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Snowflake SnowPro Advanced Administrator Sample Questions (Q23-Q28):

NEW QUESTION # 23
A company has many users in the role ANALYST who routinely query Snowflake through a reporting tool.
The Administrator has noticed that the ANALYST users keep two
small clusters busy all of the time, and occasionally they need three or four clusters of that size.
Based on this scenario, how should the Administrator set up a virtual warehouse to MOST efficiently support this group of users?

A. Create four virtual warehouses (sized Small through XL) and set them to auto-suspend and auto-resume.Have users in the ANALYST role select the appropriate warehouse based on how many queries are being run.
B. Create a multi-cluster warehouse with MIN_CLUSTERS set to 1. Give MANAGE privileges to the ANALYST role so this group can start and stop the warehouse, and increase the number of clusters as needed.
C. Create a standard X-Large warehouse, which is equivalent to four small clusters. Set the warehouse to auto-resume and auto-suspend, and give USAGE privileges to the ANALYST role.
D. Create a multi-cluster warehouse with MIN_CLUSTERS set to 2. Set the warehouse to auto-resume and auto-suspend, and give USAGE privileges to the ANALYST role. Allow the warehouse to auto-scale.

Answer: D

Explanation:
Explanation
According to the Snowflake documentation1, a multi-cluster warehouse is a virtual warehouse that consists of multiple clusters of compute resources that can scale up or down automatically to handle the concurrency and performance needs of the queries submitted to the warehouse. A multi-cluster warehouse has a minimum and maximum number of clusters that can be specified by the administrator. Option B is the most efficient way to support the group of users, as it allows the administrator to create a multi-cluster warehouse with MIN_CLUSTERS set to 2, which means that the warehouse will always have two clusters running to handle the standard workload. The warehouse can also auto-scale up to the maximum number of clusters (which can be set according to the peak workload) when there is a spike in demand, and then scale down when the demand decreases. The warehouse can also auto-resume and auto-suspend, which means that the warehouse will automatically start when a query is submitted and automatically stop after a period of inactivity. The administrator can also give USAGE privileges to the ANALYST role, which means that the users can use the warehouse to execute queries and load data, but not modify or operate the warehouse. Option A is not efficient, as it requires the users to manually start and stop the warehouse, and increase the number of clusters as needed, which can be time-consuming and error-prone. Option C is not efficient, as it creates a standard X-Large warehouse, which is equivalent to four small clusters, which may be more than needed for the standard workload, and may not be enough for the peak workload. Option D is not efficient, as it creates four virtual warehouses of different sizes, which can be confusing and cumbersome for the users to select the appropriate warehouse based on how many queries are being run, and may also result in wasted resources and costs.

NEW QUESTION # 24
A data provider wants to share data from multiple databases with a data consumer account.
How can this be accomplished?

A. The data provider needs to create a secure view and grant the USAGE privilege on each database referenced by the secure view.
B. The data provider needs to create a secure view and grant the REFERENCE_USAGE privilege on each database referenced by the secure view.
C. The data provider needs to create a secure view and grant the REFERENCE_USAGE privilege to a database role to include objects from multiple databases in a share
D. The data provider needs to create a secure view and must grant the REFERENCE_USAGE privilege on the database where the secure view is created.

Answer: B

Explanation:
Explanation
Option B is the correct answer because it follows the steps described in the Snowflake documentation for sharing data from multiple databases using secure views. The data provider needs to grant the REFERENCE_USAGE privilege on each database that contains objects referenced by the secure view, and the USAGE privilege only on the database where the secure view is created. Option A is incorrect because it grants the USAGE privilege instead of the REFERENCE_USAGE privilege. Option C is incorrect because it grants the REFERENCE_USAGE privilege to a database role, which is not supported. Option D is incorrect because it grants the REFERENCE_USAGE privilege on the wrong database.

NEW QUESTION # 25
An Administrator wants to delegate the administration of a company's data exchange to users who do not have access to the ACCOUNTADMIN role.
How can this requirement be met?

A. Grant usage on data exchange EXCHANGE_NAME to ROLE_NAME;
B. Grant modify on data exchange EXCHANGE_NAME to ROLE_NAME;
C. Grant ownership on data exchange EXCHANGE_NAME to ROLE NAME;
D. Grant imported privileges on data exchange EXCHANGE_NAME to ROLE_NAME;

Answer: B

Explanation:
According to the [GRANT MODIFY] documentation, the MODIFY privilege on a data exchange allows a role to perform administrative tasks on the data exchange, such as inviting members, approving profiles, and reviewing listings. This privilege can be granted by the ACCOUNTADMIN role or a role that already has the MODIFY privilege on the data exchange. Therefore, to delegate the administration of a company's data exchange to users who do not have access to the ACCOUNTADMIN role, the best option is to grant the MODIFY privilege on the data exchange to a role that the users can assume. The other options are incorrect because:
* A. There is no such privilege as IMPORTED PRIVILEGES in Snowflake. The correct privilege name is IMPORT SHARE, which allows a role to create a database from a share. This privilege is not related to the administration of a data exchange, but to the consumption of shared data.
* C. There is no such privilege as OWNERSHIP in Snowflake. The correct privilege name is OWNED BY, which indicates the role that owns an object and has full control over it. However, this privilege cannot be granted or revoked, but only transferred by the current owner to another role using the GRANT OWNERSHIP command. Therefore, this option is not feasible for delegating the administration of a data exchange.
* D. The USAGE privilege on a data exchange allows a role to access the data exchange and view the available data listings. This privilege does not allow a role to perform administrative tasks on the data exchange, such as inviting members, approving profiles, and reviewing listings. Therefore, this option is not sufficient for delegating the administration of a data exchange.

NEW QUESTION # 26
Which command can temporarily disable Multi-factor Authentication (MFA) for the Snowflake username user1 for 24 hours?

A. alter user userl set HOURS_TO_BYPASS_MFA=24;
B. alter user userl set DISABLE_MFA=1440;
C. alter user userl set MINS_TO_BYPASS_MFA=1440;
D. alter user userl set TEMPORARY_MFA_BYPASS=1440;

Answer: C

Explanation:
According to the Snowflake documentation1, the MINS_TO_BYPASS_MFA property specifies the number of minutes to temporarily disable MFA for a user so that they can log in without the temporary token generated by the Duo Mobile application. After the time passes, MFA is enforced and the user cannot log in without the token. Therefore, to disable MFA for 24 hours, the value of this property should be set to 1440 minutes (24 x 60). Option B is incorrect because the DISABLE_MFA property is a boolean value that permanently disables MFA for a user, not a numeric value that specifies the duration. Option C is incorrect because there is no such property as TEMPORARY_MFA_BYPASS in Snowflake. Option D is incorrect because there is no such property as HOURS_TO_BYPASS_MFA in Snowflake.

NEW QUESTION # 27
What Snowflake capabilities are commonly used in rollback scenarios? (Select TWO).

A. CREATE TABLE prd_table_bkp CLONE prd_table BEFORE (STATEMENT => 'problematic_query_id');
B. CREATE TABLE prd_table_bkp AS SELECT * FROM TABLE(RESULT_SCAN('problematic_query_id'));
C. ALTER TABLE prd_table SWAP WITH prd_table_bkp;
D. SELECT SYSTEM$CANCEL_QUERY('problematic_query_id');
E. Contact Snowflake Support to retrieve Fail-safe data.

Answer: A,C

Explanation:
Scenario: You want to rollback changes due to a problematic query (e.g., accidental data modification or corruption). Snowflake provides two powerful tools:
✅ B. CLONE ... BEFORE (STATEMENT => 'query_id')
This uses Time Travel + Zero-Copy Cloning.
You can clone a table as it existed before a specific query.
It creates a full copy of the table's state at that moment without duplicating storage.
Example:
CREATE TABLE prd_table_bkp CLONE prd_table
BEFORE (STATEMENT => '01a2b3c4-0000-0000-0000-123456789abc');
✅ D. ALTER TABLE ... SWAP WITH ...
Once you've cloned the backup, you can swap it with the live table.
This is a fast, atomic operation - ideal for rollback.
Example:
ALTER TABLE prd_table SWAP WITH prd_table_bkp;
❌ Why the Other Options Are Incorrect:
A . SELECT SYSTEM$CANCEL_QUERY(...)
Cancels a currently running query - doesn't help if the query already executed and caused damage.
C . CREATE TABLE ... AS SELECT * FROM RESULT_SCAN(...)
Reconstructs results, not the original table.
Only captures output rows, not full table state.
Not ideal for rollback.
E . Contact Snowflake Support to retrieve Fail-safe data
Fail-safe is for disaster recovery only, and only accessible by Snowflake support.
It's not intended for routine rollback or recovery and has a 7-day fixed retention (non-configurable).
SnowPro Administrator Reference:
Zero-Copy Cloning with Time Travel
ALTER TABLE SWAP
System Functions - SYSTEM$CANCEL_QUERY
Fail-safe Overview

NEW QUESTION # 28
......

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