ATHARVA262005 commented on code in PR #37411:
URL: https://github.com/apache/beam/pull/37411#discussion_r2724606753


##########
sdks/java/io/sparkreceiver/3/src/test/java/org/apache/beam/sdk/io/sparkreceiver/SparkReceiverIOTest.java:
##########
@@ -241,4 +241,31 @@ public void testReadFromReceiverIteratorData() {
     PAssert.that(actual).containsInAnyOrder(expected);
     pipeline.run().waitUntilFinish(Duration.standardSeconds(15));
   }
+
+  @Test
+  public void testReadFromCustomReceiverWithParallelism() {
+    CustomReceiverWithOffset.shouldFailInTheMiddle = false;
+    ReceiverBuilder<String, CustomReceiverWithOffset> receiverBuilder =
+        new 
ReceiverBuilder<>(CustomReceiverWithOffset.class).withConstructorArgs();
+    SparkReceiverIO.Read<String> reader =
+        SparkReceiverIO.<String>read()
+            .withGetOffsetFn(Long::valueOf)
+            .withTimestampFn(Instant::parse)
+            .withPullFrequencySec(PULL_FREQUENCY_SEC)
+            .withStartPollTimeoutSec(START_POLL_TIMEOUT_SEC)
+            .withStartOffset(START_OFFSET)
+            .withSparkReceiverBuilder(receiverBuilder)
+            .withNumReaders(3);
+
+    List<String> expected = new ArrayList<>();
+    for (int j = 0; j < 3; j++) {
+      for (int i = 0; i < CustomReceiverWithOffset.RECORDS_COUNT; i++) {
+        expected.add(String.valueOf(i));
+      }

Review Comment:
   Agreed. I have updated 
[CustomReceiverWithOffset](cci:2://file:///d:/open%20souce/beam/sdks/java/io/sparkreceiver/3/src/test/java/org/apache/beam/sdk/io/sparkreceiver/CustomReceiverWithOffset.java:31:0-100:1)
 to implement the 
[setShard](cci:1://file:///d:/open%20souce/beam/sdks/java/io/sparkreceiver/3/src/test/java/org/apache/beam/sdk/io/sparkreceiver/CustomReceiverWithOffset.java:57:2-61:3)
 logic (using simple modulo partitioning).
   I also updated the test assertion to expect **20 unique records** total 
strings '0' to '19' exactly once), verifying that the work is correctly 
distributed without duplication.



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