Jackie-Jiang commented on a change in pull request #6320:
URL: https://github.com/apache/incubator-pinot/pull/6320#discussion_r537123298



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/segment/creator/impl/inv/OffHeapBitmapInvertedIndexCreator.java
##########
@@ -181,33 +188,51 @@ public void seal()
     }
 
     // Create bitmaps from inverted index buffers and serialize them to file
-    try (DataOutputStream offsetDataStream = new DataOutputStream(
-        new BufferedOutputStream(new FileOutputStream(_invertedIndexFile)));
-        FileOutputStream bitmapFileStream = new 
FileOutputStream(_invertedIndexFile);
-        DataOutputStream bitmapDataStream = new DataOutputStream(new 
BufferedOutputStream(bitmapFileStream))) {
-      int bitmapOffset = (_cardinality + 1) * Integer.BYTES;
-      offsetDataStream.writeInt(bitmapOffset);
-      bitmapFileStream.getChannel().position(bitmapOffset);
-
+    ByteBuffer offsetBuffer = null;
+    ByteBuffer bitmapBuffer = null;
+    try (FileChannel channel = new RandomAccessFile(_invertedIndexFile, 
"rw").getChannel()) {
+      // map the offsets buffer
+      final int startOfBitmaps = (_cardinality + 1) * Integer.BYTES;
+      int bitmapOffset = startOfBitmaps;
+      offsetBuffer = channel.map(FileChannel.MapMode.READ_WRITE, 0, 
bitmapOffset).order(LITTLE_ENDIAN);
+      offsetBuffer.putInt(reverseBytes(bitmapOffset));
+      RoaringBitmap[] bitmaps = new RoaringBitmap[_cardinality];
+      RoaringBitmapWriter<RoaringBitmap> writer = RoaringBitmapWriter.writer()
+              .initialCapacity(((_nextDocId - 1) >>> 16) / _cardinality).get();

Review comment:
       From my understanding, this method preallocate the arrays based on the 
size of the prefix keys. Since we are going to reuse this writer for all the 
bitmaps, we will always end up using all the prefix keys from `(0, 
_nextDocId)`, and we should use `.expectedRange(0, _nextDocId)` to preallocate 
all of them. Maybe I missed something here?




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