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Snowflake ADA-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q50-Q55):

NEW QUESTION # 50
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 fact and dimension tables should be cloned together using the same Time Travel options to reduce potential referential integrity issues with the restored data.
B. The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).
C. The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS.
D. Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.
E. Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas.

Answer: A,C

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 # 51
What are the requirements when creating a new account within an organization in Snowflake? (Choose two.)

A. The account name is immutable and cannot be changed.
B. The account name must be specified when the account is created.
C. The account name must be unique among all Snowflake customers.
D. The account name must be unique within the organization.
E. The account requires at least one ORGADMIN role within one of the organization's accounts.

Answer: B,D

Explanation:
When creating a new account within a Snowflake organization, the account name must be specified at creation and it must be unique within the organization. It does not need to be unique across all Snowflake customers, only within that specific organization.

NEW QUESTION # 52
An Administrator receives data from a Snowflake partner. The partner is sharing a dataset that contains multiple secure views. The Administrator would like to configure the data so that only certain roles can see certain secure views.
How can this be accomplished?

A. Create views over the incoming shared database and apply the desired RBAC onto these views.
B. Apply RBAC directly onto the partner's shared secure views.
C. Clone the data and insert it into a company-owned share and apply the desired RBAC on the new tables.
D. Individually grant imported privileges onto the schema in the share.

Answer: A

Explanation:
Permissions cannot be applied directly to objects in a shared database. To enforce role-based access, the Administrator must create views over the shared secure views in a local database and then apply RBAC privileges to those new views. This allows controlling which roles can see which data.

NEW QUESTION # 53
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 non-secure views in DatabaseA_clone.Schema1
B. USAGE on the schema DatabaseA_clone
C. SELECT on all tables and views in DatabaseA_clone.Schema1
D. SELECT on all tables, and only secure views in DatabaseA_clone.Schema1
E. USAGE on the database DatabaseA_clone.Schema1

Answer: B,C

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 # 54
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. SECURITYADMIN, SYSADMIN, and ACCOUNTADMIN can alter or drop table XYZ.
B. Only the PROD_WORKING_OWNER role can alter or drop table XYZ.
C. Because ACCOUNTADMIN created the table, only the ACCOUNTADMIN role can alter or drop table XYZ.
D. PROD_WORKING_OWNER, ACCOUNTADMIN, and SYSADMIN can alter or drop table XYZ.

Answer: D

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 # 55
......

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