Nethaje opened a new issue, #9262:
URL: https://github.com/apache/seatunnel/issues/9262

   ### Search before asking
   
   - [x] I had searched in the 
[issues](https://github.com/apache/seatunnel/issues?q=is%3Aissue+label%3A%22bug%22)
 and found no similar issues.
   
   
   ### What happened
   
   When performing a batch load with PostgreSQL as the source and Apache 
Iceberg on S3 as the sink, I observe that when updating the column used for 
partitioning, duplicate records appear in the sink.
   
   ### SeaTunnel Version
   
   2.3.9
   
   ### SeaTunnel Config
   
   ```conf
   # Defining the runtime environment
   env {
     parallelism = 1
     job.mode = "BATCH"
   }
   
   source {
       Jdbc {
           url = "jdbc:postgresql://*****:5432/postgres"
           driver = "org.postgresql.Driver"
           user = postgres
           password = "12345Welcome$"
           query = "select * from public.employee"
       }
   }
   
   sink {
     Iceberg {
       catalog_name = "Employee_iceberg"
       iceberg.catalog.config = {
         type = "hadoop"
         warehouse = "s3a://data-platform-hfn//Raw"
         fs.s3a.endpoint = "s3.ap-south-1.amazonaws.com"
       }
       namespace = /postgres/public
       table = employee_batch_new
       iceberg.table.write-props = {
         write.format.default = "parquet"
       }
       iceberg.table.primary-keys="emp_id"
       iceberg.table.partition-keys="dept_id"
       iceberg.table.upsert-mode-enabled = true
       iceberg.table.schema-evolution-enabled=true
     }
   }
   ```
   
   ### Running Command
   
   ```shell
   ./bin/seatunnel.sh --config ./config/Final_Config/One_to_one_batch -e local
   ```
   
   ### Error Exception
   
   ```log
   There are no noticeable errors, it's just an observation.
   ```
   
   ### Zeta or Flink or Spark Version
   
   _No response_
   
   ### Java or Scala Version
   
   _No response_
   
   ### Screenshots
   
   
![Image](https://github.com/user-attachments/assets/9c444757-b9bf-481b-8a51-ceaf629df0cb)
   
   
![Image](https://github.com/user-attachments/assets/ca69993e-bb36-42bf-8fe6-95aa5298fc10)
   
   ### Are you willing to submit PR?
   
   - [ ] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [x] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   


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