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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Snowflake Native Applications Design and Creation	35%	- Apply Snowflake best practices while building native application workloads 1. Design scalable applications 2. Build, distribute, and monetize apps in Snowflake - Create and manage billing events and cost monitoring techniques 1. Formulate Snowflake native application workflows and procedures
Snowflake Native Applications Deployment	25%	- Build, version, and release native applications 1. Use Snowflake's marketplace 2. Use data sharing for app interoperability
Snowflake Native App Framework Overview	20%	- Understand Snowflake architecture, features, tools, and best practices 1. Data sharing and protection mechanisms 2. Account security and access management 3. Cloud-based computing and storage concepts
Snowflake Native Applications Installation and Testing	20%	- Install and test native applications 1. Validate application functionality and performance

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q316-Q321):

NEW QUESTION # 316
You are tasked with designing a Snowflake Native App that requires multiple roles with different levels of access to its functionalities. The app needs to define which roles can perform specific actions, such as viewing data, modifying data, or managing app settings. Which of the following methods are CORRECT ways to control role-based access within a Snowflake Native App? (Select all that apply)

A. Defining roles within the setup script with specific privileges and instructing the consumer to grant their existing roles to these newly created roles.
B. Defining application roles within the provider account and mapping them to consumer roles during the installation process. These application roles can then be used for fine-grained access control.
C. Using the 'allowed_roleS section in the manifest file to restrict access to certain functionalities based on the consumer's roles. This ensures that only authorized roles can interact with those components.
D. Granting specific privileges to roles directly within the application's stored procedures and functions, checking the current role using and conditionally executing code based on the role.
E. Creating separate versions of the application for each role, with each version containing only the functionalities that the role is allowed to access.

Answer: B,D

Explanation:
Option A is correct because using within stored procedures and functions allows you to conditionally execute code based on the current role, providing fine-grained access control. Option D is also correct because defining application roles within the provider account and mapping them to consumer roles during installation allows for a structured and manageable approach to role-based access control within the app.

NEW QUESTION # 317
A financial services company is developing a Snowflake Native App. It needs to securely access external market data via an API and store the processed results in a consumer-provided table. Considering security best practices and the Snowflake Native App Framework limitations, which of the following approaches represents the MOST secure and recommended implementation for this scenario?

A. Utilize a Java UDF with the 'network access' capability to call the external API directly from within the UDF. Store the processed data directly into a consumer- provided table by using the application role with INSERT privilege granted by consumer.
B. Use a Snowflake external function with an API integration, configured with a service account that has the necessary permissions to access the API. Store the processed data in a consumer-provided table using stored procedures and INSERT statements using the application role.
C. Utilize a Python UDF with the 'external network access' capability to call the external API directly from within the UDF. Store the processed data directly into a consumer-provided table by using the application role. API key is stored in snowflake secret.
D. Use a Snowflake external function with an API integration that passes the API key as a parameter. Store the processed data in a consumer-provided table using dynamic SQL.
E. Employ a Snowflake external function, configured with a service account, which invokes an API integration stored in the provider account. The external function returns the data, which is then inserted into a consumer-owned table using a stored procedure and INSERT statements, where the application role has been granted the necessary INSERT privilege.

Answer: E

Explanation:
Extemal functions with API integrations are recommended for secure external API access. Using a service account for authentication is a best practice. Stored procedures allow for managed access control to consumer-provided tables. It is safer and allows for managed security. Option E combines these best practices for a secure and robust solution.

NEW QUESTION # 318
A data analytics company, 'Data Insights Pro', is developing a Snowflake Native Application to provide advanced customer segmentation analysis. They plan to monetize this application through the Snowflake Marketplace. They want to ensure that only a specific set of customer accounts can access and install their application during the initial beta testing phase. Which of the following steps must they perform to achieve this?

A. Use Snowflake's data sharing feature to share the application package with the customer accounts.
B. Create a public listing on the Snowflake Marketplace and rely on Snowflake's built-in usage monitoring to identify the intended customer accounts.
C. Create a private listing on the Snowflake Marketplace and share it with the specific customer accounts by explicitly granting access to their Snowflake account identifiers.
D. Create a public listing with a very high price to deter unintended installations, then manually adjust the price to zero for beta testers.
E. Publish the application directly to the Snowflake Marketplace without creating a listing, and then share the installation URL with the selected customer accounts.

Answer: C

Explanation:
A private listing allows you to control exactly which Snowflake accounts can see and install your application. Public listings are visible to everyone, and other options don't provide the necessary control over access during beta testing. Data sharing isn't used for native app distribution.

NEW QUESTION # 319
A Snowflake Native App provider is designing an application. Select ALL of the necessary privileges a provider needs on an Application Package to successfully list, version and distribute the native application to consumer accounts?

A. USAGE
B. OWNERSHIP
C. MONITOR
D. APPLY
E. IMPORTED PRIVILEGES

Answer: B,D

Explanation:
The provider requires OWNERSHIP to manage the application package and APPLY to create versions and authorization grants, and IMPORTED PRIVILEGES is a privilege granted TO the consumer from the provider, not required to be owned by the provider. MONITOR is more applicable to usage monitoring and debugging, not core distribution privileges.

NEW QUESTION # 320
Consider the following Snowflake Native App setup script snippet. The intention is to create an application role and grant it the necessary privileges to execute a stored procedure named 'MY PROCEDURE' within the application's data container. However, the script is not working as expected, and the stored procedure is failing with permission errors. Identify ALL of the issues in the following code.

A. The 'USAGE privilege on the schema containing the stored procedure is missing.
B. The setup script does not require any additional privileges to assign 'EXECUTE on PROCEDURE
C. The 'EXECUTE' privilege on the stored procedure should be granted to the 'application' role, not 'app_public' .
D. The application role must be granted the 'USAGE privilege on the database that contains the schema.
E. The application role 'app_public' cannot be created inside the setup script.

Answer: A,D

Explanation:
The 'app_public' role is a valid role that applications can create inside of the setup script. (A) is not correct. The application role Capp_public' in this case) requires USAGE' on the schema containing the stored procedure to be able to access objects within it. (B) is correct. EXECUTE on the procedure should be granted to 'app_public' if that is the role designated for executing it, so (C) is incorrect. The application role also needs USAGE' on the database to access the schema and its objects, so (D) is correct. (E) is incorrect because 'EXECUTE' privilege can only be granted once you have access to the schema where the procedure resides. Therefore, access to database and schema are necessary to grant privilege to any object.

NEW QUESTION # 321
......

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