apache / apache/pinot

auto sharding strategy for theta sketch

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Description

I was going through the pr : https://github.com/apache/pinot/pull/5316
Can you please point me to how or where is this implemented. How do we define high cardinality threshold

I am running into issues where different sets can be different cardinality and error is high and wanted insights on how to tune theta params during my indexing phase . what is a reasonable theta threshold to decide high cardinality

Contributor guide

Open the contributing guide

Research direction

Start with pull request 5316 and trace how auto sharding for theta sketches is implemented. Document where the high-cardinality threshold is defined, how theta parameters affect indexing error, and what guidance is available for choosing a threshold across datasets with different cardinalities.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
databases
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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