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[Feature Request] Implement visual field analysis in OpenSearch admin page #18076

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@DwaneHall

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@DwaneHall

Is your feature request related to a problem? Please describe

Solr has a very useful Analysis UI that enables the testing of field analysis for a field type (tokenization, filters etc) https://solr.apache.org/guide/solr/latest/indexing-guide/analysis-screen.html

I know OpenSearch has the analysis API endpoints for checking this but a UI interface is useful for explaining the process/general testing and relevance tuning.

I expect the UI feature would just call the back end analysis APIs and visually display the output with highlighting emphasising when a match occurs against the entered text test input.

Describe the solution you'd like

Something similar to the solr admin "Analysis" page that allows a user to visually see text pass through the various stages of it's analysis chain and test different text input for relevance/behaviour against an indexed field.

The below user guide provides a good example of the capability in action
https://solr.apache.org/guide/solr/latest/indexing-guide/analysis-screen.html

Related component

Indexing

Describe alternatives you've considered

Using the APIs manually through client calls to them

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    IndexingIndexing, Bulk Indexing and anything related to indexingenhancementEnhancement or improvement to existing feature or request

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