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| Section | Weight | Objectives |
|---|
| Application Installation & Testing | 20% | - Provider and consumer workflows - Debugging and troubleshooting - Testing strategies and validation - Installation procedures and dependencies
|
| Advanced Features & Management | 20% | - Billing events and cost monitoring - Governance and compliance - Event logging and telemetry - Integration with Snowpark and external services
|
| Application Deployment & Distribution | 25% | - Publishing to Snowflake Marketplace - Upgrades and lifecycle management - Versioning and release management - Listing types and monetization
|
| Application Design & Creation | 35% | - Security and access control - Manifest files and configuration - Application packages and objects - Setup scripts and application logic - Native App Framework architecture
|
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q273-Q278):
NEW QUESTION # 273
You are packaging a Snowflake Native App and need to ensure that consumer accounts can only access specific data views you've created within your application schem a. You want to prevent consumers from directly querying the underlying tables. Which of the following security measures, when implemented together, BEST achieve this objective? (Choose two)
- A. Grant 'SELECT' privilege on the underlying tables to the 'application role' within the application package.
- B. Grant 'SELECT privilege only on the views to the 'application role' within the application package.
- C. Do not grant any privileges on the underlying tables to the 'application role' within the application package.
- D. Grant "OWNERSHIP' on the views to the 'application role' within the application package.
- E. Use secure views to expose data, ensuring data access is controlled through the view's definition.
Answer: B,E
Explanation:
The combination of granting ' SELECT only on the views (Option B) and using secure views (Option E) provides the strongest data security. Granting select on the views allows consumers to see the data you want them to see. Secure views prevent consumers from circumventing the view definition to access underlying tables, even if they had theoretical privileges (which they shouldn't). Not granting any privileges on tables(C) is correct in conjunction with (B&E), but on its own consumers will not see any data as they can't select from any object. Giving application role ownership to View(D) is not necessary to give consumer access to view the data.
NEW QUESTION # 274
You are developing a Snowflake Native Application that processes customer order dat a. As part of the setup script, you need to create a shared database and a secure view to expose aggregated order statistics to consumer accounts. Which of the following is the MOST secure and efficient way to achieve this, considering data governance and performance?
- A. Create a secure view in the application database using the APPLICATION role. Create a shared database and share the APPLICATION database. The consumer account then uses a local view pointing to the shared secure view.
- B. Create a regular view in the provider account and grant SELECT privileges to the application role. Then, create a shared database and share this view.
- C. Create a secure view in the provider account and grant SELECT privileges to the application role. Then, create a shared database and share this view.
- D. Create a regular view in the application database using the APPLICATION role. Create a shared database and share the APPLICATION database. The consumer account then uses a local view pointing to the shared view.
- E. Create a secure materialized view in the provider account and grant SELECT privileges to the application role. Then, create a shared database and share this materialized view.
Answer: A
Explanation:
Creating a secure view in the application database with the APPLICATION role and then sharing the application database is the most secure option. Using the APPLICATION role ensures only the application can access the underlying data. Secure views ensure that data is masked according to the view's definition when accessed by consumers. Consumer accounts use a local view to interact with the shared data, providing an abstraction layer. Materialized views are generally not shared directly because they represent pre-computed data and may not reflect the latest changes.
NEW QUESTION # 275
You are designing a Snowflake Native App that processes sensitive customer dat a. To comply with data residency requirements, you need to ensure the application processes data exclusively within the consumer's Snowflake account and does not transmit data outside.
Which features of the Snowflake Native App Framework support this requirement? (Select all that apply)
- A. Secure Data Sharing: Allows the application to access data directly within the consumer's account without copying or moving it.
- B. Stored Procedures: Allows the application to execute custom logic within the consumer's Snowflake environment, processing data locally.
- C. Snowflake Marketplace: Provides a secure and governed platform for distributing the application without requiring direct access to the consumer's account.
- D. External Functions: Enables the application to call external services for data processing and enrichment, ensuring all data remains within the Snowflake environment.
- E. Application Packages: Package the entire application including code and configuration, ensuring data locality and not data transfer outside environment
Answer: A,B,E
Explanation:
The correct answers are A, D and E. Secure Data Sharing enables direct access to data without movement. Stored Procedures execute logic within the consumer's environment. Application packages ensures everything within the consumer's environment. External Functions (B) inherently involve sending data outside of Snowflake, violating the residency requirement. Snowflake Marketplace (C) is about distribution and governance, not data processing location.
NEW QUESTION # 276
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: C
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 # 277
A Snowflake Native App is designed to process data in a consumer's account. The application requires access to multiple shared databases provided by different providers. The application provider configures their application. Snowflake is configured so that the app can see all of these shared databases. Now, to enable the Native App with the privileges it requires, what are the necessary steps to allow the application's role, , to query tables in these shared databases?
- A. Grant 'IMPORTED PRIVILEGES' on each shared database to the 'app_role' . Additionally, grant 'SELECT privilege on each specific table or view the application needs to access in each shared database to the 'app_role' .
- B. No additional steps are required. Once the application is installed, it automatically has access to all shared databases.
- C. Grant 'ALL PRIVILEGES on each shared database to the 'app_role'. This will allow the application to access all objects within the shared databases.
- D. Grant USAGE on each shared database to the 'app_role' . Additionally, grant 'SELECT privilege on each specific table or view the application needs to access in each shared database to the 'app_role' .
- E. Only grant 'IMPORTED PRIVILEGES on each shared database to the 'app_role' .
Answer: A
Explanation:
The correct answer is B. While 'IMPORTED PRIVILEGES allows the application to see the shared database, it doesn't automatically grant access to the data within. You must also grant the specific 'SELECT privilege on the tables and views that the application requires. A is incomplete since it is needed, but not sufficient. C is incorrect as USAGE does not provide SELECT ability. D violates the least privilege principle, and E is incorrect because privileges must be explicitly granted.
NEW QUESTION # 278
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