liming30 commented on code in PR #833:
URL: https://github.com/apache/incubator-paimon/pull/833#discussion_r1175961969


##########
paimon-core/src/main/java/org/apache/paimon/mergetree/compact/SortMergeReader.java:
##########
@@ -40,166 +38,70 @@
  */
 public class SortMergeReader<T> implements RecordReader<T> {
 
-    private final List<RecordReader<KeyValue>> nextBatchReaders;
-    private final Comparator<InternalRow> userKeyComparator;
     private final MergeFunctionWrapper<T> mergeFunctionWrapper;
-
-    private final PriorityQueue<Element> minHeap;
-    private final List<Element> polled;
+    private final LoserTree<KeyValue> loserTree;
 
     public SortMergeReader(
             List<RecordReader<KeyValue>> readers,
             Comparator<InternalRow> userKeyComparator,
             MergeFunctionWrapper<T> mergeFunctionWrapper) {
-        this.nextBatchReaders = new ArrayList<>(readers);
-        this.userKeyComparator = userKeyComparator;
         this.mergeFunctionWrapper = mergeFunctionWrapper;
-
-        this.minHeap =
-                new PriorityQueue<>(
-                        (e1, e2) -> {
-                            int result = 
userKeyComparator.compare(e1.kv.key(), e2.kv.key());
-                            if (result != 0) {
-                                return result;
-                            }
-                            return Long.compare(e1.kv.sequenceNumber(), 
e2.kv.sequenceNumber());
-                        });
-        this.polled = new ArrayList<>();
+        this.loserTree =
+                new LoserTree<>(
+                        readers,
+                        (e1, e2) -> userKeyComparator.compare(e2.key(), 
e1.key()),
+                        (e1, e2) -> Long.compare(e2.sequenceNumber(), 
e1.sequenceNumber()));
     }
 
     @Nullable
     @Override
     public RecordIterator<T> readBatch() throws IOException {
-        for (RecordReader<KeyValue> reader : nextBatchReaders) {
-            while (true) {
-                RecordIterator<KeyValue> iterator = reader.readBatch();
-                if (iterator == null) {
-                    // no more batches, permanently remove this reader
-                    reader.close();
-                    break;
-                }
-                KeyValue kv = iterator.next();
-                if (kv == null) {
-                    // empty iterator, clean up and try next batch
-                    iterator.releaseBatch();
-                } else {
-                    // found next kv
-                    minHeap.offer(new Element(kv, iterator, reader));
-                    break;
-                }
-            }
-        }
-        nextBatchReaders.clear();
-
-        return minHeap.isEmpty() ? null : new SortMergeIterator();
+        loserTree.initializeIfNeeded();
+        return loserTree.peekWinner() == null ? null : new SortMergeIterator();

Review Comment:
   resolved



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