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Snowflake SnowPro® Core Certification (COF-C03) Sample Questions (Q540-Q545):

NEW QUESTION # 540
How does the search optimization service help Snowflake users improve query performance?

A. It scans the local disk cache to avoid scans on the tables used in the Query.
B. It scans the micro-partitions based on the joins used in the queries and scans only join columns.
C. It keeps track of running queries and their results and saves those extra scans on the table.
D. II maintains a persistent data structure that keeps track of the values of the table's columns m each of its micro-partitions.

Answer: D

Explanation:
The search optimization service in Snowflake enhances query performance by maintaining a persistent data structure. This structure indexes the values of table columns across micro-partitions, allowing Snowflake to quickly identify which micro-partitions contain relevant data for a query. By efficiently narrowing down the search space, this service reduces the amount of data scanned during query execution, leading to faster response times and more efficient use of resources.References: Snowflake Documentation on Search Optimization Service

NEW QUESTION # 541
A virtual warehouse is created using the following command:
Create warehouse my_WH with
warehouse_size = MEDIUM
min_cluster_count = 1
max_cluster_count = 1
auto_suspend = 60
auto_resume = true;
The image below is a graphical representation of the warehouse utilization across two days.

What action should be taken to address this situation?

A. Lower the value of the parameter STATEMENT_QUEUED_TIMEOUT_IN_SECONDS.
B. Configure the warehouse to a multi-cluster warehouse.
C. Increase the warehouse size from Medium to 2XL.
D. Increase the value for the parameter MAX_CONCURRENCY_LEVEL.

Answer: B

Explanation:
The graphical representation of warehouse utilization indicates periods of significant queuing, suggesting that the current single cluster cannot efficiently handle all incoming queries.Configuring the warehouse to a multi-cluster warehouse will distribute the load among multiple clusters, reducing queuing times and improving overall performance1.
References = Snowflake Documentation on Multi-cluster Warehouses1

NEW QUESTION # 542
What can a Snowflake user do in the Admin area of Snowsight?

A. Analyze query performance.
B. Connect to Snowflake partners to explore extended functionality.
C. Write queries and execute them.
D. Provide an overview of the listings in the Snowflake Marketplace.

Answer: A

Explanation:
In the Admin area of Snowsight, users can analyze query performance, manage Snowflake warehouses, set up and view details about resource monitors, manage users and roles, and administer Snowflake accounts in their organization2.

NEW QUESTION # 543
Which command should be used to load data from a file, located in an external stage, into a table in Snowflake?

A. COPY
B. INSERT
C. PUT
D. GET

Answer: A

Explanation:
The COPY command is used in Snowflake to load data from files located in an external stage into a table.This command allows for efficient and parallelized data loading from various file formats1.
References = [COF-C02] SnowPro Core Certification Exam Study Guide, Snowflake Documentation

NEW QUESTION # 544
Which object can be used with Secure Data Sharing?

A. View
B. External table
C. User-Defined Function (UDF)
D. Materialized view

Answer: A

Explanation:
Views can be used with Secure Data Sharing in Snowflake.Materialized views, external tables, and UDFs are not typically shared directly for security and performance reasons2.

NEW QUESTION # 545
......

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