clintropolis commented on a change in pull request #8822: optimize numeric 
column null value checking for low filter selectivity (more rows)
URL: https://github.com/apache/incubator-druid/pull/8822#discussion_r344352968
 
 

 ##########
 File path: 
processing/src/main/java/org/apache/druid/segment/vector/VectorSelectorUtils.java
 ##########
 @@ -47,14 +47,33 @@
       retVal = new boolean[offset.getMaxVectorSize()];
     }
 
-    // Probably not super efficient to call "get" so much, but, no worse than 
the non-vectorized version.
     if (offset.isContiguous()) {
+      final int startOffset = offset.getStartOffset();
+      nullIterator.advanceIfNeeded(startOffset);
+      if (!nullIterator.hasNext()) {
+        return null;
+      }
       for (int i = 0; i < offset.getCurrentVectorSize(); i++) {
-        retVal[i] = nullValueBitmap.get(i + offset.getStartOffset());
+        final int row = i + startOffset;
+        nullIterator.advanceIfNeeded(row);
+        if (!nullIterator.hasNext()) {
+          break;
+        }
+        retVal[i] = row == nullIterator.peekNext();
 
 Review comment:
   since the vectorized version doesn't save the `nullMark` like the other 
version, doing `next` here could consume a value that is outside of the range 
we are building the vector for, and we would lose it for the next vector that 
has that value. 

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