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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

Which security, governance, and data protection features require, at a MINIMUM, the Business Critical edition of Snowflake? (Choose two.)

Options:

A.

Extended Time Travel (up to 90 days)

B.

Customer-managed encryption keys through Tri-Secret Secure

C.

Periodic rekeying of encrypted data

D.

AWS, Azure, or Google Cloud private connectivity to Snowflake

E.

Federated authentication and SSO

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Question 2

The following chart represents the performance of a virtual warehouse over time:

A Data Engineer notices that the warehouse is queueing queries. The warehouse is sizeX-Small, theminimum and maximum cluster counts are set to 1, thescaling policy is set to standard, andauto-suspend is set to 10 minutes.

How can the performance be improved?

Options:

A.

Change the cluster settings.

B.

Increase the size of the warehouse.

C.

Change the scaling policy to economy.

D.

Change auto-suspend to a longer time frame.

Question 3

What is a characteristic of loading data into Snowflake using the Snowflake Connector for Kafka?

Options:

A.

The Connector only works in Snowflake regions that use AWS infrastructure.

B.

The Connector works with all file formats, including text, JSON, Avro, Ore, Parquet, and XML.

C.

The Connector creates and manages its own stage, file format, and pipe objects.

D.

Loads using the Connector will have lower latency than Snowpipe and will ingest data in real time.