alamb commented on code in PR #10356:
URL: https://github.com/apache/datafusion/pull/10356#discussion_r1588998665


##########
datafusion/optimizer/src/analyzer/type_coercion.rs:
##########
@@ -99,25 +102,75 @@ fn analyze_internal(
     // select t2.c2 from t1 where t1.c1 in (select t2.c1 from t2 where 
t2.c2=t1.c3)
     schema.merge(external_schema);
 
-    let mut expr_rewrite = TypeCoercionRewriter { schema: &schema };
-
-    let new_expr = plan
-        .expressions()
-        .into_iter()
-        .map(|expr| {
-            // ensure aggregate names don't change:
-            // https://github.com/apache/datafusion/issues/3555
-            rewrite_preserving_name(expr, &mut expr_rewrite)
-        })
-        .collect::<Result<Vec<_>>>()?;
-
-    plan.with_new_exprs(new_expr, new_inputs)
+    let mut expr_rewrite = TypeCoercionRewriter::new(&schema);
+
+    let name_preserver = NamePreserver::new(&plan);
+    // apply coercion rewrite all expressions in the plan indivdually
+    plan.map_expressions(|expr| {
+        let original_name = name_preserver.save(&expr)?;
+        expr.rewrite(&mut expr_rewrite)?
+            .map_data(|expr| original_name.restore(expr))
+    })?
+    // coerce join expressions specially
+    .map_data(|plan| expr_rewrite.coerce_joins(plan))?
+    // recompute the schema after the expressions have been rewritten as the 
types may have changed
+    .map_data(|plan| plan.recompute_schema())

Review Comment:
   This is an excellent point. At the moment, I think we do need to always run 
recompute_schema because the `TypeCoercionRewriter` doesn't return 
`Transformed` (and thus we don't know if any actual expression coercion was 
done, so we have to assume it was).
   
   I filed https://github.com/apache/datafusion/issues/10365 to track improving 
this



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