Abacn commented on code in PR #22023:
URL: https://github.com/apache/beam/pull/22023#discussion_r905553948


##########
sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIOWriteExceptionHandlingTest.java:
##########
@@ -171,9 +163,21 @@ public void testExceptionHandlingForSimpleWrite() throws 
InterruptedException {
     try {
       pipeline.run().waitUntilFinish();
     } finally {
-      verify(SpannerIO.WriteToSpannerFn.sleeper, 
times(callsToSleeper)).sleep(anyLong());
-      verify(serviceFactory.mockDatabaseClient(), times(callsToWrite))
-          .writeAtLeastOnceWithOptions(any(), 
any(Options.ReadQueryUpdateTransactionOption.class));
+      if (exceptionErrorcode == ErrorCode.DEADLINE_EXCEEDED) {
+        // Due to randomOffset retry is done by most likely but not always 9 
times.
+        int sleepCalled =
+            
Mockito.mockingDetails(SpannerIO.WriteToSpannerFn.sleeper).getInvocations().size();
+        assertTrue(sleepCalled >= 8);
+        assertTrue(sleepCalled <= 10);

Review Comment:
   Ran backOff 1 milliion times and found number of retry is distributed as: 
{8=52661, 9=878266, 10=69073}. i.e. Originally it has a flake probability of 12%



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