thiagotnunes commented on code in PR #34967:
URL: https://github.com/apache/beam/pull/34967#discussion_r2146403013


##########
sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/action/QueryChangeStreamAction.java:
##########
@@ -292,4 +297,12 @@ private boolean isTimestampOutOfRange(SpannerException e) {
         && e.getMessage() != null
         && e.getMessage().contains(OUT_OF_RANGE_ERROR_MESSAGE);
   }
+
+  // Return (now + 2 mins) as the end timestamp for reading change streams. 
This is only used if
+  // users want to run the connector forever. This approach works because 
Apache beam checkpoints

Review Comment:
   Yes, what I meant was that it is not Beam that guarantees the checkpoint 
every 5s / 5MB. That is a Dataflow specific thing, since Beam is a general 
pipeline framework that in theory allows connectors to be run in a variety of 
executors (Spark, Flink, Dataflow, ...).
   
   So perhaps you could update the comment to say Dataflow checkpoints every 5s 
/ 5MB.



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