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Snowflake SnowPro Specialty - Native Apps Sample Questions:

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

2. A software vendor is developing a Snowflake Native Application for fraud detection. They plan to distribute it via the Snowflake Marketplace. They have implemented robust data governance policies within their application. What steps must they take to ensure that these policies are enforced and clearly communicated to consumers using the application in their own Snowflake accounts, specifically related to data masking policies?

A) Data governance policies are automatically inherited by consumer accounts when they install the application.
B) The vendor must create all masking policies using the WITH MASKING POLICY clause to ensure policies are enforced on the consumer side.
C) The vendor should create masking policies. Policies created with the 'OWNERSHIP clause will be granted to the application database role. If the application creates and then shares tables, the table owner (database role) will have the ability to grant 'APPLY MASKING POLICY on those objects.
D) The vendor should create a separate documentation detailing the data governance policies and provide it alongside the Snowflake Marketplace listing. Consumers are responsible for implementing these policies in their accounts.
E) Data governance policies should be implemented within the application's UI and enforced programmatically through stored procedures.

3. A Snowflake Native Application, 'Geolnsights', uses an external API to enrich location data provided by consumers. This API requires an API key for authentication. How can you securely manage and access this API key within the Native Application's code, ensuring that it is not directly exposed in the application package or code repository?

A) Use a Snowflake Secret to store the API key and retrieve it within the application's UDF using the 'SYSTEM$GET SECRET function.
B) Store the API key in an external key management system (e.g., AWS KMS, Azure Key Vault) and retrieve it within the UDF using a custom external function, ensuring the function has appropriate access permissions.
C) Pass the API key as a parameter to the UDF from the consumer's environment.
D) Store the API key directly in a configuration file within the application package and encrypt the application package during deployment.
E) Hardcode the API key within the UDF itself after obfuscating it using a basic encoding algorithm (e.g., Base64).

4. When designing the architecture of a Snowflake Native App, which of the following architectural considerations and trade-offs should you carefully evaluate to optimize performance, security, and cost-effectiveness? (Select all that apply)

A) Using secured API integration to call the external APIs to get real time details in the app to make the app more useful.
B) Choosing the appropriate data access model (e.g., UDFs, stored procedures, Snowpark) based on the specific use case and performance requirements, considering the overhead associated with each approach.
C) Implementing robust error handling and logging mechanisms to facilitate debugging and monitoring of the application's behavior in both the provider and consumer environments.
D) Minimizing data transfer between the provider and consumer accounts by leveraging Snowpark and UDFs for data processing within the consumer's environment.
E) Storing all application data within the provider account and accessing it directly from the consumer account using data sharing to avoid data duplication.

5. A provider is developing a Snowflake Native App. They have created a database named 'app_db' using 'CREATE DATABASE app_db WITH MANAGED ACCESS;'. Subsequently, they need to create a schema within this database and grant specific privileges on the schema's objects to a role 'app_admin' . Which of the following SQL statements are valid and necessary to set this up securely and effectively?

A)

B)

C)

D)

E)

Solutions: