clintropolis opened a new pull request #10499:
URL: https://github.com/apache/druid/pull/10499


   ### Description
   This PR adds support for vectorizing expressions in cases where inputs are 
missing, using either null or default values as inputs, depending on the value 
of `druid.generic.useDefaultValueForNull`.
   
   This PR also makes non-vectorized expression type handling a bit more 
consistent across different types of expressions. Major changes here include 
operator expressions will now try to preserve the type when one of the 
arguments is null instead of always producing double values, and math functions 
now follow logic similar to the operators. 
   
   Tagging PR as release notes/incompatible because the changes cause some 
expressions to output slightly different results (typically longs instead of 
doubles). Examples:
   `longColumn + nonExistentColumn -> longColumn + 0L` instead of `(double) 
longColumn + 0.0`
   
   and math functions will produce output from non-existent inputs in default 
mode instead of always producing zeros:
   `max(longColumn, nonExistentColumn) -> max(longColumn, 0L)`
   
   <hr>
   
   This PR has:
   - [ ] been self-reviewed.
   - [ ] added documentation for new or modified features or behaviors.
   - [ ] added Javadocs for most classes and all non-trivial methods. Linked 
related entities via Javadoc links.
   - [ ] added comments explaining the "why" and the intent of the code 
wherever would not be obvious for an unfamiliar reader.
   - [ ] 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.
   
   


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