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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Application Deployment & Distribution | 25% | - Upgrades and lifecycle management - Versioning and release management - Listing types and monetization - Publishing to Snowflake Marketplace |
| Topic 2: Application Installation & Testing | 20% | - Installation procedures and dependencies - Testing strategies and validation - Provider and consumer workflows - Debugging and troubleshooting |
| Topic 3: Application Design & Creation | 35% | - Setup scripts and application logic - Native App Framework architecture - Manifest files and configuration - Application packages and objects - Security and access control |
| Topic 4: Advanced Features & Management | 20% | - Billing events and cost monitoring - Governance and compliance - Integration with Snowpark and external services - Event logging and telemetry |
1. An application provider wants to grant the 'EXECUTE MANAGED TASK' privilege to a consumer account for a specific managed task within their Snowflake Native App. The provider uses the following SQL statement:
However, when the consumer account attempts to execute the managed task, they encounter an error indicating insufficient privileges. Which of the following reasons could explain why the consumer account is unable to execute the task, and how could the provider resolve the issue? Select two correct answers.
A) The application role 'app_public' might not be activated within the consumer account's session. The consumer needs to ensure the application role is active using 'USE ROLE app_public;' before attempting to execute the managed task.
B) The consumer account needs to explicitly grant the 'USAGE' privilege on the application database and schema to the application role 'app_public'. The provider needs to provide SQL to facilitate this in their setup script for consumer.
C) The 'EXECUTE MANAGED TASK' privilege must be granted directly to the consumer account's user role, not the application role. The provider needs to identify the user role used by the consumer and grant the privilege to that specific role.
D) The managed task owner (the application) does not have the OWNERSHIP privilege on the database and schema where the managed task resides. The application must have OWNERSHIP on these objects.
E) The 'EXECUTE MANAGED TASK' privilege needs to be granted with the 'WITH GRANT OPTION' clause to allow the consumer to further grant the privilege to other roles within their account.
2. You are designing a Snowflake Native App that includes a Streamlit I-Jl. The Streamlit app needs to access data stored in a secure table within the consumer's account. What are the recommended and MOST secure methods for granting the Streamlit app access to this data, considering the principle of least privilege? Select all that apply.
A) Create a secure view on top of the table and grant 'SELECT privilege on the view to the application role. Publish the View via 'show published objects in application package'.
B) Grant the ' IMPORTED PRIVILEGES' privilege on the database containing the table to the application role.
C) Grant *SELECT privilege directly on the table to the application role.
D) Create an external function that retrieves the data and grant 'USAGE on the external function to the application role.
3. You are developing a Snowflake Native Application that requires secure access to external services for data enrichment. You choose to implement an External Function with API Integration. Which of the following security best practices are MOST important to implement when configuring the API Integration and the External Function to minimize security risks?
A) Disable network policies on the API Integration to avoid accidental blocking of traffic.
B) Configure 'AWS IAM ROLE ARNS or similar parameters (depending on cloud provider) to grant Snowflake the least privilege access to the specific resources on the external service required by the function.
C) Use the parameter in the API Integration to restrict access to only the trusted IP addresses of the external service.
D) Grant usage on the API integration to PUBLIC role to allow all users to invoke the external function.
E) Store any sensitive credentials required by the external service directly in the External Function's code body for easy access.
4. 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?
A) Directly query the Event Table from the provider's account using a cross-account secure data share.
B) Use the 'SHOW EXTERNAL TABLES command within the consumer account to inspect the Event Table's structure and contents.
C) Implement a stored procedure within the Native App that queries the Event Table and returns the results to the provider through a secure output parameter.
D) Utilize the testing framework's built-in assertion capabilities to verify that specific events are present in the Event Table based on expected values.
E) Grant SELECT privileges on the Event Table to a role in the consumer account that is accessible by the provider's testing framework.
5. You are developing a Snowflake Native Application that uses a UDF (User-Defined Function) to process dat a. The UDF needs to be updated with new logic to handle a specific edge case. You want to ensure a smooth transition for existing consumers of your application. Which of the following strategies should you consider to avoid breaking changes? (Select TWO)
A) Package new version and then call patch method.
B) Create a new UDF with a different name, implement the new logic, and update the application to use the new UDF, while keeping the old UDF for backward compatibility.
C) Remove the existing UDF and provide instructions for consumers to recreate it with the new logic.
D) Implement versioning within the existing UDF to handle the new logic based on a version parameter passed by the consumer.
E) Modify the existing UDF in place and notify consumers about the change after deployment.
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: A,B | Question # 3 Answer: B,C | Question # 4 Answer: D | Question # 5 Answer: B,D |
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