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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. There are two similarly-structured and sized tables, Table_a and Table_b, in a schema with data populated in both tables. A Data Analyst is running queries as part of a preliminary analysis of the data to check the MAX value of a numeric column named num which is present in both the tables:
* Query 1: SELECT MAX(num) FROM Table_a;
* Query 2: SELECT MAX(num) FROM Table_b;
After running the queries, the Analyst observed that Query 2 ran significantly slower than Query 1. Why is this occurring?

A) The USE_CACHED_RESULT was set to FALSE before running Query 2.
B) Table_b has a row-access policy defined.
C) A multi-cluster warehouse was used to run Query 1.
D) Table_b has more rows than Table_a.

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

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

3. When sharing views across accounts, which function should be used on the row access policy for the secure views to give users access to rows in a base table?

A) CURRENT_ACCOUNT
B) CURRENT_AVAILABLE_ROLES
C) CURRENT_ROLE
D) CURRENT_USER

4. 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 STEP10 RESUME;
C) ALTER TASK ETLDAILY RESUME;
D) EXECUTE TASK ETLDAILY RETRY LAST;

5. How can a Data Analyst automatically create a table structure for loading a Parquet file?

A) Use the INFER_SCHEMA together with the CREATE TABLE LIKE command.
B) Use INFER_SCHEMA together with the CREATE TABLE USING TEMPLATE command.
C) Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE USING TEMPLATE command.
D) Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE LIKE command.

Solutions: