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Which of the following is the correct syntax to describe the batch layer's data processing in Lambda architecture?

easy📝 Syntax Q3 of 15
Hadoop - Modern Data Architecture with Hadoop
Which of the following is the correct syntax to describe the batch layer's data processing in Lambda architecture?
Aspeed_data = process_stream(live_data)
Bstream_data = store(live_data)
Cserve_data = query(batch_data, speed_data)
Dbatch_data = process_all(historical_data)
Step-by-Step Solution
Solution:
  1. Step 1: Understand batch layer processing

    The batch layer processes all historical data, so the syntax should reflect processing all data.
  2. Step 2: Match syntax to batch processing

    batch_data = process_all(historical_data) shows processing all historical data, which fits batch layer role.
  3. Final Answer:

    batch_data = process_all(historical_data) -> Option D
  4. Quick Check:

    Batch processing syntax = batch_data = process_all(historical_data) [OK]
Quick Trick: Batch layer processes all historical data [OK]
Common Mistakes:
  • Confusing speed layer syntax with batch layer
  • Using query syntax for batch processing
  • Mixing storage with processing

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