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| Section | Weight | Objectives |
|---|
| Topic 1: Data Sharing and Marketplace | 10% | - Snowflake Marketplace
- 1. Marketplace administration and governance
- 2. Listing and consuming data products
- Secure data sharing
- 1. Secure views and data consumption
- 2. Shares, readers and data providers
|
| Topic 2: Resource Management and Optimization | 25% | - Database and object management
- 1. Data retention and time travel
- 2. Schema design and object lifecycle
- 3. Storage management and clustering
- Virtual warehouse administration
- 1. Cost optimization strategies
- 2. Warehouse sizing, scaling and suspension
- 3. Workload management and resource monitoring
|
| Topic 3: Business Continuity and Disaster Recovery | 15% | - Disaster recovery planning
- 1. Failover and failback procedures
- 2. Recovery time and point objectives
- Data protection and replication
- 1. Database cloning and backup strategies
- 2. Time travel and fail-safe configuration
- 3. Cross-region and cross-cloud replication
|
| Topic 4: Account and Security Administration | 30% | - Access control and security
- 1. User and privilege management
- 2. Role-based access control (RBAC) design
- 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
|
| Topic 5: Performance Monitoring and Tuning | 20% | - Query performance analysis
- 1. Query profiling and execution plans
- 2. Materialized views and search optimization
- 3. Indexing and clustering keys optimization
- System monitoring and troubleshooting
- 1. Workload isolation and concurrency control
- 2. Account and warehouse usage metrics
- 3. Error logging and troubleshooting techniques
|
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q51-Q56):
NEW QUESTION # 51
What are the requirements when creating a new account within an organization in Snowflake? (Choose two.)
- A. The account name must be specified when the account is created.
- B. The account name must be unique among all Snowflake customers.
- C. The account requires at least one ORGADMIN role within one of the organization's accounts.
- D. The account name must be unique within the organization.
- E. The account name is immutable and cannot be changed.
Answer: A,D
Explanation:
When creating a new account within a Snowflake organization, the account name must be specified at creation and it must be unique within the organization. It does not need to be unique across all Snowflake customers, only within that specific organization.
NEW QUESTION # 52
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. There are no object references that need to be re-pointed
- B. Sequences, storage integrations, views, secure views, and materialized views
- C. Sequences, views, secure views, and materialized views
- D. Sequences, views, and secure views
Answer: A
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 # 53
Which statement allows a Snowflake Administrator to retrieve the network policy applied to their Snowflake account?
- A. SHOW PARAMETERS LIKE โNETWORK POLICYโ IN ACCOUNT;
- B. SHOW NETWORK POLICIES;
- C. SHOW NETWORK POLICIES IN ACCOUNT;
- D. DESC NETWORK POLICY <policy_name>;
Answer: A
Explanation:
The network policy applied at the account level is stored as an account parameter. Using a SHOW PARAMETERS command with the filter for NETWORK POLICY at the account scope returns the currently configured value, which identifies the network policy associated with the account.
NEW QUESTION # 54
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 query result cache warm for good performance on repeated queries
- C. To save costs by running the warehouse as little as possible
- D. To keep the data cache warm to support good performance of similar queries
Answer: D
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 # 55
A Snowflake customer is experiencing higher costs than anticipated while migrating their data warehouse workloads from on-premises to Snowflake. The migration workloads have been deployed on a single warehouse and are characterized by a large number of small INSERTS rather than bulk loading of large extracts. That single warehouse has been configured as a single cluster, 2XL because there are many parallel INSERTS that are scheduled during nightly loads.
How can the Administrator reduce the costs, while minimizing the overall load times, for migrating data warehouse history?
- A. There should be another 2XL warehouse deployed to handle a portion of the load queries.
- B. The 2XL warehouse should be changed to 4XL to increase the number of threads available for parallel load queries.
- C. The warehouse should be kept as a SMALL or XSMALL and configured as a multi-cluster warehouse to handle the parallel load queries.
- D. The INSERTS should be converted to several tables to avoid contention on large tables that slows down query processing.
Answer: C
Explanation:
For many small, parallel INSERTS, using a multi-cluster warehouse with smaller size (SMALL or XSMALL) allows more concurrent queries to run efficiently and reduces costs compared to a single large warehouse. This configuration improves concurrency without unnecessary compute expense.
NEW QUESTION # 56
......
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