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| Section | Objectives |
|---|
| Topic 1: Data Loading and Unloading | - Bulk and continuous data ingestion
- 1. Stages and file formats
- 2. COPY INTO operations
|
| Topic 2: Snowflake Architecture and Virtual Warehouses | - Snowflake architecture concepts
- 1. Virtual warehouse usage and scaling
- 2. Separation of storage and compute
|
| Topic 3: Performance and Monitoring | - Performance tuning and optimization
- 1. Warehouse sizing and scaling strategies
- 2. Query performance analysis
|
| Topic 4: Security and Access Control | - Authentication and authorization
- 1. Network policies and secure access
- 2. Role-based access control (RBAC)
|
| Topic 5: Account and Resource Administration | - Account configuration and management
- 1. Users, roles, and permissions
- 2. Resource monitors and governance basics
|
| Topic 6: Data Protection and Recovery | - Backup and recovery mechanisms
- 1. Time Travel and Fail-safe concepts
- 2. Cloning and data recovery strategies
|
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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q59-Q64):
NEW QUESTION # 59
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. The user_level network policies will not be supported.
- C. A network policy error will be generated with no definitions provided.
- 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 # 60
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 # 61
A Snowflake account is configured with SCIM provisioning for user accounts and has bi-directional synchronization for user identities. An Administrator with access to SECURITYADMIN uses the Snowflake UI to create a user by issuing the following commands:
use role USERADMIN;
create or replace role DEVELOPER_ROLE;
create user PTORRES PASSWORD = 'hello world!' MUST_CHANGE_PASSWORD = FALSE
default_role = DEVELOPER_ROLE;
The new user named PTORRES successfully logs in, but sees a default role of PUBLIC in the web UI. When attempted, the following command fails:
use DEVELOPER_ROLE;
Why does this command fail?
- A. The new role can only take effect after USERADMIN has logged out.
- B. The DEVELOPER_ROLE needs to be granted to SYSADMIN before user PTORRES will be able to use the role.
- C. The new role will only take effect once the identity provider has synchronized by way of SCIM with the Snowflake account.
- D. USERADMIN needs to explicitly grant the DEVELOPER_ROLE to the new USER.
Answer: D
Explanation:
Creating a user in Snowflake does not automatically grant them roles beyond PUBLIC. To use DEVELOPER_ROLE, the USERADMIN (or another role with MANAGE GRANTS privilege) must explicitly grant DEVELOPER_ROLE to PTORRES. Without this grant, the user cannot assume the role.
NEW QUESTION # 62
DatabaseA has a single schema called Schema1. This schema contains many tables and views. The ANALYST role has privileges to select from all objects in DatabaseA.Schema1. The SYSADMIN role clones DatabaseA to DatabaseA_clone.
What privileges does the ANALYST role have on tables and views in DatabaseA_clone? (Choose two.)
- A. USAGE on the schema DatabaseA_clone
- B. SELECT on all tables, and only secure views in DatabaseA_clone.Schema1
- C. SELECT on all tables, and only non-secure views in DatabaseA_clone.Schema1
- D. USAGE on the database DatabaseA_clone.Schema1
- E. SELECT on all tables and views in DatabaseA_clone.Schema1
Answer: A,E
Explanation:
When a database is cloned, the privileges granted on objects within the source database are preserved in the cloned database. Roles that had privileges on objects such as tables and views continue to have those privileges on the corresponding cloned objects. Therefore, the ANALYST role retains SELECT privileges on all tables and views within the cloned schema.
In addition, the cloned database and schema inherit the same access control configuration, allowing the role to use the schema within the cloned database.
NEW QUESTION # 63
A Snowflake Administrator has a multi-cluster virtual warehouse and is using the Snowflake Business-Critical edition. The minimum number of clusters is set to 2 and the maximum number of clusters is set to 10. This configuration works well for the standard workload, rarely exceeding 5 running clusters. However, once a month the Administrator notes that there are a few complex long-running queries that are causing increased queue time and the warehouse reaches its maximum limit at 10 clusters.
Which solutions will address the issues happening once a month? (Choose two.)
- A. Have the group running the complex monthly queries use a separate appropriately-sized warehouse to support their workload.
- B. Use a task to increase the cluster size for the time period that the more complex queries are running and another task to reduce the size of the cluster once the complex queries complete.
- C. Increase the multi-cluster maximum to 20 or more clusters.
- D. Increase the minimum number of clusters started in the multi-cluster configuration to 5.
- E. Examine the complex queries and determine if they can be made more efficient using clustering keys or materialized views.
Answer: A,E
Explanation:
The best way to handle the once-a-month complex workload is to use a separate, appropriately-sized warehouse dedicated to that workload and to optimize the complex queries with techniques like clustering keys or materialized views. These approaches resolve queueing and performance issues without overspending on always running more clusters.
NEW QUESTION # 64
......
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