Snowflake ARA-R01 practice materials Questions Answers

Exam Code:
ARA-R01
Exam Name:
SnowPro Advanced: Architect Recertification Exam
Last Update:
Jun 01,2026

162 Questions Answers Verified by Experts!


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Page: 1 / 33
Total Questions: 162

Questions & Answers PDF

• Question 1

  

  An Architect has been asked to clone schema STAGING as it looked one week ago, Tuesday June 1st at 8:00 AM, to recover some objects.The STAGING schema has 50 days of retention. The Architect runs the following statement:CREATE SCHEMA STAGING_CLONE CLONE STAGING at (timestamp => '2021-06-01 08:00:00');The Architect receives the following error: Time travel data is not available for schema STAGING. The requested time is either beyond the allowed time travel period or before the object creation time.The Architect then checks the schema history and sees the following: CREATED_ON|NAME|DROPPED_ON2021-06-02 23:00:00 | STAGING | NULL2021-05-01 10:00:00 | STAGING | 2021-06-02 23:00:00How can cloning the STAGING schema be achieved?

  • Undrop the STAGING schema and then rerun the CLONE statement.
  • Modify the statement: CREATE SCHEMA STAGING_CLONE CLONE STAGING at (timestamp => '2021- 05-01 10:00:00');
  • Rename the STAGING schema and perform an UNDROP to retrieve the previous STAGING schema version, then run the CLONE statement.
  • Cloning cannot be accomplished because the STAGING schema version was not active during the proposed Time Travel time period.

  Reveal Answer Answer: D Next Question

• Question 2

  

  Company A would like to share data in Snowflake with Company B. Company B is not on the same cloud platform as Company

  • What is required to allow data sharing between these two companies?
  • Create a pipeline to write shared data to a cloud storage location in the target cloud provider.
  • Ensure that all views are persisted, as views cannot be shared across cloud platforms.
  • Setup data replication to the region and cloud platform where the consumer resides.
  • Company A and Company B must agree to use a single cloud platform: Data sharing is only possible if the companies share the same cloud provider.

  Reveal Answer Answer: C Next Question

• Question 3

  

  Which statements describe characteristics of the use of materialized views in Snowflake? (Choose two.)

  • They can include ORDER BY clauses.
  • They cannot include nested subqueries.
  • They can include context functions, such as CURRENT_TIME().
  • They can support MIN and MAX aggregates.
  • They can support inner joins, but not outer joins.

  Reveal Answer Answer: B, ,D Next Question

• Question 4

  

  An Architect is integrating an application that needs to read and write data to Snowflake without installing any additional software on the application server.How can this requirement be met?

  • Use SnowSQL.
  • Use the Snowpipe REST API.
  • Use the Snowflake SQL REST API.
  • Use the Snowflake ODBC driver.

  Reveal Answer Answer: C Next Question

• Question 5

  

  Files arrive in an external stage every 10 seconds from a proprietary system. The files range in size from 500 K to 3 MB. The data must be accessible by dashboards as soon as it arrives.How can a Snowflake Architect meet this requirement with the LEAST amount of coding? (Choose two.)

  • Use Snowpipe with auto-ingest.
  • Use a COPY command with a task.
  • Use a materialized view on an external table.
  • Use the COPY INTO command.
  • Use a combination of a task and a stream.

  Reveal Answer Answer: A, ,E Next Question

• Question 6

  

  An Architect for a multi-national transportation company has a system that is used to check the weather conditions along vehicle routes. The data is provided to drivers.The weather information is delivered regularly by a third-party company and this information is generated as JSON structure. Then the data is loaded into Snowflake in a column with a VARIANT data type. Thistable is directly queried to deliver the statistics to the drivers with minimum time lapse. A single entry includes (but is not limited to):Weather condition; cloudy, sunny, rainy, etc.DegreeLongitude and latitudeTimeframeLocation addressWindThe table holds more than 10 years' worth of data in order to deliver the statistics from different years and locations. The amount of data on the table increases every day.The drivers report that they are not receiving the weather statistics for their locations in time. What can the Architect do to deliver the statistics to the drivers faster?

  • Create an additional table in the schema for longitude and latitude. Determine a regular task to fill this information by extracting it from the JSON dataset.
  • Add search optimization service on the variant column for longitude and latitude in order to query the information by using specific metadata.
  • Divide the table into several tables for each year by using the timeframe information from the JSON dataset in order to process the queries in parallel.
  • Divide the table into several tables for each location by using the location address information from the JSON dataset in order to process the queries in parallel.

  Reveal Answer Answer: B Next Question

• Question 7

  

  What are purposes for creating a storage integration? (Choose three.)

  • Control access to Snowflake data using a master encryption key that is maintained in the cloud provider’s key management service.
  • Store a generated identity and access management (IAM) entity for an external cloud provider regardless of the cloud provider that hosts the Snowflake account.
  • Support multiple external stages using one single Snowflake object.
  • Avoid supplying credentials when creating a stage or when loading or unloading data.
  • Create private VPC endpoints that allow direct, secure connectivity between VPCs without traversing the public internet.
  • Manage credentials from multiple cloud providers in one single Snowflake object.

  Reveal Answer Answer: B,C,D Next Question

• Question 8

  

  A retailer's enterprise data organization is exploring the use of Data Vault 2.0 to model its data lake solution. A Snowflake Architect has been asked to provide recommendations for using Data Vault 2.0 on Snowflake.What should the Architect tell the data organization? (Select TWO).

  • Change data capture can be performed using the Data Vault 2.0 HASH_DIFF concept.
  • Change data capture can be performed using the Data Vault 2.0 HASH_DELTA concept.
  • Using the multi-table insert feature in Snowflake, multiple Point-in-Time (PIT) tables can be loaded in parallel from a single join query from the data vault.
  • Using the multi-table insert feature, multiple Point-in-Time (PIT) tables can be loaded sequentially from a single join query from the data vault.
  • There are performance challenges when using Snowflake to load multiple Point-in-Time (PIT) tables in parallel from a single join query from the data vault.

  Reveal Answer Answer: A, ,C Next Question

• Question 9

  

  What is a characteristic of Role-Based Access Control (RBAC) as used in Snowflake?

  • Privileges can be granted at the database level and can be inherited by all underlying objects.
  • A user can use a "super-user" access along with securityadmin to bypass authorization checks and access all databases, schemas, and underlying objects.
  • A user can create managed access schemas to support future grants and ensure only schema owners can grant privileges to other roles.
  • A user can create managed access schemas to support current and future grants and ensure only object owners can grant privileges to other roles.

  Reveal Answer Answer: C Next Question

• Question 10

  

  The following table exists in the production database:A regulatory requirement states that the company must mask the username for events that are older than six months based on the current date when the data is queried.How can the requirement be met without duplicating the event data and making sure it is applied when creating views using the table or cloning the table?

  • Use a masking policy on the username column using a entitlement table with valid dates.
  • Use a row level policy on the user_events table using a entitlement table with valid dates.
  • Use a masking policy on the username column with event_timestamp as a conditional column.
  • Use a secure view on the user_events table using a case statement on the username column.

  Reveal Answer Answer: C Next Question

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Total Questions: 162

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