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How-to Guides

Core and common tasks

Create a cluster

Create a cluster using the Google Cloud console or the Google Cloud CLI.
Create a custom image

Learn how to create a custom image and install it on a Dataproc cluster.
Create and manage labels

Create and manage Dataproc user labels.
Manage Java and Scala dependencies for Spark

Learn how to manage Java & Scala dependencies and resolve conflicts for Apache Spark applications.
Manage a cluster

Update or shut down a cluster.
Run Vertex AI Workbench notebooks on Dataproc clusters

Run the notebook file of a managed instance on a Dataproc cluster.
Set up a project

Set up a new project to use Dataproc.
Starting and stopping clusters

Start and stop a Dataproc cluster.
Submit a job

Submit different job types using the Google Cloud console, the Google Cloud CLI, or by SSHing into a cluster instance.

Dataproc on GKE

Dataproc Hub

Logging and monitoring

Migrating to Dataproc

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