Hi @Te Liu ,please go through below documentation, but I am afraid , it does not
contains the scenario of one file per record. Thanks
https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-table-storage?tabs=data-factory
Copying Azure Table Storage using Azure Data Factory (ADF):