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| Section | Weight | Objectives |
|---|
| Account and Security Administration | 30% | - Access control and security
- 1. Role-based access control (RBAC) design
- 2. User and privilege management
- 3. Authentication and network policies
- 4. Data security and masking policies
- Account configuration and management
- 1. Organization and account structures
- 2. Cost management and billing
- 3. Edition and feature configuration
|
| 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
|
| Resource Management and Optimization | 25% | - Database and object management
- 1. Data retention and time travel
- 2. Storage management and clustering
- 3. Schema design and object lifecycle
- Virtual warehouse administration
- 1. Warehouse sizing, scaling and suspension
- 2. Cost optimization strategies
- 3. Workload management and resource monitoring
|
| Performance Monitoring and Tuning | 20% | - System monitoring and troubleshooting
- 1. Workload isolation and concurrency control
- 2. Error logging and troubleshooting techniques
- 3. Account and warehouse usage metrics
- Query performance analysis
- 1. Query profiling and execution plans
- 2. Materialized views and search optimization
- 3. Indexing and clustering keys optimization
|
| Business Continuity and Disaster Recovery | 15% | - Data protection and replication
- 1. Database cloning and backup strategies
- 2. Cross-region and cross-cloud replication
- 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 (Q46-Q51):
NEW QUESTION # 46
Which commands can be performed by a user with the ORGADMIN role but not the ACCOUNTADMIN role? (Choose two.)
- A. SHOW USERS;
- B. SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('ACCOUNT_LOCATOR','ENABLE_ACCOUNT_DATABASE_REPLICATION','true');
- C. SHOW REGIONS;
- D. SHOW ORGANIZATION ACCOUNTS;
- E. GRANT ROLE ORGADMIN TO USER <username>;
Answer: C,D
Explanation:
Only the ORGADMIN role can run SHOW REGIONS and SHOW ORGANIZATION ACCOUNTS, which provide organization-wide information. These commands are not available to the ACCOUNTADMIN role.
NEW QUESTION # 47
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(OFFSET => -60*30);
- C. SELECT * FROM my_table AT(TIMESTAMP => '2021-01-01 07:00:00'::timestamp);
- D. SELECT * FROM my_table BEFORE(STATEMENT => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
- E. SELECT * FROM my_table PRIOR TO STATEMENT '8e5d0ca9-005e-44e6-b858-a8f5b37c5726';
- F. SELECT * FROM TIME_TRAVEL('MY_TABLE', 2021-01-01 07:00:00);
Answer: B,C,D
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 # 48
An Administrator needs to configure a virtual warehouse in Snowflake for a new use case with these details:
1. There will be 50-100 concurrent users running reports
2. Minimize costs based on the number of active users at a given time
3. The virtual warehouse should suspend and resume automatically based on user activity
Which configuration will meet these requirements?
- A. create or replace warehouse reporting_wh
warehouse_size = medium
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = true; - B. create or replace warehouse reporting_wh
warehouse_size = xxxlarge
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = false; - C. create or replace warehouse reporting_wh
warehouse_size = medium
auto_suspend = 600
auto_resume = true; - D. create or replace warehouse reporting_wh
warehouse_size = xxxlarge
auto_suspend = 60
auto_resume = true;
Answer: A
Explanation:
Supporting 50-100 concurrent users requires a multi-cluster warehouse so compute resources can scale to handle high concurrency. Setting a maximum cluster count allows Snowflake to automatically add clusters when query demand increases and reduce them when demand drops, which helps minimize cost based on active users. Enabling auto_suspend and auto_resume ensures the warehouse automatically stops when idle and restarts when queries arrive, further optimizing cost and operational efficiency.
NEW QUESTION # 49
What is the default data retention period for transient databases, schemas, and tables for Snowflake Enterprise edition and higher?
- A. 14 days
- B. 90 days
- C. 30 days
- D. 1 day
Answer: D
Explanation:
Transient databases, schemas, and tables are designed for temporary or non-critical data and therefore have a default Time Travel retention period of one day. Even in Enterprise Edition and higher, the default retention for transient objects remains one day, although permanent objects can have longer retention periods configured.
NEW QUESTION # 50
A Snowflake Administrator wants to create a virtual warehouse that supports several dashboards, issuing various queries on the same database.
For this warehouse, why should the Administrator consider setting AUTO_SUSPEND to 0 or NULL?
- A. To save costs on warehouse shutdowns and startups for different queries
- B. To keep the data cache warm to support good performance of similar queries
- C. To save costs by running the warehouse as little as possible
- D. To keep the query result cache warm for good performance on repeated queries
Answer: B
Explanation:
Setting AUTO_SUSPEND to 0 or NULL prevents the warehouse from suspending, which keeps the data cache warm. This improves performance for dashboards and workloads that frequently run similar queries, since the warehouse avoids cache loss from suspending and resuming.
NEW QUESTION # 51
......
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