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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Account and Security Administration	30%	- Access control and security 1. Authentication and network policies 2. Data security and masking policies 3. Role-based access control (RBAC) design 4. User and privilege management - Account configuration and management 1. Cost management and billing 2. Organization and account structures 3. Edition and feature configuration
Topic 2: Resource Management and Optimization	25%	- Virtual warehouse administration 1. Warehouse sizing, scaling and suspension 2. Cost optimization strategies 3. Workload management and resource monitoring - Database and object management 1. Schema design and object lifecycle 2. Data retention and time travel 3. Storage management and clustering
Topic 3: 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
Topic 4: Data Sharing and Marketplace	10%	- Snowflake Marketplace 1. Listing and consuming data products 2. Marketplace administration and governance - Secure data sharing 1. Shares, readers and data providers 2. Secure views and data consumption
Topic 5: 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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q39-Q44):

NEW QUESTION # 39
What are characteristics of data replication in Snowflake? (Choose three.)

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

Answer: A,B,D

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 # 40
What access control policy will be put into place when future grants are assigned to both database and schema objects?

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

Answer: A

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 # 41
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. USAGE on the schema DatabaseA_clone
B. USAGE on the database DatabaseA_clone.Schema1
C. SELECT on all tables, and only non-secure views in DatabaseA_clone.Schema1
D. SELECT on all tables and views in DatabaseA_clone.Schema1
E. SELECT on all tables, and only secure views in DatabaseA_clone.Schema1

Answer: A,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 # 42
A company enabled replication between accounts and is ready to replicate data across regions in the same cloud service provider.
The primary database object is : PROD_AWS_EAST. Location : AWS_EAST
The secondary database object is : PROD_AWS_WEST. Location : AWS_WEST
What command and account location is needed to refresh the data?

A. Location : AWS_WEST
Command : REFRESH DATABASE PROD_AWS_WEST REFRESH;
B. Location : AWS_EAST
Command : REFRESH DATABASE PROD_AWS_WEST REFRESH;
C. Location : AWS_EAST
Command : ALTER DATABASE PROD_AWS_WEST REFRESH;
D. Location : AWS_WEST
Command : ALTER DATABASE PROD_AWS_WEST REFRESH;

Answer: D

Explanation:
To update a secondary database with changes from its primary, the ALTER DATABASE <secondary_db> REFRESH; command must be executed in the secondary account/region. In this case, that means running the command on PROD_AWS_WEST in AWS_WEST.

NEW QUESTION # 43
A retailer uses a TRANSACTIONS table (100M rows, 1.2 TB) that has been clustered by the STORE_ID column (varchar(50)). The vast majority of analyses on this table are grouped by STORE_ID to look at store performance.
There are 1000 stores operated by the retailer but most sales come from only 20 stores. The Administrator notes that most queries are currently experiencing poor pruning, with large amounts of bytes processed by even simple queries.
Why is this occurring?

A. The table is not big enough to take advantage of the clustering key.
B. The STORE_ID should be numeric.
C. The cardinality of the stores to transaction count ratio is too low to use the STORE_ID as a clustering key.
D. Sales across stores are not uniformly distributed.

Answer: D

Explanation:
Clustering is effective when data distribution across the clustering key is relatively uniform. In this case, most transactions are concentrated in only 20 of the 1000 stores, leading to skewed data distribution. This imbalance causes poor pruning, since large portions of micro-partitions still need to be scanned, even for queries targeting specific stores.

NEW QUESTION # 44
......

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