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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Snowflake Native Applications Deployment	25%	- Build, version, and release native applications 1. Use data sharing for app interoperability 2. Use Snowflake's marketplace
Topic 2: Snowflake Native App Framework Overview	20%	- Understand Snowflake architecture, features, tools, and best practices 1. Account security and access management 2. Cloud-based computing and storage concepts 3. Data sharing and protection mechanisms
Topic 3: Snowflake Native Applications Design and Creation	35%	- Apply Snowflake best practices while building native application workloads 1. Build, distribute, and monetize apps in Snowflake 2. Design scalable applications - Create and manage billing events and cost monitoring techniques 1. Formulate Snowflake native application workflows and procedures
Topic 4: 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 (Q108-Q113):

NEW QUESTION # 108
You are developing a Snowflake Native Application that processes sensitive customer dat a. You want to ensure that your application has undergone a thorough security review before it is listed on the Snowflake Marketplace. Which of the following steps are mandatory to ensure that your application meets Snowflake's security requirements for a secure native application?

A. Enforce multi-factor authentication for all users accessing the application.
B. Submit your application for Snowflake Native App Security Review by filling out the security review intake form with all the necessary documentation.
C. Obtain a third-party penetration test report for the application's code and infrastructure.
D. Ensure all sensitive data is encrypted at rest and in transit using Snowflake's built-in encryption features.
E. Implement data masking policies on all sensitive data within the application.

Answer: B

Explanation:
Submitting the application for Snowflake Native App Security Review is the core mandatory step. While options B, C, D, and E represent good security practices, the successful completion of the official security review process is a prerequisite to listing the application on the marketplace.

NEW QUESTION # 109
You are developing a subscription-based Snowflake Native Application that offers tiered pricing (Basic, Premium, Enterprise) based on resource consumption (e.g., compute hours, data storage). Consumers select their desired tier during the subscription process. Your application needs to dynamically adjust resource limits based on the selected tier. Which combination of the following actions should you take to correctly implement this?

A. Use 'ALTER WAREHOUSE commands within the application to dynamically adjust warehouse sizes based on the selected tier, after retrieving the selected tier information via the application's configuration metadata.
B. Leverage Snowflake's data governance features, creating row access policies for each tier and assigning them based on the consumer's subscription status
C. Store tier-specific resource limits (e.g., compute hours, data storage limits) in a configuration table within the application. Implement stored procedures that enforce these limits during runtime using custom logic.
D. Implement role-based access control (RBAC) using different roles for each tier, granting each role appropriate privileges for data access and compute resources. Assign users to roles based on their subscription tier.
E. Create separate resource monitors for each tier and associate the consumer's account with the appropriate resource monitor based on their selected tier during application installation.

Answer: A,C

Explanation:
The correct answers are A and D. Option A: Adjusting warehouse sizes dynamically with 'ALTER WAREHOUSE allows you to provide different compute resources based on the tier. Option D: Storing tier-specific resource limits in a configuration table and enforcing them in stored procedures allows for granular control over resource consumption. Option B is not a suitable solution for controlling resources within an application container. Resource monitors are more suited for organization-level control. Option C (RBAC) controls data access but doesn't inherently limit resource consumption. Option E is focused on row-level security and not relevant for governing overall resource limits.

NEW QUESTION # 110
You are designing a Snowflake Native Application that allows consumers to upload data files to a stage within their account, which your application then processes. To enhance security and data governance, you need to implement a callback function that validates the uploaded data before it is processed by your application. The callback function must verify the file format and size. Which of the following options correctly outlines the necessary steps and considerations for implementing this callback function?

A. Implement a stored procedure within the application package that receives the file path as input. Register this stored procedure as a callback using 'ALTER APPLICATION ... SET callback_procedure = ..:. The stored procedure performs the validation and raises an error if the file is invalid.
B. Create a UDF that resides within the consumer's account and is called using the 'CALL' command from the provider's application logic. The UDF validates the file properties and returns a boolean indicating success or failure.
C. Define an event table in the provider account and configure a Snowflake Notification to trigger when a new file is uploaded to the consumer's stage. The notification invokes a remote service that validates the file and updates the event table.
D. Create an external function pointing to an API Gateway endpoint that performs the validation. The application logic calls this external function, passing the file path. The external function then returns a boolean indicating success or failure.
E. Set up an AWS Lambda function triggered by S3 events when files are uploaded to the consumer's stage. The Lambda function validates the file format and size and sends a message to a Snowflake queue, which your application then reads.

Answer: A

Explanation:
The correct approach is to implement a stored procedure within the application package and register it as a callback using 'ALTER APPLICATION ... SET callback_procedure = .... This method allows the application to define and control the validation logic directly. The application can then react accordingly, such as raising an error to prevent further processing of invalid files. Options A, B, D and E all introduce complexity and security risks by relying on resources external to the application package or consumer account and are not directly supported as callback mechanisms in Snowflake Native Apps.

NEW QUESTION # 111
You are preparing to list your Snowflake Native Application on the Snowflake Marketplace. Before submitting the application for approval, which of the following checks are essential to perform to ensure a smooth review process and avoid potential rejections by Snowflake?

A. Make sure every SQL role and all privileges are explicitly granted and listed in setup.sql.
B. Document all external dependencies of the application in the listing description, including any required Snowflake features or limitations.
C. Ensure the application uses only standard Snowflake features available to all accounts, avoiding any preview or unsupported functionalities.
D. Verify that the application package contains a valid 'setup.sqr file with the necessary SQL statements to initialize the application environment in the consumer account.
E. Thoroughly test the application in various Snowflake regions to ensure compatibility and proper functionality across different environments.

Answer: B,C,D,E

Explanation:
All the above checks are essential. A valid 'setup.sqr is needed to initialize the application. Using only standard features is crucial for compatibility. Documenting dependencies helps consumers understand the requirements. Regional testing ensures the application works correctly everywhere. Proper authorization is key for security, but that is not just in 'setup.sql'.

NEW QUESTION # 112
You are building a Snowflake Native App that needs to store configuration settings specific to each consumer account. These settings will influence the behavior of the application. Which of the following methods is the MOST secure and recommended approach for managing these configuration settings within the Snowflake Native App Framework?

A. Hardcode the configuration settings directly into the manifest file as environment variables.
B. Use external configuration files stored in an Amazon S3 bucket and accessed via external functions. This provides flexibility and scalability.
C. Utilize parameters defined in the 'setup.sql' script and accessible via SQL commands like 'SYSTEM$GET APP PARAMETER. This allows consumers to configure the application during installation.
D. Store the configuration settings in a public database table within the application's share. This makes the settings easily accessible to all consumers.
E. Store the configuration settings directly within the application's code. This allows for easy access and modification during development.

Answer: C

Explanation:
Using parameters defined in the 'setup.sqr script and accessed via 'SYSTEM$GET APP PARAMETER is the most secure and recommended approach. It allows consumers to configure the application during installation, provides a controlled and secure mechanism for accessing configuration settings, and prevents sensitive information from being directly embedded in the application code.

NEW QUESTION # 113
......

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