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Snowflake Certified SnowPro Associate - Platform Certification Sample Questions (Q212-Q217):

NEW QUESTION # 212
A developer wants to create a stored procedure in Snowflake using the web UI worksheet. The stored procedure needs to accept a VARIANT data type as input, parse a JSON string within the VARIANT, and insert specific values from the JSON into a table. Which of the following code snippets, when placed inside the stored procedure's body, correctly parses the JSON and inserts the 'name' and 'age' from the VARIANT 'json_data' into the 'employees' table?

Answer: A

Explanation:
Option B is the correct answer. Snowflake uses the colon operator to access elements within a VARIANT data type representing a JSON object. The and are necessary to explicitly cast the extracted JSON values to the appropriate data types for the `employees' table. Options A, C, and D use incorrect syntax for accessing JSON elements within a VARIANT in Snowflake. Option E uses STRING and NIJMBER which may be less precise than VARCHAR and INT, although would function, Option B is best practice.

NEW QUESTION # 213
In a Snowflake Notebook, you're attempting to read data from a Snowflake table named
'CUSTOMER DATA into a Pandas DataFrame for further analysis. The table contains a column named of data type TIMESTAMP NTZ. Which of the following Python code snippets will successfully read the data and preserve the 'CREATED_AT column as a datetime object in the DataFrame?

A. Option D
B. Option E
C. Option C
D. Option A
E. Option B

Answer: A,D

Explanation:
Options A and D are the most efficient and correct. automatically handles the conversion of Snowflake TIMESTAMP NTZ to Pandas datetime objects. Option D `pd.read_sqr using the connection context is also good , which handles the conversion automatically as well. Option B fetches the data as tuples, requiring manual column naming and datetime conversion, and it is inefficient. Option C requires to work correctly. Option E cast timestamp column explicitly and defeats purpose.

NEW QUESTION # 214
A Snowflake account has the following role hierarchy: - ACCOUNTADMIN - SECURITYADMIN - DB_ADMIN - ETL USER - REPORT USER SECURITYADMIN reports to ACCOUNTADMIN, DB_ADMIN reports to SECURITYADMIN, ETL_USER and REPORT USER reports to DB_ADMIN. A user 'john.doe' has been granted the `REPORT USER role. 'john.doe' needs to execute a query that requires temporary table creation. However, the execution fails. Which of the following steps would CORRECTLY grant the minimum necessary privilege to 'john.doe' such that he can create temporary tables without compromising security or overly broad access?
Select all that apply:

A. Grant the 'CREATE TEMPORARY TABLE' privilege on the database to the 'DB_ADMIN' role.
Since 'REPORT_USER inherits from 'DB_ADMIN', 'john.doe' will gain the ability to create temporary tables.
B. Grant the 'CREATE TEMPORARY TABLE' privilege directly to the "REPORT_USER role.
'john.doe' will then have the required privilege to create temporary tables.
C. Create a new custom role, 'TEMP TABLE CREATOR. Grant the 'CREATE TEMPORARY TABLE privilege on the database to `TEMP TABLE_CREATOR. Grant this new role, , directly to the user
'john.doe'.
D. Create a new custom role, Grant the 'CREATE TEMPORARY TABLE privilege on the database to Then, grant the 'TEMP_TABLE CREATOR role to the 'REPORT USER role.
E. Grant the ACCOUNTADMIN role to the User john.doe

Answer: B,C

Explanation:
Options B and E are correct. Granting privileges directly to the role that needs them, or to the user, adheres to the principle of least privilege and avoids unintended privilege escalation through role hierarchy.Option A is incorrect because the correct choice will be to provide only privileges on temp table to the user. The privileges in that user role does not need to be escalated. Option C is incorrect because assigning the new custom role to report_user is a wrong approch, it will become a hierarchy and will be difficult to resolve, manage and maintain it. Option D is incorrect since granting ACCOUNTADMIN grants access to everything which goes against the principle of least privilege.

NEW QUESTION # 215
You are working with Snowflake Cortex and the COMPLETE function to generate marketing copy from product specifications. You have a table `PRODUCT SPECS containing 'PRODUCT NAME,
'KEY FEATURES, and TARGET AUDIENCE columns. You want to generate a concise and engaging marketing tagline for each product. Given that 'SNOWFLAKE.ML.COMPLETE is implemented as a secure external function, what are the MINIMUM set of steps to grant the necessary permissions and execute the function successfully (select all that apply)?

A. Ensure external functions are enabled at the account level: ALTER ACCOUNT SET ENABLE EXTERNAL FUNCTIONS-TRUE;
B. Grant the USAGE privilege on the database containing the SNOWFLAKE schema to the role executing the query using: GRANT USAGE ON DATABASE SNOWFLAKE SAMPLE DATA TO ROLE
C. Grant OWNERSHIP on the SNOWFLAKE.ML.COMPLETE to the role executing the query using:GRANT OWNERSHIP ON FUNCTION SNOWFLAKE .ML. COMPLETE TO ROLE;
D. Grant the EXECUTE TASK privilege on the account to the role executing the query using. `GRANT EXECUTE TASK ON ACCOUNT TO ROLE
E. Grant the USAGE privilege on the SNOWFLAKE schema to the role executing the query using:
GRANT USAGE ON SCHEMA SNOWFLAKE TO ROLE ,

Answer: A,B,E

Explanation:
The COMPLETE function, being implemented as an external function, requires specific privileges.
Granting USAGE on the schema (A) and database (C) containing the function is essential for accessing it. Also, external functions must be enabled at the account level(D). EXECUTE TASK is unrelated to external function execution. OWNERSHIP is not needed, USAGE provides sufficient access. A and C are prereqisite to use the functions and as well Snowflake ML complete being implemented as External function, the flag ENABLE EXTERNAL FUNCTIONS should be turned on, so the correct options are

NEW QUESTION # 216
Which of the following statements are TRUE regarding Snowflake Marketplace listings and data sharing (Select all that apply)?

A. Data sharing between accounts using shares consumes compute resources on the consumer's account.
B. Consumers can request a trial period for paid listings before subscribing.
C. All listings on the Snowflake Marketplace are free.
D. A data provider can monetize their data by offering paid listings on the Snowflake Marketplace.
E. Data sharing between accounts using shares consumes compute resources on the provider's account.

Answer: B,D,E

Explanation:
Paid listings are available on the Snowflake Marketplace, allowing providers to monetize data.
Consumers can often request trial periods for these listings. Standard data sharing leverages the provider's compute for data served from the share. Free listings are available, but not all listings are free. The consumer pays for compute when they create a database or access the data from provider.

NEW QUESTION # 217
......

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Snowflake Certified SnowPro Associate - Platform Certification Sample Questions (Q212-Q217):

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