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[Feature Request] Star Tree Tree Builder [On Heap] #14116

@sarthakaggarwal97

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@sarthakaggarwal97

Is your feature request related to a problem? Please describe

With the discussions around introduction of Star Tree Index, here at #12498, it would be required to build the star tree during segment flushes using the dimensions and metrics configured by the user using Star Tree Fields, introduced over here, #14605.

Describe the solution you'd like

We would be implementing the core algorithm to construct star tree on heap based on the Star Tree Fields.

Related component

Indexing:Performance

Describe alternatives you've considered

No response

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    Indexing:PerformanceRFCIssues requesting major changesenhancementEnhancement or improvement to existing feature or requestv2.17.0

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