Snowflake SnowPro Core Practice Test - Questions Answers, Page 14
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Question 131

When loading data into Snowflake via Snowpipe what is the compressed file size recommendation?
Explanation:
For loading data into Snowflake via Snowpipe, the recommended compressed file size is between 100-250 MB.This size range is optimal for balancing the performance of parallel processing and minimizing the overhead associated with handling many small files2.
Question 132

Which Snowflake feature allows a user to substitute a randomly generated identifier for sensitive data, in order to prevent unauthorized users access to the data, before loading it into Snowflake?
Explanation:
The feature in Snowflake that allows a user to substitute a randomly generated identifier for sensitive data before loading it into Snowflake is known as External Tokenization.This process helps to secure sensitive data by ensuring that it is not exposed in its original form, thus preventing unauthorized access3.
Question 133

What is the SNOWFLAKE.ACCOUNT_USAGE view that contains information about which objects were read by queries within the last 365 days (1 year)?
Explanation:
TheACCESS_HISTORYview in theSNOWFLAKE.ACCOUNT_USAGEschema contains information about the access history of Snowflake objects, such as tables and views, within the last 365 days1.
Question 134

A running virtual warehouse is suspended.
What is the MINIMUM amount of time that the warehouse will incur charges for when it is restarted?
Explanation:
When a running virtual warehouse in Snowflake is suspended and then restarted, the minimum amount of time it will incur charges for is 60 seconds2.
Question 135

What are the responsibilities of Snowflake's Cloud Service layer? (Choose three.)
Explanation:
The responsibilities of Snowflake's Cloud Service layer include authentication (A), which ensures secure access to the platform; resource management (B), which involves allocating and managing compute resources; and query parsing and optimization (D), which improves the efficiency and performance of SQL query execution3.
Question 136

How long is the Fail-safe period for temporary and transient tables?
Explanation:
Temporary and transient tables in Snowflake do not have a Fail-safe period.Once the session ends or the tables are dropped, the data is purged and not recoverable1.
Question 137

Which command should be used to download files from a Snowflake stage to a local folder on a client's machine?
Explanation:
The GET command is used to download files from a Snowflake stage to a local folder on a client's machine2.
Question 138

How does Snowflake Fail-safe protect data in a permanent table?
Explanation:
Snowflake's Fail-safe provides a 7-day period during which data in a permanent table may be recoverable, but only by Snowflake Support, not by user operations3.
Question 139

A virtual warehouse is created using the following command:
Create warehouse my_WH with
warehouse_size = MEDIUM
min_cluster_count = 1
max_cluster_count = 1
auto_suspend = 60
auto_resume = true;
The image below is a graphical representation of the warehouse utilization across two days.
What action should be taken to address this situation?
Explanation:
The graphical representation of warehouse utilization indicates periods of significant queuing, suggesting that the current single cluster cannot efficiently handle all incoming queries.Configuring the warehouse to a multi-cluster warehouse will distribute the load among multiple clusters, reducing queuing times and improving overall performance1.
Reference = Snowflake Documentation on Multi-cluster Warehouses1
Question 140

Which minimum Snowflake edition allows for a dedicated metadata store?
Explanation:
The Enterprise edition of Snowflake allows for a dedicated metadata store, providing additional features designed for large-scale enterprises
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