Free Snowflake ARA-R01 Exam Questions

Become Snowflake Certified with updated ARA-R01 exam questions and correct answers

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Total 166 Questions | Updated On: Oct 28, 2025

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Question 1

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 2

An Architect is troubleshooting a query with poor performance using the QUERY function. The Architect observes that the COMPILATION_TIME Is greater than the EXECUTION_TIME. What is the reason for this?

A : The query is processing a very large dataset.

B : The query has overly complex logic.

C : The query Is queued for execution.

D : The query Is reading from remote storage

Answer: B

Question 3

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 4

Which of the below commands will use warehouse credits?

A : SHOW TABLES LIKE 'SNOWFL%';

B : SELECT MAX(FLAKE_ID) FROM SNOWFLAKE;

C : SELECT COUNT(*) FROM SNOWFLAKE;

D : SELECT COUNT(FLAKE_ID) FROM SNOWFLAKE GROUP BY FLAKE_ID;

Answer: B,C,D

Question 5

When loading data into a table that captures the load time in a column with a default value of either CURRENT_TIME () or CURRENT_TIMESTAMP() what will occur?

A : All rows loaded using a specific COPY statement will have varying timestamps based on when the rows were inserted.

B : Any rows loaded using a specific COPY statement will have varying timestamps based on when the rows were read from the source.

C : Any rows loaded using a specific COPY statement will have varying timestamps based on when the rows were created in the source.

D : All rows loaded using a specific COPY statement will have the same timestamp value.

Answer: D

Page: 1 / 34

Total 166 Questions | Updated On: Oct 28, 2025

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