bersprockets opened a new pull request, #42933:
URL: https://github.com/apache/spark/pull/42933

   ### What changes were proposed in this pull request?
   
   Before evaluating the generator function in `GenerateExec`, initialize 
non-deterministic expressions.
   
   ### Why are the changes needed?
   
   The following query fails:
   ```
   select *
   from explode(
     transform(sequence(0, cast(rand()*1000 as int) + 1), x -> x * 22)
   );
   
   23/09/14 09:27:25 ERROR Executor: Exception in task 0.0 in stage 3.0 (TID 3)
   java.lang.IllegalArgumentException: requirement failed: Nondeterministic 
expression org.apache.spark.sql.catalyst.expressions.Rand should be initialized 
before eval.
        at scala.Predef$.require(Predef.scala:281)
        at 
org.apache.spark.sql.catalyst.expressions.Nondeterministic.eval(Expression.scala:497)
        at 
org.apache.spark.sql.catalyst.expressions.Nondeterministic.eval$(Expression.scala:495)
        at 
org.apache.spark.sql.catalyst.expressions.RDG.eval(randomExpressions.scala:35)
        at 
org.apache.spark.sql.catalyst.expressions.BinaryArithmetic.eval(arithmetic.scala:384)
        at 
org.apache.spark.sql.catalyst.expressions.UnaryExpression.eval(Expression.scala:543)
        at 
org.apache.spark.sql.catalyst.expressions.BinaryArithmetic.eval(arithmetic.scala:384)
        at 
org.apache.spark.sql.catalyst.expressions.Sequence.eval(collectionOperations.scala:3062)
        at 
org.apache.spark.sql.catalyst.expressions.SimpleHigherOrderFunction.eval(higherOrderFunctions.scala:275)
        at 
org.apache.spark.sql.catalyst.expressions.SimpleHigherOrderFunction.eval$(higherOrderFunctions.scala:274)
        at 
org.apache.spark.sql.catalyst.expressions.ArrayTransform.eval(higherOrderFunctions.scala:308)
        at 
org.apache.spark.sql.catalyst.expressions.ExplodeBase.eval(generators.scala:375)
        at 
org.apache.spark.sql.execution.GenerateExec.$anonfun$doExecute$8(GenerateExec.scala:108)
   ...        
   ```
   However, this query succeeds:
   ```
   select *
   from explode(
     sequence(0, cast(rand()*1000 as int) + 1)
   );
   
   0
   1
   2
   3
   ...
   801
   802
   803
   ```
   The difference is that `transform` turns off whole-stage codegen, which 
exposes a bug in `GenerateExec` in which the non-deterministic expression 
passed to the generator function is not initialized before being used.
   
   This PR fixes the bug in `GenerateExec`.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   New unit test.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   No.
   
   


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: [email protected]

For queries about this service, please contact Infrastructure at:
[email protected]


---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]

Reply via email to