Codegass opened a new pull request, #16436:
URL: https://github.com/apache/druid/pull/16436

   Fixes #12926.
   
   ### Description
   
   This PR improves the test cases in `DecimalParquetInputTest` by replacing 
the if-return blocks that check for unsupported parser types with 
`assumeFalse`-- Assume API from Junit. 
   
   #### Replaced if-return blocks with assumeFalse
   The existing test cases used if-return blocks like this to skip tests for 
unsupported parser types:
   
   ```java
   // parquet-avro does not correctly convert decimal types
   if 
(parserType.equals(ParquetExtensionsModule.PARQUET_AVRO_INPUT_PARSER_TYPE)) {  
     return;
   }
   ```
   
   This made the test logic implicit. It's preferable to make unsupported 
preconditions explicit using JUnit's `assume` methods. The assume function, 
introduced after JUnit 4, is designed to check for test pre-condition. As 
[mentioned in the 
document](https://junit.org/junit4/javadoc/4.12/org/junit/Assume.html):
   
   > Assume functions is a set of methods useful for stating assumptions about 
the conditions in which a test is meaningful. A failed assumption does not mean 
the code is broken, but that the test provides no useful information.
   
   I replaced the if-return blocks with equivalent `assumeFalse` assertions:
   
   ```java
   // parquet-avro does not correctly convert decimal types
   
assumeFalse(parserType.equals(ParquetExtensionsModule.PARQUET_AVRO_INPUT_PARSER_TYPE));
   ```
   
   A failed assumption will cause the test to be skipped, while still allowing 
the test to run for supported parser types. This makes the preconditions 
clearer without changing the test behavior.
   
   **This refactoring resolves the silent quit issue by using the Assume API to 
provide explicit output when tests are skipped.**
   
   I applied this change to all three test cases in `DecimalParquetInputTest`:
   - `testReadParquetDecimalFixedLen` 
   - `testReadParquetDecimali32`
   - `testReadParquetDecimali64`
   
   This is a straightforward refactoring that improves test readability without 
altering functionality. No other code changes were made.
   
   <hr>
   
   This PR has:
   
   - [x] been self-reviewed.
   - [ ] added documentation for new or modified features or behaviors.
   - [ ] a release note entry in the PR description.
   - [ ] added Javadocs for most classes and all non-trivial methods. Linked 
related entities via Javadoc links.
   - [ ] added or updated version, license, or notice information in 
[licenses.yaml](https://github.com/apache/druid/blob/master/dev/license.md)
   - [x] 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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