chadbrewbaker edited a comment on issue #1053:
URL: https://github.com/apache/arrow-rs/issues/1053#issuecomment-997457311


   After thinking about this for a week - I'm inclined to start driving with [ 
Arrow 
Python/Hypothesis](https://github.com/apache/arrow/blob/master/python/pyarrow/tests/strategies.py)
  and [Python Parquet 
tests](https://github.com/apache/arrow/tree/master/python/pyarrow/tests/parquet)
 then gradually add Proptest. AWS Labs has the [best proptest 
examples](https://github.com/search?q=org%3Aawslabs+proptest).
   
   Zooming out a bit more, DataFusion needs to be integrated in 
[squirrel](https://github.com/s3team/Squirrel) - 
[sqlancer](https://github.com/sqlancer/sqlancer) cross SQL engine tests. Can 
use [sqlsmith](https://github.com/anse1/sqlsmith) for reductions of large 
queries.
   
   We also want to be like AWS Redshift where you write a query in Python/SQL - 
and it emits Rust code that gets compiled and sent to worker nodes.
   
   Seems we might need thin-lto even on dev builds to reduce false positives  
https://github.com/awslabs/rust-smt-ir/blob/551565ea5e97f502269d74d189e2e2c1e6b52f40/Cargo.toml#L11
   
   
   
   
   


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