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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Virtual Warehouses | 20% | - Warehouse performance optimization - Warehouse sizing and scaling - Virtual warehouse creation and management - Resource monitors |
| Topic 2: Performance and Monitoring | 20% | - Query performance optimization - Resource monitoring and management - Clustering keys - Query history and profiling |
| Topic 3: Data Management | 20% | - Data loading and unloading - Database object management - Time Travel and Fail-safe - Data sharing and replication |
| Topic 4: Data Protection and Disaster Recovery | 15% | - Backup and restore procedures - Snowflake Marketplace - Disaster recovery planning - Data replication |
| Topic 5: Account Management and Security | 25% | - Security and governance management - Account management and billing - Role-Based Access Control (RBAC) - User management and authentication |
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NEW QUESTION # 60
What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)
Answer: B,D,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 # 61
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?
Answer: C
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 # 62
If the query matches the definition, will Snowflake always dynamically rewrite the query to use a materialized view?
Answer: B
Explanation:
Even if a query matches the definition of a materialized view, the Snowflake optimizer may decide not to rewrite the query to use it. The optimizer evaluates factors such as freshness, cost, and efficiency before choosing whether or not to substitute the materialized view.
NEW QUESTION # 63
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?
Answer: B
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 # 64
Company A uses Snowflake to manage audio files of call recordings. Company A hired Company B, who also uses Snowflake, to transcribe the audio files for further analysis.
Company A's Administrator created a share.
What object should be added to the share to allow Company B access to the files?
Answer: B
Explanation:
Sharing a secure view with a column for the stage name and a column for the file path allows Company B to access the referenced files through Snowflake's external or internal stage, without exposing direct URLs. This maintains security and supports seamless access for the recipient.
NEW QUESTION # 65
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