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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. Error logging and troubleshooting techniques 2. Workload isolation and concurrency control 3. Account and warehouse usage metrics - Query performance analysis 1. Indexing and clustering keys optimization 2. Query profiling and execution plans 3. Materialized views and search optimization
Topic 2: Account and Security Administration	30%	- Account configuration and management 1. Edition and feature configuration 2. Cost management and billing 3. Organization and account structures - Access control and security 1. Data security and masking policies 2. Role-based access control (RBAC) design 3. Authentication and network policies 4. User and privilege management
Topic 3: Business Continuity and Disaster Recovery	15%	- Disaster recovery planning 1. Recovery time and point objectives 2. Failover and failback procedures - Data protection and replication 1. Database cloning and backup strategies 2. Cross-region and cross-cloud replication 3. Time travel and fail-safe configuration
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. Listing and consuming data products 2. Marketplace administration and governance
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. Workload management and resource monitoring 2. Cost optimization strategies 3. Warehouse sizing, scaling and suspension

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

NEW QUESTION # 39
Which actions are considered breaking changes to data that is shared with consumers in the Snowflake Marketplace? (Choose two.)

A. Dropping a column from a table
B. Unpublishing the data listing
C. Deleting data from a table
D. Renaming a table
E. Adding region availability to the listing

Answer: A,D

Explanation:
Dropping a column from a table or renaming a table breaks the shared schema and can cause dependent queries to fail for consumers. These are considered breaking changes to shared data in the Snowflake Marketplace.

NEW QUESTION # 40
What are characteristics of data replication in Snowflake? (Choose three.)

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

Answer: B,C,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 # 41
What roles can be used to create network policies within Snowflake accounts? (Choose three.)

A. Any role with the global permission of CREATE NETWORK POLICY
B. ORGADMIN
C. SYSADMIN
D. Any role that owns the database where the network policy is created
E. ACCOUNTADMIN
F. SECURITYADMIN

Answer: B,E,F

Explanation:
SECURITYADMIN, ACCOUNTADMIN, and ORGADMIN roles can create network policies in Snowflake accounts. These roles have the necessary privileges to manage account-level security policies.

NEW QUESTION # 42
MY_TABLE is a table that has not been updated or modified for several days. On 01 January 2021 at 07:01, a user executed a query to update this table. The query ID is '8e5d0ca9-005e-44e6-b858-a8f5b37c5726'. It is now 07:30 on the same day.
Which queries will allow the user to view the historical data that was in the table before this query was executed? (Choose three.)

A. SELECT * FROM my_table WITH TIME TRAVEL(OFFSET => -60*30);
B. SELECT * FROM my_table AT(TIMESTAMP => '2021-01-01 07:00:00'::timestamp);
C. SELECT * FROM my_table AT(OFFSET => -60*30);
D. SELECT * FROM my_table PRIOR TO STATEMENT '8e5d0ca9-005e-44e6-b858-a8f5b37c5726';
E. SELECT * FROM my_table BEFORE(STATEMENT => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
F. SELECT * FROM TIME_TRAVEL('MY_TABLE', 2021-01-01 07:00:00);

Answer: B,C,E

Explanation:
Use Time Travel to view past table versions: (B) selects the table "as of" 07:00 via AT(TIMESTAMP => ...); (E) selects "as of" 30 minutes earlier via AT(OFFSET => -60*30); (F) selects the state before the specified statement via BEFORE(STATEMENT => '<query_id>').

NEW QUESTION # 43
What session parameter can be used to test the integrity of secure views based on the account that is accessing that view?

A. PRODUCER TEST ACCT
B. MIMIC CONSUMER ACCOUNT
C. SIMULATED DATA SHARING CONSUMER
D. TEST ACCOUNT ID

Answer: B

Explanation:
The session parameter MIMIC_CONSUMER_ACCOUNT allows a data provider to test how secure views will appear to a specific consumer account. This ensures the integrity and correctness of secure views before they are shared.

NEW QUESTION # 44
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