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| Section | Weight | Objectives |
|---|---|---|
| Data Collaboration & Protection | 10% | - Secure Data Sharing, Listings, Marketplace - Data Clean Rooms, Collaboration Features - Data Protection, Retention, Time Travel, Fail-safe |
| Account Management & Data Governance | 20% | - Governance: Resource Monitors, Data Masking, Row/Column Security - Security: Network Policies, MFA, Encryption - Access Control: RBAC, DAC, Roles, Privileges - Trust Center, Data Lineage, Compliance |
| Data Loading, Unloading & Connectivity | 18% | - External Integrations, Connectors, SnowSQL - Bulk Load, Streaming, Dynamic Tables - Unloading Data, Export Options - Stages, File Formats, COPY INTO, Snowpipe |
| Performance Optimization, Querying & Transformation | 21% | - Materialized Views, Streams, Tasks, Pipelines - SQL Transformations, Semi-structured/Unstructured Data - Query Processing, Profiling, Optimization - Cortex AI, Notebooks, Apache Iceberg Tables |
| Snowflake Architecture & Core Concepts | 31% | - Virtual Warehouses, Clustering, Caching - Databases, Schemas, Objects, Data Types - Snowsight Interface, Core Platform Features - Cloud Services Layer, Compute Layer, Storage Layer |
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NEW QUESTION # 954
When a multi-cluster virtual warehouse is using an Economy scaling policy, when will an additional cluster be automatically started to handle queued queries?
Answer: C
Explanation:
The correct answer is D. When the system estimates that there is enough query load to keep the new cluster busy for at least 6 minutes .
In Snowflake, a multi-cluster warehouse can use either a Standard or Economy scaling policy. The Economy scaling policy is more conservative. It starts additional clusters only when Snowflake estimates that the extra cluster will have enough work to justify the additional compute cost.
Why D is correct:
With the Economy scaling policy, Snowflake starts another cluster only if the system estimates there is enough query load to keep the new cluster busy for approximately 6 minutes. This helps reduce credit consumption by avoiding unnecessary short-lived cluster starts.
Why the other options are incorrect:
A). The condition is not based on all active clusters running queries for more than 6 minutes.
B). A single queued query for more than 6 minutes is not the exact Economy scaling rule.
C). The rule is not specifically based on 3 or more queued queries.
D). This matches Snowflake's documented behavior for the Economy scaling policy.
Official Snowflake documentation reference:
Snowflake documentation explains that the Economy scaling policy conserves credits by starting additional clusters only when Snowflake estimates enough query load exists to keep the cluster busy for at least 6 minutes.
Reference: Snowflake Documentation - Multi-cluster warehouses; Snowflake Documentation - Scaling policy; SnowPro Core Study Guide - Virtual Warehouses and Resource Management.
NEW QUESTION # 955
Which function will generate a URL that can be accessed by a non-Snowflake user?
Answer: A
NEW QUESTION # 956
What happens when a Snowflake user changes the data retention period at the schema level?
Answer: C
Explanation:
When the data retention period is changed at the schema level, all child objects that do not have an explicit retention period set will inherit the new retention period from the schema4.
NEW QUESTION # 957
How does Snowflake support Multi-Factor Authentication (MFA) with a second factor device?
Answer: B
NEW QUESTION # 958
What happens to the shared objects for users in a consumer account from a share, once a database has been created in that account?
Answer: A
Explanation:
Once a database has been created in a consumer account from a share, the shared objects become accessible to users in that account.The shared objects are not transferred or copied; they remain in the provider's account and are accessible to the consumer account
NEW QUESTION # 959
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