How can we ensure data integrity in batch jobs?

How can we ensure data integrity in batch jobs?

To ensure data integrity in batch jobs, you can implement validation checks, error handling, and logging mechanisms.

What kind of validation checks should I implement?

You should consider implementing format checks, range checks, and consistency checks to validate the data before processing.

How can error handling be effectively managed?

Effective error handling can be managed by using try-catch blocks, retry mechanisms, and alerting systems to notify stakeholders.

Are there tools that can help with this?

Yes, tools like Apache NiFi, Talend, and Informatica can help manage data integrity in batch processing.