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ARA-C01 Exam Dumps : SnowPro Advanced: Architect Certification Exam

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SnowPro Advanced: Architect Certification Exam Questions and Answers

Question 1

An Architect needs to design a solution for building environments for development, test, and pre-production, all located in a single Snowflake account. The environments should be based on production data.

Which solution would be MOST cost-effective and performant?

Options:

A.

Use zero-copy cloning into transient tables.

B.

Use zero-copy cloning into permanent tables.

C.

Use CREATE TABLE ... AS SELECT (CTAS) statements.

D.

Use a Snowflake task to trigger a stored procedure to copy data.

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Question 2

A company’s daily Snowflake workload consists of a huge number of concurrent queries triggered between 9pm and 11pm. At the individual level, these queries are smaller statements that get completed within a short time period.

What configuration can the company’s Architect implement to enhance the performance of this workload? (Choose two.)

Options:

A.

Enable a multi-clustered virtual warehouse in maximized mode during the workload duration.

B.

Set the MAX_CONCURRENCY_LEVEL to a higher value than its default value of 8 at the virtual warehouse level.

C.

Increase the size of the virtual warehouse to size X-Large.

D.

Reduce the amount of data that is being processed through this workload.

E.

Set the connection timeout to a higher value than its default.

Question 3

What Snowflake features should be leveraged when modeling using Data Vault?

Options:

A.

Snowflake’s support of multi-table inserts into the data model’s Data Vault tables

B.

Data needs to be pre-partitioned to obtain a superior data access performance

C.

Scaling up the virtual warehouses will support parallel processing of new source loads

D.

Snowflake’s ability to hash keys so that hash key joins can run faster than integer joins