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| Section | Objectives |
|---|---|
| Topic 1: Snowflake Architecture and Platform Concepts | - Virtual warehouses and compute model - Snowflake architecture fundamentals - Storage and data organization |
| Topic 2: Security and Access Control | - Role-based access control (RBAC) - Authentication and user management |
| Topic 3: Data Sharing and Protection | - Data replication and failover concepts - Secure data sharing |
| Topic 4: Data Loading and Unloading | - Bulk data loading using stages and COPY INTO - External and internal stages |
| Topic 5: Data Transformation and Processing | - SQL operations in Snowflake - Streams and tasks for data pipelines |
| Topic 6: Performance and Optimization | - Query optimization basics - Warehouse sizing and scaling |
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NEW QUESTION # 675
What privileges or user roles are required to get or request access to data that is available in the Snowflake Marketplace? (Select TWO).
Answer: C,E
NEW QUESTION # 676
Who can create network policies within Snowflake? (Select TWO).
Answer: A,D
Explanation:
In Snowflake, network policies define the allowed IP address ranges from which users can connect to Snowflake, enhancing security by restricting access based on network location. The creation and management of network policies require sufficient privileges. Specifically, a user with theSECURITYADMINrole or any role with higher privileges, such asACCOUNTADMIN, can create network policies. Additionally, a custom role can be granted theCREATE NETWORK POLICYprivilege, enabling users assigned to that role to also create network policies. This approach allows for flexible and secure management of network access to Snowflake.
References: Snowflake Documentation on Network Policies
NEW QUESTION # 677
A materialized view should be created when which of the following occurs? (Choose two.)
Answer: A,D
Explanation:
A materialized view is beneficial when the query consumes many compute resources every time it runs (B), and when the results of the query do not change often and are used frequently (E).This is because materialized views store pre-computed data, which can speed up query performance for workloads that are run frequently or are complex
NEW QUESTION # 678
While unloading a relational table to JSON, which function can be combined with the COPY INTO < location
> command to convert the table rows into a relational table with a single VARIANT column and then unload the rows into a file?
Answer: A
Explanation:
OBJECT_CONSTRUCT() converts each row into a single VARIANT object , which can then be unloaded in JSON format using COPY INTO. This is essential when converting relational data into semi-structured JSON .
Reference:
Snowflake Docs: OBJECT_CONSTRUCT
NEW QUESTION # 679
Which Snowflake feature is used for both querying and restoring data?
Answer: D
Explanation:
Snowflake's Time Travel feature is used for both querying historical data in tables and restoring and cloning historical data in databases, schemas, and tables3. It allows users to access historical data within a defined period (1 day by default, up to 90 days for Snowflake Enterprise Edition) and is a key feature for data recovery and management. References: [ COF-C03 ] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 680
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