Resolve "Split the job and retry"

What does this MR do and why?

When the job fails three times (MAX_ATTEMPTS), the system automatically splits the job into two retriable jobs. These jobs have a new batch_size, min_value, and max_value.

Screenshots or screen recordings

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How to set up and validate locally

Numbered steps to set up and validate the change are strongly suggested.

MR acceptance checklist

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• I have evaluated the MR acceptance checklist for this MR.

Related to #351014 (closed)