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The first part of the exam covers topics such as Snowflake architecture, database objects, security, and performance tuning. The second part of the exam covers topics such as data loading, data unloading, and data transformation. The hands-on exercises in the second part of the exam require candidates to demonstrate their skills in using Snowflake to load, transform, and unload data.

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Snowflake SnowPro Core Certification Exam Sample Questions (Q306-Q311):

NEW QUESTION # 306
Which Snowflake privilege is required on a pipe object to pause or resume pipes?

A. SELECT
B. USAGE
C. READ
D. OPERATE

Answer: D

Explanation:
OPERATE. In Snowflake, to pause or resume a pipe, the OPERATE privilege is required on the pipe object.
The OPERATE privilege allows users to perform operational tasks on specific objects such as pipes, tasks, and streams. Specifically, for a pipe, the OPERATE privilege enables the user to execute the ALTER PIPE
... SET PIPE_EXECUTION_PAUSED=TRUE or ALTER PIPE ... SET
PIPE_EXECUTION_PAUSED=FALSE commands, which are used to pause or resume the pipe, respectively.
Here's a step-by-step explanation and reference:
* Understanding Pipe Operations: Pipes in Snowflake are used for continuous data loading from staging areas into Snowflake tables. Managing pipes involves operations such as creating, monitoring, pausing, and resuming.
* Privileges for Pipe Operations: The OPERATE privilege is essential for pausing and resuming pipes.
This privilege is more specific than general object access privileges like SELECT or USAGE and is tailored for operational control.
* Granting the OPERATE Privilege: To grant the OPERATE privilege on a pipe, an administrator or a user with the necessary grants can execute the SQL command:
GRANT OPERATE ON PIPE <pipe_name> TO ROLE <role_name>;
* Pausing and Resuming Pipes: Once the OPERATE privilege is granted, the user or role can pause the pipe using:
ALTER PIPE <pipe_name> SET PIPE_EXECUTION_PAUSED=TRUE;
To resume the pipe, they use:
ALTER PIPE <pipe_name> SET PIPE_EXECUTION_PAUSED=FALSE;
Reference: For more information on pipe operations and privileges, you can refer to Snowflake's official documentation on pipes and security access control: https://docs.snowflake.com/en/sql-reference/sql/grant- privilege.html and https://docs.snowflake.com/en/user-guide/data-pipelines-intro.html#managing-pipes

NEW QUESTION # 307
Which command will create an ARRAY output from inputs 'a' and 'b'?

A. ARRAY_CONSTRUCT('a', 'b');
B. AS_ARRAY('a', 'b');
C. TO_ARRAY('a', 'b');
D. LISTAGG('a', 'b');

Answer: D

NEW QUESTION # 308
A data provider shares a Snowflake secure view with a user who is outside of the provider's organization.
Which parameter can the provider use to impersonate the user and access the view?

A. CLIENT_METADATA_USE_SESSION_DATABASE
B. SHOW_SHARES
C. ALLOWED_SHARES
D. SIMULATED_DATA_SHARING_CONSUMER

Answer: D

NEW QUESTION # 309
What are valid values for the FIELD_OPTIONALLY_ENCLOSED_BYoption in the copy into < location > command used during data unloading? (Select TWO).

A. NONE
B. ' NONE '
C. ' NULL '
D. NULL
E. Single quote character ( ' )

Answer: D,E

NEW QUESTION # 310
Which command is used to unload files from an internal or external stage to a local file system?

A. GET
B. TRANSFER
C. PUT
D. COPY INTO

Answer: D

NEW QUESTION # 311
......

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