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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

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.

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Question 2

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?

Options:

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.

Question 3

Which columns can be included in an external table schema? (Select THREE).

Options:

A.

VALUE

B.

METADATASROW_ID

C.

METADATASISUPDATE

D.

METADAT A$ FILENAME

E.

METADATAS FILE_ROW_NUMBER

F.

METADATASEXTERNAL TABLE PARTITION