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[ML] Inference Process output field behavior #107229

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jonathan-buttner opened this issue Apr 8, 2024 · 1 comment
Open

[ML] Inference Process output field behavior #107229

jonathan-buttner opened this issue Apr 8, 2024 · 1 comment
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>enhancement Feature:GenAI Features around GenAI :ml Machine learning Team:ML Meta label for the ML team

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@jonathan-buttner
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Description

The current behavior of the InferenceProcessor is to create the output field if it does not exist. If it exists and contains subfields, the ingest processor will leave the subfields and add more. This can result in duplicate fields which is not supported.

Should we have the InferenceProcessor check to see if the field exists and throw an error, or maybe overwrite it? Maybe we could have an option in the processor definition to specify whether it fails, overwrites, or updates?
@jonathan-buttner jonathan-buttner added >enhancement :ml Machine learning Team:ML Meta label for the ML team Feature:GenAI Features around GenAI labels Apr 8, 2024
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Pinging @elastic/ml-core (Team:ML)

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