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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

How does a standard virtual warehouse policy work in Snowflake?

Options:

A.

It conserves credits by keeping running clusters fully loaded rather than starting additional clusters.

B.

It starts only if the system estimates that there is a query load that will keep the cluster busy for at least 6 minutes.

C.

It starts only f the system estimates that there is a query load that will keep the cluster busy for at least 2 minutes.

D.

It prevents or minimizes queuing by starting additional clusters instead of conserving credits.

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Question 2

An Architect needs to automate the daily Import of two files from an external stage into Snowflake. One file has Parquet-formatted data, the other has CSV-formatted data.

How should the data be joined and aggregated to produce a final result set?

Options:

A.

Use Snowpipe to ingest the two files, then create a materialized view to produce the final result set.

B.

Create a task using Snowflake scripting that will import the files, and then call a User-Defined Function (UDF) to produce the final result set.

C.

Create a JavaScript stored procedure to read. join, and aggregate the data directly from the external stage, and then store the results in a table.

D.

Create a materialized view to read, Join, and aggregate the data directly from the external stage, and use the view to produce the final result set

Question 3

Assuming all Snowflake accounts are using an Enterprise edition or higher, in which development and testing scenarios would be copying of data be required, and zero-copy cloning not be suitable? (Select TWO).

Options:

A.

Developers create their own datasets to work against transformed versions of the live data.

B.

Production and development run in different databases in the same account, and Developers need to see production-like data but with specific columns masked.

C.

Data is in a production Snowflake account that needs to be provided to Developers in a separate development/testing Snowflake account in the same cloud region.

D.

Developers create their own copies of a standard test database previously created for them in the development account, for their initial development and unit testing.

E.

The release process requires pre-production testing of changes with data of production scale and complexity. For security reasons, pre-production also runs in the production account.