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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

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.

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Question 2

A healthcare company is deploying a Snowflake account that may include Personal Health Information (PHI). The company must ensure compliance with all relevant privacy standards.

Which best practice recommendations will meet data protection and compliance requirements? (Choose three.)

Options:

A.

Use, at minimum, the Business Critical edition of Snowflake.

B.

Create Dynamic Data Masking policies and apply them to columns that contain PHI.

C.

Use the Internal Tokenization feature to obfuscate sensitive data.

D.

Use the External Tokenization feature to obfuscate sensitive data.

E.

Rewrite SQL queries to eliminate projections of PHI data based on current_role().

F.

Avoid sharing data with partner organizations.

Question 3

What are characteristics of the use of transactions in Snowflake? (Select TWO).

Options:

A.

Explicit transactions can contain DDL, DML, and query statements.

B.

The autocommit setting can be changed inside a stored procedure.

C.

A transaction can be started explicitly by executing a BEGIN WORK statement and ended explicitly by executing a COMMIT WORK statement.

D.

A transaction can be started explicitly by executing a BEGIN TRANSACTION statement and ended explicitly by executing an END TRANSACTION statement.

E.

Explicit transactions should contain only DML statements and query statements. All DDL statements implicitly commit active transactions.