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  1. Home
  2. Snowflake Certification
  3. COF-C02 Exam
  4. Snowflake.COF-C02.v2025-08-26.q885 Dumps
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Question 6

Which Snowflake feature or tool helps troubleshoot issues in SQL query expressions that commonly cause performance bottlenecks?

Correct Answer: D
The Snowflake feature that helps troubleshoot issues in SQL query expressions and commonly identify performance bottlenecks is the Query Profile. The Query Profile provides a detailed breakdown of a query's execution plan, including each operation's time and resources consumed. It visualizes the steps involved in the query execution, highlighting areas that may be causing inefficiencies, such as full table scans, large joins, or operations that could benefit from optimization.
By examining the Query Profile, developers and database administrators can identify and troubleshoot performance issues, optimize query structures, and make informed decisions about potential schema or indexing changes to improve performance.
References:
* Snowflake Documentation on Query Profile: Using the Query Profile
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Question 7

What metadata does Snowflake store for rows in micro-partitions? (Select TWO).

Correct Answer: A,B
Snowflake stores metadata for rows in micro-partitions, including the range of values for each column and the number of distinct values1.
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Question 8

How does Snowflake support Multi-Factor Authentication (MFA) with a second factor device?

Correct Answer: C
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Question 9

When is the VARIANT data type suitable when using semi-structured data? (Select TWO).

Correct Answer: A,D
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Question 10

How does Snowflake reorganize data when it is loaded? (Select TWO).

Correct Answer: B,C
When data is loaded into Snowflake, it undergoes a reorganization process where the data is stored in a columnar format and compressed. The columnar storage format enables efficient querying and data retrieval, as it allows for reading only the necessary columns for a query, thereby reducing IO operations. Additionally, Snowflake uses advanced compression techniques to minimize storage costs and improve performance. This combination of columnar storage and compression is key to Snowflake's data warehousing capabilities.
References:
* Snowflake Documentation: Data Storage and Organization
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