JeremyXin opened a new issue, #10377:
URL: https://github.com/apache/seatunnel/issues/10377

   ### 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 synchronizing hive tables, the method based on Hdfs parquet file 
synchronization is adopted for execution.
   
   When performing the full data synchronization, it was discovered that for 
several new fields added to the source table, no data was written in the target 
table. 
   
   After analyzing the source code, it was found that when the framework 
obtains the list of files in the directory, it defaults to only parsing the 
first file in the list to extract the schema. However, this file might be an 
old one, resulting in the schema obtained from parsing the Parquet file header 
being outdated and not including the newly added fields. This causes the target 
table to be unable to synchronize these newly added fields continuously.
   
   ### SeaTunnel Version
   
   2.3.12
   
   ### SeaTunnel Config
   
   ```conf
   env {
       job.mode = "BATCH"
       parallelism = 10
   }
   
   
   source {
       HdfsFile {
           path = "hdfs://xxx/ods_log_di/"
           file_format_type = "parquet"
           fs.defaultFS = "hdfs://cluster"
           hdfs_site_path = "/tmp/hdfs-site.xml"
           krb5_path = "/tmp/krb5.conf"
           kerberos_principal = "xxx"
           kerberos_keytab_path = "/tmp/qiye_mail_data.keytab"
       }
   }
   
   
   sink {
       Doris {
           fenodes = "fenodes:8030"
           username = "xxx"
           password = "xxx"
           database = "test"
           table = "xxx"
           doris.config {
               format = "json"
               read_json_by_line = "true"
           }
       }
   }
   ```
   
   ### Running Command
   
   ```shell
   sh bin/seatunnel.sh --config/v2.batch.parquet.config -m local
   ```
   
   ### Error Exception
   
   ```log
   The data written into the destination table does not contain any new fields 
added to the source table.
   ```
   
   ### Zeta or Flink or Spark Version
   
   Zeta
   
   ### Java or Scala Version
   
   java 1.8
   
   ### Screenshots
   
   
![Image](https://github.com/user-attachments/assets/cf9915af-19e7-4641-b782-cd0ff5bc46de)
   
   ### Are you willing to submit PR?
   
   - [x] 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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