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Snowflake ARA-R01 Exam Questions

Exam Name: SnowPro Advanced: Architect Recertification
Exam Code: ARA-R01
Related Certification(s): Snowflake SnowPro Certification
Certification Provider: Snowflake
Number of ARA-R01 practice questions in our database: 162 (updated: Apr. 30, 2025)
Expected ARA-R01 Exam Topics, as suggested by Snowflake :
  • Topic 1: Accounts and Security: This section relates to creating a Snowflake account and a database strategy aligned with business needs. Users are tested for developing an architecture that satisfies data security, privacy, compliance, and governance standards.
  • Topic 2: Snowflake Architecture: This section assesses examining the advantages and constraints of different data models, devises data-sharing strategies, and developing architectural solutions that accommodate Development Lifecycles and workload needs.
  • Topic 3: Data Engineering: This section is about identifying the optimal data loading or unloading method to fulfill business requirements. Examine the primary tools within Snowflake's ecosystem and their integration with the platform.
  • Topic 4: Performance Optimization: This section is about summarizing performance tools, recommended practices, and their ideal application scenarios, addressing performance challenges within current architectures, and resolving them.
Disscuss Snowflake ARA-R01 Topics, Questions or Ask Anything Related

Jamie

10 hours ago
Thanks to Pass4Success for the relevant practice questions. The exam tested knowledge on Snowflake's integration with BI tools. Study the best practices for connecting and optimizing these integrations.
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Sylvia

12 days ago
SnowPro Advanced Architect recertified! Pass4Success made the prep process quick and efficient.
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Joseph

1 months ago
Passed the exam! There were questions on Snowflake's support for semi-structured data. Review how to query and optimize tables with JSON, Avro, and Parquet data.
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Micheline

2 months ago
Passed the recertification exam today. Couldn't have done it without Pass4Success!
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Jani

2 months ago
Pass4Success really helped me prepare efficiently. Expect questions on Snowflake's virtual warehouses and their scaling options. Understand how to design for optimal performance and cost.
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Malinda

2 months ago
Successfully recertified! The exam included scenarios on implementing data masking and dynamic data masking. Study how to apply these in complex data sharing scenarios.
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Erinn

2 months ago
Nailed the SnowPro Advanced Architect recert. Pass4Success questions were right on target.
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Mari

3 months ago
Grateful for Pass4Success's exam prep. Be prepared for questions on Snowflake's time travel and data retention features. Understand how to configure and use them effectively.
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Mozelle

3 months ago
Just passed! The exam tested knowledge on Snowflake's resource monitoring capabilities. Review how to set up and interpret resource monitors for different workloads.
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Deangelo

3 months ago
Recertification success! Pass4Success provided excellent exam prep in a short timeframe.
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Samira

4 months ago
I am pleased to announce that I passed the Snowflake SnowPro Advanced: Architect Recertification exam. Pass4Success practice questions were a key part of my preparation. One question that I struggled with was about performance optimization, particularly the use of result caching to improve query speed.
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Ty

4 months ago
Pass4Success's practice exams were spot-on. The actual exam had questions on implementing data lakes using Snowflake. Study the best practices for integrating external data sources.
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Sheldon

4 months ago
Recertification achieved! Pay attention to Snowflake's data clustering techniques. Expect questions on how to optimize table designs for better query performance.
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Minna

4 months ago
Excited to share that I passed the Snowflake SnowPro Advanced: Architect Recertification exam. The practice questions from Pass4Success were extremely useful. There was a challenging question on accounts and security, asking about the implementation of network policies to restrict access.
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Tawna

4 months ago
Thanks to Pass4Success, I aced the SnowPro Advanced Architect recertification in record time!
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Merilyn

5 months ago
Thanks to Pass4Success, I felt well-prepared. The exam included scenarios on disaster recovery. Make sure you understand Snowflake's failover and recovery options for various account types.
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Kimbery

5 months ago
Just passed the Snowflake SnowPro Advanced: Architect Recertification exam! Pass4Success practice questions were very helpful. One question that I found tricky was about Snowflake architecture, specifically the role of virtual warehouses in scaling compute resources.
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Vonda

5 months ago
Passed the recertification exam! There were questions on designing multi-cloud architectures. Study how Snowflake handles data sharing and replication across different cloud providers.
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Glory

5 months ago
Passed the recert exam with flying colors. Pass4Success questions were incredibly relevant.
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Dalene

5 months ago
I passed the Snowflake SnowPro Advanced: Architect Recertification exam, and the Pass4Success practice questions were a great resource. A question that caught me off guard was about data engineering, particularly the use of Snowpipe for continuous data ingestion. I wasn't sure about the best configuration for high-volume data.
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Eliz

6 months ago
Pass4Success really helped me prepare quickly. Be ready for questions on Snowflake's security features, especially around network policies and access control. Know how to configure these for complex scenarios.
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Sherly

6 months ago
Thrilled to announce that I passed the Snowflake SnowPro Advanced: Architect Recertification exam. The Pass4Success practice questions were spot on. One question that I found difficult was related to performance optimization, specifically about using materialized views to speed up query performance.
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Carman

6 months ago
Recertified as a SnowPro Advanced Architect! Pass4Success materials were a lifesaver.
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Hortencia

6 months ago
I successfully passed the Snowflake SnowPro Advanced: Architect Recertification exam, thanks to Pass4Success practice questions. There was a question on account security that puzzled me. It asked about the best practices for setting up multi-factor authentication and role-based access control.
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Jamie

7 months ago
Successfully recertified! The exam tested knowledge on optimizing query performance. Review Snowflake's query profiling tools and how to interpret their results.
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Alverta

7 months ago
Happy to share that I passed the Snowflake SnowPro Advanced: Architect Recertification exam. Pass4Success practice questions were a big help. One challenging question was about the Snowflake architecture, specifically how micro-partitions work. I had to think hard about how they optimize storage and query performance.
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Rory

7 months ago
Whew, that exam was tough! Grateful for Pass4Success helping me prepare so quickly.
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Bev

7 months ago
Grateful for Pass4Success's prep materials! The exam had tricky questions on data governance policies. Make sure you understand how to implement and manage them across different account structures.
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Erasmo

7 months ago
Just cleared the Snowflake SnowPro Advanced: Architect Recertification exam! The practice questions from Pass4Success were invaluable. There was a tricky question on setting up data pipelines in Snowflake. It asked about the best practices for using streams and tasks, and I wasn't completely confident in my answer.
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Princess

8 months ago
I recently passed the Snowflake SnowPro Advanced: Architect Recertification exam, and I must say, the Pass4Success practice questions were a great help. One question that stumped me was about optimizing query performance using clustering keys. I wasn't entirely sure how to choose the best clustering key for a large dataset, but I managed to pass the exam.
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Annamae

8 months ago
Just passed the SnowPro Advanced: Architect Recertification exam! Thanks to Pass4Success for the spot-on practice questions. Tip: Study Snowflake's data replication methods across regions and cloud providers. Expect scenario-based questions on this.
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Fernanda

8 months ago
Just passed the SnowPro Advanced Architect recert! Thanks Pass4Success for the spot-on practice questions.
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Galen

9 months ago
Passing the Snowflake SnowPro Advanced: Architect Recertification exam was a great achievement for me, and I owe a part of my success to Pass4Success practice questions. The exam covered topics like Accounts and Security, where I had to create a Snowflake account and a database strategy aligned with business needs. One question that I found particularly challenging was related to data security and compliance standards. Despite my uncertainty, I managed to pass the exam.
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Glenn

10 months ago
My exam experience for the Snowflake SnowPro Advanced: Architect Recertification was successful, thanks to the practice questions provided by Pass4Success. The Snowflake Architecture section tested my knowledge of data models, data-sharing strategies, and architectural solutions that accommodate Development Lifecycles and workload needs. One question that challenged me was about devising data-sharing strategies. Although I had some doubts, I was able to pass the exam.
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Bernardine

10 months ago
Successfully recertified as a Snowflake Architect! Pass4Success's practice tests were a lifesaver. Thanks for the efficient study material!
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Ashley

10 months ago
Just passed the SnowPro Advanced Architect recertification! Pass4Success's questions mirrored the real exam perfectly. Saved me so much time!
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Leoma

11 months ago
I recently passed the Snowflake SnowPro Advanced: Architect Recertification exam with the help of Pass4Success practice questions. The exam covered topics such as Accounts and Security, where I had to demonstrate my ability to develop an architecture that meets data security, privacy, compliance, and governance standards. One question that stood out to me was related to creating a database strategy aligned with business needs. I wasn't completely sure of the answer, but I managed to pass the exam.
upvoted 0 times
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Jerry

11 months ago
Performance optimization was a significant focus. You might encounter questions about query tuning and resource management. Familiarize yourself with Snowflake's query profile and how to interpret it for performance improvements. Pass4Success really helped me prepare efficiently for this challenging exam.
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Herminia

11 months ago
Phew! Just passed the SnowPro Advanced Architect recert. Pass4Success's practice questions were spot-on. Thanks for the quick prep!
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Earlean

12 months ago
SnowPro Advanced recert in the bag! Pass4Success's exam questions were crucial for my last-minute prep. Appreciate the help!
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Brianne

1 years ago
Nailed the Snowflake Architect recertification! Pass4Success's material covered all the right topics. Grateful for the time-saving resource.
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Free Snowflake ARA-R01 Exam Actual Questions

Note: Premium Questions for ARA-R01 were last updated On Apr. 30, 2025 (see below)

Question #1

A Snowflake Architect is designing a multi-tenant application strategy for an organization in the Snowflake Data Cloud and is considering using an Account Per Tenant strategy.

Which requirements will be addressed with this approach? (Choose two.)

Reveal Solution Hide Solution
Correct Answer: B, D

The Account Per Tenant strategy involves creating separate Snowflake accounts for each tenant within the multi-tenant application. This approach offers a number of advantages.

Option B: With separate accounts, each tenant's environment is isolated, making security and RBAC policies simpler to configure and maintain. This is because each account can have its own set of roles and privileges without the risk of cross-tenant access or the complexity of maintaining a highly granular permission model within a shared environment.

Option D: This approach also allows for each tenant to have a unique data shape, meaning that the database schema can be tailored to the specific needs of each tenant without affecting others. This can be essential when tenants have different data models, usage patterns, or application customizations.


Question #2

An Architect needs to grant a group of ORDER_ADMIN users the ability to clean old data in an ORDERS table (deleting all records older than 5 years), without granting any privileges on the table. The group's manager (ORDER_MANAGER) has full DELETE privileges on the table.

How can the ORDER_ADMIN role be enabled to perform this data cleanup, without needing the DELETE privilege held by the ORDER_MANAGER role?

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Question #3

A new user user_01 is created within Snowflake. The following two commands are executed:

Command 1-> show grants to user user_01;

Command 2 ~> show grants on user user 01;

What inferences can be made about these commands?

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Question #4

What Snowflake system functions are used to view and or monitor the clustering metadata for a table? (Select TWO).

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Correct Answer: C, E

The Snowflake system functions used to view and monitor the clustering metadata for a table are:

SYSTEM$CLUSTERING_INFORMATION

SYSTEM$CLUSTERING_DEPTH

Comprehensive But Short Explanation:

The SYSTEM$CLUSTERING_INFORMATION function in Snowflake returns a variety of clustering information for a specified table. This information includes the average clustering depth, total number of micro-partitions, total constant partition count, average overlaps, average depth, and a partition depth histogram. This function allows you to specify either one or multiple columns for which the clustering information is returned, and it returns this data in JSON format.

The SYSTEM$CLUSTERING_DEPTH function computes the average depth of a table based on specified columns or the clustering key defined for the table. A lower average depth indicates that the table is better clustered with respect to the specified columns. This function also allows specifying columns to calculate the depth, and the values need to be enclosed in single quotes.


SYSTEM$CLUSTERING_INFORMATION: Snowflake Documentation

SYSTEM$CLUSTERING_DEPTH: Snowflake Documentation

Question #5

What are characteristics of Dynamic Data Masking? (Select TWO).

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