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1.4.1. When to Choose Batch

Choose batch processing when:

  • Data freshness of hours/days is acceptable
  • Volume is large but can be processed overnight
  • Transformations are complex and benefit from full dataset context
  • Cost efficiency matters more than immediacy

Fabric tools for batch: Pipelines, Dataflow Gen2, Notebooks (scheduled), Data Warehouse loads

Alvin Varughese
Written byAlvin Varughese
Founder•15 professional certifications