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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q250-Q255):

NEW QUESTION # 250
You are developing a Snowflake Native Application that includes a Python UDE This UDF needs to interact with an external API that requires authentication using OAuth 2.0. The application package should securely manage the OAuth credentials without exposing them to the consumer account. How can you securely configure and access the OAuth credentials from within the UDF?

Answer: B,E

Explanation:
Storing credentials directly in the code (A) is a major security risk. Environment variables in Snowflake (B) are not designed for sensitive credentials. Snowflake's secret management (C) provides a secure way to store and access secrets. Using an external storage with an external function (D) is a viable option but adds complexity. OAuth integration (E) allows Snowflake to handle the OAuth flow, providing secure token management. Therefore, C and E provide the most secure and manageable solutions.


NEW QUESTION # 251
You are developing a Snowflake Native Application that performs complex data transformations. You need to monitor the application's performance, identify bottlenecks, and track resource consumption. Which of the following approaches would effectively establish observability and telemetry for your application, ensuring you can gather granular insights into its operations?

Answer: B,C,D

Explanation:
Options B, C, and E are the most effective. Option B provides real-time monitoring and alerting. Option C leverages Snowflake's built-in monitoring capabilities, providing valuable insights into query performance and resource usage. Option E is leveraging the new functionality of Streamlit integration, offering the visualization on the go. Option A requires managing the logging tables. Option D is cumbersome due to the external data process and the need to download the logs.


NEW QUESTION # 252
A Snowflake Native App provider is developing an application that requires a consumer to execute stored procedures owned by the application. These procedures need to access data within the application's container. Which of the following sets of actions are required for a consumer to successfully execute these stored procedures?

Answer: A

Explanation:
To ensure secure and controlled access, the provider should create a custom role within the application package, grant the EXECUTE privilege on the stored procedures to this role, and then use an authorization grant to allow the consumer to assume this role. This approach provides granular control and avoids granting broad privileges to the consumer's account directly.


NEW QUESTION # 253
You are developing a Snowflake Native Application that requires maintaining multiple live versions for different customer segments. Some customers need to stay on an older version for compatibility reasons, while new customers should use the latest version. How can you best manage these different versions using Snowflake Native App features?

Answer: D

Explanation:
The correct answer is (C). Snowflake Native Apps allow you to create separate application packages for each version. Consumers can then choose the version that best suits their needs. Using the 'APPLICATION ROLE allows for controlling access to different resources within the application, ensuring proper data governance and security. Options A, D, and E are less efficient or not directly supported by the Snowflake Native App framework. Option B is partially correct that you can leverage application role but version control is through separate application packages.


NEW QUESTION # 254
You are designing a Snowflake Native Application that allows consumer accounts to customize certain aspects of its behavior. Specifically, the application needs to support consumer-defined thresholds for alerting, stored as parameters. You want to allow consumers to set these thresholds through the 'ALTER APPLICATION' command. How can you achieve this MOST effectively while ensuring that these parameters are securely managed and accessible within your application code?

Answer: E

Explanation:
The most effective and secure way is option E. Snowflake Native Apps support defining parameters in the 'manifest.ymr file. Setting mutable: True' allows consumers to modify these parameters using 'ALTER APPLICATION'. The 'APPLICATION_PARAMETER function provides a secure and supported mechanism to retrieve these values within the application's stored procedures or other code. Option A introduces security risks by directly modifying consumer tables. Option B uses the 'USING' clause which is not designed for consumer configuration and may not persist across application upgrades. Option C session variables are not designed for persistent consumer configuration and are not appropriate for this use case. Option D uses a non-existent function and would not work.


NEW QUESTION # 255
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