Snowflake ARA-R01 Actual Free Exam Questions & Community Discussion

Exam Code/Number: ARA-R01
Exam Name/Title: SnowPro Advanced: Architect Recertification Exam
Certification Provider: Snowflake
Corresponding Certification: SnowPro Advanced: Architect

Exam Questions: 163
Updated On: Jun 03, 2026

Question #51

What is a characteristic of event notifications in Snowpipe?

A. When a pipe Is paused, event messages received for the pipe enter a limited retention period.

B. Notifications identify the cloud storage event and the actual data in the files.

C. Snowflake can process all older notifications when a paused pipe Is resumed.

D. The load history is stored In the metadata of the target table.

Discussion 0

Correct Answer: A Vote an answer

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Question #52

Consider the following COPY command which is loading data with CSV format into a Snowflake table from an internal stage through a data transformation query.

This command results in the following error:
SQL compilation error: invalid parameter 'validation_mode'
Assuming the syntax is correct, what is the cause of this error?

A. The VALIDATION_MODE parameter does not support COPY statements that transform data during a load.

B. The VALIDATION_MODE parameter supports COPY statements that load data from external stages only.

C. The value return_all_errors of the option VALIDATION_MODE is causing a compilation error.

D. The VALIDATION_MODE parameter does not support COPY statements with CSV file formats.

Discussion 0

Correct Answer: A Vote an answer

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Question #53

How do Snowflake databases that are created from shares differ from standard databases that are not created from shares? (Choose three.)

A. Shared databases cannot be cloned.

B. Shared databases are read-only.

C. Shared databases are not supported by Time Travel.

D. Shared databases must be refreshed in order for new data to be visible.

E. Shared databases will have the PUBLIC or INFORMATION_SCHEMA schemas without explicitly granting these schemas to the share.

F. Shared databases can also be created as transient databases.

Discussion 0

Correct Answer: A,B,C Vote an answer

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Question #54

Which system functions does Snowflake provide to monitor clustering information within a table (Choose two.)

A. SYSTEM$CLUSTERING_DEPTH

B. SYSTEM$CLUSTERING_USAGE

C. SYSTEM$CLUSTERING_KEYS

D. SYSTEM$CLUSTERING_INFORMATION

E. SYSTEM$CLUSTERING_PERCENT

Discussion 0

Correct Answer: A,D Vote an answer

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Question #55

A Snowflake Architect is designing a multiple-account design strategy.
This strategy will be MOST cost-effective with which scenarios? (Select TWO).

A. The company must use a specific network policy for certain users to allow and block given IP addresses.

B. The company security policy mandates the use of different Active Directory instances for the development, test, and production environments.

C. The company needs to share data between two databases, where one must support Payment Card Industry Data Security Standard (PCI DSS) compliance but the other one does not.

D. The company wants to clone a production database that resides on AWS to a development database that resides on Azure.

E. The company needs to support different role-based access control features for the development, test, and production environments.

Discussion 0

Correct Answer: B,C Vote an answer

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Question #56

An Architect needs to design a data unloading strategy for Snowflake, that will be used with the COPY INTO
<location> command.
Which configuration is valid?

A. Location of files: Azure ADLS
. File formats: JSON, XML, Avro, Parquet, ORC
. Compression: bzip2
. Encryption: User-supplied key

B. Location of files: Google Cloud Storage
. File formats: Parquet
. File encoding: UTF-8
Compression: gzip

C. Location of files: Amazon S3
. File formats: CSV, JSON
. File encoding: Latin-1 (ISO-8859)
. Encryption: 128-bit

D. Location of files: Snowflake internal location
. File formats: CSV, XML
. File encoding: UTF-8
. Encryption: 128-bit

Discussion 0

Correct Answer: B Vote an answer

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Question #57

What transformations are supported in the below SQL statement? (Select THREE).
CREATE PIPE ... AS COPY ... FROM (...)

A. Columns can be omitted.

B. Incoming data can be joined with other tables.

C. Columns can be reordered.

D. The ON ERROR - ABORT statement command can be used.

E. Data can be filtered by an optional where clause.

F. Type casts are supported.

Discussion 0

Correct Answer: A,C,E Vote an answer

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Question #58

A healthcare company wants to share data with a medical institute. The institute is running a Standard edition of Snowflake; the healthcare company is running a Business Critical edition.
How can this data be shared?

A. By default, sharing is supported from a Business Critical Snowflake edition to a Standard edition.

B. Set the share_restriction parameter on the shared object to false.

C. Contact Snowflake and they will execute the share request for the healthcare company.

D. The healthcare company will need to change the institute's Snowflake edition in the accounts panel.

Discussion 0

Correct Answer: B Vote an answer

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Question #59

A user, analyst_user has been granted the analyst_role, and is deploying a SnowSQL script to run as a background service to extract data from Snowflake.
What steps should be taken to allow the IP addresses to be accessed? (Select TWO).

A. ALTERUSERANALYST_USERSETNETWORK_POLICY='10.1.1.20';

B. ALTERROLEANALYST_ROLESETNETWORK_POLICY='ANALYST_POLICY';

C. ALTERUSERANALYSTJJSERSETNETWORK_POLICY='ANALYST_POLICY';

D. USE ROLE USERADMIN;
CREATE OR REPLACE NETWORK POLICY ANALYST_POLICY
ALLOWED_IP_LIST = ('10.1.1.20');

E. USE ROLE SECURITYADMIN;
CREATE OR REPLACE NETWORK POLICY ANALYST_POLICY ALLOWED_IP_LIST =
('10.1.1.20');

Discussion 0

Correct Answer: C,E Vote an answer

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Question #60

An Architect entered the following commands in sequence:

USER1 cannot find the table.
Which of the following commands does the Architect need to run for USER1 to find the tables using the Principle of Least Privilege? (Choose two.)

A. GRANT OWNERSHIP ON DATABASE SANDBOX TO USER INTERN;

B. GRANT USAGE ON SCHEMA SANDBOX.PUBLIC TO ROLE INTERN;

C. GRANT USAGE ON DATABASE SANDBOX TO ROLE INTERN;

D. GRANT ALL PRIVILEGES ON DATABASE SANDBOX TO ROLE INTERN;

E. GRANT ROLE PUBLIC TO ROLE INTERN;

Discussion 0

Correct Answer: B,C Vote an answer

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