Test-Taking Questions NAS-C01 Pre-assessment Test

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Snowflake NAS-C01 Exam Syllabus Topics:

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

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q362-Q367):

NEW QUESTION # 362
You are developing a Snowflake Native App that requires accessing sensitive user data within the consumer's account. To ensure data privacy and security, you need to implement appropriate access controls. Which of the following approaches is the MOST secure and recommended way to grant your app access to this data, assuming the data is stored in a table named 'user_data' ?

A. Using a stored procedure with 'EXECUTE AS CALLER that accesses the 'user_data' table. Grant 'EXECUTE privilege on the stored procedure to the application role.
B. Granting 'SELECT privilege directly on the 'user_data' table to the application role provided by Snowflake Native App Framework.
C. Granting 'USAGE privilege on the 'user_data' table directly to the application role provided by Snowflake Native App Framework.
D. Creating a custom role in the consumer account with 'SELECT privilege on the 'user_data' table and granting that role to the application.
E. Defining a secure view that filters the table based on the application role and granting 'SELECT privilege on the secure view to the application role provided by Snowflake Native App Framework.

Answer: E

Explanation:
The most secure approach is to use a secure view. This allows you to control which rows and columns the application can access. Granting 'SELECT directly to the application role is generally discouraged as it exposes the entire table. Using 'EXECUTE AS CALLER has security implications and might not be desirable. Creating custom roles in the consumer account adds complexity to the application deployment.

NEW QUESTION # 363
You're developing a Snowflake Native App that includes a function, , which retrieves sensitive customer dat a. You want to ensure that this data is only accessible by authorized roles within the consumer's account, even after the application is installed. Which of the following strategies are appropriate for securing the application's data and function access? (Choose two)

A. Implement a masking policy on the underlying customer data table that restricts access based on the current role.
B. Grant the 'EXECUTE privilege on the function to specific, consumer-defined roles within the consumer's account via the provider's setup script.
C. Grant the 'EXECUTE privilege on the function to the 'application role'.
D. Use a secure UDF to encapsulate the data retrieval logic, preventing direct access to the underlying tables.
E. Rely solely on the consumer's account administrator to manage access to the function and data after installation.

Answer: A,B

Explanation:
Implementing a masking policy (Option A) directly on the underlying data table ensures that data is masked or restricted based on the user's role, regardless of how the data is accessed. Granting 'EXECUTE to consumer-defined roles (Option C) allows the provider to explicitly control which roles in the consumer's account have access to the function. Option B is incorrect as giving Execute permission to application role won't restrict access within consumer account. Option D can enhance security, it requires role base access control to be truly useful as the UDF will still need explicit role definitions of user access. Option E is insufficient; the provider needs to actively participate in securing the data through mechanisms like masking policies and role-based access control via grants in the setup script.

NEW QUESTION # 364
A Snowflake Native Application provider is deploying their application in multiple regions (AWS US-East-l and AWS EU-Central-l). The application relies on external functions that interact with a third-party API. The provider wants to optimize for both latency and cost while ensuring high availability. Which of the following strategies represents the MOST effective approach for configuring and deploying these external functions to meet these requirements? Select two.

A. Utilize Snowflake's cross-region replication feature to automatically replicate the external functions between regions. This ensures that the functions are always available in both regions.
B. Deploy separate external functions in each region, pointing to API endpoints hosted in the respective regions. Configure each external function with the same security integration to simplify access management.
C. Host the external function code directly within the Snowflake application package and leverage Snowflake's serverless compute to execute the function logic without relying on external APIs.
D. Create a single external function that uses a conditional statement to route requests to different API endpoints based on the Snowflake region where the function is being called. This approach reduces management overhead.
E. Configure a global load balancer in front of the third-party API endpoints and point all external functions to the load balancer's endpoint. This allows the load balancer to route requests to the closest available API endpoint.

Answer: B,E

Explanation:
Options B and D are the most effective. Deploying separate external functions in each region (B) allows for regional optimization, reducing latency by calling API endpoints hosted in the same region. Configuring the same security integration simplifies access management. Using a global load balancer (D) adds another layer of resilience and allows for dynamic routing to the closest available API endpoint, improving availability and potentially reducing costs. Option A could introduce latency due to conditional logic and potentially suboptimal routing. Option C is not applicable as external functions are not replicated by Snowflake replication. E cannot be hosted directly to the Snowflake application package

NEW QUESTION # 365
You are developing a Snowflake Native Application that provides data transformation services. You want to provide example SQL scripts to consumers within the application package to showcase how to use the application's functions. Where should these example scripts be stored to ensure they are accessible to consumers upon installation?

A. Store the example SQL scripts in an external stage (e.g., AWS S3) and provide instructions to the consumer to load them.
B. Embed the example SQL scripts directly as string literals within the setup script.
C. Store the example SQL scripts as files within the application package itself (e.g., in a 'scripts' directory) and use relative paths to access them from within the application code.
D. Store the example SQL scripts in a separate stage within the provider account and grant USAGE on the stage to the application role.
E. Store the example SQL scripts in a table within the application database and provide a view to access them.

Answer: C

Explanation:
Storing the scripts within the application package (Option B) ensures that they are always available to the consumer as part of the application installation. Relative paths allow the application code to access them directly. Option A requires additional permissions setup. Option C is not suitable, it is not meant for storage of scripts like that. Option D makes the setup script excessively long and hard to maintaim Option E requires additional setup and is not self-contained.

NEW QUESTION # 366
You are tasked with developing a Snowflake Native Application that allows consumers to securely access and analyze data from an external API. Your application needs to handle API authentication using OAuth 2.0, refresh tokens automatically, and provide a user- friendly interface for consumers to configure the API connection. Which of the following steps are CRITICAL for ensuring secure and seamless integration with the external API within your Snowflake Native Application?

A. Use Snowflake's External Functions to call an API Gateway to obtain authentication tokens and then make calls to External API.
B. Store the client ID and client secret directly within the application's setup script.
C. Embed the OAuth 2.0 client library directly into your application's code and handle token management within the application logic.
D. Require consumers to manually configure the OAuth 2.0 connection details (client ID, client secret, token endpoint, etc.) within their Snowflake account and then pass these details as parameters to your application's functions.
E. Utilize Snowflake's Secret objects to securely store the client ID and client secret. Use the object within your Snowflake Native App to make the application consumer-configurable.

Answer: A,E

Explanation:
Options B and D represent the most secure and manageable approaches. Option B leverages Snowflake's built-in security features for storing credentials and allows for consumer configuration through the 'EXTERNAL_OAUTH_INTEGRATION'. This decouples the credentials from the application code and allows for updates without requiring application redeployment. Option D uses an API Gateway, adding an abstraction layer for security and management. Options A and E expose credentials directly within the application and are highly insecure. Option C places an undue burden on the consumer and increases the risk of misconfiguration and security vulnerabilities.

NEW QUESTION # 367
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