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Description

Issue - #108068

We currently have a bug where running an update call to only update the memory_model_limit on a categorization job will reset the categorization_examples_limit back to the default value wiping any custom values the user has set. This change updates the logic to properly merge the existing values with the update values.

Testing

  • Unit testing
  • [TODO] Manually tested creating a job with a non-default categorization_examples_limit and ran an update call to only change the memory_model_limit confirming that only the memory_model_limit is updated.

@dan-rubinstein dan-rubinstein added >bug :ml Machine learning Team:ML Meta label for the ML team v9.4.0 labels Jan 12, 2026
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Hi @dan-rubinstein, I've created a changelog YAML for you.

@dan-rubinstein dan-rubinstein marked this pull request as ready for review January 12, 2026 22:20
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Pinging @elastic/ml-core (Team:ML)

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>bug :ml Machine learning Team:ML Meta label for the ML team v9.4.0

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