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Backports the following commits to 9.0:

…take elastic#2) (elastic#128742) * Include direct memory and non-heap memory in ML memory calculations. * Reduce ML_ONLY heap size, so that direct memory is accounted for. * [CI] Auto commit changes from spotless * changelog * improve docs * Reuse direct memory to heap factor * feature flag --------- Co-authored-by: elasticsearchmachine <infra-root+elasticsearchmachine@elastic.co>
@jan-elastic jan-elastic added :ml Machine learning >bug auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport cloud-deploy Publish cloud docker image for Cloud-First-Testing Team:ML Meta label for the ML team labels Jun 10, 2025
@elasticsearchmachine elasticsearchmachine merged commit 3fdc5e2 into elastic:9.0 Jun 10, 2025
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@jan-elastic jan-elastic deleted the backport/9.0/pr-128742 branch June 10, 2025 12:50
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auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport >bug cloud-deploy Publish cloud docker image for Cloud-First-Testing :ml Machine learning Team:ML Meta label for the ML team v9.0.3

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