NAS-C01 Exam Dumps | A customer has installed your Snowflake Native Application, which utilizes a IJDF that performs complex

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Question 70/161

A customer has installed your Snowflake Native Application, which utilizes a IJDF that performs complex calculations. The customer reports performance issues and sporadic errors. As the application provider, how can you BEST establish telemetry and observability to diagnose the problem, without compromising the customer's data security or privacy?

A. Request direct access to the customer's Snowflake account to inspect the IJDF execution logs and query performance metrics.

B. Implement logging within the UDF to capture execution time, input parameters (anonymized), and error messages. Store this data in an Event Table within the application provider's account and expose aggregate statistics through a secure API endpoint for the consumer to monitor.

C. Utilize Snowflake's Query History to track the IJDF's performance in the customer's account and provide recommendations based on the observed query patterns.

D. Instruct the customer to enable verbose logging in their Snowflake account and provide you with the log files for analysis.

E. Create a shared view on the UDF execution logs in the customer's account, granting you read-only access to the relevant information.

Correct Answer: B

Option B provides a balanced approach to observability and security. By logging anonymized input parameters and execution time within the IJDF and storing the data in an Event Table in the application provider's account, you can analyze performance and identify errors without directly accessing the customer's sensitive data. Exposing aggregate statistics allows the customer to monitor the application's performance. The other options either compromise security or rely on the customer to provide data, which might not be feasible or secure.

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