dyzcs commented on issue #9955:
URL: https://github.com/apache/iceberg/issues/9955#issuecomment-1996358615

   Hi @okayhooni regarding this issue, I would like to express my opinion. I am 
currently exploring the use of Iceberg as a replacement for Kafka in **near 
real-time** processing. The problem you mentioned is divided into two parts.
   
   The first part is that Iceberg does not maintain offsets for messages like 
Kafka, but there is an internal snapshot list in chronological order. You can 
obtain the latest snapshot ID each time and then specify incremental 
consumption from the current ID.
   
   The second part is Iceberg to satisfy the problem of message order in Kafka 
as much as possible. Iceberg consumes snapshots one by one in FIFO mode, and 
sorts the read incremental files according to their write time before passing 
them downstream.
   
   The above is my opinion, welcome to discuss together.


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