richardstartin commented on a change in pull request #6320:
URL: https://github.com/apache/incubator-pinot/pull/6320#discussion_r536458126



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/segment/creator/impl/inv/OffHeapBitmapInvertedIndexCreator.java
##########
@@ -181,33 +188,49 @@ 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));
+      MutableRoaringBitmap[] bitmaps = new MutableRoaringBitmap[_cardinality];

Review comment:
       This is a new allocation, but it's offset against the 16KB in stream 
buffers no longer allocated, and is a lot smaller than the bitmaps being 
materialised here anyway. This pattern where bitmaps are allocated just to 
obtain their serialized bytes could probably be supported by roaringbitmap 
without actually creating the intermediate bitmaps without much complication.




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