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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 table contains five columns and it has millions of records. The cardinality distribution of the columns is shown below:

Column C4 and C5 are mostly used by SELECT queries in the GROUP BY and ORDER BY clauses. Whereas columns C1, C2 and C3 are heavily used in filter and join conditions of SELECT queries.

The Architect must design a clustering key for this table to improve the query performance.

Based on Snowflake recommendations, how should the clustering key columns be ordered while defining the multi-column clustering key?

Options:

A.

C5, C4, C2

B.

C3, C4, C5

C.

C1, C3, C2

D.

C2, C1, C3

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Question 2

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.

Question 3

What integration object should be used to place restrictions on where data may be exported?

Options:

A.

Stage integration

B.

Security integration

C.

Storage integration

D.

API integration