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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Native Application Design and Creation | 35% | - Application development workflow
|
| Topic 2: Installation, Testing and Troubleshooting | 20% | - Validation and debugging
|
| Topic 3: Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
|
| Topic 4: Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
|
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NEW QUESTION # 356
A Snowflake Native App installed in a consumer account needs to access data in a specific table within the consumer's account to perform its core functionality. Which of the following is the MOST secure and recommended way for the application to gain access to this data? (Assume the application developer does not have direct access to the consumer's Snowflake account.)
Answer: B
Explanation:
The MOST secure approach is to create a secure view on top of the table and grant 'SELECT privilege on the secure view to the installed application. This limits the application's access to only the data exposed by the view, minimizing the potential security risk. Granting access directly to the application package (option A) is not supported. Requesting 'IMPORTED PRIVILEGES (option B) is too broad and insecure. Sharing the table with the provider (option D) is not necessary and adds complexity. Asking for credentials (option E) is a major security violation. Secure Views prevent direct access to underlying tables while still allowing applications to function as intended.
NEW QUESTION # 357
You are designing a Snowflake Native App that includes a managed task. This managed task updates several tables in a secured schema within the consumer account. To comply with strict security requirements, you need to minimize the privileges granted to the application role while ensuring the managed task executes successfully. Which combination of privileges is absolutely necessary for the application role to successfully execute the managed task and update the tables in the secured schema, assuming the application role already has USAGE on the database and schema?
Answer: D
Explanation:
Option D represents the minimum necessary privileges. 'EXECUTE MANAGED TASK' allows the application to run the managed task. 'SELECT , 'INSERT, 'UPDATE', and 'DELETE are required to perform data manipulation operations on the tables. 'MODIFY on the schema allows the application to modify objects within the schema, which is required for updating tables. OWNERSHIP grants excessive privileges and is not required for simply updating data. MODIFY on the schema alone is insufficient without the data manipulation privileges on the table.
NEW QUESTION # 358
You are designing a Snowflake Native Application that requires fine-grained access control to its data within the consumer account. You want to ensure that consumers can only access data relevant to their specific department. Which of the following Snowflake features, when combined, offer the MOST secure and flexible solution for implementing this requirement within the context of a Snowflake Native Application ?
Answer: A
Explanation:
The best combination is Row Access Policies and Secure Views with Caller's Rights. Row Access Policies: Allow you to filter data based on the user accessing it, ensuring they only see data relevant to their department. Policies are applied to tables. Secure Views with Caller's Rights: Allow you to encapsulate the data access logic, ensuring that the row access policies are always enforced, and that consumers cannot bypass them. Caller's rights are essential here, as the access control decisions need to be made based on who is using the view. The other options are less suitable: A: Views and Stored Procedures can enforce access, but without Row Access Policies, they're less secure. B: UDFs can manipulate data but don't inherently enforce row-level security like Row Access Policies. C: External Tables are for data outside Snowflake; Owner's Rights are less secure than Caller's Rights in this scenario. E: Dynamic Data Masking hides data, it doesn't filter it, so it won't restrict access to specific rows.
NEW QUESTION # 359
A Snowflake Native App provider is working on the consumer-side testing of their application. They need to verify that specific events are being recorded correctly in the Event Table within the consumer's account. They are using the Snowflake Native Apps framework's testing capabilities. Which of the following approaches would be MOST reliable for validating the contents of the Event Table during automated testing?
Answer: B
Explanation:
Option D, utilizing the testing framework's built-in assertion capabilities, is the MOST reliable and secure approach. The Snowflake Native Apps framework provides dedicated mechanisms for testing and validating application behavior within the consumer's environment, including verifying the contents of Event Tables. Direct access from the provider's account (Option A) is generally not permitted or recommended for security reasons. 'SHOW EXTERNAL TABLES' (Option B) won't work for internal tables created by the Native App. While a stored procedure (Option C) could work, it's less secure and more complex than using the built-in testing framework. Granting SELECT privileges (Option E) poses a security risk and is generally discouraged.
NEW QUESTION # 360
You are preparing to publish a Snowflake Native Application on the Snowflake Marketplace. Your application requires several external functions (UDFs) that need to be securely called. Which of the following steps are crucial to correctly configure these external functions within your application package to ensure they function as expected after installation by consumers?
Answer: A
Explanation:
External functions in Snowflake Native Applications require careful configuration to ensure secure operation. Using the 'SECURE keyword when defining the functions ensures that Snowflake enforces access controls. The API integration object needs to be included in the setup script so that the application environment can be automatically configured during installation on the consumer's account. Option B is incorrect because privileges aren't automatically inherited from the provider. Option C is undesirable as it puts burden on the consumer. Options D & E are incorrect and not valid approaches to solving the problem.
NEW QUESTION # 361
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