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| Section | Objectives |
|---|---|
| Snowflake Architecture and Platform Concepts | - Virtual warehouses and compute model - Storage and data organization - Snowflake architecture fundamentals |
| Data Sharing and Protection | - Secure data sharing - Data replication and failover concepts |
| Data Transformation and Processing | - Streams and tasks for data pipelines - SQL operations in Snowflake |
| Data Loading and Unloading | - External and internal stages - Bulk data loading using stages and COPY INTO |
| Performance and Optimization | - Query optimization basics - Warehouse sizing and scaling |
| Security and Access Control | - Authentication and user management - Role-based access control (RBAC) |
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NEW QUESTION # 785
User-level network policies can be created by which of the following roles? (Select TWO).
Answer: C,E
Explanation:
User-level network policies in Snowflake can be created by roles with the necessary privileges to manage security and account settings. The ACCOUNTADMIN role has the highest level of privileges across the account, including the ability to manage network policies. The SECURITYADMIN role is specifically responsible for managing security objects within Snowflake, which includes the creation and management of network policies.
References:
[COF-C02] SnowPro Core Certification Exam Study Guide
Snowflake Documentation on Network Policies1
Section 1.3 - SnowPro Core Certification Study Guide
NEW QUESTION # 786
Which privilege is required to grant a database role to another role?
Answer: B
Explanation:
The correct answer is B. OWNERSHIP on the database role .
A database role is a securable object within a database. To grant a database role to another role, the granting role must have the authority to manage that database role. The OWNERSHIP privilege on the database role gives full control over the database role, including the ability to grant it.
Why B is correct:
The owner of a database role can grant that database role to another database role or account role, depending on the supported grant relationship.
Example concept:
GRANT DATABASE ROLE database1.db_role1 TO ROLE account_role1;
To perform this action, the executing role must have appropriate authority over database1.db_role1, such as OWNERSHIP.
Why the other options are incorrect:
A). USAGE on the database allows access to the database namespace, but it does not grant authority to grant a database role.
C). CREATE ROLE applies to creating account roles, not granting database roles.
D). MANAGE GRANTS can allow broad grant management, but the specific required object-level privilege in this question is OWNERSHIP on the database role.
Official Snowflake documentation reference:
Snowflake documentation explains that database roles are securable objects and that ownership provides full control over the object, including grant management.
Reference: Snowflake Documentation - Database roles; Snowflake Documentation - GRANT DATABASE ROLE; Snowflake Documentation - Access control privileges; SnowPro Core Study Guide - Security and Access Control.
==
NEW QUESTION # 787
Which object can be shared from a database in an account with other Snowflake accounts using Secure Data Sharing?
Answer: D
Explanation:
The correct answer is B. Iceberg table .
Snowflake Secure Data Sharing allows providers to share supported database objects with other Snowflake accounts. Supported objects include tables, secure views, secure materialized views, secure UDFs, and certain other supported table types. Snowflake-managed Iceberg tables can be shared in supported configurations.
Why B is correct:
An Iceberg table is a supported table object in Snowflake and can be shared using Secure Data Sharing, subject to Snowflake's supported Iceberg table sharing requirements.
Why the other options are incorrect:
A). Event tables are used to store logging and tracing event data. They are not the expected shareable object in this question.
C). Temporary tables exist only within the session that created them and cannot be shared with other accounts.
D). Stored procedures are not standard objects shared through Secure Data Sharing in the same way as tables and secure views.
Official Snowflake documentation reference:
Snowflake documentation lists supported objects for Secure Data Sharing and describes sharing supported table objects, including Iceberg tables where supported.
Reference: Snowflake Documentation - Secure Data Sharing; Shareable database objects; Iceberg tables; SnowPro Core Study Guide - Data Protection and Governance.
==
NEW QUESTION # 788
Which role must be used to create resource monitors?
Answer: D
Explanation:
In Snowflake, the ACCOUNTADMIN role is required to create resource monitors. Resource monitors are used to manage and monitor the consumption of compute resources. The ACCOUNTADMIN role has the necessary privileges to create, configure, and manage resource monitors across the account.
References:
Snowflake Documentation: Resource Monitors
NEW QUESTION # 789
When using the COPY INTO < location > command, which parameter is used to unload table rows into separate files?
Answer: C
Explanation:
The correct answer is B. PARTITION BY .
The PARTITION BY option in COPY INTO < location > partitions unloaded data into separate files based on the expression specified. This is commonly used to organize unloaded files by values such as date, region, or another column.
Why B is correct:
PARTITION BY controls how unloaded rows are grouped into different output paths/files.
Example:
COPY INTO @my_stage/sales/
FROM sales
PARTITION BY (TO_DATE(sale_date))
FILE_FORMAT = (TYPE = CSV);
This unloads rows into separate output paths based on the sale_date expression.
Why the other options are incorrect:
A). DETAILED_OUTPUT controls the amount of unload result information returned by the command.
C). FILE_FORMAT controls the format of the unloaded files, such as CSV, JSON, or Parquet.
D). HEADER controls whether column headings are included in unloaded output files.
Official Snowflake documentation reference:
Snowflake documentation for COPY INTO < location > describes PARTITION BY as the option used to partition unloaded rows into separate files based on an expression.
Reference: Snowflake Documentation - COPY INTO < location > ; Snowflake Documentation - Unloading data with partitioning; SnowPro Core Study Guide - Data Loading and Unloading.
NEW QUESTION # 790
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