[SPARK-53335][K8S] Optionally capture diagnostics for jobs on Kubernetes #52068
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What changes were proposed in this pull request?
Why are the changes needed?
For jobs which run on kubernetes there is no native concept of diagnostics (like there is in YARN), which means that for debugging and triaging errors users must go to logs. For jobs which run on YARN this is often not necessary, since the diagnostics contains the root cause reason for failure. Additionally, for platforms which provide automation of failure insights, or make decisions based on failures, there must be a custom solution or deciding why the application failed (e.g. log and stack trace parsing).
We use a similar mechanism as #23599 to load custom implementations in order to avoid the dependency on the k8s module from SparkSubmit.
Does this PR introduce any user-facing change?
Yes, a config, which is defaulted to false.
How was this patch tested?
unit tested + verified in production k8s cluster.
Was this patch authored or co-authored using generative AI tooling?
No