How do I handle errors in batching processes?

How do I handle errors in batching processes?

Handling errors in batching involves implementing error detection, logging, and retry mechanisms. What specific issues are you facing?

I'm dealing with data inconsistencies when processing batches.

Data inconsistencies can arise from various sources. Ensure that your input data is validated before batching. Have you considered implementing checksums?

No, I haven't. How would that help?

Checksums can help verify data integrity by comparing the checksum of the original data with the processed data. If they don't match, you can identify an error.

That sounds useful! What if the error occurs after the batch is processed?

In that case, you should implement a rollback mechanism to revert to the last stable state. Additionally, logging errors will help you trace back the issue.