alamb commented on code in PR #15532:
URL: https://github.com/apache/datafusion/pull/15532#discussion_r2029009800


##########
datafusion/optimizer/src/simplify_expressions/expr_simplifier.rs:
##########
@@ -1447,15 +1449,240 @@ impl<S: SimplifyInfo> TreeNodeRewriter for 
Simplifier<'_, S> {
                 }
             }
 
+            //
+            // Rules for Case of AggregateFunction
+            //
+            //
+
+            // CASE 1:
+
+            // CASE 1-1:
+            // Extraction of Constants in Multiple AGG Calls, currently only 
supports SUM
+            //
+            // Before Optimization
+            // SELECT SUM(ResolutionWidth), SUM(ResolutionWidth + 1), ..., 
SUM(ResolutionWidth + 89)
+            // FROM hits;
+            //
+            // After Optimization
+            // SELECT SUM(ResolutionWidth),
+            //        SUM(ResolutionWidth) + 1 * COUNT(*),
+            //        ...,
+            //        SUM(ResolutionWidth) + 89 * COUNT(*)
+            // FROM hits;
+            //
+
+            // CASE 1-2
+            // SUM(5 * a + b) => 5 * SUM(a) + SUM(b)

Review Comment:
   it is not clear to me this is a better plan -- each `SUM` aggregate has non 
trivial overhead (e.g. intermediate results sent between each grouping operator)



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