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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q187-Q192):

NEW QUESTION # 187
You are developing a Snowflake Native Application that requires robust role-based access control. The application provides data transformation services to consumer accounts. You want to define distinct roles for different levels of access: 'TRANSFORMER_ADMIW (full control), 'TRANSFORMER USER (execute transformations), and 'TRANSFORMER OBSERVER (read-only access to metadata). In the setup script, which SQL statements are the MOST secure and efficient way to achieve this while adhering to Snowflake's recommended practices for application roles?

Answer: B

Explanation:
Option E is the MOST secure and recommended approach. It explicitly grants ownership to the role on the 'DATABASE and the 'SCHEMA' named 'app_stage' within the 'DATABASE. 'REVOKE CURRENT GRANTS' ensures that any previously granted privileges are removed, preventing unintended access. All roles are created within the 'app_public' schema to ensure they are application roles. All other roles are granted usage on the database and application schema in the 'app_db' database. Option A uses a naming convention where the schema names are identical to the role names, which is unusual and doesn't represent standard practices for Snowflake native applications. Options B lacks the important practice of creating the roles within the 'app_public' schema, rendering them non-application roles. Options C and D incorrectly refers to 'app_stage' outside the 'app_db' database, as it is not an fully qualified name.


NEW QUESTION # 188
You are developing a Snowflake Native Application that processes sensitive financial data. You need to implement robust logging and auditing to comply with regulatory requirements. Which of the following strategies would provide the MOST secure and comprehensive auditing and logging solution within the context of a Snowflake Native App?

Answer: A

Explanation:
Snowflake Event Tables provide a native, secure, and auditable way to track application events within the provider account. They are designed for observability and telemetry within the secure context of Snowflake. While options B and D are possible, they introduce complexities and potential security vulnerabilities related to managing access to external systems and ensuring data protection during transit. Option A provides insufficient application-specific logging. Option E, uses stages but not the snowflake event tables, stages are not the most suitable for application- specific data.


NEW QUESTION # 189
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?

Answer: B,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 # 190
You are developing a Snowflake Native Application that requires access to a specific stage in the consumer's account to read configuration files. The application needs to be able to create temporary files in the same stage during its execution. Which set of privileges needs to be granted on the stage to the application's service account, and how do you grant them?

Answer: B

Explanation:
To allow the application to read configuration files and create temporary files in the stage, it needs the following privileges: USAGE on the database, USAGE on the schema containing the stage, READ privilege to read existing files, and WRITE privilege to create new files. These can be granted through a combination of SQL commands (for database and schema USAGE) and Snowsight (for stage READ and WRITE). Option D correctly specifies all the necessary privileges and the method for granting them. Ownership (Option E) is not necessary and would grant excessive permissions. USAGE on integration is specific to external functions/APl integrations, not stage access directly.


NEW QUESTION # 191
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: E

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 # 192
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