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Question 91 - ARA-C01 discussion

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An Architect is troubleshooting a query with poor performance using the QUERY_HIST0RY function. The Architect observes that the COMPILATIONJHME is greater than the EXECUTIONJTIME.

What is the reason for this?

A.
The query is processing a very large dataset.
Answers
A.
The query is processing a very large dataset.
B.
The query has overly complex logic.
Answers
B.
The query has overly complex logic.
C.
The query is queued for execution.
Answers
C.
The query is queued for execution.
D.
The query is reading from remote storage.
Answers
D.
The query is reading from remote storage.
Suggested answer: B

Explanation:

Compilation time is the time it takes for the optimizer to create an optimal query plan for the efficient execution of the query.It also involves some pruning of partition files, making the query execution efficient2

If the compilation time is greater than the execution time, it means that the optimizer spent more time analyzing the query than actually running it. This could indicate that the query has overly complex logic, such as multiple joins, subqueries, aggregations, or expressions.The complexity of the query could also affect the size and quality of the query plan, which could impact the performance of the query3

To reduce the compilation time, the Architect can try to simplify the query logic, use views or common table expressions (CTEs) to break down the query into smaller parts, or use hints to guide the optimizer.The Architect can also use the EXPLAIN command to examine the query plan and identify potential bottlenecks or inefficiencies4Reference:

1: SnowPro Advanced: Architect | Study Guide5

2: Snowflake Documentation | Query Profile Overview6

3: Understanding Why Compilation Time in Snowflake Can Be Higher than Execution Time7

4: Snowflake Documentation | Optimizing Query Performance8

:SnowPro Advanced: Architect | Study Guide

:Query Profile Overview

:Understanding Why Compilation Time in Snowflake Can Be Higher than Execution Time

:Optimizing Query Performance

asked 23/09/2024
Calvin Bolico
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