Abacn commented on code in PR #30218:
URL: https://github.com/apache/beam/pull/30218#discussion_r1480551458


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sdks/java/io/jms/src/test/java/org/apache/beam/sdk/io/jms/JmsIOIT.java:
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@@ -196,11 +204,18 @@ public void testPublishingThenReadingAll() throws 
IOException {
     MetricsReader metricsReader = new MetricsReader(readResult, NAMESPACE);
     long actualRecords = 
metricsReader.getCounterMetric(READ_ELEMENT_METRIC_NAME);
 
+    // TODO(yathu) resolve pending messages with direct runner. Due to direct 
runner only finalize
+    //   checkpoint at very end, there are open consumers (may with buffer) 
and O(open_consumer)
+    //   message won't get delivered to other session
+    int remainRecords = countRemain(QUEUE);
+    assertTrue(remainRecords < OPTIONS.getNumberOfRecords() * 0.005);
+    LOG.info("has {} messages remain", remainRecords);
+
     assertTrue(
         String.format(
             "actual number of records %d smaller than expected: %d.",
-            actualRecords, OPTIONS.getNumberOfRecords()),
-        OPTIONS.getNumberOfRecords() <= actualRecords);
+            actualRecords, OPTIONS.getNumberOfRecords() - remainRecords),
+        OPTIONS.getNumberOfRecords() <= actualRecords + remainRecords);

Review Comment:
   For actualRecords (records get read in pipeline), there are two category
   - A: acknowledged records
   - B: unacknowledged records that read
   
   There is a third category, that is records not get read
   - C: unacknowledged records that not read
   
   remainRecords is unacknowledged message, and we have
   
   remainRecords=B+C
   OPTIONS.getNumberOfRecords() =A+B+C
   
   that was why 
   ```
   OPTIONS.getNumberOfRecords() <= actualRecords + remainRecords
   ```
   
   I should rename "remainRecords" as "unackedRecords" for clarification



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