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: Apr 23, 2025

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Question 1

An Architect would like to save quarter-end financial results for the previous six years.

Which Snowflake feature can the Architect use to accomplish this?

A : Search optimization service

B : Materialized view

C : Time Travel

D : Zero-copy cloning

E : Secure views

Answer: D

Question 2

When using the copy into < table > command with the CSV file format, how does the match_by_column_name parameter behave?

A : It expects a header to be present in the CSV file, which is matched to a case-sensitive table column name.

B : The parameter will be ignored.

C : The command will return an error.

D : The command will return a warning stating that the file has unmatched columns.

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 company has a Snowflake account named ACCOUNTA in AWS us-east-1 region. The company stores its marketing data in a Snowflake database named MARKET_DB. One of the company’s business partners has an account named PARTNERB in Azure East US 2 region. For marketing purposes the company has agreed to share the database MARKET_DB with the partner account. Which of the following steps MUST be performed for the account PARTNERB to consume data from the MARKET_DB database?

A : Create a new account (called AZABC123) in Azure East US 2 region. From account ACCOUNTA create a share of database MARKET_DB, create a new database out of this share locally in AWS us-east-1 region, and replicate this new database to AZABC123 account. Then set up data sharing to the PARTNERB account.

B : From account ACCOUNTA create a share of database MARKET_DB, and create a new database out of this share locally in AWS us-east-1 region. Then make this database the provider and share it with the PARTNERB account.

C : Create a new account (called AZABC123) in Azure East US 2 region. From account ACCOUNTA replicate the database MARKET_DB to AZABC123 and from this account set up the data sharing to the PARTNERB account

D : Create a share of database MARKET_DB, and create a new database out of this share locally in AWS us-east-1 region. Then replicate this database to the partner’s account PARTNERB.

Answer: C

Question 5

The Data Engineering team at a large manufacturing company needs to engineer data coming from many

sources to support a wide variety of use cases and data consumer requirements which include:

1) Finance and Vendor Management team members who require reporting and visualization

2) Data Science team members who require access to raw data for ML model development

3) Sales team members who require engineered and protected data for data monetization

What Snowflake data modeling approaches will meet these requirements? (Choose two.)

A : Consolidate data in the company’s data lake and use EXTERNAL TABLES.

B : Create a raw database for landing and persisting raw data entering the data pipelines.

C : Create a set of profile-specific databases that aligns data with usage patterns.

D : Create a single star schema in a single database to support all consumers’ requirements.

E : Create a Data Vault as the sole data pipeline endpoint and have all consumers directly access the Vault.

Answer: B,C

Page: 1 / 34

Total 166 Questions | Updated On: Apr 23, 2025

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