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| Section | Weight | Objectives |
|---|---|---|
| Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
|
| Native Application Design and Creation | 35% | - Application development workflow
|
| Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
|
| Installation, Testing and Troubleshooting | 20% | - Validation and debugging
|
1. 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 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.
B) 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.
C) 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.
D) 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.
E) 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.
2. You are developing a Snowflake Native App that requires granular access control to its underlying data for consumer accounts. You want to implement a secure pattern that limits direct access to the data while allowing specific operations through your app's procedures. Which of the following approaches represent the MOST secure and recommended practices regarding access control in the setup script, assuming you also want to grant USAGE on future schema?
A) Granting SELECT privilege directly on the underlying tables in the app's data schema to the consumer's role.
B) Creating secure views on top of the underlying tables and granting SELECT privilege on these views to the consumer's role, while ensuring consumers can only access the exposed view.
C) Creating stored procedures with the 'EXECUTE AS OWNER privilege and granting USAGE on the schema to the consumer's role. The stored procedures handle all data access logic.
D) Granting OWNERSHIP on the app's data schema to the consumer's role, allowing them full control over the data.
E) Creating stored procedures with the 'EXECUTE AS CALLER privilege and granting USAGE on the schema to the consumer's role. The stored procedures handle all data access logic.
3. A Native Application deployed on Snowflake uses a warehouse 'APP WH'. You want to monitor the warehouse usage costs specifically attributed to this application. Which of the following approaches provides the MOST granular and accurate way to track these costs?
A) Rely on the total credits consumed by the account, as the application's usage is insignificant.
B) Tag all queries originating from the application with a specific tag and then filter the 'QUERY_HISTORY view based on this tag and the warehouse name.
C) Create a separate warehouse solely for the application and then examine the 'WAREHOUSE METERING HISTORY view.
D) Use the view and filter by 'USER_NAME associated with the application role.
E) Examine the 'WAREHOUSE METERING HISTORY view in the 'SNOWFLAKE database without any filtering.
4. You are packaging a Snowflake Native Application for distribution. You need to include a Python User-Defined Function (UDF) that reads data from a stage. Which of the following steps are REQUIRED to ensure the UDF functions correctly after installation in a consumer's account? (Choose two)
A) Include the Python code for the UDF inline within the 'CREATE FUNCTION' statement, instead of referencing an external stage.
B) Ensure the stage containing the Python file is explicitly referenced with 'OWNER' rights in the application manifest file.
C) Grant on the stage and 'USAGE' on the database and schema containing the stage to the 'SNOWFLAKCORE.BUILTIN APP API' schema in the provider account before building the application package.
D) Explicitly grant 'USAGE privilege on the stage to each role within the application that will execute the UDF in the 'setup.sqr script.
E) Grant the 'READ privilege on the stage to the schema in the provider account before building the application package.
5. A Native Application developer is creating a data product to be sold on the Snowflake Marketplace. The application needs read access to a shared database called 'RETAIL DATA'. The application logic includes a function that reads a lookup table, 'PRODUCT CATEGORIES', within this shared database. Which sequence of actions, executed by the application provider, ensures the application can access this table at installation time and after updates, following least privilege principles?
A) Grant USAGE on ' RETAIL_DATX to the application role during the application's setup script. Do not grant 'IMPORTED PRIVILEGES' on the database.
B) Grant 'IMPORTED PRIVILEGES' on to the application role. Grant 'SELECT on to the application role during the application's setup script.
C) Grant 'SELECT on to the application role during the application's setup script. Do not grant 'IMPORTED PRIVILEGES' on the database.
D) Grant 'IMPORTED PRIVILEGES' on 'RETAIL DATA to the application role. Rely on the consumer to grant 'SELECT access to tables within 'RETAIL DATA' to the application role.
E) Grant 'IMPORTED PRIVILEGES' on 'RETAIL DATA' to the application role. The application setup script should also GRANT USAGE on database RETAIL_DATA and then GRANT SELECT on to the application role.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C,E | Question # 3 Answer: C | Question # 4 Answer: C,D | Question # 5 Answer: E |
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