andygrove commented on code in PR #1667:
URL: https://github.com/apache/datafusion-comet/pull/1667#discussion_r2054613906


##########
spark/src/main/scala/org/apache/comet/CometSparkSessionExtensions.scala:
##########
@@ -161,10 +161,28 @@ class CometSparkSessionExtensions
           }
 
           if (!schemaSupported) {
-            fallbackReasons += s"Unsupported schema ${scanExec.requiredSchema} 
for $scanImpl"
+            val field: Option[StructField] =
+              CometNativeScanExec
+                .findUnsupportedField(scanExec.requiredSchema)
+                
.orElse(CometScanExec.findUnsupportedField(scanExec.requiredSchema))
+            assert(field.nonEmpty)
+            fallbackReasons +=
+              s"Unsupported field ${field.get} in schema 
${scanExec.requiredSchema} for $scanImpl"

Review Comment:
   This PR introduces a two-step process:
   
   1) call `isTypeSupported`
   2) call `findUnsupportedField` if `isTypeSupported` returns `false`
   
   I wonder if we should consider a different approach so that we do not have 
to duplicate the logic.
   
   One idea would be to pass an accumulator into `isTypeSupported` that can 
collect fallback reasons. For example:
   
   ```scala
   def isTypeSupported(dt: DataType, fallbackReasons: 
mutable.ListBuffer[String]): Boolean
   ```
   
   Another approach would be to rename `isTypeSupported` to 
`validateTypeSupported` and have it throw an exception when it encounters the 
first unsupported type.
   
   



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