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@dongjoon-hyun dongjoon-hyun commented Feb 4, 2025

What changes were proposed in this pull request?

This PR aims to use container resource for HPA instead of pod resource.

Why are the changes needed?

Since K8s 1.30, Container resource based pod autoscaling KEP-1610 becomes Stable.

container metrics is more accurate the pod metric because Spark Worker pods frequently have more containers for logging and monitoring.

Does this PR introduce any user-facing change?

No, this is not released yet.

How was this patch tested?

Pass the CIs.

Was this patch authored or co-authored using generative AI tooling?

No.

@dongjoon-hyun
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Thank you so much, @viirya !
Merged to main.

@dongjoon-hyun dongjoon-hyun deleted the SPARK-51075 branch February 4, 2025 06:31
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