How can I handle batch processing failures effectively?
To handle batch processing failures, you should implement error logging, retry mechanisms, and alerting systems.
What are some common causes of batch processing failures?
Common causes include data corruption, network issues, and resource limitations. Identifying these can help prevent future failures.
How can I set up a retry mechanism?
You can set up a retry mechanism by defining a maximum number of retries and a delay between attempts, often using exponential backoff.
What tools can help with monitoring batch processes?
Tools like Prometheus, Grafana, and ELK Stack can help monitor and visualize batch processing performance and failures.
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