Free Snowflake ARA-R01 Exam Questions

Become Snowflake Certified with updated ARA-R01 exam questions and correct answers

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Total 166 Questions | Updated On: Feb 19, 2026

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Question 1

A company has built a data pipeline using Snowpipe to ingest files from an Amazon S3 bucket. Snowpipe is configured to load data into staging database tables. Then a task runs to load the data from the staging database tables into the reporting database tables. The company is satisfied with the availability of the data in the reporting database tables, but the reporting tables are not pruning effectively. Currently, a size 4X-Large virtual warehouse is being used to query all of the tables in the reporting database. What step can be taken to improve the pruning of the reporting tables?

A : Eliminate the use of Snowpipe and load the files into internal stages using PUT commands.

B : Increase the size of the virtual warehouse to a size 5X-Large.

C : Use an ORDER BY command to load the reporting tables.

D : Create larger files for Snowpipe to ingest and ensure the staging frequency does not exceed 1 minute.

Answer: C

Question 2

Which system functions does Snowflake provide to monitor clustering information within a table (Choose two.)

A : SYSTEM$CLUSTERING_INFORMATION

B : SYSTEM$CLUSTERING_USAGE

C : SYSTEM$CLUSTERING_DEPTH

D : SYSTEM$CLUSTERING_KEYS

E : SYSTEM$CLUSTERING_PERCENT

Answer: A,C

Question 3

What is a characteristic of event notifications in Snowpipe?

A : The load history is stored In the metadata of the target table.

B : Notifications identify the cloud storage event and the actual data in the files.

C : Snowflake can process all older notifications when a paused pipe Is resumed.

D : When a pipe Is paused, event messages received for the pipe enter a limited retention period.

Answer: D

Question 4

What are some of the characteristics of result set caches? (Choose three.)

A : Time Travel queries can be executed against the result set cache.

B : Snowflake persists the data results for 24 hours.

C : Each time persisted results for a query are used, a 24-hour retention period is reset.

D : The data stored in the result cache will contribute to storage costs.

E : The retention period can be reset for a maximum of 31 days.

F : The result set cache is not shared between warehouses.

Answer: B,C,E

Question 5

What Snowflake system functions are used to view and or monitor the clustering metadata for a table? (Select TWO).

A : SYSTEMSCLUSTERING

B : SYSTEMSTABLE_CLUSTERING

C : SYSTEMSCLUSTERING_DEPTH

D : SYSTEMSCLUSTERING_RATIO

E : SYSTEMSCLUSTERING_INFORMATION

Answer: C,E

Page: 1 / 34

Total 166 Questions | Updated On: Feb 19, 2026

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