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| 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. Account and warehouse usage metrics
- 2. Workload isolation and concurrency control
- 3. Error logging and troubleshooting techniques
|
| Data Sharing and Marketplace | 10% | - Secure data sharing
- 1. Shares, readers and data providers
- 2. Secure views and data consumption
- Snowflake Marketplace
- 1. Listing and consuming data products
- 2. Marketplace administration and governance
|
| Account and Security Administration | 30% | - Account configuration and management
- 1. Organization and account structures
- 2. Edition and feature configuration
- 3. Cost management and billing
- 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
|
| 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. Data retention and time travel
- 2. Schema design and object lifecycle
- 3. Storage management and clustering
|
| Business Continuity and Disaster Recovery | 15% | - Data protection and replication
- 1. Cross-region and cross-cloud replication
- 2. Time travel and fail-safe configuration
- 3. Database cloning and backup strategies
- 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 (Q33-Q38):
NEW QUESTION # 33
A large international company with many operating regions requires data to be shared bi-directionally among all offices (head office to regional offices and regional offices among themselves). This company is a Snowflake account holder with European operations deployed in Microsoft Azure (single region) while North American regional offices are using AWS (single region) as their deployment cloud. This setup is required to comply with Personal Identifiable Information (PII) regulations in some of the European countries. The corporate head office is in Europe.
How can this data be shared bi-directionally, while MINIMIZING costs?
- A. Use the PUT command to move files to an Amazon S3 bucket and Azure Blobs, and use an external file management application to move files within the corporate VPC.
- B. Use bi-directional data sharing among offices in the same region and replication among offices across the continents.
- C. Move all the Snowflake accounts to a single region, and implement data sharing.
- D. Use data replication everywhere to reduce costs associated with same-region sharing.
Answer: B
Explanation:
Direct data sharing is the most cost-efficient method when accounts are in the same region and cloud. For cross-continent or cross-cloud sharing, Snowflake requires replication. Combining both - data sharing within the same region and replication across continents - ensures compliance, minimizes costs, and enables bi-directional sharing.
NEW QUESTION # 34
What is the default data retention period for transient databases, schemas, and tables for Snowflake Enterprise edition and higher?
- A. 1 day
- B. 30 days
- C. 14 days
- D. 90 days
Answer: A
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 # 35
What are characteristics of Dynamic Data Masking? (Choose two.)
- A. A masking policy that is currently set on a table can be dropped.
- B. A single masking policy can be applied to columns with different data types.
- C. A masking policy can be applied to the VALUE column of an external table.
- D. The role that creates the masking policy will always see unmasked data in query results.
- E. A single masking policy can be applied to columns in different tables.
Answer: A,E
Explanation:
A masking policy applied to a table or column can be dropped or replaced as needed.
The same masking policy can be reused and applied to columns in different tables.
NEW QUESTION # 36
A user with the proper role issues the following commands when setting up and activating network policies:
CREATE OR REPLACE NETWORK POLICY foo_policy
ALLOWED_IP_LIST = ('1.1.1.0/24', '2.2.2.0/24', '3.3.3.0/24')
BLOCKED_IP_LIST = ('1.1.1.1')
COMMENT = 'Account level policy';
ALTER ACCOUNT SET NETWORK_POLICY=foo_policy;
CREATE OR REPLACE NETWORK POLICY bar_policy
ALLOWED_IP_LIST = ('3.3.3.0/24')
BLOCKED_IP_LIST = ('3.3.3.10')
COMMENT = 'user level policy';
ALTER USER user1 SET NETWORK_POLICY=BAR_POLICY;
Afterwards, user1 attempts to log in to Snowflake from IP address 3.3.3.10.
Will the login be successful?
- A. No, because 3.3.3.10 is found in the BLOCKED_IP_LIST of bar_policy.
- B. Yes, because 3.3.3.10 is found in the ALLOWED_IP_LIST of foo_policy.
- C. Yes, because 3.3.3.10 is found in the ALLOWED_IP_LIST of bar_policy.
- D. No, because 3.3.3.10 is not found in the ALLOWED_IP_LIST of foo_policy.
Answer: A
Explanation:
Although 3.3.3.10 is in the ALLOWED_IP_LIST, it is also explicitly listed in the BLOCKED_IP_LIST of the user-level policy (bar_policy). Blocked IPs always take precedence over allowed IPs in Snowflake network policies, so the login attempt will fail.
NEW QUESTION # 37
When does auto-suspend occur for a multi-cluster virtual warehouse?
- A. After a specified period of time when an additional cluster has started on the maximum number of clusters specified for a warehouse.
- B. Auto-suspend does not apply for multi-cluster warehouses.
- C. When the minimum number of clusters is running and there is no activity for the specified period of time.
- D. When there has been no activity on any cluster for the specified period of time.
Answer: C
Explanation:
For a multi-cluster virtual warehouse, auto-suspend only triggers when the minimum number of clusters is running and there has been no activity for the specified period. Additional clusters above the minimum scale back down automatically, but suspension of the entire warehouse occurs only when the base minimum is idle.
NEW QUESTION # 38
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