Free Practice Snowflake ARA-R01 Exam Questions 2025

Stay ahead with 100% Free SnowPro Advanced: Architect Recertification ARA-R01 Dumps Practice Questions

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Total 166 Questions | Updated On: Jun 04, 2025

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Question 1

Which SQL alter command will MAXIMIZE memory and compute resources for a Snowpark stored procedure when executed on the snowpark_opt_wh warehouse?

A :

B :

C :

D :

Answer: A

Question 2

How can an Architect enable optimal clustering to enhance performance for different access paths on a given table?

A : Create multiple clustering keys for a table.

B : Create multiple materialized views with different cluster keys.

C : Create super projections that will automatically create clustering.

D : Create a clustering key that contains all columns used in the access paths.

Answer: B

Question 3

An Architect is designing a pipeline to stream event data into Snowflake using the Snowflake Kafka connector. The Architect’s highest priority is to configure the connector to stream data in the MOST cost-effective manner. Which of the following is recommended for optimizing the cost associated with the Snowflake Kafka connector?

A : Utilize a higher Buffer.flush.time in the connector configuration.

B : Utilize a higher Buffer.size.bytes in the connector configuration.

C : Utilize a lower Buffer.size.bytes in the connector configuration.

D : Utilize a lower Buffer.count.records in the connector configuration.

Answer: A

Question 4

A healthcare company is deploying a Snowflake account that may include Personal Health Information (PHI). The company must ensure compliance with all relevant privacy standards. Which best practice recommendations will meet data protection and compliance requirements? (Choose three.)

A : Use, at minimum, the Business Critical edition of Snowflake.

B : Create Dynamic Data Masking policies and apply them to columns that contain PHI.

C : Use the Internal Tokenization feature to obfuscate sensitive data.

D : Use the External Tokenization feature to obfuscate sensitive data.

E : Rewrite SQL queries to eliminate projections of PHI data based on current_role().

F : Avoid sharing data with partner organizations.

Answer: A,B,D

Question 5

A company has an inbound share set up with eight tables and five secure views. The company plans to make the share part of its production data pipelines. Which actions can the company take with the inbound share? (Choose two.)

A : Clone a table from a share.

B : Grant modify permissions on the share.

C : Create a table from the shared database.

D : Create additional views inside the shared database.

E : Create a table stream on the shared table.

Answer: A,D

Page: 1 / 34

Total 166 Questions | Updated On: Jun 04, 2025

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