HeartSaVioR commented on a change in pull request #24936: [SPARK-24634][SS] Add 
a new metric regarding number of rows later than watermark plus allowed delay
URL: https://github.com/apache/spark/pull/24936#discussion_r329964118
 
 

 ##########
 File path: 
sql/core/src/test/scala/org/apache/spark/sql/streaming/FlatMapGroupsWithStateSuite.scala
 ##########
 @@ -795,7 +795,7 @@ class FlatMapGroupsWithStateSuite extends 
StateStoreMetricsTest {
         }
       },
       CheckNewAnswer(("c", "-1")),
-      assertNumStateRows(total = 0, updated = 0)
+      assertNumStateRows(total = 0, updated = 1, lateInput = 0)
 
 Review comment:
   > The "updated" value is override with 0 when exposing if the batch was run 
with empty data
   
   This can be considered as a bug instead, as we have actual case where batch 
with empty data has nonzero "updated" value. I guess it's added when batch with 
empty data wasn't introduced, and missed to address the case. I'll deal with 
this as well. (The fix is actually in this PR, but given the issue is 
orthogonal to the origin issue of this PR, so better to have new PR.)

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