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[ML] Reduce log severity of datafeed errors #107872

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jonathan-buttner opened this issue Apr 24, 2024 · 1 comment
Open

[ML] Reduce log severity of datafeed errors #107872

jonathan-buttner opened this issue Apr 24, 2024 · 1 comment
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>enhancement :ml Machine learning Team:ML Meta label for the ML team

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@jonathan-buttner
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Description

Some log messages in the datafeed code are reported as errors even though the action will be retried. Here's an example: https://github.com/elastic/elasticsearch/blob/8.12/x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/datafeed/DatafeedJob.java#L380

This can be confusing to users as to whether a critical failure has occurred especially in situations where the datafeed will retry. We should reevaluated these severities and consider reducing them to warnings instead.

@jonathan-buttner jonathan-buttner added >enhancement :ml Machine learning Team:ML Meta label for the ML team labels Apr 24, 2024
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Pinging @elastic/ml-core (Team:ML)

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Labels
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