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When an ML job is deleted a task is created to delete all the things that need deleting. However, this is not a persistent task, only a node-specific task. If the node running that task is shut down before the deletion completes then the job is left in a partially deleted state.
One option to fix this would be to make the deletion task a persistent task. However, this is a huge amount of development work.
A simpler alternative could be to have the nightly maintenance action check for jobs in the deleting state that don't have a corresponding deletion task, and start a new deletion task for them.
The text was updated successfully, but these errors were encountered:
A simpler alternative could be to have the nightly maintenance action check for jobs in the deleting state that don't have a corresponding deletion task, and start a new deletion task for them.
When an ML job is deleted a task is created to delete all the things that need deleting. However, this is not a persistent task, only a node-specific task. If the node running that task is shut down before the deletion completes then the job is left in a partially deleted state.
One option to fix this would be to make the deletion task a persistent task. However, this is a huge amount of development work.
A simpler alternative could be to have the nightly maintenance action check for jobs in the
deleting
state that don't have a corresponding deletion task, and start a new deletion task for them.The text was updated successfully, but these errors were encountered: