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[FEATURE] Mitigate incompatibility of ad command in patterns tab #2600

@songkant-aws

Description

@songkant-aws

Is your feature request related to a problem?
OpenSearch Dashboards Observability plugin currently contains templated PPL (Piped Processing Language) queries that include AD (Anomaly Detection) command. This approach has become incompatible with the introduction of the new PPL query engine powered by Apache Calcite, which no longer supports the legacy AD command syntax.

What solution would you like?
Mitigate the incompatibility issue by replacing AD command query with the ml commons API call, which is the exactly the same implementation as legacy AD command. It will make the functionality backward compatible.

What alternatives have you considered?
Support AD command in PPL V3 engine, but it needs long term goal alignment and tech issue.

Do you have any additional context?
Add any other context or screenshots about the feature request here.

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