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3. Batch vs Streaming Pipelines

Ratra 2 vajta batch vs live click stream — kadhi konta.

What you will learn in this chapter

  • Batch jobs explained
  • Streaming idea without hype
  • When batch is enough
  • Latency vs cost trade-off
  • Practice

Fictional labs

India retail stories (Raja Traders Nagpur, Mauli Dairy Pune) are fictional. Spark samples are tiny/local — no live cluster claimed.

Concepts in this chapter

  1. 3.1Batch Jobs
  2. 3.2Streaming Idea
  3. 3.3When Batch Is Enough
  4. 3.4Practice, Tip and Close

The chapter recap is at the end of the last concept page.