the-other-tim-brown commented on code in PR #18042:
URL: https://github.com/apache/hudi/pull/18042#discussion_r2743885514


##########
hudi-spark-datasource/hudi-spark/src/test/scala/org/apache/hudi/common/table/read/TestHoodieFileGroupReaderOnSpark.scala:
##########
@@ -110,7 +110,8 @@ class TestHoodieFileGroupReaderOnSpark extends 
TestHoodieFileGroupReaderBase[Int
     val parquetReader = sparkAdapter.createParquetFileReader(vectorized = 
false, spark.sessionState.conf, Map.empty, 
storageConf.unwrapAs(classOf[Configuration]))
     val dataSchema = 
HoodieSchemaConversionUtils.convertHoodieSchemaToStructType(schema)
     val orcReader = sparkAdapter.createOrcFileReader(vectorized = false, 
spark.sessionState.conf, Map.empty, 
storageConf.unwrapAs(classOf[Configuration]), dataSchema)
-    val multiFormatReader = new 
MultipleColumnarFileFormatReader(parquetReader, orcReader)
+    val lanceReader = sparkAdapter.createLanceFileReader(vectorized = false, 
spark.sessionState.conf, Map.empty, 
storageConf.unwrapAs(classOf[Configuration]))

Review Comment:
   Should this also have a check like `HoodieSparkUtils.gteqSpark3_4`?



##########
hudi-common/src/main/java/org/apache/hudi/common/util/LanceUtils.java:
##########
@@ -76,25 +76,35 @@ public ClosableIterator<HoodieKey> 
getHoodieKeyIterator(HoodieStorage storage,
                                                            
Option<BaseKeyGenerator> keyGeneratorOpt,
                                                            Option<String> 
partitionPath) {
     try {
+      HoodieSchema keySchema = getKeyIteratorSchema(storage, filePath, 
keyGeneratorOpt, partitionPath);
       HoodieFileReader reader = HoodieIOFactory.getIOFactory(storage)
           .getReaderFactory(HoodieRecord.HoodieRecordType.SPARK)
           .getFileReader(new HoodieReaderConfig(), filePath, 
HoodieFileFormat.LANCE);
-      ClosableIterator<String> keyIterator = reader.getRecordKeyIterator();
+      ClosableIterator<HoodieRecord> recordIterator = 
reader.getRecordIterator(keySchema);

Review Comment:
   You can use `CloseableMappingIterator` to simplify the setup here



##########
hudi-common/src/main/java/org/apache/hudi/common/util/LanceUtils.java:
##########
@@ -76,25 +76,35 @@ public ClosableIterator<HoodieKey> 
getHoodieKeyIterator(HoodieStorage storage,
                                                            
Option<BaseKeyGenerator> keyGeneratorOpt,
                                                            Option<String> 
partitionPath) {
     try {
+      HoodieSchema keySchema = getKeyIteratorSchema(storage, filePath, 
keyGeneratorOpt, partitionPath);
       HoodieFileReader reader = HoodieIOFactory.getIOFactory(storage)
           .getReaderFactory(HoodieRecord.HoodieRecordType.SPARK)
           .getFileReader(new HoodieReaderConfig(), filePath, 
HoodieFileFormat.LANCE);
-      ClosableIterator<String> keyIterator = reader.getRecordKeyIterator();
+      ClosableIterator<HoodieRecord> recordIterator = 
reader.getRecordIterator(keySchema);
+
       return new ClosableIterator<HoodieKey>() {
         @Override
         public void close() {
-          keyIterator.close();
+          recordIterator.close();
         }
 
         @Override
         public boolean hasNext() {
-          return keyIterator.hasNext();
+          return recordIterator.hasNext();
         }
 
         @Override
         public HoodieKey next() {
-          String key = keyIterator.next();
-          return new HoodieKey(key, partitionPath.orElse(null));
+          HoodieRecord record = recordIterator.next();
+          String recordKey;
+          if (keyGeneratorOpt.isPresent()) {
+            // With keyGenerator, extracts user-defined key fields by name
+            recordKey = record.getRecordKey(keySchema, keyGeneratorOpt);
+          } else {
+            // Without keyGenerator, read record key field by name

Review Comment:
   You'll want to construct the full key if the partition path is set. Check 
out `HoodieKeyIterator` for an example



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