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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Application Installation & Testing	20%	- Provider and consumer workflows - Debugging and troubleshooting - Testing strategies and validation - Installation procedures and dependencies
Application Deployment & Distribution	25%	- Versioning and release management - Publishing to Snowflake Marketplace - Upgrades and lifecycle management - Listing types and monetization
Advanced Features & Management	20%	- Event logging and telemetry - Governance and compliance - Billing events and cost monitoring - Integration with Snowpark and external services
Application Design & Creation	35%	- Application packages and objects - Setup scripts and application logic - Manifest files and configuration - Security and access control - Native App Framework architecture

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q40-Q45):

NEW QUESTION # 40
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?

A. EXECUTE MANAGED TASK, OWNERSHIP on the tables.
B. EXECUTE MANAGED TASK, MODIFY on the secured schema.
C. EXECUTE MANAGED TASK, SELECT, INSERT, UPDATE, DELETE on the tables.
D. EXECUTE MANAGED TASK, OWNERSHIP on the secured schema.
E. EXECUTE MANAGED TASK, SELECT, INSERT, UPDATE, DELETE on the tables AND MODIFY on the schema.

Answer: E

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 # 41
You are developing a Snowflake Native App that needs to access a secured external API to enrich customer dat a. The API requires an OAuth 2.0 token stored securely. Which of the following approaches would you use within the application manifest and Snowflake objects to securely store and access this token, minimizing exposure and adhering to best practices?

A. Use Snowflake's SECRET object type to securely store the OAuth 2.0 token. Reference the SECRET object within the application using PARAMETERS in the manifest and utilize function in application code to retrieve it at runtime.
B. Store the OAuth 2.0 token as a cleartext secret in a Snowflake stage and access it using external functions.
C. Store the OAuth 2.0 token as a masked comment within the application's SQL code. This will provide sufficient obfuscation.
D. Store the OAuth 2.0 token directly in the application's manifest file as a PARAMETER. This simplifies access within the application code.
E. Hardcode the OAuth 2.0 token within the application's stored procedures. This ensures the token is readily available.

Answer: A

Explanation:
Storing secrets like OAuth tokens directly in the manifest or hardcoding them is a significant security risk. Using Snowflake SECRET objects is the recommended approach for securely managing sensitive information. The 'SYSTEM$GET SECRET function provides a secure way to retrieve the secret at runtime without exposing it in the code or manifest. Snowflake stages shouldn't be used to store secrets in clear text.

NEW QUESTION # 42
You are responsible for deploying a Snowflake Native Application that processes sensitive financial dat a. Your team is concerned about data leakage and unauthorized access. Which of the following security measures should you implement to mitigate these risks and comply with Snowflake Marketplace best practices? (Select THREE)

A. Grant the APPLICATION ROLE access to all tables within the consumer's Snowflake account.
B. Implement Dynamic Data Masking on sensitive columns within the application's data container.
C. Implement Role-Based Access Control (RBAC) within the application, granting only the necessary privileges to each role.
D. Disable network policies on the application container to allow unrestricted access to external resources.
E. Use Snowflake Secrets to securely store and manage any API keys or credentials required by the application.

Answer: B,C,E

Explanation:
Dynamic Data Masking protects sensitive data from unauthorized users. Snowflake Secrets prevent hardcoding credentials in the application code. RBAC ensures that users only have the necessary privileges. Granting access to all tables (Option B) is a major security risk. Disabling network policies (Option D) increases the attack surface.

NEW QUESTION # 43
You are developing a Snowflake Native Application that processes sensitive customer dat a. You need to ensure that the application logs all relevant events for auditing and debugging purposes, while adhering to data privacy regulations. Which of the following strategies would BEST facilitate secure and compliant logging within the application provider's environment?

A. Encrypt all sensitive data within the logs using a key managed by the consumer before writing to a standard Snowflake table within the application container. Provide the consumer with the decryption key upon request.
B. Send logs to an external logging service via API calls, ensuring the service is SOC 2 compliant and offers end-to-end encryption. Consumers configure the service to receive logs and set up audit trails.
C. Implement logging using standard Python logging libraries within the application code and direct the logs to stdout/stderr. Rely on the consumer to configure logging infrastructure within their account to capture the output.
D. Utilize Snowflake's Event Tables with appropriate masking policies to redact sensitive information before logging. Configure a data retention policy that complies with regulatory requirements. Define alerts based on specific event types to proactively address potential issues within the application.
E. Log all events directly to a Snowflake table within the application's container, granting direct access to the consumer account for auditing.

Answer: D

Explanation:
Option B is the best approach. Snowflake's Event Tables provide a secure and managed environment for logging within the provider's account. Masking policies ensure data privacy by redacting sensitive information before logging. Retention policies help comply with regulations. Alerting allows for proactive issue resolution. Options A, C, D, and E present security or compliance risks.

NEW QUESTION # 44
A Snowflake Native App provider wants to grant a consumer access to a secure view within their application. The provider's application package is named and the secure view is named 'sensitive_data_view'. The consumer's account identifier is 'XYZ12345'. Which of the following is the MOST secure and appropriate method to grant this access using Snowflake's Native App Framework?

A. Create a role within the application package, grant SELECT on sensitive_data_view to the role, and create an authorization grant to account XYZ12345 for that role.
B. Grant imported privileges on my_app_package to share with account XYZI 2345;
C. Grant USAGE on database containing sensitive_data_view to account XYZI 2345;
D. Grant SELECT on sensitive data view to account XYZ12345;
E. Create a share and grant SELECT on sensitive_data_view to the share, then grant usage on the share to account XYZI 2345;

Answer: A

Explanation:
The most secure approach is to create a role within the application package specifically for accessing the secure view. By using an authorization grant, you explicitly control which consumer accounts can assume this role and access the view. Granting privileges directly to accounts or using shares is less secure and more difficult to manage in the context of a Native App. IMPORTED PRIVILEGES apply at the package level and are needed for a consumer to access the application, but aren't granular enough for specific objects.

NEW QUESTION # 45
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