NAS-C01 Exam Dumps | You are developing a Snowflake Native Application that leverages user-defined functions (UDFs) and stored

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Question 109/161

You are developing a Snowflake Native Application that leverages user-defined functions (UDFs) and stored procedures. During the security scanning process before listing on the Snowflake Marketplace, you encounter a 'Failed to Detect Secrets' error. After investigation, you determine that the error stems from hardcoded API keys within a Python UDF that are being used to interact with a third-party service. Which of the following strategies would be MOST effective and secure to resolve this issue and pass the security scan?

A. Encrypt the API keys within the Python UDF using a symmetric encryption algorithm and store the encryption key in a secure string within the application package.

B. Replace the hardcoded API keys with references to Snowflake secrets and grant the necessary privileges to the application role. Access the secrets within the UDF using the 'SYSTEM$GET SECRET function.

C. Obfuscate the API keys within the Python UDF using a string manipulation technique. This will make it harder for unauthorized users to discover the keys.

D. Remove the Python UDF entirely and rewrite the logic in SQL stored procedures. Store the API keys as environment variables within the stored procedure's definition.

E. Store the API keys in a separate, secured table within the application's data container and access them dynamically within the Python UDF using SQL queries.

Correct Answer: B

Snowflake Secrets are the recommended and most secure way to handle sensitive information like API keys. Using 'SYSTEM$GET_SECRET allows you to retrieve the secrets at runtime without hardcoding them in the application code. Options A and C provide weak security and are easily compromised. Option D may not be feasible depending on the complexity of the UDF. Option E introduces complexities in data access and security management.

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