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| Section | Weight | Objectives |
|---|
| Topic 1: Application Design & Creation | 35% | - Setup scripts and application logic - Native App Framework architecture - Security and access control - Manifest files and configuration - Application packages and objects
|
| Topic 2: Application Installation & Testing | 20% | - Debugging and troubleshooting - Testing strategies and validation - Provider and consumer workflows - Installation procedures and dependencies
|
| Topic 3: Advanced Features & Management | 20% | - Event logging and telemetry - Billing events and cost monitoring - Governance and compliance - Integration with Snowpark and external services
|
| Topic 4: Application Deployment & Distribution | 25% | - Publishing to Snowflake Marketplace - Versioning and release management - Upgrades and lifecycle management - Listing types and monetization
|
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q18-Q23):
NEW QUESTION # 18
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 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 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 executes 'SYSTEM$TASK SUSPEND('app_db.app_schema.my_managed_task'Y if 'SELECT status FROM app_db.app_schema.app_status_view' does not return 'RUNNING', otherwise executes Grant 'EXECUTE MANAGED TASK' on the managed task to the application role. Grant 'SELECT on the view.
Answer: A
Explanation:
Option C is the most secure and correct approach. By using a UDF within the 'WHEN' clause of the managed task definition, the execution of the task is conditionally dependent on the output of the UDF, which in turn checks the application status view. Crucially, it avoids granting direct SELECT access to the consumer for the status view, preserving application data security. SYSTEM$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 # 19
You're developing a Snowflake Native App. Part of your application logic involves using a UDF (User-Defined Function) to perform complex calculations on data residing in a table within the consumer's Snowflake account. Which of the following statements correctly describes how you would package and deploy this UDF within your Native App using the application package?
- A. You must create the UDF within a schema in your application package. No additional privileges need to be granted, as the application role automatically has all necessary privileges within the application's namespace.
- B. The UDF definition must be created as an external function, pointing to an external API endpoint that your application controls, enabling the UDF logic to be executed outside of the consumer's Snowflake environment.
- C. The UDF definition must be created directly within the consumer's account after the application is installed, as UDFs cannot be included in the application package.
- D. You must create the UDF within a schema in your application package, and grant USAGE privilege on the schema to the application role. The consumer will automatically be granted EXECUTE privilege on the UDF.
- E. You must create the UDF within a schema in your application package, and grant USAGE privilege on the schema to the application role. The application code can then execute the UDF without any further privilege grants within the consumer account, and the UDF can be called from SQL or other UDFs using unqualified names.
Answer: E
Explanation:
The UDF needs to be created within a schema in the application package. The application role needs USAGE privilege on the schema containing the UDF, and the application can then execute the UDF.
NEW QUESTION # 20
You are designing a Snowflake Native Application that involves data sharing with consumers. You want to leverage a custom Python library 'data_transform.py' within your application package to perform specific data transformations on the shared data before it is accessed by consumers. This library contains sensitive logic and should not be directly visible or accessible by the consumer. Which of the following is the MOST secure and appropriate way to package and utilize this 'data_transform.py' library?
- A. Publish 'data_transform.py' as a public Python package on Anaconda and have consumers install it in their Snowflake environment.
- B. Package 'data_transform.py' as a user-defined function (UDF) and grant 'USAGE privilege on the UDF to the consumer's role.
- C. Store 'data_transform.py' as an internal stage file and read it dynamically into your application's Python code at runtime.
- D. Include directly within your application package's source code and call its functions from within your application's procedures. Grant necessary privileges on the procedures to the consumer's role, ensuring to only expose the procedures and never the python source.
- E. Embed the contents of 'data_transform.py' directly within the application's stored procedure code as a multi-line string.
Answer: D
Explanation:
The most secure and appropriate way to package and utilize the custom library is to include it directly within your application package's source code and call its functions from within your application's procedures. This approach ensures that the library's sensitive logic remains encapsulated within your application and is not directly visible or accessible by the consumer. Only expose stored procedures with defined permissions and never the underlaying source code. Options A, UDFs, can be a way to expose code but also requires direct granting of USAGE which is not ideal. Option C, storing as an internal stage file, adds complexity and does not inherently improve security. Option D exposes code publicly, thus, this is incorrect. Option E can be hard to maintain.
NEW QUESTION # 21
A software company, 'Data Insights Corp', develops a Snowflake Native App. They want to grant users the ability to view limited metadata information about the app's installation without granting them extensive privileges over the app's data or functionality. Which of the following options BEST represent the correct approach for granting Viewer privileges in a Snowflake Native App context to a consumer account user?
- A. Grant the 'SELECT' privilege on all tables within the application instance to the user role.
- B. Create a custom role in the consumer account and grant the 'MONITOR EXECUTION' privilege on the application instance to that role, then grant that role to the user.
- C. Grant the USAGE privilege on the application package to the user role.
- D. Grant the 'IMPORTED PRIVILEGES privilege on the application package to the user role.
- E. Grant the 'APPLY APPLICATION' privilege on the application package to the user role.
Answer: B
Explanation:
The correct answer is D. The 'MONITOR EXECUTION' privilege on the application instance, granted to a custom role (and then to the user), allows users to view execution-related metadata without granting broader data access. Granting 'USAGE, 'APPLY APPLICATION' , or 'IMPORTED PRIVILEGES on the application package are not directly related to providing viewer access to a running application instance. Granting 'SELECT provides direct data access, which is broader than viewer privileges.
NEW QUESTION # 22
You are developing a Snowflake Native App that requires specific privileges to be granted to the consumer account. These privileges are necessary for the app to access and process data within the consumer's Snowflake environment. Which section of the manifest file is primarily used to declare these required consumer-side privileges?
Answer: B
Explanation:
The application.privileges section in the manifest file is specifically designed to declare the privileges required by the Native App in application . privileges the consumer's account. This ensures that the app has the necessary permissions to function correctly within the consumer's Snowflake environment. The other options are related to different aspects of the app's behavior, resources, and setup but not the declaration of required privileges.
NEW QUESTION # 23
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