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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
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%	- Database and object management 1. Storage management and clustering 2. Schema design and object lifecycle 3. Data retention and time travel - Virtual warehouse administration 1. Warehouse sizing, scaling and suspension 2. Cost optimization strategies 3. Workload management and resource monitoring
Business Continuity and Disaster Recovery	15%	- Data protection and replication 1. Database cloning and backup strategies 2. Time travel and fail-safe configuration 3. Cross-region and cross-cloud replication - Disaster recovery planning 1. Recovery time and point objectives 2. Failover and failback procedures
Account and Security Administration	30%	- Access control and security 1. Authentication and network policies 2. Data security and masking policies 3. User and privilege management 4. Role-based access control (RBAC) design - Account configuration and management 1. Organization and account structures 2. Cost management and billing 3. Edition and feature configuration
Data Sharing and Marketplace	10%	- Secure data sharing 1. Secure views and data consumption 2. Shares, readers and data providers - Snowflake Marketplace 1. Marketplace administration and governance 2. Listing and consuming data products

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q16-Q21):

NEW QUESTION # 16
A team is provisioning new lower environments from the production database using cloning. All production objects and references reside in the database, and do not have external references.
What set of object references needs to be re-pointed before granting access for usage?

A. Sequences, storage integrations, views, secure views, and materialized views
B. There are no object references that need to be re-pointed
C. Sequences, views, secure views, and materialized views
D. Sequences, views, and secure views

Answer: B

Explanation:
When cloning a database in Snowflake, all objects - including sequences, views, secure views, and materialized views - are fully contained within the cloned database. Since there are no external references, no object references need to be re-pointed before granting access.

NEW QUESTION # 17
In general, the monthly billing for database replication is proportional to which variables? (Choose two.)

A. The amount of table data in the primary database that changes as a result of data loading or DML operations
B. The frequency of changes to the primary database as a result of data loading or DML operations
C. The frequency of the secondary database refreshes from the primary database
D. The number and size of warehouses defined in the primary account
E. The number of times data moves across regions and/or cloud service providers between the primary and secondary database accounts

Answer: A,C

Explanation:
Replication billing is proportional to the amount of table data in the primary database that changes and needs to be replicated.
The frequency of secondary database refreshes determines how often changed data is transferred, directly impacting replication costs.

NEW QUESTION # 18
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 AT(TIMESTAMP => '2021-01-01 07:00:00'::timestamp);
B. SELECT * FROM my_table BEFORE(STATEMENT => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
C. SELECT * FROM my_table PRIOR TO STATEMENT '8e5d0ca9-005e-44e6-b858-a8f5b37c5726';
D. SELECT * FROM my_table WITH TIME TRAVEL(OFFSET => -60*30);
E. SELECT * FROM my_table AT(OFFSET => -60*30);
F. SELECT * FROM TIME_TRAVEL('MY_TABLE', 2021-01-01 07:00:00);

Answer: A,B,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 # 19
For Snowflake network policies, what will occur when the account level and user level network policies are both defined?

A. The user_level policy will override the account_level policy.
B. A network policy error will be generated with no definitions provided.
C. The user_level network policies will not be supported.
D. The account_level policy will override the user_level policy.

Answer: A

Explanation:
When both account-level and user-level network policies are defined in Snowflake, the user-level policy overrides the account-level policy for that specific user.

NEW QUESTION # 20
A user has enrolled in Multi-factor Authentication (MFA) for connecting to Snowflake. The user informs the Snowflake Administrator that they lost their mobile phone the previous evening.
Which step should the Administrator take to allow the user to log in to the system, without revoking their MFA enrollment?

A. Alter the user and set MINS_TO_BYPASS_MFA to a value that will disable MFA long enough for the user to log in.
B. Instruct the user to connect to Snowflake using SnowSQL, which does not support MFA authentication.
C. Alter the user and set DISABLE_MFA to true, which will suspend the MFA requirement for 24 hours.
D. Instruct the user to append the normal URL with /?mode=mfa_bypass&code= to log on.

Answer: A

Explanation:
The correct step is to use ALTER USER ... SET MINS_TO_BYPASS_MFA = <minutes> which temporarily suspends MFA for the specified duration, allowing the user to log in and reconfigure their MFA without revoking enrollment. This preserves MFA setup and is the supported method in Snowflake.

NEW QUESTION # 21
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