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Snowflake Certified SnowPro Associate - Platform Certification Sample Questions (Q79-Q84):

NEW QUESTION # 79
Which of the following statements are true regarding the 'SELECT ' command in Snowflake?

A. It is generally recommended for production environments due to its performance efficiency.
B. It selects all columns from all tables in the current database.
C. It selects all columns from a specified table or view.
D. It always returns the columns in the order they were defined in the table schema.
E. It can be used in conjunction with a 'WHERE' clause to filter the results.

Answer: C,E

Explanation:
'SELECT selects all columns from a specified table or view and can be used with a 'WHERE' clause. The column order is not guaranteed to be the defined order. `SELECT is generally discouraged in production as changes to the table schema can break applications relying on a specific column order or set of columns and it may return a lot of data unnecessarily. It only affects the table specified, not all tables in the database.

NEW QUESTION # 80
You are tasked with transferring ownership of a database named 'FINANCIAL DATA' from the
'ACCOUNTADMIN' role to a custom role named 'DATA GOVERNANCE'. After the transfer, the
'DATA GOVERNANCE' role should have full control over the database. Which of the following steps must be performed to ensure a successful ownership transfer?

A. Grant the 'OWNERSHIP' privilege on the database to the 'DATA_GOVERNANCE role using
"GRANT OWNERSHIP ON DATABASE FINANCIAL_DATA TO ROLE DATA GOVERNANCE$.
The DATA GOVERNANCE role must be the current role for the user performing the operation.
B. Grant the OWNERSHIP' privilege on the database to the 'DATA_GOVERNANCE role using
'GRANT OWNERSHIP ON DATABASE FINANCIAL_DATA TO ROLE DATA GOVERNANCE$.
Then, explicitly grant all other required privileges (e.g., USAGE, CREATE) on the database to the
`DATA GOVERNANCE role.
C. Execute the command: 'GRANT OWNERSHIP ON DATABASE FINANCIAL DATA TO ROLE DATA GOVERNANCE;'
D. Grant the 'OWNERSHIP privilege on the database to the 'DATA_GOVERNANCE role using
'GRANT OWNERSHIP ON DATABASE FINANCIAL_DATA TO _GOVERNANCE$. The user
executing this command must have the 'ACCOUNTADMIN' role, and the 'DATA_GOVERNANCE' role must already have ROLE DATA the 'USAGE privilege on the database and all schemas within it.
E. Grant the 'OWNERSHIP' privilege on the database to the 'DATA_GOVERNANCE role using
'GRANT OWNERSHIP ON DATABASE FINANCIAL_DATA TO ROLE DATA_GOVERNANCE;'
and ensure the role is active. No additional privileges are required.

Answer: E

Explanation:
The `GRANT OWNERSHIP command automatically revokes the OWNERSHIP privilege from the previous owner and grants it to the new owner. The user executing must have the necessary privileges to grant OWNERSHIP. The role receiving ownership needs no special privileges beforehand, as it is gaining complete control. Option C suggests 'USAGE privilege must be granted beforehand, which is not necessarily needed to transfer Ownership. Option D implies other privileges must be explictly granted but 'OWNERSHIP' already grants all permissions.
Option E requires that the DATA_GOVERNANCE role must be current role for user which is unnecessary.

NEW QUESTION # 81
A Snowflake account has the following role hierarchy: - ACCOUNTADMIN - SECURITYADMIN - DB_ADMIN - ETL USER - REPORT USER SECURITYADMIN reports to ACCOUNTADMIN, DB_ADMIN reports to SECURITYADMIN, ETL_USER and REPORT USER reports to DB_ADMIN. A user 'john.doe' has been granted the `REPORT USER role. 'john.doe' needs to execute a query that requires temporary table creation. However, the execution fails. Which of the following steps would CORRECTLY grant the minimum necessary privilege to 'john.doe' such that he can create temporary tables without compromising security or overly broad access?
Select all that apply:

A. Create a new custom role, Grant the 'CREATE TEMPORARY TABLE privilege on the database to Then, grant the 'TEMP_TABLE CREATOR role to the 'REPORT USER role.
B. Grant the 'CREATE TEMPORARY TABLE' privilege on the database to the 'DB_ADMIN' role.
Since 'REPORT_USER inherits from 'DB_ADMIN', 'john.doe' will gain the ability to create temporary tables.
C. Create a new custom role, 'TEMP TABLE CREATOR. Grant the 'CREATE TEMPORARY TABLE privilege on the database to `TEMP TABLE_CREATOR. Grant this new role, , directly to the user
'john.doe'.
D. Grant the 'CREATE TEMPORARY TABLE' privilege directly to the "REPORT_USER role.
'john.doe' will then have the required privilege to create temporary tables.
E. Grant the ACCOUNTADMIN role to the User john.doe

Answer: C,D

Explanation:
Options B and E are correct. Granting privileges directly to the role that needs them, or to the user, adheres to the principle of least privilege and avoids unintended privilege escalation through role hierarchy.Option A is incorrect because the correct choice will be to provide only privileges on temp table to the user. The privileges in that user role does not need to be escalated. Option C is incorrect because assigning the new custom role to report_user is a wrong approch, it will become a hierarchy and will be difficult to resolve, manage and maintain it. Option D is incorrect since granting ACCOUNTADMIN grants access to everything which goes against the principle of least privilege.

NEW QUESTION # 82
A Snowflake administrator is configuring network policies for their organization. They need to restrict access to their Snowflake account to only specific IP addresses associated with their corporate network. They create a network policy with an 'ALLOWED IP LIST. After activating the policy at the account level, users from outside the allowed IP range are still able to connect.
Which of the following reasons could explain why this is happening? (Choose all that apply)

A. The network policy was not activated at the account level correctly. Check using `SHOW PARAMETERS LIKE 'NETWORK_POLICY' IN ACCOUNT;'
B. There is another network policy active at the user level that overrides the account-level policy.
C. The user is connecting through a VPN that uses an IP address within the 'ALLOWED_IP_LIST.
D. The `BLOCKED IP LIST in the network policy is configured incorrectly, inadvertently allowing traffic from unauthorized IPs.
E. Snowflake does not enforce network policies until the virtual warehouse is restarted.

Answer: A,B,D

Explanation:
If the network policy isn't activated at the account level, it won't be enforced. User-level policies override account-level policies. An incorrectly configured `BLOCKED IP LIST might allow traffic through. Restarting the warehouse is not related to network policy enforcement. The VPN explanation would be the expected result if the user followed the rules, not a reason why things are not working. So only A, B and D apply to this situation.

NEW QUESTION # 83
A company uses Snowflake Cortex's CLASSIFY TEXT to categorize product reviews. They want to track the daily distribution of reviews across different categories ('Positive', 'Negative',
'Neutral'). They need to create a robust and efficient solution for reporting on this trend. Which of the following approaches offers the best combination of performance, maintainability, and cost- effectiveness? Select two options.

A. Reclassify all product reviews every night, overwriting the classification categories in a reporting dashboard.
B. Directly query the raw product reviews table with CLASSIFY _ TEXT and group by date and category in a reporting dashboard. This avoids any data warehousing steps.
C. Create a scheduled task that runs daily, classifies the new reviews using CLASSIFY TEXT, and inserts the results into a summary table with daily counts for each category.
D. Create a stream on the product reviews table and a task that is triggered by the stream. The task classifies the new reviews and updates a materialized view that contains the daily counts.
E. Create a stored procedure that performs the classification and updates a summary table. Call this stored procedure directly from the reporting dashboard whenever the dashboard is refreshed.

Answer: C,D

Explanation:
Options A and B offer the best balance. Option A provides scheduled execution and summary data, enabling efficient reporting. Option B uses streams and tasks to incrementally update a materialized view, which is also efficient and reduces processing time. Option C is inefficient because it performs the classification on every dashboard refresh. Option D has a similar problem as C. Option E leads to data overwriting.

NEW QUESTION # 84
......

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