Hi Subin,
Please check the xsd to confirm if customer no is mandatory.
I think this is causing the Structural exception.
If you want the scenario to work without then place a DUMMY value in customerid from source system or PI.Map this DUMMY value to NULL in MDM and do a save update.
This way customerid will be NULL.
Thanks,
Ravi