8000 [autoscaler] request resources doesn't work with multiple jobs · Issue #13534 · ray-project/ray · GitHub
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[autoscaler] request resources doesn't work with multiple jobs #13534
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@wuisawesome

Description

@wuisawesome

What is the problem?

If you attempt to use the request resources API from multiple jobs, the jobs will override each other. Requested resources also aren't cleaned up after job finishes.

Ray version and other system information (Python version, TensorFlow version, OS):

Reproduction (REQUIRED)

Please provide a short code snippet (less than 50 lines if possible) that can be copy-pasted to reproduce the issue. The snippet should have no external library dependencies (i.e., use fake or mock data / environments):

If the code snippet cannot be run by itself, the issue will be closed with "needs-repro-script".

  • I have verified my script runs in a clean environment and reproduces the issue.
  • I have verified the issue also occurs with the latest wheels.

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    P3Issue moderate in impact or severitybugSomething that is supposed to be working; but isn'tinfraautoscaler, ray client, kuberay, related issuespending-cleanupThis issue is pending cleanup. It will be removed in 2 weeks after being assigned.

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