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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are developing a Snowflake Native Application that uses Snowpark Container Services. Your application consists of multiple containerized services that require varying levels of computational resources. You want to optimize resource utilization and minimize costs by using a single Compute Pool for all services, while ensuring that each service has guaranteed access to resources. Which of the following strategies and SQL commands (or configurations) can be used to achieve this?

A) Create a single Compute Pool and configure resource quotas for each service using container orchestration-specific configurations (e.g., Kubernetes resource quotas). While not directly managed via SQL, proper configuration of the container orchestrator is required.
B) Create separate Compute Pools for each service, sizing each pool according to the service's peak resource requirements.
C) Use a single Compute Pool and rely on the container orchestration system to dynamically allocate resources among the services. Monitor utilization and adjust the Compute Pool size as needed. No SQL commands are needed.
D) Create a resource monitor and assign it to the COMPUTE POOL to manage cost. Resource monitors cannot be used to granular control the compute pool usage for native applications.
E) Use a single Compute Pool, create separate user-defined functions (UDFs) for each service and control resource allocation using the 'RESOURCE MONITOR parameter for each UDF.

2. You are creating a Snowflake Native Application that includes a stored procedure to process sensitive dat a. The procedure needs to access data from a table owned by the application package and write processed data to a table in the consumer's account. The data in the consumer's table must only be accessible by authorized roles within the consumer's account, not directly by the application itself. Which of the following approaches ensures the MOST secure and controlled access to the consumer's data?

A) Grant the 'APPLICATION' role direct 'SELECT and 'INSERT privileges on the consumer's table.
B) Create a secure view on the consumer's table and grant the APPLICATION' role 'SELECT privileges on the view.
C) Implement an API endpoint within the application package that the consumer can call to retrieve the processed data.
D) Store the processed data in an intermediate stage accessible to both the application and the consumer.
E) Use the EXECUTE AS CALLER clause for the stored procedure, requiring the consumer to grant the necessary privileges to a role that executes the procedure.

3. Consider the following SQL code snippet within a Snowflake Native Application:

A) The statement will fail because the READ SESSION' privilege is not automatically granted to stored procedures. You must explicitly grant the privilege to the stored procedure's owner.
B) The statement will execute successfully, returning the session ID of the current session in which the stored procedure is running, provided the Native App has the 'READ SESSION' privilege (implicitly or explicitly).
C) The statement will execute successfully, returning the session ID of the current session in which the stored procedure is running, provided the caller has USAGE privilege on the database.
D) The statement will execute successfully, but the 'session_id' will always be null as the 'READ SESSION' privilege does not apply within stored procedures.
E) The statement will execute successfully, returning the session ID of the user who installed the Native Application.

4. Consider a scenario where you are developing a Snowflake Native App which utilizes a UDF (User-Defined Function). This UDF needs to access a secure external API using a secret stored securely within Snowflake. Which of the following statements are accurate regarding the necessary privileges and architecture for this setup? (Select all that apply)

A) The consumer account automatically inherits access to secrets created in the application package.
B) The application developer needs the 'CREATE SECRET privilege to create the secret in the application package.
C) The application package needs the EXECUTE privilege on the secret for the UDF to use it.
D) The application developer needs the "APPLY privilege to create the secret in the application package.
E) The application instance must be granted the REFERENCE USAGE privilege on the secret to allow the UDF to access it.

5. 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?

A) By leveraging the 'APPLICATION ROLE to control access to different versions using conditional logic within the application code.
B) By creating separate application packages for each version and managing them independently, allowing consumers to choose which version to install. The 'APPLICATION ROLE is used to define application-level access.
C) By creating separate Snowflake accounts for each customer segment, each with a different version of the application installed.
D) By using streams and tasks to replicate data and logic between different versions of the application, ensuring data consistency.
E) By implementing a custom versioning system within the application's stored procedures and functions, relying on consumer-provided parameters to determine which version of the logic to execute.

Solutions: