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Workload dashboards

note

This feature is in a beta release and is in active development. Reach out with any feedback or suggestions.

Workload dashboards are workload-specific dashboards that aid with debugging Ray workloads. They are exclusive to Anyscale. Access them by clicking the Ray Workloads tab in the Jobs or Workspaces page.

The Ray Workloads tab has multiple sub-tabs, each of which is dedicated to a specific type of workload. To see more information about these dashboards, view the other docs in this section.

Dashboards

Ray sessions

Anyscale organizes workload dashboards by the Ray session and persists dashboards after cluster termination.

A Ray session is the lifetime of a Ray cluster. Each time a cluster starts, Ray creates a new session using an ID based on the current timestamp.

Use the Past session dropdown to select a Ray session. Anyscale supports viewing data from the 10 most recent sessions.

Stale data

If a Ray cluster terminates unexpectedly, the workloads dashboard may show stale data. This behavior occurs because the dashboard persists events received by the Ray cluster and the cluster may not emit a termination event if it terminates unexpectedly. In this case, the dashboard shows the last known state of the cluster.