Okay, I got I got you want like something if we are occasionally missing any messages or losing any messages in the path cost stream. Okay, we I have identified this similar kind of an issue in my recent project. Okay, recent workflow. Okay, where we were losing an occasional message means it was it was it was a different fault. Okay, but what we can do to debug this issue is like first we need to check the offsets. Okay, we need to check how many data are there in the offset. Okay, or in the topic, how much offset has been raised. And all these things we can check again, the size of data, the replication factor, all this we can also check. Okay, we can keep it as a safety for the safety as a replication factor, we will be really helpful. If we are losing any data, first, we need to check the acknowledgements are there is this one kind of a data is missing or basically we will get a report that this data is missing. Can you please find out so based on that we will do all these record is being ever inserted into Kafka stream. So we will for sure get somewhere as an acknowledgement that the data has been processed to the Kafka topic that we can look in. Okay, if that has been lost, okay, basically Kafka may not lose any data. But if it has been lost, we need to debug internally how the Kafka streams are working at your end. And all those things we need to do basic without without checking the code or consuming what we can do is like we can if if any any consumer is working on that. So basically Kafka provides its own internal consumer to check if the data is present or not. So we can run that and we can get what kind of what data is present in the Kafka streams. And yeah, that will be much helpful to debug the issue that we are facing. Also, we can check a Kafka logs. Kafka keeps their failure logs and everything. If any day there is a failure of the message logs for anything we can for sure get over there with verbally. So the same is for everybody. So we can for sure get there anything that will be nice for us to debug deeper in purpose.
