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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. What are the PRIMARY reasons for using integrity constraints on Snowflake tables? (Select TWO).

A) To enable team members to see how tables relate to one another.
B) To allow for clustering on the primary and foreign keys by specifying them as clustering keys.
C) To enforce that a value in a foreign key must match the value of a primary or unique key in a parent table.
D) To enforce that records with a NOT NULL column must have values in that column.
E) To enforce that records with a UNIQUE column must have all distinct values in that column.

2. What option would allow a Data Analyst to efficiently estimate cardinality on a data set that contains trillions of rows?

A) Count(Distinct *)/Count(*)
B) HLL(*)
C) SYSTEM$ESTIMATE
D) Count(Distinct *)

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

4. A Data Analyst runs a query in a Snowflake worksheet, and selects a numeric column from the result grid.
What automatically-generated contextual statistic can be visualized?

A) A key distribution
B) A histogram, displayed for all numeric, date, and time columns
C) A frequency distribution, displayed for all numeric columns
D) MIN/MAX values for the column

5. Why would an INFER_SCHEMA table function be used?

A) To detect the metadata schema from a table cell that contains JSON data
B) To detect the file metadata schema from staged data files that contain unstructured data
C) To retrieve the column definitions from a previously-loaded database table
D) To detect the file metadata schema from staged data files that contain semi-structured data

Solutions: