jtuglu-netflix commented on code in PR #17847:
URL: https://github.com/apache/druid/pull/17847#discussion_r2094783233


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server/src/main/java/org/apache/druid/segment/realtime/SegmentGenerationMetrics.java:
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@@ -55,6 +55,65 @@ public class SegmentGenerationMetrics
 
   private final AtomicLong maxSegmentHandoffTime = new 
AtomicLong(NO_EMIT_SEGMENT_HANDOFF_TIME);
 
+  public static class MessageGapStats
+  {
+    long minMessageGap = Long.MAX_VALUE;
+    long maxMessageGap = Long.MIN_VALUE;
+    long numMessageGap = 0;
+    double totalMessageGap = 0;
+
+    public synchronized double avgMessageGap()

Review Comment:
   Yeah, since the reference only guards access to the pointer to the object 
itself, you don't get mutual exclusion assurances on operations within that 
object (why the only "thread-safe" pattern for multi-value writes with 
AtomicReference is a new object creation every time, which is slow; slower than 
a plain 'ol lock in hot loop). Even with a `getAndUpdate` that would just 
affect the pointer to the object, not the object itself, hence why I added the 
`synchronize` annotations to avoid 
([this](https://github.com/apache/druid/pull/17847#discussion_r2094612845)). 
The case I mentioned above should only happen on a single reporting call (never 
multiple in succession).



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