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Snowflake SnowPro Core Practice Test - Questions Answers, Page 40

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Which Snowflake feature allows a user to track sensitive data for compliance, discovery, protection, and resource usage?

A.
Tags
A.
Tags
Answers
B.
Comments
B.
Comments
Answers
C.
Internal tokenization
C.
Internal tokenization
Answers
D.
Row access policies
D.
Row access policies
Answers
Suggested answer: A

Explanation:

Tags in Snowflake allow users to track sensitive data for compliance, discovery, protection, and resource usage.They enable the categorization and tracking of data, supporting compliance with privacy regulations678.

Reference: [COF-C02] SnowPro Core Certification Exam Study Guide

What are key characteristics of virtual warehouses in Snowflake? (Select TWO).

A.
Warehouses that are multi-cluster can have nodes of different sizes.
A.
Warehouses that are multi-cluster can have nodes of different sizes.
Answers
B.
Warehouses can be started and stopped at any time.
B.
Warehouses can be started and stopped at any time.
Answers
C.
Warehouses can be resized at any time, even while running.
C.
Warehouses can be resized at any time, even while running.
Answers
D.
Warehouses are billed on a per-minute usage basis.
D.
Warehouses are billed on a per-minute usage basis.
Answers
E.
Warehouses can only be used for querying and cannot be used for data loading.
E.
Warehouses can only be used for querying and cannot be used for data loading.
Answers
Suggested answer: B, C

Explanation:

Virtual warehouses in Snowflake can be started and stopped at any time, providing flexibility in managing compute resources.They can also be resized at any time, even while running, to accommodate varying workloads910.

Reference: [COF-C02] SnowPro Core Certification Exam Study Guide

Which parameter can be set at the account level to set the minimum number of days for which Snowflake retains historical data in Time Travel?

A.
DATA_RETENTION_TIME_IN_DAYS
A.
DATA_RETENTION_TIME_IN_DAYS
Answers
B.
MAX_DATA_EXTENSION_TIME_IN_DAYS
B.
MAX_DATA_EXTENSION_TIME_IN_DAYS
Answers
C.
MIN_DATA_RETENTION_TIME_IN_DAYS
C.
MIN_DATA_RETENTION_TIME_IN_DAYS
Answers
D.
MAX CONCURRENCY LEVEL
D.
MAX CONCURRENCY LEVEL
Answers
Suggested answer: A

Explanation:

The parameterDATA_RETENTION_TIME_IN_DAYScan be set at the account level to define the minimum number of days Snowflake retains historical data for Time Travel1.

A tag object has been assigned to a table (TABLE_A) in a schema within a Snowflake database.

Which CREATE object statement will automatically assign the TABLE_A tag to a target object?

A.
CREATE TABLE <table_name> LIKE TABLE_A;
A.
CREATE TABLE <table_name> LIKE TABLE_A;
Answers
B.
CREATE VIEW <view_name> AS SELECT * FROM TABLE_A;
B.
CREATE VIEW <view_name> AS SELECT * FROM TABLE_A;
Answers
C.
CREATE TABLE <table_name> AS SELECT * FROM TABLE_A;
C.
CREATE TABLE <table_name> AS SELECT * FROM TABLE_A;
Answers
D.
CREATE MATERIALIZED VIEW <view name> AS SELECT * FROM TABLE A;
D.
CREATE MATERIALIZED VIEW <view name> AS SELECT * FROM TABLE A;
Answers
Suggested answer: C

Explanation:

When a tag object is assigned to a table, using the statementCREATE TABLE <table_name> AS SELECT * FROM TABLE_Awill automatically assign the TABLE_A tag to the newly created table2.

What objects in Snowflake are supported by Dynamic Data Masking? (Select TWO).'

A.
Views
A.
Views
Answers
B.
Materialized views
B.
Materialized views
Answers
C.
Tables
C.
Tables
Answers
D.
External tables
D.
External tables
Answers
E.
Future grants
E.
Future grants
Answers
Suggested answer: A, C

Explanation:

Dynamic Data Masking in Snowflake supportstables and views.These objects can have masking policies applied to their columns to dynamically mask data at query time3.

What happens when a Snowflake user changes the data retention period at the schema level?

A.
All child objects will retain data for the new retention period.
A.
All child objects will retain data for the new retention period.
Answers
B.
All child objects that do not have an explicit retention period will automatically inherit the new retention period.
B.
All child objects that do not have an explicit retention period will automatically inherit the new retention period.
Answers
C.
All child objects with an explicit retention period will be overridden with the new retention period.
C.
All child objects with an explicit retention period will be overridden with the new retention period.
Answers
D.
All explicit child object retention periods will remain unchanged.
D.
All explicit child object retention periods will remain unchanged.
Answers
Suggested answer: B

Explanation:

When the data retention period is changed at the schema level, all child objects that do not have an explicit retention period set will inherit the new retention period from the schema4.

Which Snowflake function will parse a JSON-null into a SQL-null?

A.
TO_CHAR
A.
TO_CHAR
Answers
B.
TO_VARIANT
B.
TO_VARIANT
Answers
C.
TO_VARCHAR
C.
TO_VARCHAR
Answers
D.
STRIP NULL VALUE
D.
STRIP NULL VALUE
Answers
Suggested answer: D

Explanation:

TheSTRIP_NULL_VALUEfunction in Snowflake is used to convert a JSON null value into a SQL NULL value1.

While working with unstructured data, which file function generates a Snowflake-hosted file URL to a staged file using the stage name and relative file path as inputs?

A.
GET_PRESIGNED_URL
A.
GET_PRESIGNED_URL
Answers
B.
GET_ABSOLUTE_PATH
B.
GET_ABSOLUTE_PATH
Answers
C.
BUILD_STAGE_FILE_URL
C.
BUILD_STAGE_FILE_URL
Answers
D.
BUILD SCOPED FILE URL
D.
BUILD SCOPED FILE URL
Answers
Suggested answer: C

Explanation:

TheBUILD_STAGE_FILE_URLfunction generates a Snowflake-hosted file URL to a staged file using the stage name and relative file path as inputs2.

Which Snowflake database object can be used to track data changes made to table data?

A.
Tag
A.
Tag
Answers
B.
Task
B.
Task
Answers
C.
Stream
C.
Stream
Answers
D.
Stored procedure
D.
Stored procedure
Answers
Suggested answer: C

Explanation:

AStreamobject in Snowflake is used for change data capture (CDC), which records data manipulation language (DML) changes made to tables, including inserts, updates, and deletes3.

What transformations are supported when loading data into a table using the COPY INTO <table> command? (Select TWO).

A.
Column reordering
A.
Column reordering
Answers
B.
Column omission
B.
Column omission
Answers
C.
JOIN function
C.
JOIN function
Answers
D.
FLATTEN function
D.
FLATTEN function
Answers
E.
GROUP BY function
E.
GROUP BY function
Answers
Suggested answer: A, B

Explanation:

TheCOPY INTO <table>command in Snowflake supports column reordering and column omission as part of its data transformation capabilities during the load process45.

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