Hisoka-X commented on PR #9552:
URL: https://github.com/apache/seatunnel/pull/9552#issuecomment-3056151012

   > why checkpoint will be disabled, and the system will still create 
checkpoint Storage later. 
   
   When we disabled checkpoints, it is indeed unnecessary to create extra 
checkpoint storage. But re-examining this code,
   we have actually created the checkpoint storage when the server starts.
   
https://github.com/apache/seatunnel/blob/3836c97a62079f1e8d7ca7a9f32c02175030bb3a/seatunnel-engine/seatunnel-engine-server/src/main/java/org/apache/seatunnel/engine/server/SeaTunnelServer.java#L167
   
   Perhaps we should modify it like this:
   1. Remove the checkpoint storage creation every time the CheckpointManager 
is created, and reuse the created checkpoint storage.
   
https://github.com/apache/seatunnel/blob/3836c97a62079f1e8d7ca7a9f32c02175030bb3a/seatunnel-engine/seatunnel-engine-server/src/main/java/org/apache/seatunnel/engine/server/checkpoint/CheckpointManager.java#L102
   2. When a job does not have checkpoints enabled, skip reading data from the 
checkpoint storage, which can reduce unnecessary overhead.
   
https://github.com/apache/seatunnel/blob/3836c97a62079f1e8d7ca7a9f32c02175030bb3a/seatunnel-engine/seatunnel-engine-server/src/main/java/org/apache/seatunnel/engine/server/checkpoint/CheckpointManager.java#L121
   and
   
https://github.com/apache/seatunnel/blob/3836c97a62079f1e8d7ca7a9f32c02175030bb3a/seatunnel-engine/seatunnel-engine-server/src/main/java/org/apache/seatunnel/engine/server/checkpoint/CheckpointManager.java#L245


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