New ADA-C02 Exam Labs & ADA-C02 Learning Materials

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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Management	20%	- Data sharing and replication - Database object management - Time Travel and Fail-safe - Data loading and unloading
Topic 2: Account Management and Security	25%	- Account management and billing - Security and governance management - User management and authentication - Role-Based Access Control (RBAC)
Topic 3: Performance and Monitoring	20%	- Query performance optimization - Clustering keys - Resource monitoring and management - Query history and profiling
Topic 4: Virtual Warehouses	20%	- Warehouse performance optimization - Resource monitors - Warehouse sizing and scaling - Virtual warehouse creation and management
Topic 5: Data Protection and Disaster Recovery	15%	- Data replication - Backup and restore procedures - Disaster recovery planning - Snowflake Marketplace

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q36-Q41):

NEW QUESTION # 36
An organization's sales team leverages this Snowflake query a few times a day:
SELECT CUSTOMER_ID, CUSTOMER_NAME, ADDRESS, PHONE_NO
FROM CUSTOMERS
WHERE LAST_UPDATED BETWEEN TO_DATE(CURRENT_TIMESTAMP) AND (TO_DATE(CURRENT_TIMESTAMP)-7);
What can the Snowflake Administrator do to optimize the use of persisted query results whenever possible?

A. Assign everyone on the sales team to the same security role.
B. Wrap the query in a User-Defined Function (UDF) to match syntax execution.
C. Assign everyone on the sales team to the same virtual warehouse.
D. Leverage the CURRENT_DATE function for date calculations.

Answer: D

Explanation:
Query result caching in Snowflake requires queries to be textually identical. Using CURRENT_TIMESTAMP causes queries to differ on each execution. By switching to CURRENT_DATE, the query becomes stable within a day, allowing Snowflake to reuse persisted results and improve performance.

NEW QUESTION # 37
If the query matches the definition, will Snowflake always dynamically rewrite the query to use a materialized view?

A. No, because the materialized view may not be up-to-date.
B. No, because joins are not supported by materialized views.
C. Yes, because materialized views are always faster.
D. No, because the optimizer might decide against it.

Answer: D

Explanation:
Even if a query matches the definition of a materialized view, the Snowflake optimizer may decide not to rewrite the query to use it. The optimizer evaluates factors such as freshness, cost, and efficiency before choosing whether or not to substitute the materialized view.

NEW QUESTION # 38
What are benefits of using Snowflake organizations? (Choose two.)

A. Administrators can monitor and understand usage across all accounts in the organization.
B. Administrators have the ability to create accounts in any available cloud provider or region.
C. Administrators can change Snowflake account editions on-demand based on need.
D. Administrators can simplify data movement across all accounts within the organization.
E. User administration is simplified across all accounts within the organization.

Answer: A,B

Explanation:
Snowflake organizations provide centralized usage monitoring across all accounts in the organization and give administrators the ability to create accounts in any supported cloud provider or region. These are the key benefits of using organizations in Snowflake.

NEW QUESTION # 39
An Administrator has a warehouse which is intended to have a credit quota set for 3000 for each calendar year. The Administrator needs to create a resource monitor that will perform the following tasks:
At 80% usage notify the account Administrators.
At 100% usage suspend the warehouse and notify the account Administrators.
At 120% stop all running executions, suspend the warehouse, and notify the account Administrators.
Which SQL command will meet these requirements?

A. create or replace resource monitor RM1 with credit_quota=3000
frequency = yearly
start_timestamp = '2022-01-01 00:00 CET'
triggers on 80 percent do notify
on 100 percent do suspend
on 120 percent do suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;
B. create or replace resource monitor RM1 with credit_quota=3000
start_timestamp = '2022-01-01 00:00 CET'
triggers on 80 percent do notify
on 100 percent do suspend
on 120 percent do suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;
C. create or replace resource monitor RM1 with credit_quota=3000
frequency = yearly
triggers on 80 percent do notify
on 100 percent do suspend
on 120 percent do suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;
D. create or replace resource monitor RM1 with credit_quota=3000
start_timestamp = '2022-01-01 00:00 CET'
triggers on 80 percent do notify
on 100 percent do notify and suspend
on 120 percent do notify and suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;

Answer: A

Explanation:
The requirement is to enforce a yearly quota of 3000 credits with notifications and suspensions at 80%, 100%, and 120%. The correct command must include frequency = yearly, and specify triggers: notify at 80%, suspend (and notify) at 100%, and suspend immediate (and notify) at 120%.

NEW QUESTION # 40
A Snowflake account is configured with SCIM provisioning for user accounts and has bi-directional synchronization for user identities. An Administrator with access to SECURITYADMIN uses the Snowflake UI to create a user by issuing the following commands:
use role USERADMIN;
create or replace role DEVELOPER_ROLE;
create user PTORRES PASSWORD = 'hello world!' MUST_CHANGE_PASSWORD = FALSE
default_role = DEVELOPER_ROLE;
The new user named PTORRES successfully logs in, but sees a default role of PUBLIC in the web UI. When attempted, the following command fails:
use DEVELOPER_ROLE;
Why does this command fail?

A. The DEVELOPER_ROLE needs to be granted to SYSADMIN before user PTORRES will be able to use the role.
B. The new role can only take effect after USERADMIN has logged out.
C. USERADMIN needs to explicitly grant the DEVELOPER_ROLE to the new USER.
D. The new role will only take effect once the identity provider has synchronized by way of SCIM with the Snowflake account.

Answer: C

Explanation:
Creating a user in Snowflake does not automatically grant them roles beyond PUBLIC. To use DEVELOPER_ROLE, the USERADMIN (or another role with MANAGE GRANTS privilege) must explicitly grant DEVELOPER_ROLE to PTORRES. Without this grant, the user cannot assume the role.

NEW QUESTION # 41
......

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