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What will be the effect of adding limit 10 to a dbt model query during profiling?

medium📝 Predict Output Q5 of 15
dbt - Performance Optimization

What will be the effect of adding limit 10 to a dbt model query during profiling?

AIt increases execution time due to overhead
BIt reduces the query execution time by limiting rows processed
CIt has no effect on query profiling
DIt causes the query to fail
Step-by-Step Solution
Solution:
  1. Step 1: Understand the role of LIMIT in SQL

    LIMIT restricts the number of rows returned, reducing data processed.
  2. Step 2: Connect LIMIT effect to query profiling

    Less data means faster execution and quicker profiling results.
  3. Final Answer:

    It reduces the query execution time by limiting rows processed -> Option B
  4. Quick Check:

    LIMIT reduces rows = faster query [OK]
Quick Trick: Use LIMIT to speed up profiling by reducing rows [OK]
Common Mistakes:
MISTAKES
  • Thinking LIMIT adds overhead
  • Assuming LIMIT breaks profiling
  • Believing LIMIT has no effect

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