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Why does clustering improve query performance in partitioned dbt tables?

hard🧠 Conceptual Q10 of 15
dbt - Performance Optimization
Why does clustering improve query performance in partitioned dbt tables?
ABecause clustering sorts data within partitions, reducing scan size
BBecause clustering compresses data to reduce I/O
CBecause clustering encrypts data for faster access
DBecause clustering duplicates data for redundancy
Step-by-Step Solution
Solution:
  1. Step 1: Understand clustering effect on data layout

    Clustering sorts data inside each partition, grouping similar rows together.
  2. Step 2: Explain how sorting reduces query cost

    Sorted data allows queries to scan fewer rows, improving speed and reducing resource use.
  3. Final Answer:

    Because clustering sorts data within partitions, reducing scan size -> Option A
  4. Quick Check:

    Clustering = sorting inside partitions for faster queries [OK]
Quick Trick: Clustering sorts data inside partitions to speed queries [OK]
Common Mistakes:
MISTAKES
  • Confusing clustering with compression
  • Thinking clustering encrypts data
  • Assuming clustering duplicates data

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