huaxingao commented on code in PR #12494:
URL: https://github.com/apache/iceberg/pull/12494#discussion_r2040876801


##########
spark/v4.0/spark/src/main/java/org/apache/iceberg/spark/SparkTableUtil.java:
##########
@@ -875,7 +875,13 @@ private static void deleteManifests(FileIO io, 
List<ManifestFile> manifests) {
   public static Dataset<Row> loadTable(SparkSession spark, Table table, long 
snapshotId) {
     SparkTable sparkTable = new SparkTable(table, snapshotId, false);
     DataSourceV2Relation relation = createRelation(sparkTable, 
ImmutableMap.of());
-    return Dataset.ofRows(spark, relation);
+    if (!(spark instanceof org.apache.spark.sql.classic.SparkSession)) {

Review Comment:
   Spark 4.0 has [abstract class 
SparkSession](https://github.com/apache/spark/blob/master/sql/api/src/main/scala/org/apache/spark/sql/SparkSession.scala#L63)
 and 
[classic.SparkSession](https://github.com/apache/spark/blob/master/sql/api/src/main/scala/org/apache/spark/sql/SparkSession.scala#L63).
 We will always try to use the general one, and only cast to 
`classic.SparkSession` when the private APIs are needed.
   
   The same rule applies to `Dataset`
   



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