mbutrovich commented on issue #2611:
URL: 
https://github.com/apache/datafusion-comet/issues/2611#issuecomment-3427123109

   I think it would be great to separate testing concerns a bit. For this issue 
in particular, I think testing expressions should be somewhat independent of 
testing scans. When I implemented `decode` and `regexp_replace` I wanted to 
test a lot of types and corner case values, so I stuck it in 
`CometFuzzTestSuite` but it didn't really belong there. I think We should break 
that out to a generic DataFrame generator and push more tests to use the 
InMemoryTableScan and SparkToColumnar logic and exercise them directly. This 
would save test time (and SSD write cycles) for all of the Parquet files our 
tests generate. It also makes the data generator more agnostic for things like 
Iceberg support.


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