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[ML] Block trained model updates from inference #130940

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Merged
merged 13 commits into from
Jul 17, 2025

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@prwhelan prwhelan commented Jul 9, 2025

When the Trained Model has been deployed through the Inference Endpoint API, it can only be updated using the Inference Endpoint API.

When the Trained Model has been deployed and then attached to an Inference Endpoint, it can only be updated using the Trained Model API.

Fix #129999

When the Trained Model has been deployed through the Inference Endpoint
API, it can only be updated using the Inference Endpoint API.

When the Trained Model has been deployed and then attached to an
Inference Endpoint, it can only be updated using the Trained Model API.

Fix elastic#129999
@prwhelan prwhelan added >enhancement :ml Machine learning Team:ML Meta label for the ML team v9.2.0 labels Jul 9, 2025
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Hi @prwhelan, I've created a changelog YAML for you.

@prwhelan prwhelan marked this pull request as ready for review July 9, 2025 18:57
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Pinging @elastic/ml-core (Team:ML)

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@jonathan-buttner jonathan-buttner left a comment

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Looking good, left a few questions.

prwhelan and others added 5 commits July 14, 2025 07:58
…tTest/java/org/elasticsearch/xpack/inference/CreateFromDeploymentIT.java

Co-authored-by: David Kyle <[email protected]>
…inference/action/TransportUpdateInferenceModelAction.java

Co-authored-by: David Kyle <[email protected]>
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LGTM

@prwhelan prwhelan enabled auto-merge (squash) July 17, 2025 13:49
@prwhelan prwhelan merged commit 6da8f92 into elastic:main Jul 17, 2025
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[ML] Block updates to trained model deployments managed by the Elasticsearch Inference service
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