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| Section | Weight | Objectives |
|---|
| Topic 1: 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. Error logging and troubleshooting techniques
- 2. Workload isolation and concurrency control
- 3. Account and warehouse usage metrics
|
| Topic 2: Account and Security Administration | 30% | - Access control and security
- 1. User and privilege management
- 2. Authentication and network policies
- 3. Role-based access control (RBAC) design
- 4. Data security and masking policies
- Account configuration and management
- 1. Organization and account structures
- 2. Edition and feature configuration
- 3. Cost management and billing
|
| Topic 3: Business Continuity and Disaster Recovery | 15% | - Data protection and replication
- 1. Database cloning and backup strategies
- 2. Cross-region and cross-cloud replication
- 3. Time travel and fail-safe configuration
- Disaster recovery planning
- 1. Failover and failback procedures
- 2. Recovery time and point objectives
|
| Topic 4: Data Sharing and Marketplace | 10% | - Secure data sharing
- 1. Secure views and data consumption
- 2. Shares, readers and data providers
- Snowflake Marketplace
- 1. Marketplace administration and governance
- 2. Listing and consuming data products
|
| Topic 5: Resource Management and Optimization | 25% | - Virtual warehouse administration
- 1. Cost optimization strategies
- 2. Workload management and resource monitoring
- 3. Warehouse sizing, scaling and suspension
- Database and object management
- 1. Schema design and object lifecycle
- 2. Data retention and time travel
- 3. Storage management and clustering
|
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q28-Q33):
NEW QUESTION # 28
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 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.
- C. Create a separate table for all the non-PII columns and grant the role DEVELOPER access to the new table.
- D. Use the CURRENT_ROLE and CURRENT_USER context functions to integrate with a secure view and filter the sensitive data.
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 # 29
Which function is the role SECURITYADMIN responsible for that is not granted to role USERADMIN?
- A. Create new roles
- B. Reset a Snowflake user's password
- C. Manage system grants
- D. Create new users
Answer: C
Explanation:
The SECURITYADMIN role is responsible for managing system grants, such as granting or revoking privileges on roles, which is not permitted for the USERADMIN role.
NEW QUESTION # 30
The following commands were executed:
Grant usage on database PROD to role PROD_ANALYST;
Grant usage on database PROD to role PROD_SUPERVISOR;
Grant ALL PRIVILEGES on schema PROD.WORKING to role PROD_ANALYST;
Grant ALL PRIVILEGES on schema PROD.WORKING to role PROD_SUPERVISOR;
Grant role PROD_ANALYST to user A;
Grant role PROD_SUPERVISOR to user B;
What authority does each user have on the WORKING schema?
- A. Tables created by either user A or user B will be visible to both users.
- B. Only user B can create tables, because all privileges were transferred to PROD_SUPERVISOR.
- C. All existing tables in schema PROD.WORKING will be visible to both users.
- D. Both user A and user B can create tables in the PROD.WORKING schema.
Answer: D
Explanation:
Granting ALL PRIVILEGES on the schema PROD.WORKING to both roles (PROD_ANALYST and PROD_SUPERVISOR) gives each user (A and B) full schema-level rights, including the ability to create tables. Since both roles received these grants independently, both users can create tables in the schema.
NEW QUESTION # 31
A team is provisioning new lower environments from the production database using cloning. All production objects and references reside in the database, and do not have external references.
What set of object references needs to be re-pointed before granting access for usage?
- A. There are no object references that need to be re-pointed
- B. Sequences, views, and secure views
- C. Sequences, views, secure views, and materialized views
- D. Sequences, storage integrations, views, secure views, and materialized views
Answer: A
Explanation:
When cloning a database in Snowflake, all objects - including sequences, views, secure views, and materialized views - are fully contained within the cloned database. Since there are no external references, no object references need to be re-pointed before granting access.
NEW QUESTION # 32
What is the default data retention period for transient databases, schemas, and tables for Snowflake Enterprise edition and higher?
- A. 30 days
- B. 1 day
- C. 90 days
- D. 14 days
Answer: B
Explanation:
Transient databases, schemas, and tables are designed for temporary or non-critical data and therefore have a default Time Travel retention period of one day. Even in Enterprise Edition and higher, the default retention for transient objects remains one day, although permanent objects can have longer retention periods configured.
NEW QUESTION # 33
......
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