duongcongtoai commented on PR #16186:
URL: https://github.com/apache/datafusion/pull/16186#issuecomment-2917689696

   So here are my thoughts (this plan is to split the work in smaller PRs) 
while avoid breaking things as much as possible:
   1. we introduce 3 optimizors, declared in the order below:
   - DependentJoinRewriter
   - OldOptimizors (`DecorrelateLateralJoin`, `ScalarSubqueryToJoin`, 
`DecorrelatePredicateSubquery`)
   - NewOptimizor
   2. We add a if condition inside DependentJoinRewriter, that if the total 
subquery depth is 1, it doesn't change the query plan at all
   => This allow the old optimizors to work as expected
   3. Develop the newOptimizor


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