Spark kafka structured streaming - how to prevent dataloss

[Gnanasoundari Soundarajan]

Hi,

In spark, it uses checkpoints to keep track of offsets in kafka. If there is 
any data loss, can we edit the file and reduce the data loss? Please suggest 
the best practices to reduce the data loss under exceptional scenarios.

Regards,
Gnana