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Manage Workspaces

Create a Workspace​

Follow these steps to start experimentation or development with workspaces.

  1. Log in to the Anyscale Console.

  2. Go to the "Workspaces" tab on the left navigation bar.

workspace-panel
  1. Create a new Workspace by clicking on the "+ Create" button.
create-workspace
  1. Configure the Workspace based on your needs
  • Name Provide a name for you Workspace
  • Compute_config A compute config used for the underlying cluster.
  • Cluster environments A cluster environment used for the underlying clus*ter.
  • Auto-suspend / Idle Termination The Workspace will automatically shut down the underlying cluster if no value is provided.

Start a Workspace​

Open the detail page of a Workspace and click "Start" button in the top toolbar. start-cluster

Terminate a Workspace​

Open the detail page of a Workspace and click "Terminate" to manually terminate it. Additionally, you can configure Anyscale to automatically terminate a Workspace via idle termination.

Idle Termination​

If Idle Termination is enabled for a Workspace, Anyscale will automatically terminate the Workspace when it has been idle for a given amount of time. An idle Workspace is a Workspace with no activities. Idle time begins counting immediately after the last activity in a Workspace (or its underlying Cluster).

The following actions count as activities:

  • A running Ray Job is treated as ongoing activity for its entire duration.
    • Note that the Ray Job must attach a Ray Driver (by calling ray.init()) to count as activity.
    • Attaching a Ray Driver, even if it does nothing, is a good trick for keeping a Workspace active if you need to keep the Workspace active for something that does not otherwise count as activity.
  • Starting or updating the Workspace (or the underlying Cluster).
    • Updating a Workspace refers to when a Workspace restarts in order to fulfill new configuration options.
  • Completing or canceling a command submitted through the Web Terminal of the Anyscale Workspace page or the Anyscale API/SDK. Note that a command does not count as activity when it is submitted, only when it finishes.
  • Making a change to the filesystem of an Anyscale Workspace.
    • A change made by code running in the Workspace will only count as activity if it causes a new Workspace snapshot. In other words, the change must be made to a file that is not git ignored.

The following actions DO NOT count as activities (provided they do not attach a Ray Driver as a side effect):

  • Submitting a Ray Job through the Ray Jobs API if the submitted Job script never calls ray.init().
  • Running a command in a terminal in Visual Studio Code or Jupyter.
  • Running a JupyterLab notebook.

Note that a Ray Job started in a JupyterLab notebook via ray.init() will continue to run indefinitely (and keep the Workspace active) unless it is explicitly stopped via ray.shutdown(). This is because the python kernel in a Jupyter notebook does not trigger the typical atexit hook for ray.shutdown() when a block of code finishes.

Edit a Workspace​

On the Workspace page, open the "Workspace" menu in the top toolbar and click "Edit" to modify the configurations of the Workspace.

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Some of the configurations can only be modified when the Workspace is terminated.

Delete a Workspace​

Open the "Workspace" menu in the top toolbar and click "Delete".

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You can only delete terminated Workspaces.

Duplicate a Workspace​

Open the "Workspace" menu in the top toolbar and click "Duplicate" button. The following will be duplicated to the new Workspace:

The following will NOT be duplicated: