divijvaidya commented on PR #18106:
URL: https://github.com/apache/kafka/pull/18106#issuecomment-2580463968

   I looked at the failing tests. The root cause is that the streams related 
tests spin up a EmbeddedCluster . This cluster initializes time as "mockTime". 
MockTime doesn't increment unless you manually increment it. But rest of the 
test uses actual time by using Thread.Sleep. Hence cluster's time is behind the 
actual time when test is executing.
   
   They can be fixed with the following change:
   
   ```
   -    public static final EmbeddedKafkaCluster CLUSTER = new 
EmbeddedKafkaCluster(NUM_BROKERS);
   +    public static final EmbeddedKafkaCluster CLUSTER = new 
EmbeddedKafkaCluster(
   +            NUM_BROKERS,
   +            
Utils.mkProperties(Collections.singletonMap("log.message.timestamp.after.max.ms",
 String.valueOf(Long.MAX_VALUE))));
   ```


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