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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q309-Q314):

NEW QUESTION # 309
A provider is developing a Snowflake Native Application that uses a managed task to perform critical data transformations. The provider wants to ensure the managed task is only ever executed when the application is in a 'RUNNING' state. They have defined a secure view which returns a single row and a column named 'status' of type VARCHAR. The provider intends to use the 'EXECUTE MANAGED TASK' privilege in conjunction with a user-defined function (UDF) to control task execution. Which of the following approaches, utilizing a UDF and the 'EXECUTE MANAGED TASK' privilege, will correctly and securely prevent the managed task from running unless the application status is 'RUNNING'? Assume the UDF is created with the 'SECURE keyword.

A. create a UDF that executes if 'SELECT status FROM app_db.app_schema.app_status_view' does not return 'RUNNING'. Grant 'EXECUTE MANAGED TASK' on the managed task to the application role. Do not grant SELECT on the view.
B. Create a UDF that executes 'SYSTEM$TASK SUSPEND('app_db.app_schema.my_managed_task'Y if 'SELECT status FROM app_db.app_schema.app_status_view' does not return 'RUNNING', otherwise executes Grant 'EXECUTE MANAGED TASK' on the managed task to the application role. Grant 'SELECT on the view.
C. Create a UDF that returns TRUE only if 'SELECT status FROM app_db.app_schema.app_status_view' returns 'RUNNING'. Then, in the managed task definition, use the WHEN clause with the UDF. Grant 'EXECUTE MANAGED TASK' on the managed task and 'SELECT on the to the application role.
D. Create a UDF that returns TRUE only if 'SELECT status FROM app_db.app_schema.app_status_view' returns 'RUNNING'. Then, in the managed task definition, use the WHEN clause with the UDF. Grant 'EXECUTE MANAGED TASK' on the managed task to the application role. Do not grant SELECT on the view.
E. Create a UDF that executes ' if 'SELECT status FROM app_db.app_schema.app_status_view' returns 'RUNNING'. Grant 'EXECUTE MANAGED TASK' on the managed task to the application role. Grant SELECT on the view.

Answer: D

Explanation:
Option C is the most secure and correct approach. By using a UDF within the 'WHEN' clause of the managed task definition, the execution of the task is conditionally dependent on the output of the UDF, which in turn checks the application status view. Crucially, it avoids granting direct SELECT access to the consumer for the status view, preserving application data security. SYSTEM$TASK_SUSPEND/RESUME should be used as the last resource, if other things are failing. Option A incorrectly grants select access to the consumer. Options B, D and E attempt to directly manipulate the task state, this not secure and reliable. The correct solution is to use a UDF with the 'WHEN' clause to achieve conditional task execution without granting unnecessary privileges.

NEW QUESTION # 310
You are developing a Streamlit application within a Snowflake Native Application that needs to access a secured view named 'sensitive_data' in the application's container. This view exposes aggregated and anonymized dat a. What minimum set of privileges must be granted to the 'app_public' application role to allow users to query this view from the Streamlit application?

A. GRANT SELECT ON VIEW .application.sensitive_data TO APPLICATION ROLE app_public;
B. GRANT USAGE ON DATABASE .application TO APPLICATION ROLE app_public; GRANT SELECT ON VIEW .application.sensitive_data TO APPLICATION ROLE app_public;
C. GRANT USAGE ON SCHEMA application TO APPLICATION ROLE app_public; GRANT ALL PRIVILEGES ON VIEW application.sensitive_data TO APPLICATION ROLE app_public;
D. GRANT USAGE ON SCHEMA application TO APPLICATION ROLE app_public; GRANT SELECT ON VIEW .application.sensitive_data TO APPLICATION ROLE app_public;
E. GRANT USAGE ON DATABASE TO APPLICATION ROLE app_public; GRANT SELECT ON VIEW .application.sensitive_data TO APPLICATION ROLE app_public;

Answer: D

Explanation:
The correct answer is B. To access a view, you need 'SELECT privilege on the view itself and USAGE privilege on the schema containing the view. 'APPLICATION' schema is the automatically generated schema, and should be used. Option A is incorrect because the USAGE privilege should be granted on the schema, not the database. Option C is incorrect because the USAGE privilege is needed on the schema, not just the database. Option D is incorrect because granting ALL PRIVILEGES is generally not a best practice for security and not needed. Option E is incorrect because you must grant usage on the Schema.

NEW QUESTION # 311
You are building a Snowflake Native Application that includes a stored procedure to perform data transformation. This stored procedure needs to access external data sources using a secure API. Which of the following methods provides the MOST secure and recommended approach for managing API credentials within the Snowflake Native Application context?

A. Hardcode the API credentials directly within the stored procedure code. This is the simplest approach for development and testing.
B. Use Snowflake's Secret object to securely store the API credentials. Access the Secret within the stored procedure using function.
C. Store the API credentials directly within the stored procedure code as encrypted strings. Decrypt them at runtime using a key stored in a separate table.
D. Use the consumer's account's environment variables to store API credentials. The application retrieves credentials from there.
E. Store the API credentials in a configuration file included within the application package. Read the credentials from this file within the stored procedure.

Answer: B

Explanation:
Option C provides the most secure and recommended approach. Snowflake's Secret object is specifically designed for securely storing and managing sensitive information like API credentials. The 'SYSTEM$GET_SECRET function allows controlled access to these secrets within the stored procedure. Option A introduces unnecessary complexity and potential vulnerabilities with custom encryption. Option B exposes the credentials within the application package, making it less secure. Option D is not feasible and secure, because consumer managed secrets is not a built in functionality for Native apps . Option E is extremely insecure and should never be used.

NEW QUESTION # 312
You are designing a Streamlit application within a Snowflake Native App package. This application displays data from a customer's Snowflake account. The application needs to enforce strict data governance policies, ensuring that users only see the data they are authorized to view based on their roles and permissions within the customer's account. Which strategies and Snowflake features should be employed to achieve this?

A. Use external tables to fetch the data.
B. Create separate Streamlit applications for each user role, each with its own data access configuration.
C. Leverage Snowflake's row access policies to automatically filter data based on the user's role and context at the database level.
D. Use Snowflake's masking policies to redact sensitive data based on the user's role and context at the database level.
E. Implement row-level security policies directly within the Streamlit application using Python code to filter the data.

Answer: C,D

Explanation:
Row access policies (B) are the recommended approach for implementing row-level security in Snowflake, as they are applied at the database level and ensure consistent enforcement regardless of the application accessing the data. Masking policies (D) are crucial for redacting sensitive information based on user roles. Implementing data filtering within the Streamlit application (A) is less secure and harder to maintain. Creating separate applications for each role (C) is inefficient and not scalable. External tables are for accessing data outside of Snowflake not controlling access to existing data.

NEW QUESTION # 313
You are preparing to list your Snowflake Native Application on the Snowflake Marketplace. Before submitting the application for approval, which of the following checks are essential to perform to ensure a smooth review process and avoid potential rejections by Snowflake?

A. Ensure the application uses only standard Snowflake features available to all accounts, avoiding any preview or unsupported functionalities.
B. Make sure every SQL role and all privileges are explicitly granted and listed in setup.sql.
C. Verify that the application package contains a valid 'setup.sqr file with the necessary SQL statements to initialize the application environment in the consumer account.
D. Document all external dependencies of the application in the listing description, including any required Snowflake features or limitations.
E. Thoroughly test the application in various Snowflake regions to ensure compatibility and proper functionality across different environments.

Answer: A,C,D,E

Explanation:
All the above checks are essential. A valid 'setup.sqr is needed to initialize the application. Using only standard features is crucial for compatibility. Documenting dependencies helps consumers understand the requirements. Regional testing ensures the application works correctly everywhere. Proper authorization is key for security, but that is not just in 'setup.sql'.

NEW QUESTION # 314
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