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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. A Data Analyst needs a sample of 10 rows from a table FCT_SALES that has billions of rows. Which commands can be used to accomplish this? (Select TWO).

A) SELECT * FROM FCT_SALES SAMPLE 10;
B) SELECT TOP (10 ROWS) * FROM FCT_SALES;
C) SELECT TOP 10 ROWS * FROM FCT_SALES;
D) SELECT TOP 10 * FROM FCT_SALES;
E) SELECT * FROM FCT_SALES SAMPLE (10 ROWS);

2. A Data Analyst has a very large table with columns that contain country and city names. Which query will provide a very quick estimate of the total number of different values of these two columns?

A) SELECT COUNT(DISTINCT country, city) FROM TABLE1;
B) SELECT DISTINCT COUNT(country, city) FROM TABLE1;
C) SELECT HLL(country, city) FROM TABLE1;
D) SELECT COUNT(country, city) FROM TABLE1;

3. This query is run:
SQL
SELECT
customer.id,
ANY_VALUE(customer.name),
SUM(orders.value)
FROM customer
JOIN orders ON customer.id = orders.customer_id
GROUP BY customer.id;
What is the effect of ANY_VALUE in this syntax?

A) It will return an equivalent NULL value when the expression is evaluated.
B) It will return a value equivalent to the median of those generated by the expression, which may be a non-deterministic result.
C) It will return the minimum value of those generated by the expression, with a deterministic result.
D) It will return some value of the expression from the group, with a non-deterministic result.

4. 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 UNIQUE column must have all distinct 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 NOT NULL column must have values in that column.

5. A Data Analyst creates a dashboard showing the total credit consumption for each virtual warehouse as follows:

Why is the query failing?

A) INFORMATION_SCHEMA should be used instead of ACCOUNT_USAGE.
B) DB1 must be authorized to have SELECT access to ACCOUNT_USAGE.
C) The current database context must be changed to SNOWFLAKE.
D) The query must be executed by a user with the ACCOUNTADMIN role.

Solutions: