LuciferYang commented on code in PR #59217:
URL: https://github.com/apache/spark/pull/59217#discussion_r4192297870


##########
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/RewriteWithExpression.scala:
##########
@@ -67,6 +67,18 @@ object RewriteWithExpression extends Rule[LogicalPlan] {
         // changed anything: `mapExpressions` and `withNewChildren` preserve 
reference equality when
         // they rewrite nothing, which is what makes this detectable.
         if ((rewrittenAgg eq agg) && (rewrittenProj eq proj)) p else 
rewrittenProj
+      // A command's own expressions are not evaluated over its children's 
rows: most are stored as
+      // metadata or turned into source predicates. A definition hoisted into 
a child would leave
+      // them reading a column only that `Project` produces, or leave the 
command over a child its
+      // planner does not expect, so it is substituted instead. Analysis lets 
no command but
+      // `CreateVariable` hold a nondeterministic expression; one that does 
keeps its `With` rather
+      // than be read twice. `CreateVariable` is left out: its default is 
evaluated rather than
+      // stored, so a definition there should be memoized, not inlined.
+      case c: Command if !c.isInstanceOf[CreateVariable] &&
+          c.expressions.exists(_.containsPattern(WITH_EXPRESSION)) =>
+        
c.mapExpressions(_.transformUpWithPruning(_.containsPattern(WITH_EXPRESSION)) {
+          case w: With => inlineDefs(w)(_.child.deterministic)

Review Comment:
   Done, with that selector. The test also checks that a nondeterministic 
definition read once is inlined.



##########
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/RewriteWithExpression.scala:
##########
@@ -67,6 +67,18 @@ object RewriteWithExpression extends Rule[LogicalPlan] {
         // changed anything: `mapExpressions` and `withNewChildren` preserve 
reference equality when
         // they rewrite nothing, which is what makes this detectable.
         if ((rewrittenAgg eq agg) && (rewrittenProj eq proj)) p else 
rewrittenProj
+      // A command's own expressions are not evaluated over its children's 
rows: most are stored as

Review Comment:
   Done.



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