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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Resource Management and Optimization	25%	- Database and object management 1. Schema design and object lifecycle 2. Storage management and clustering 3. Data retention and time travel - Virtual warehouse administration 1. Warehouse sizing, scaling and suspension 2. Cost optimization strategies 3. Workload management and resource monitoring
Business Continuity and Disaster Recovery	15%	- Disaster recovery planning 1. Recovery time and point objectives 2. Failover and failback procedures - Data protection and replication 1. Database cloning and backup strategies 2. Cross-region and cross-cloud replication 3. Time travel and fail-safe configuration
Performance Monitoring and Tuning	20%	- Query performance analysis 1. Query profiling and execution plans 2. Materialized views and search optimization 3. Indexing and clustering keys optimization - System monitoring and troubleshooting 1. Account and warehouse usage metrics 2. Workload isolation and concurrency control 3. Error logging and troubleshooting techniques
Account and Security Administration	30%	- Account configuration and management 1. Organization and account structures 2. Cost management and billing 3. Edition and feature configuration - Access control and security 1. Role-based access control (RBAC) design 2. Authentication and network policies 3. User and privilege management 4. Data security and masking policies
Data Sharing and Marketplace	10%	- Snowflake Marketplace 1. Marketplace administration and governance 2. Listing and consuming data products - Secure data sharing 1. Shares, readers and data providers 2. Secure views and data consumption

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q43-Q48):

NEW QUESTION # 43
What are characteristics of data replication in Snowflake? (Choose three.)

A. The ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command must be issued from the primary account.
B. Databases created from shares can be replicated.
C. Users must be granted REPLICATIONADMIN privileges in order to enable replication.
D. Users can have unlimited primary databases and they can be replicated to an unlimited number of accounts if all accounts are within the same organization.
E. To start replication run the ALTER DATABASE ... REFRESH command on the account where the secondary database resides.
F. Replication can only occur within the same cloud provider.

Answer: A,B,E

Explanation:
Replication must be enabled on the primary account using ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS.
To refresh replicated data, ALTER DATABASE ... REFRESH is executed on the secondary database.
Databases created from shares can also be replicated.

NEW QUESTION # 44
The following SQL command was executed:
Use role SECURITYADMIN;
Grant ownership
On future tables
In schema PROD.WORKING
To role PROD_WORKING_OWNER;
Grant role PROD_WORKING_OWNER to role SYSADMIN;
Use role ACCOUNTADMIN;
Create table PROD.WORKING.XYZ (value number);
Which role(s) can alter or drop table XYZ?

A. Only the PROD_WORKING_OWNER role can alter or drop table XYZ.
B. PROD_WORKING_OWNER, ACCOUNTADMIN, and SYSADMIN can alter or drop table XYZ.
C. SECURITYADMIN, SYSADMIN, and ACCOUNTADMIN can alter or drop table XYZ.
D. Because ACCOUNTADMIN created the table, only the ACCOUNTADMIN role can alter or drop table XYZ.

Answer: B

Explanation:
Although ACCOUNTADMIN created the table, the future ownership grant ensures ownership of new tables in PROD.WORKING is assigned to PROD_WORKING_OWNER. Since PROD_WORKING_OWNER was granted to SYSADMIN, both roles, along with ACCOUNTADMIN (which always has ultimate rights), can alter or drop the table XYZ.

NEW QUESTION # 45
An Administrator has been asked to support the company's application team need to build a loyalty program for its customers. The customer table contains Personal Identifiable Information (PII), and the application team's role is DEVELOPER.
CREATE TABLE customer_data (
customer_first_name string,
customer_last_name string,
customer_address string,
customer_email string,
... some other columns,
);
The application team would like to access the customer data, but the email field must be obfuscated.
How can the Administrator protect the sensitive information, while maintaining the usability of the data?

A. Use the CURRENT_ROLE context function to integrate with a masking policy on the fields that contain sensitive data.
B. Create a separate table for all the non-PII columns and grant the role DEVELOPER access to the new table.
C. Use the CURRENT_ROLE and CURRENT_USER context functions to integrate with a secure view and filter the sensitive data.
D. Create a view on the customer_data table to eliminate the email column by omitting it from the SELECT clause. Grant the role DEVELOPER access to the view.

Answer: A

Explanation:
The correct approach is to apply a dynamic data masking policy on the sensitive customer_email column. Using the CURRENT_ROLE context function in the masking policy allows the Administrator to obfuscate the email for the DEVELOPER role while maintaining usability of the data for other authorized roles.

NEW QUESTION # 46
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
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;
B. 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;
C. 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;
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 suspend
on 120 percent do suspend_immediate;
alter warehouse WH1 set resource_monitor = RM1;

Answer: C

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 # 47
When does auto-suspend occur for a multi-cluster virtual warehouse?

A. After a specified period of time when an additional cluster has started on the maximum number of clusters specified for a warehouse.
B. Auto-suspend does not apply for multi-cluster warehouses.
C. When there has been no activity on any cluster for the specified period of time.
D. When the minimum number of clusters is running and there is no activity for the specified period of time.

Answer: D

Explanation:
For a multi-cluster virtual warehouse, auto-suspend only triggers when the minimum number of clusters is running and there has been no activity for the specified period. Additional clusters above the minimum scale back down automatically, but suspension of the entire warehouse occurs only when the base minimum is idle.

NEW QUESTION # 48
......

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