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Snowflake SnowPro® Core Certification (COF-C03) Sample Questions (Q711-Q716):

NEW QUESTION # 711
Which of the following are benefits of micro-partitioning? (Select TWO)

Answer: B,D

Explanation:
Micro-partitions in Snowflake are immutable objects, which means once they are written, they cannot be modified. This immutability supports the use of Time Travel, allowing users to access historical data within a defined period. Additionally, micro-partitions can significantly reduce the amount of I/O from object storage to virtual warehouses. This is because Snowflake's query optimizer can skip over micro-partitions that do not contain relevant data for a query, thus reducing the amount of data that needs to be scanned and transferred.
References: [COF-C02] SnowPro Core Certification Exam Study Guide
https://docs.snowflake.com/en/user-guide/tables-clustering-micropartitions.html


NEW QUESTION # 712
Query compilation occurs in which architecture layer of the Snowflake Cloud Data Platform?

Answer: D

Explanation:
Query compilation in Snowflake occurs in the Cloud Services layer. This layer is responsible for coordinating and managing all aspects of the Snowflake service, including authentication, infrastructure management, metadata management, query parsing and optimization, and security. By handling these tasks, the Cloud Services layer enables the Compute layer to focus on executing queries, while the Storage layer is dedicated to persistently storing data.
References:
[COF-C02] SnowPro Core Certification Exam Study Guide
Snowflake Documentation on Snowflake Architecture1


NEW QUESTION # 713
Which of the following can be used when unloading data from Snowflake? (Choose two.)

Answer: A,C

Explanation:
The OBJECT_CONSTRUCT function is used in Snowflake to create a JSON object from relational data, which is useful when unloading semi-structured data. The SINGLE = TRUE parameter is used when unloading data to ensure that the data is exported as a single file, which can be up to 5 GB in size. References: [COF-C02] SnowPro Core Certification Exam Study Guide


NEW QUESTION # 714
A Snowflake user has been granted the create data EXCHANGE listing privilege with their role.
Which tasks can this user now perform on the Data Exchange? (Select TWO).

Answer: D,E

Explanation:
With the create data EXCHANGE listing privilege, a Snowflake user can modify the properties of listings and submit them for approval or publishing on the Data Exchange. This allows them to manage and share data sets with consumers effectively.References:Based on general data exchange practices in cloud services as of 2021.


NEW QUESTION # 715
What feature of Snowflake Continuous Data Protection can be used for maintenance of historical data?

Answer: A

Explanation:
Snowflake's Time Travel feature is used for the maintenance of historical data, allowing users to access and restore data that has been changed or deleted within a defined period4.


NEW QUESTION # 716
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