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What is the primary benefit of using clustering in a dbt model?

easy🧠 Conceptual Q1 of 15
dbt - Performance Optimization
What is the primary benefit of using clustering in a dbt model?
AImproves query performance by sorting data within partitions
BAutomatically partitions data by date
CCompresses data to reduce storage size
DEncrypts data for security
Step-by-Step Solution
Solution:
  1. Step 1: Understand clustering in dbt context

    Clustering organizes data within partitions to improve query speed by sorting related rows together.
  2. Step 2: Differentiate clustering from partitioning and other features

    Partitioning splits data into segments, compression reduces size, and encryption secures data, but clustering specifically sorts data inside partitions.
  3. Final Answer:

    Improves query performance by sorting data within partitions -> Option A
  4. Quick Check:

    Clustering benefit = Improved query speed [OK]
Quick Trick: Clustering sorts data inside partitions for faster queries [OK]
Common Mistakes:
MISTAKES
  • Confusing clustering with partitioning
  • Thinking clustering compresses data
  • Assuming clustering encrypts data

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