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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Performance Monitoring and Tuning	20%	- System monitoring and troubleshooting 1. Workload isolation and concurrency control 2. Account and warehouse usage metrics 3. Error logging and troubleshooting techniques - Query performance analysis 1. Query profiling and execution plans 2. Materialized views and search optimization 3. Indexing and clustering keys optimization
Topic 2: 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
Topic 3: Account and Security Administration	30%	- Account configuration and management 1. Cost management and billing 2. Organization and account structures 3. Edition and feature configuration - Access control and security 1. Data security and masking policies 2. Role-based access control (RBAC) design 3. User and privilege management 4. Authentication and network policies
Topic 4: 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. Database cloning and backup strategies 2. Time travel and fail-safe configuration 3. Cross-region and cross-cloud replication
Topic 5: 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. Workload management and resource monitoring 3. Cost optimization strategies

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q34-Q39):

NEW QUESTION # 34
What are the MINIMUM grants required on the database, schema, and table for a stream to be properly created and managed?

A. Database: Usage
Schema: Usage
Table: Select
B. Database: Usage
Schema: Usage, Create Stream
Table: Select
C. Database: Usage
Schema: Usage
Table: Select, Create Stream
D. Database: Usage, Create Stream
Schema: Usage
Table: Select

Answer: B

Explanation:
Database: USAGE is required to access the database.
Schema: USAGE and CREATE STREAM are required to create streams in the schema.
Table: SELECT is needed so the stream can track changes on the table.

NEW QUESTION # 35
DatabaseA has a single schema called Schema1. This schema contains many tables and views. The ANALYST role has privileges to select from all objects in DatabaseA.Schema1. The SYSADMIN role clones DatabaseA to DatabaseA_clone.
What privileges does the ANALYST role have on tables and views in DatabaseA_clone? (Choose two.)

A. SELECT on all tables, and only secure views in DatabaseA_clone.Schema1
B. SELECT on all tables and views in DatabaseA_clone.Schema1
C. USAGE on the database DatabaseA_clone.Schema1
D. USAGE on the schema DatabaseA_clone
E. SELECT on all tables, and only non-secure views in DatabaseA_clone.Schema1

Answer: B,D

Explanation:
When a database is cloned, the privileges granted on objects within the source database are preserved in the cloned database. Roles that had privileges on objects such as tables and views continue to have those privileges on the corresponding cloned objects. Therefore, the ANALYST role retains SELECT privileges on all tables and views within the cloned schema.
In addition, the cloned database and schema inherit the same access control configuration, allowing the role to use the schema within the cloned database.

NEW QUESTION # 36
What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)

A. Multiple resource monitors can be applied to a single virtual warehouse.
B. Resource monitor governance is tightly controlled and monitors can only be created by the ACCOUNTADMIN role or users with the CREATE MONITOR privilege.
C. Multiple triggers can be configured across various virtual warehouse thresholds.
D. Resource monitors add no additional load to virtual warehouse compute.
E. Resource monitors can be applied to more than one virtual warehouse.
F. The cost of running a resource monitor is only 10% of a credit, per day of operation.

Answer: A,C,E

Explanation:
Multiple resource monitors can be assigned to a single virtual warehouse for granular credit control.
Resource monitors support multiple triggers at different usage thresholds.
A single resource monitor can govern multiple virtual warehouses.

NEW QUESTION # 37
A Snowflake Administrator needs to set up Time Travel for a presentation area that includes facts and dimensions tables, and receives a lot of meaningless and erroneous IoT data. Time Travel is being used as a component of the company's data quality process in which the ingestion pipeline should revert to a known quality data state if any anomalies are detected in the latest load. Data from the past 30 days may have to be retrieved because of latencies in the data acquisition process.
According to best practices, how should these requirements be met? (Choose two.)

A. The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).
B. The fact and dimension tables should be cloned together using the same Time Travel options to reduce potential referential integrity issues with the restored data.
C. Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.
D. Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas.
E. The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS.

Answer: B,E

Explanation:
To ensure consistent recovery, fact and dimension tables must have the same DATA_RETENTION_TIME_IN_DAYS, so they can be restored to the same point in time.
Cloning the fact and dimension tables together with consistent Time Travel options ensures data integrity and avoids referential mismatches when reverting to a prior state.

NEW QUESTION # 38
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 ownership privilege to DEV_TEAM on the newly-created schema.
C. Assign usage privilege on the virtual warehouse DEV_WH to the role JDOE_PROFILE.
D. Set up future grants on the newly-created schemas.

Answer: D

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 # 39
......

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