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Snowflake DAA-C01 Exam Syllabus Topics:

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. A Data Analyst has created a custom filter called branch_region on a Snowflake dashboard. The filter contains a list of regions where the company has stores. How should the filter be referenced in dashboard queries?

A) $branch_region
B) ::branch_region
C) :branch_region
D) %branch_region

2. A Directed Acyclic Graph (DAG) of 12 tasks (ETLDAILY) failed because one of the tasks failed (STEP10), therefore the dependent tasks (STEP11 and STEP12) did not run. Which command is needed to re-run task STEP10 and the two dependent tasks?

A) EXECUTE TASK STEP10 RETRY LAST;
B) ALTER TASK ETLDAILY RESUME;
C) ALTER TASK STEP10 RESUME;
D) EXECUTE TASK ETLDAILY RETRY LAST;

3. A large, complicated query is used to generate a data set for a report on the most recent month. It is taking longer than expected. A review of the Query Profile shows excessive spilling. How can the performance of the query be improved WITHOUT increasing costs?

A) Change the source tables into external tables to establish and take advantage of custom partitioning.
B) Split the query into multiple steps, replacing Common Table Expressions (CTEs) with temporary tables to process the data in smaller batches.
C) Create a materialized view clustered on a date column, on the table that is causing the spilling.
D) Run the query against zero-copy clones of the source tables to avoid contention with other queries.

4. A Data Analyst wants to transform query results. Which transformation option will incur compute costs?

A) Showing a thousand separator for numeric columns.
B) Increasing or decreasing decimal precision.
C) Formatting date and timestamp columns.
D) Sorting a column by using the column options.

5. A Data Analyst is working with three tables:

Which query would return a list of all brokers, a count of the customers each broker has. and the total order amount of their customers (as shown below)?

A)

B)

C)

D)

Solutions: