Diagnose and resolve message loss in Kafka stream. We shall first check the offset We are we must determine how many messages are in the topic how much the offset has advanced Important this is next examine the replication factor ensuring efficient replication. We should to safeguard against data loss verify acknowledgement we must Confirm that messages are being acknowledged and not lost in transit Check kafka's internal consumer logs, we can use kafka's built-in tools to inspect if the data is present in the streams Review kafka logs for any failure message. We should logs can reveal issues with Message processing or delivery thus by checking offset replication factors Acknowledgements logs diagnose resolve message logs in kafka stream. We can
