[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-03-25 UTC."],[[["Dataproc Hub and Vertex AI Workbench user-managed notebooks are deprecated and will no longer be supported after January 30, 2025."],["You can use Dataproc Hub to create a single-user JupyterLab notebook environment running on a Dataproc cluster, utilizing a configured cluster and zone from the Dataproc Options page."],["Users can create a PySpark notebook within the JupyterLab interface, allowing them to run Spark jobs, and the notebook is saved in Cloud Storage even after the Dataproc cluster is deleted."],["To shut down the Dataproc cluster, users must navigate to the Jupyterhub page and click \"Stop My Cluster,\" which deletes the JupyterLab server and the Dataproc cluster, but not the Dataproc Hub instance itself."],["The admin user must grant the `notebooks.instances.use` permission for a user to be able to utilize Dataproc Hub."]]],[]]