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| Section | Weight | Objectives |
|---|---|---|
| Data Collaboration & Protection | 10% | - Secure Data Sharing, Listings, Marketplace - Data Protection, Retention, Time Travel, Fail-safe - Data Clean Rooms, Collaboration Features |
| Snowflake Architecture & Core Concepts | 31% | - Virtual Warehouses, Clustering, Caching - Cloud Services Layer, Compute Layer, Storage Layer - Databases, Schemas, Objects, Data Types - Snowsight Interface, Core Platform Features |
| Data Loading, Unloading & Connectivity | 18% | - Unloading Data, Export Options - Stages, File Formats, COPY INTO, Snowpipe - Bulk Load, Streaming, Dynamic Tables - External Integrations, Connectors, SnowSQL |
| Account Management & Data Governance | 20% | - Trust Center, Data Lineage, Compliance - Security: Network Policies, MFA, Encryption - Governance: Resource Monitors, Data Masking, Row/Column Security - Access Control: RBAC, DAC, Roles, Privileges |
| Performance Optimization, Querying & Transformation | 21% | - Materialized Views, Streams, Tasks, Pipelines - Cortex AI, Notebooks, Apache Iceberg Tables - Query Processing, Profiling, Optimization - SQL Transformations, Semi-structured/Unstructured Data |
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NEW QUESTION # 349
What is the MAXIMUM size limit for a record of a VARIANT data type?
Answer: B
Explanation:
The maximum size limit for a record of a VARIANT data type in Snowflake is 16MB. This allows for storing semi-structured data types like JSON, Avro, ORC, Parquet, or XML within a single VARIANT column.References:Based on general database knowledge as of 2021.
NEW QUESTION # 350
In the Data Exchange, who can get or request data from the listings? (Select TWO).
Answer: C,E
Explanation:
In the Snowflake Data Exchange, the ability to get or request data from listings is generally controlled by specific roles and privileges:
A . Users with ACCOUNTADMIN role: This role typically has the highest level of access within a Snowflake account, including the ability to manage and access all features and functions. Users with this role can access data listings within the Data Exchange.
D . Users with import share privilege: This specific privilege is necessary for users who need to import shared data from the Data Exchange. This privilege allows them to request and access data listings explicitly shared with them.
NEW QUESTION # 351
Which security feature supports the replacement of active keys to enhance key-pair authentication?
Answer: C
Explanation:
The correct answer is C. Rotation .
Key-pair authentication uses a public/private key pair to authenticate users or applications. To improve security, keys should be replaced periodically or when there is a possibility that a key has been exposed. This process is called key rotation .
Why C is correct:
Key rotation allows an organization to replace active keys with new keys. In Snowflake, users can have public keys assigned for key-pair authentication, and rotating keys helps maintain secure authentication practices.
Why the other options are incorrect:
A). Authentication is the overall process of verifying identity, not the specific feature for replacing keys.
B). Passkeys are a different authentication mechanism and are not the feature used to replace active key-pair authentication keys.
D). Time-based one-time passcodes are associated with MFA, not key-pair replacement.
Official Snowflake documentation reference:
Snowflake documentation describes key-pair authentication and includes key rotation as a security practice for replacing public/private key pairs.
Reference: Snowflake Documentation - Key-pair authentication; Snowflake Documentation - Key rotation; SnowPro Core Study Guide - Security and Access Control.
NEW QUESTION # 352
What is the MINIMUM edition of Snowflake that is required to use a SCIM security integration?
Answer: C
Explanation:
The minimum edition of Snowflake required to use a SCIM security integration is the Enterprise Edition. SCIM integrations are used for automated management of user identities and groups, and this feature is available starting from the Enterprise Edition of Snowflake.References:[COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 353
Which features could be used to improve the performance of queries that return a small subset of rows from a large table? (Select TWO).
Answer: C,E
NEW QUESTION # 354
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