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| Section | Weight | Objectives |
|---|---|---|
| Data Loading, Unloading & Connectivity | 18% | - Bulk Load, Streaming, Dynamic Tables - Stages, File Formats, COPY INTO, Snowpipe - External Integrations, Connectors, SnowSQL - Unloading Data, Export Options |
| Snowflake Architecture & Core Concepts | 31% | - Cloud Services Layer, Compute Layer, Storage Layer - Snowsight Interface, Core Platform Features - Databases, Schemas, Objects, Data Types - Virtual Warehouses, Clustering, Caching |
| Account Management & Data Governance | 20% | - Access Control: RBAC, DAC, Roles, Privileges - Trust Center, Data Lineage, Compliance - Governance: Resource Monitors, Data Masking, Row/Column Security - Security: Network Policies, MFA, Encryption |
| Performance Optimization, Querying & Transformation | 21% | - Cortex AI, Notebooks, Apache Iceberg Tables - Materialized Views, Streams, Tasks, Pipelines - SQL Transformations, Semi-structured/Unstructured Data - Query Processing, Profiling, Optimization |
| Data Collaboration & Protection | 10% | - Secure Data Sharing, Listings, Marketplace - Data Clean Rooms, Collaboration Features - Data Protection, Retention, Time Travel, Fail-safe |
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NEW QUESTION # 872
What is a characteristic of materialized views in Snowflake?
Answer: A
Explanation:
One of the characteristics of materialized views in Snowflake is that they allow multiple tables to be joined in the underlying query.This enables the pre-computation of complex queries involving joins, which can significantly improve the performance of subsequent queries that access the materialized view4.References:[COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 873
What MINIMUM privilege is required on the external stage for any role in the GET REST API to access unstructured data files using a file URL?
Answer: B
Explanation:
The minimum privilege required on an external stage for any role to access unstructured data files using a file URL in the GET REST API is READ. This allows the role to retrieve or download data files from the stage.
NEW QUESTION # 874
What is the MAXIMUM Time Travel retention period for a transient table?
Answer: B
Explanation:
The maximum Time Travel retention period for a transient table in Snowflake is 1 day.This is the default and maximum duration for which Snowflake maintains the historical data for transient tables, allowing users to query data as it appeared at any point within the past 24 hours2.
NEW QUESTION # 875
How can a user work with multiple assigned roles without the need to frequently switch roles?
Answer: A
Explanation:
The correct answer is A. Use secondary roles and primary roles .
Corrected typo:
Option B contains a typing error. ACCOONTADKIN should be corrected to ACCOUNTADMIN .
Snowflake allows a session to use a primary role and, optionally, secondary roles. Secondary roles allow users to access privileges from additional granted roles without constantly switching the active primary role.
Why A is correct:
A user can activate secondary roles by using USE SECONDARY ROLES. When secondary roles are enabled, the user can use privileges granted to all active secondary roles in addition to the current primary role.
Example:
USE ROLE analyst_role;
USE SECONDARY ROLES ALL;
This allows the user to operate with privileges from the primary role and all granted secondary roles.
Why the other options are incorrect:
B). Granting ACCOUNTADMIN is excessive and violates least privilege.
C). Granting a parent role may work in some role hierarchy designs, but it is not the specific Snowflake feature that allows multiple roles to be active in a session.
D). Creating a new combined role can work administratively, but it adds operational overhead and is not as direct as using secondary roles.
Official Snowflake documentation reference:
Snowflake documentation explains that a session has one current primary role and can also activate secondary roles. Secondary roles allow the privileges of additional roles granted to the user to be considered during authorization.
Reference: Snowflake Documentation - Role hierarchy and privilege inheritance; Snowflake Documentation
- Secondary roles; SnowPro Core Study Guide - Security and Access Control.
NEW QUESTION # 876
What happens when a network policy includes values that appear in both the allowed and blocked IP address list?
Answer: C
Explanation:
In Snowflake, when setting up a network policy that specifies both allowed and blocked IP address lists, if an IP address appears in both lists, access from that IP address will be denied. The reason is that Snowflake prioritizes security, and the presence of an IP address in the blocked list indicates it should not be allowed regardless of its presence in the allowed list. This ensures that access controls remain stringent and that any potentially unsafe IP addresses are not inadvertently permitted access.
References:
Snowflake Documentation: Network Policies
NEW QUESTION # 877
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