ueshin commented on PR #59100:
URL: https://github.com/apache/spark/pull/59100#issuecomment-5880522197

   The earlier change (apache/spark#52253) addressed a performance regression 
caused by switching to fully lazy analysis in apache/spark#49386. Could we 
check whether always taking the lazy path for pipelines reintroduces that 
regression, particularly for long chains of `withColumn` calls?
   We may need a way to control this behavior, although re-enabling eager 
analysis would also bring back the dependency issue this PR fixes.
   
   cc @cloud-fan 


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