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  1. Home
  2. Snowflake Certification
  3. SnowPro-Core Exam
  4. Snowflake.SnowPro-Core.v2024-10-07.q429 Dumps
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Question 11

Why would a customer size a Virtual Warehouse from an X-Small to a Medium?

Correct Answer: D
Reference: https://docs.snowflake.com/en/user-guide/warehouses-considerations.html
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Question 12

A user is loading JSON documents composed of a huge array containing multiple records into Snowflake. The user enables the strip__outer_array file format option What does the STRIP_OUTER_ARRAY file format do?

Correct Answer: B
The STRIP_OUTER_ARRAY file format option in Snowflake is used when loading JSON documents that are composed of a large array containing multiple records. When this option is enabled, it removes the outer array structure, which allows each record within the array to be loaded as a separate row in the table. This is particularly useful for efficiently loading JSON data that is structured as an array of records1.
References:
* Snowflake Documentation on JSON File Format
* [COF-C02] SnowPro Core Certification Exam Study Guide
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Question 13

What is the recommended file sizing for data loading using Snowpipe?

Correct Answer: A
Explanation
https://www.phdata.io/blog/how-to-optimize-snowpipe-data-load/#:~:text=Snowpipe%20is%20typically%20use
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Question 14

True or False: The COPY command must specify a File Format in order to execute.

Correct Answer: B
Explanation
Create Stage:
https://docs.snowflake.com/en/sql-reference/sql/create-stage.html
Create Table (STAGE_FILE_FORMAT option):
https://docs.snowflake.com/en/sql-reference/sql/create-table.html
Copy Into:
https://docs.snowflake.com/en/sql-reference/sql/copy-into-table.html
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Question 15

Which Snowflake architectural layer is responsible for a query execution plan?

Correct Answer: C
In Snowflake's architecture, the Cloud Services layer is responsible for generating the query execution plan.
This layer handles all the coordination, optimization, and management tasks, including query parsing, optimization, and compilation into an execution plan that can be processed by the Compute layer.
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