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Snowflake ADA-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q56-Q61):

NEW QUESTION # 56
What are characteristics of data replication in Snowflake? (Choose three.)

A. Databases created from shares can be replicated.
B. To start replication run the ALTER DATABASE ... REFRESH command on the account where the secondary database resides.
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. Replication can only occur within the same cloud provider.
F. The ALTER DATABASE ... ENABLE REPLICATION TO ACCOUNTS command must be issued from the primary account.

Answer: A,B,F

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 # 57
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 # 58
A team of developers created a new schema for a new project. The developers are assigned the role DEV_TEAM which was set up using the following statements:
USE ROLE SECURITYADMIN;
CREATE ROLE DEV_TEAM;
GRANT USAGE, CREATE SCHEMA ON DATABASE DEV_DB01 TO ROLE DEV_TEAM;
GRANT USAGE ON WAREHOUSE DEV_WH TO ROLE DEV_TEAM;
Each team member's access is set up using the following statements:
USE ROLE SECURITYADMIN;
CREATE ROLE JDOE_PROFILE;
CREATE USER JDOE LOGIN_NAME = 'JDOE' DEFAULT ROLE='JDOE_PROFILE';
GRANT ROLE JDOE_PROFILE TO USER JDOE;
GRANT ROLE DEV_TEAM TO ROLE JDOE_PROFILE;
New tables created by any of the developers are not accessible by the team as a whole.
How can an Administrator address this problem?

A. Set up the new schema as a managed-access schema.
B. Assign usage privilege on the virtual warehouse DEV_WH to the role JDOE_PROFILE.
C. Set up future grants on the newly-created schemas.
D. Assign ownership privilege to DEV_TEAM on the newly-created schema.

Answer: C

Explanation:
Future grants allow privileges to be automatically granted on objects created in the future within a schema. By configuring future grants on the schema, privileges such as SELECT can automatically be granted to the DEV_TEAM role whenever new tables are created. This ensures that all developers using the DEV_TEAM role can access newly created tables without requiring manual privilege grants after each table creation.

NEW QUESTION # 59
Company A uses Snowflake to manage audio files of call recordings. Company A hired Company B, who also uses Snowflake, to transcribe the audio files for further analysis.
Company A's Administrator created a share.
What object should be added to the share to allow Company B access to the files?

A. A secure view with a column for METADATA$FILENAME.
B. A secure view with a column for pre-signed URLs.
C. A secure view with a column for file URLs.
D. A secure view with a column for the stage name and a column for the file path.

Answer: D

Explanation:
Sharing a secure view with a column for the stage name and a column for the file path allows Company B to access the referenced files through Snowflake's external or internal stage, without exposing direct URLs. This maintains security and supports seamless access for the recipient.

NEW QUESTION # 60
What access control policy will be put into place when future grants are assigned to both database and schema objects?

A. An access policy combining both the database object and the schema object will be used, with the most restrictive policy taking precedence.
B. Schema privileges will take precedence over database privileges.
C. An access policy combining both the database object and the schema object will be used, with the most permissive policy taking precedence.
D. Database, privileges will take precedence over schema privileges.

Answer: B

Explanation:
When future grants are set at both the database and schema levels, schema-level future grants take precedence over database-level grants for objects created within that schema.

NEW QUESTION # 61
......

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