Hadoop - Modern Data Architecture with HadoopWhich 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)Check Answer
Step-by-Step SolutionSolution:Step 1: Understand batch layer processingThe batch layer processes all historical data, so the syntax should reflect processing all data.Step 2: Match syntax to batch processingbatch_data = process_all(historical_data) shows processing all historical data, which fits batch layer role.Final Answer:batch_data = process_all(historical_data) -> Option DQuick 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 layerUsing query syntax for batch processingMixing storage with processing
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