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| Section | Objectives |
|---|---|
| Data Sharing and Protection | - Secure data sharing - Data replication and failover concepts |
| Snowflake Architecture and Platform Concepts | - Virtual warehouses and compute model - Snowflake architecture fundamentals - Storage and data organization |
| Data Transformation and Processing | - Streams and tasks for data pipelines - SQL operations in Snowflake |
| Performance and Optimization | - Warehouse sizing and scaling - Query optimization basics |
| Security and Access Control | - Role-based access control (RBAC) - Authentication and user management |
| Data Loading and Unloading | - Bulk data loading using stages and COPY INTO - External and internal stages |
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NEW QUESTION # 928
Which command is used to start configuring Snowflake for Single Sign-On (SSO)?
Answer: B
Explanation:
To start configuring Snowflake for Single Sign-On (SSO), the CREATE SECURITY INTEGRATION command is used.This command sets up a security integration object in Snowflake, which is necessary for enabling SSO with external identity providers using SAML 2.01.
References:[COF-C02] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 929
Which minimum Snowflake edition allows for a dedicated metadata store?
Answer: D
Explanation:
The Enterprise edition of Snowflake allows for a dedicated metadata store, providing additional features designed for large-scale enterprises
NEW QUESTION # 930
How can a user MINIMIZE Continuous Data Protection costs when using large, high-churn, dimension tables?
Answer: D
Explanation:
To minimize Continuous Data Protection (CDP) costs when dealing with large, high-churn dimension tables in Snowflake, using transient tables is a recommended approach.
Transient Tables: These are designed for data that does not require fail-safe protection. They provide the benefit of reducing costs associated with continuous data protection since they do not have the seven-day Fail-safe period that is mandatory for permanent tables.
Periodic Copying to Permanent Tables: By periodically copying data from transient tables to permanent tables, you can achieve a balance between data protection and cost-efficiency. Permanent tables offer the extended data protection features, including Time Travel and Fail-safe, but these features can be applied selectively rather than continuously, reducing the overall CDP costs.
References:
Snowflake Documentation on Transient Tables
Snowflake Documentation on Time Travel & Fail-safe
NEW QUESTION # 931
How can a Snowflake user access a JSON object, given the following table? (Select TWO).
Answer: B,C
Explanation:
To access a JSON object in Snowflake, dot notation is used where the path to the object is specified after the column name containing the JSON data. Both lowercase and uppercase can be used for attribute names, so both "name" and "Name" are valid. References: [COF-C03] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 932
What is the MAXIMUM number of clusters that can be provisioned with a multi-cluster virtual warehouse?
Answer: C
Explanation:
In Snowflake, the maximum number of clusters that can be provisioned within a multi-cluster virtual warehouse is 10. This allows for significant scalability and performance management by enabling Snowflake to handle varying levels of query load by adjusting the number of active clusters within the warehouse.References: Snowflake documentation on virtual warehouses, particularly the scalability options available in multi-cluster configurations.
NEW QUESTION # 933
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