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| Section | Objectives |
|---|---|
| Security and Access Control | - Role-based access control (RBAC) - Authentication and user management |
| Data Sharing and Protection | - Secure data sharing - Data replication and failover concepts |
| Performance and Optimization | - Query optimization basics - Warehouse sizing and scaling |
| Data Transformation and Processing | - SQL operations in Snowflake - Streams and tasks for data pipelines |
| Snowflake Architecture and Platform Concepts | - Snowflake architecture fundamentals - Storage and data organization - Virtual warehouses and compute model |
| Data Loading and Unloading | - External and internal stages - Bulk data loading using stages and COPY INTO |
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NEW QUESTION # 1061
A query against which table will provide details about bytes consumed by active, Time Travel, and Fail-safe storage?
Answer: D
NEW QUESTION # 1062
Which Snowflake function will parse a JSON-null into a SQL-null?
Answer: C
Explanation:
The STRIP_NULL_VALUE function in Snowflake is used to convert a JSON null value into a SQL NULL value1.
NEW QUESTION # 1063
Where can file formats be specified when unloading data from Snowflake? Select TWO.
Answer: A,C
Explanation:
The correct answers are B. In a CREATE STAGE statement and E. In a COPY INTO < location > statement .
When unloading data from Snowflake, file format options can be specified directly in the COPY INTO < location > command or associated with a named stage. Defining the file format in a stage is useful when repeated loads or unloads use the same format settings.
Why B is correct:
A stage can include a file format definition or reference. When data is unloaded to that stage, the file format associated with the stage can be used.
Example:
CREATE STAGE my_stage
FILE_FORMAT = (TYPE = CSV FIELD_DELIMITER = ' , ' );
COPY INTO @my_stage
FROM my_table;
Why E is correct:
The COPY INTO < location > command can specify file format options directly.
Example:
COPY INTO @my_stage/output/
FROM my_table
FILE_FORMAT = (TYPE = CSV COMPRESSION = GZIP);
Why the other options are incorrect:
A). A SELECT statement defines the query result to unload, but file format options are not specified as part of a normal SELECT.
C). A database definition does not define unload file format options.
D). An integration defines access to external services or storage, not the file format used for unloading.
Official Snowflake documentation reference:
Snowflake documentation explains that file format options can be specified in the COPY INTO < location > command or as part of a named stage definition.
Reference: Snowflake Documentation - COPY INTO < location > ; Snowflake Documentation - CREATE STAGE; Snowflake Documentation - File formats; SnowPro Core Study Guide - Data Loading and Unloading.
==
NEW QUESTION # 1064
What can be shared when the SECURE_OBJECTS_ONLY property is set to FALSE?
Answer: B
Explanation:
The correct answer is A. View .
In Snowflake data sharing, secure objects are normally required when sharing views or functions because secure objects prevent sensitive underlying query details from being exposed. However, when the SECURE_OBJECTS_ONLY property is set to FALSE, non-secure views can be shared.
Why A is correct:
A view can be shared when SECURE_OBJECTS_ONLY = FALSE. This setting relaxes the requirement that only secure views be included.
Why the other options are incorrect:
B). Stored procedures are not standard objects shared through Snowflake secure data sharing in the same way as tables and views.
C). Storage integration access is not shared as a database object through a Snowflake share.
D). UDF sharing has security restrictions, and the safest exam answer here is a view when SECURE_OBJECTS_ONLY is disabled.
Official Snowflake documentation reference:
Snowflake documentation explains that shares can include database objects such as tables and views. Secure object requirements apply to certain shared objects, and the SECURE_OBJECTS_ONLY property controls whether only secure objects are allowed.
Reference: Snowflake Documentation - Secure Data Sharing; Snowflake Documentation - Shares; Snowflake Documentation - SECURE_OBJECTS_ONLY; SnowPro Core Study Guide - Data Protection and Governance.
NEW QUESTION # 1065
Which actions can be performed using a resource monitor in Snowflake? (Select TWO).
Answer: B,E
Explanation:
Resource monitors in Snowflake can perform actions such as suspending a virtual warehouse when its credit usage reaches a defined limit and triggering a notification to account administrators when credit usage reaches a specified threshold. These actions help manage and control resource usage and costs within Snowflake.
Snowflake Documentation: Resource Monitors
NEW QUESTION # 1066
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