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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Loading & Transformation | 20% | - Data transformation & querying
|
| Topic 2: Data Pipelines & Automation | 10% | - Workflow & automation
|
| Topic 3: Data Protection & Data Sharing | 10% | - Data recovery & retention
|
| Topic 4: Account Access & Security | 20% | - Data protection & governance
|
| Topic 5: Snowflake Architecture & Cloud Concepts | 25% | - Account structure and hierarchy
|
| Topic 6: Performance Concepts & Optimization | 15% | - Warehouse sizing & tuning
|
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NEW QUESTION # 287
What is the purpose of this Snowflake function? Select TWO.
SYSTEM$PIPE_STATUS( ' < pipe_name > ' )
Answer: D,E
Explanation:
The correct answers are C. To determine if the pipe is suspended and D. To troubleshoot errors in a pipe execution .
SYSTEM$PIPE_STATUS returns status information about a Snowpipe pipe. This function is useful for monitoring Snowpipe health and troubleshooting ingestion issues.
Why C is correct:
The output of SYSTEM$PIPE_STATUS includes information that can indicate whether a pipe is paused or running, helping determine whether ingestion is suspended.
Why D is correct:
The function can return diagnostic information about pipe execution, including pending files, notification channel status, and error-related information. This helps troubleshoot Snowpipe loading problems.
Example:
SELECT SYSTEM$PIPE_STATUS( ' my_pipe ' );
Why the other options are incorrect:
A). The pipe name is supplied as input to the function; the function is not primarily used to identify the pipe name.
B). SYSTEM$PIPE_STATUS is informational only. It does not modify pipe configuration. Configuration changes are made with commands such as ALTER PIPE.
E). Snowpipe loads data into tables. It does not unload data. Listing staged files is done using stage listing commands or directory tables, not SYSTEM$PIPE_STATUS.
Official Snowflake documentation reference:
Snowflake documentation describes SYSTEM$PIPE_STATUS as a system function that retrieves a JSON representation of the current status of a pipe, useful for monitoring and troubleshooting Snowpipe.
Reference: Snowflake Documentation - SYSTEM$PIPE_STATUS; Snowflake Documentation - Snowpipe monitoring and troubleshooting; SnowPro Core Study Guide - Data Loading and Unloading.
NEW QUESTION # 288
How does the Access_History view enhance overall data governance pertaining to read and write operations?
(Select TWO).
Answer: A,B
Explanation:
The ACCESS_HISTORY view in Snowflake is a powerful tool for enhancing data governance, especially concerning monitoring and auditing data access patterns for both read and write operations. The key ways in which ACCESS_HISTORY enhances overall data governance are:
* B. Provides a unified picture of what data was accessed and when it was accessed: This view logs details about query executions, including the objects (tables, views) accessed and the timestamps of these accesses. It's instrumental in auditing and compliance scenarios, where understanding the access patterns to sensitive data is critical.
* E. Determines whether a given row in a table can be accessed by the user by filtering the data based on a given policy: While this option is a bit of a misinterpretation of what ACCESS_HISTORY directly offers, it indirectly supports data governance by providing the information necessary to analyze access patterns. This analysis can then inform policy decisions, such as implementing Row-Level Security (RLS) to restrict access to specific rows based on user roles or attributes.
ACCESS_HISTORY does not automatically apply data masking or tag columns with personal information.
However, the insights derived from analyzing ACCESS_HISTORY can be used to identify sensitive data and inform the application of masking policies or other security measures.
References:
* Snowflake Documentation on ACCESS_HISTORY: Access History
NEW QUESTION # 289
Which services does the Snowflake Cloud Services layer manage? (Select TWO).
Answer: B,D
Explanation:
Explanation
https://docs.snowflake.com/en/user-guide/intro-key-concepts.html
The cloud services layer is a collection of services that coordinate activities across Snowflake. These services tie together all of the different components of Snowflake in order to process user requests, from login to query dispatch. The cloud services layer also runs on compute instances provisioned by Snowflake from the cloud provider.
Services managed in this layer include:
* Authentication
* Infrastructure management
* Metadata management
* Query parsing and optimization
* Access control
NEW QUESTION # 290
Which property or parameter can be used to temporarily disable Multi-Factor Authentication (MFA) for a Snowflake user?
Answer: B
NEW QUESTION # 291
What versions of Snowflake should be used to manage compliance with Personal Identifiable Information (PII) requirements? (Choose two.)
Answer: A,E
NEW QUESTION # 292
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