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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

A company's Architect needs to find an efficient way to get data from an external partner, who is also a Snowflake user. The current solution is based on daily JSON extracts that are placed on an FTP server and uploaded to Snowflake manually. The files are changed several times each month, and the ingestion process needs to be adapted to accommodate these changes.

What would be the MOST efficient solution?

Options:

A.

Ask the partner to create a share and add the company's account.

B.

Ask the partner to use the data lake export feature and place the data into cloud storage where Snowflake can natively ingest it (schema-on-read).

C.

Keep the current structure but request that the partner stop changing files, instead only appending new files.

D.

Ask the partner to set up a Snowflake reader account and use that account to get the data for ingestion.

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Question 2

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.

Question 3

A user, analyst_user has been granted the analyst_role, and is deploying a SnowSQL script to run as a background service to extract data from Snowflake.

What steps should be taken to allow the IP addresses to be accessed? (Select TWO).

Options:

A.

ALTERROLEANALYST_ROLESETNETWORK_POLICY='ANALYST_POLICY';

B.

ALTERUSERANALYSTJJSERSETNETWORK_POLICY='ANALYST_POLICY';

C.

ALTERUSERANALYST_USERSETNETWORK_POLICY='10.1.1.20';

D.

USE ROLE SECURITYADMIN;CREATE OR REPLACE NETWORK POLICY ANALYST_POLICY ALLOWED_IP_LIST = ('10.1.1.20');

E.

USE ROLE USERADMIN;CREATE OR REPLACE NETWORK POLICY ANALYST_POLICYALLOWED_IP_LIST = ('10.1.1.20');