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kira-lin avatar kira-lin commented on June 9, 2024

Hi @gbraes,
Thanks for using RayDP! I'm afraid that I don't understand your issue very well. I've never used ray job API before. What's the expected behavior? Also I notice you're using Ray 2.6.0 and RayDP 1.5.0, but RayDP 1.5.0 does not provide support for Ray 2.6.0. Have you tried your script using ray client?

Also, I am not sure if that means that pyspark is running locally in the head node and not in the cluster.

You can visit Ray's dashboard to see if RayDP actors are distributed to all nodes. In addition, you can use placement group to ensure they are distributed, otherwise it might happen that executors are on the same node because it has enough resources

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