abhishekagarwal87 opened a new pull request #10518:
URL: https://github.com/apache/druid/pull/10518


   ### Description
   
   This PR adds [grouping_id 
function](https://docs.microsoft.com/en-us/sql/t-sql/functions/grouping-id-transact-sql?view=sql-server-ver15)
  in both SQL and native query layer. The function is modeled as an aggregate 
function, similar to how it is done in Calcite. Unlike regular aggregate 
functions, this one takes the grouping dimensions as arguments. 
   
   There were different ways, the aggregator result could have materialized for 
a particular subtotal spec. I initially tried putting the logic in the merge 
function inside `GroupByBinaryFnV2`.  That didn't work though since many input 
rows do not need merging if the grouping key is seen only once. So I have now 
added the logic as and when we iterate through base rows, modifying the 
dimensions and grouping aggregator at the same time. 
   
   <hr>
   
   This PR has:
   - [x] been self-reviewed.
   - [x] added documentation for new or modified features or behaviors.
   - [x] added Javadocs for most classes and all non-trivial methods. Linked 
related entities via Javadoc links.
   - [x] added comments explaining the "why" and the intent of the code 
wherever would not be obvious for an unfamiliar reader.
   - [x] added unit tests or modified existing tests to cover new code paths, 
ensuring the threshold for [code 
coverage](https://github.com/apache/druid/blob/master/dev/code-review/code-coverage.md)
 is met.
   - [ ] added integration tests.
   - [ ] been tested in a test Druid cluster.
   
   <!-- Check the items by putting "x" in the brackets for the done things. Not 
all of these items apply to every PR. Remove the items which are not done or 
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   <hr>
   
   ##### Key changed/added classes in this PR
    * `MyFoo`
    * `OurBar`
    * `TheirBaz`
   


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