - Installs a python package with pip on a Studio Kernel
  • set-git-config - This script sets the username and email address in Git config.
  • set-git-credentials - Adds the user's git credentials to Secret Manager and configures git to fetch the credentials from there when needed
  • set-proxy-settings - Configures HTTP and HTTPS proxy settings on jupter server and on the Studio kernels.

Developing LCC Scripts for SageMaker Studio

For best practicies, please check the DEVELOPMENT.md.