clintropolis commented on a change in pull request #11004:
URL: https://github.com/apache/druid/pull/11004#discussion_r596310946



##########
File path: 
processing/src/main/java/org/apache/druid/segment/data/VSizeLongSerde.java
##########
@@ -413,9 +412,81 @@ public void close() throws IOException
     }
   }
 
+  /**
+   * Unpack bitpacked long values from an underlying contiguous memory block
+   */
   public interface LongDeserializer
   {
+    /**
+     * Unpack long value at the specified row index
+     */
     long get(int index);
+
+    /**
+     * Unpack a contiguous vector of long values at the specified start index 
of length and adjust them by the supplied
+     * delta base value.
+     */
+    default void getDelta(long[] out, int outPosition, int startIndex, int 
length, long base)
+    {
+      for (int i = 0; i < length; i++) {
+        out[outPosition + i] = base + get(startIndex + i);
+      }
+    }
+
+    /**
+     * Unpack a non-contiguous vector of long values at the specified indexes 
and adjust them by the supplied delta base
+     * value.
+     */
+    default int getDelta(long[] out, int outPosition, int[] indexes, int 
length, int indexOffset, int limit, long base)

Review comment:
       I haven't measured as you suggest with these exact get methods, (did an 
earlier test before they were filled out that seemed to show improvement though 
which is why I went down this path because cutting out the extra vector 
iteration seemed to be worth the math). i will try to run the numbers this 
evening to compare.




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