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| Section | Weight | Objectives |
|---|---|---|
| Performance and Monitoring | 20% | - Resource monitoring and management - Query history and profiling - Clustering keys - Query performance optimization |
| Virtual Warehouses | 20% | - Warehouse performance optimization - Warehouse sizing and scaling - Virtual warehouse creation and management - Resource monitors |
| Account Management and Security | 25% | - Security and governance management - Account management and billing - User management and authentication - Role-Based Access Control (RBAC) |
| Data Protection and Disaster Recovery | 15% | - Data replication - Backup and restore procedures - Snowflake Marketplace - Disaster recovery planning |
| Data Management | 20% | - Database object management - Time Travel and Fail-safe - Data loading and unloading - Data sharing and replication |
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NEW QUESTION # 39
What information is required from the Identity Provider (IdP) to enable federated authentication in Snowflake? (Choose two.)
Answer: A,D
Explanation:
Federated authentication in Snowflake using SAML requires the Identity Provider's SAML endpoint URL so Snowflake can send authentication requests to the IdP during the login process.
Snowflake also requires the IdP's signing certificate to validate the authenticity and integrity of the SAML assertions returned by the Identity Provider during authentication.
NEW QUESTION # 40
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?
Answer: A
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 # 41
What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)
Answer: D,E,F
Explanation:
Multiple resource monitors can be assigned to a single virtual warehouse for granular credit control.
Resource monitors support multiple triggers at different usage thresholds.
A single resource monitor can govern multiple virtual warehouses.
NEW QUESTION # 42
What Snowflake capabilities are commonly used in rollback scenarios? (Choose two.)
Answer: A,B
Explanation:
Creating a clone of a table at a point in time before a problematic statement uses Snowflake Time Travel to restore the table’s previous state without copying data. This allows recovery of the table as it existed before the issue occurred.
Swapping tables enables a fast rollback by exchanging the original production table with the restored backup table. This operation is metadata-only and allows immediate restoration of the previous version of the data with minimal downtime.
NEW QUESTION # 43
A team of developers created a new schema for a new project. The developers are assigned the role DEV_TEAM which was set up using the following statements:
USE ROLE SECURITYADMIN;
CREATE ROLE DEV_TEAM;
GRANT USAGE, CREATE SCHEMA ON DATABASE DEV_DB01 TO ROLE DEV_TEAM;
GRANT USAGE ON WAREHOUSE DEV_WH TO ROLE DEV_TEAM;
Each team member's access is set up using the following statements:
USE ROLE SECURITYADMIN;
CREATE ROLE JDOE_PROFILE;
CREATE USER JDOE LOGIN_NAME = 'JDOE' DEFAULT ROLE='JDOE_PROFILE';
GRANT ROLE JDOE_PROFILE TO USER JDOE;
GRANT ROLE DEV_TEAM TO ROLE JDOE_PROFILE;
New tables created by any of the developers are not accessible by the team as a whole.
How can an Administrator address this problem?
Answer: D
Explanation:
Future grants allow privileges to be automatically granted on objects created in the future within a schema. By configuring future grants on the schema, privileges such as SELECT can automatically be granted to the DEV_TEAM role whenever new tables are created. This ensures that all developers using the DEV_TEAM role can access newly created tables without requiring manual privilege grants after each table creation.
NEW QUESTION # 44
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