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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
1. 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) 
2. What are the PRIMARY reasons for using integrity constraints on Snowflake tables? (Select TWO).
A) To enforce that a value in a foreign key must match the value of a primary or unique key in a parent table.
B) To enable team members to see how tables relate to one another.
C) To enforce that records with a NOT NULL column must have values in that column.
D) To allow for clustering on the primary and foreign keys by specifying them as clustering keys.
E) To enforce that records with a UNIQUE column must have all distinct values in that column.
3. This command was executed:
SQL
SELECT seq4(), uniform(1, 10, RANDOM(12))
FROM TABLE(GENERATOR(TIMELIMIT => NULL))
ORDER BY 1;
How many rows will be generated?
A) An infinite number
B) 10
C) 0
D) 12
4. Why would an INFER_SCHEMA table function be used?
A) To detect the file metadata schema from staged data files that contain semi-structured 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 metadata schema from a table cell that contains JSON data
5. What potential problem can be identified in the Query profile below?
A) There Is inefficient pruning.
B) There is an exploding join
C) The query is not using a foreign Key.
D) There is query spilling.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B,C | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: B |

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