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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are publishing a Snowflake Native Application to the Marketplace. You've completed initial testing, and the application appears to function as expected. However, the security scan consistently fails with a 'Data Exfiltration' error. The application includes a stored procedure that aggregates data from several tables within the application container and writes the results to an external stage using the 'COPY INTO' command. Review the following code snippet:

Which of the following changes is MOST likely to resolve the 'Data Exfiltration' error during the security scan?

A) Encrypt the data written to the external stage using client-side encryption with a key managed by the application provider.
B) Require the consumer to explicitly grant the application usage privilege on a secure external stage controlled by the consumer, and modify the procedure to validate the stage's existence and permissions before exporting data.
C) Modify the stored procedure to only export data to a table within the application container instead of an external stage.
D) Implement row-level security policies on the 'aggregated_data' table to restrict access to sensitive rows.
E) Remove the 'GRANT EXECUTE privilege on the 'export_data' procedure from the 'app_public' role.

2. You are developing a Snowflake Native Application that interacts with a user-provided data source. The application needs to validate that the user has granted the necessary permissions on their dat a. The application package contains the following setup script:

Which of the following approaches is the MOST secure and reliable way to check for SELECT privileges within the procedure?

A) Use 'SHOW GRANTS TO ROLE app_role' and parse the output to see if SELECT privilege on 'user_schema.user_table' exists.
B) Assume SELECT privileges are granted as part of the application installation process without explicit validation.
C) Attempt a 'SELECT COUNT( ) FROM within a "TRY...CATCH' block and infer permissions based on the error message.
D) Query the 'INFORMATION SCHEMA.TABLE PRIVILEGES' view to check if 'app_role' has SELECT privilege on 'user_schema.user_table'.
E) Use function with appropriate parameters to directly check if the 'app_role' has SELECT privilege on 'user schema.user table'.

3. Your Snowflake Native App includes a JavaScript UDF that processes data from a secure view provided by the provider account. During consumer testing, the UDF fails with an 'Authorization error' even though the consumer has been granted the necessary USAGE privileges on the application package. What is the MOST likely cause of this error, and how can you resolve it within the context of a Snowflake Native App?

A) The secure view in the provider account has data masking policies applied that prevent the UDF from accessing the data. Remove the masking policies.
B) The application package needs to be explicitly authorized to access secure views in the provider account. This requires a manifest update and resubmission of the package.
C) The UDF is not declared as SECURE, preventing it from accessing objects in a different security context. Declare the UDF as SECURE.
D) The consumer lacks the necessary permissions on the underlying tables referenced by the secure view in the provider account. Grant the consumer direct access to these tables.
E) The consumer's role does not have the OWNERSHIP privilege on the application object. Assign the OWNERSHIP privilege to the consumer's role.

4. 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?

A) Define parameters within the application manifest (manifest.yml) with mutable set to True. Use the SYSTEM$GET PARAMETER function within your application logic to retrieve these consumer-configurable values.
B) Define parameters within the application manifest (manifest.yml) with mutable set to True. Use the APPLICATION PARAMETER function within your application logic to retrieve these consumer-configurable values.
C) Define parameters using the 'USING' clause during application deployment in the provider account. Then, use 'ALTER APPLICATION' to modify these parameters in the consumer account.
D) Use 'ALTER APPLICATION' to modify session variables, which are then accessible within the application code via 'SYSTEM$GET_VARIABLE'.
E) Use 'ALTER APPLICATION' to directly modify values within a consumer-managed table, reading values from that table in your stored procedures.

5. Consider the following 'manifest.yml' file for a Snowflake Native App:

A) The application will fail to install because no 'privileges' are listed in the manifest file. All applications must declare the necessary privileges.
B) The application version will default to '0.0.1'. If the application includes a view, then the view needs access to the user data and must have a privilege declared to allow users to view data from the application.
C) The application version will be automatically assigned by Snowflake during the installation process on the consumer side.
D) The application version will default to '0.1.0' and the application can be installed successfully by any consumer account.
E) The application will fail to install because the version property is missing. Each version must explicitly be specified in the manifest file.

Solutions: