Quiz Snowflake - Fantastic NAS-C01 - Latest SnowPro Specialty - Native Apps Test Sample

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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 Installation and Testing	20%	- Install and test native applications 1. Validate application functionality and performance
Snowflake Native App Framework Overview	20%	- Understand Snowflake architecture, features, tools, and best practices 1. Data sharing and protection mechanisms 2. Cloud-based computing and storage concepts 3. Account security and access management
Snowflake Native Applications Deployment	25%	- Build, version, and release native applications 1. Use data sharing for app interoperability 2. Use Snowflake's marketplace

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q263-Q268):

NEW QUESTION # 263
You are developing a Snowflake Native Application and want to implement a usage-based pricing model. Your application writes usage data to a table 'APPLICATION USAGE' in the provider account. You need to create a listing on the Snowflake Marketplace that charges customers based on the number of processed records. Which of the following steps are crucial to correctly setting up the pricing plan within the listing, ensuring that usage data is properly captured and reflected in the customer's bill?

A. Define a resource monitor on the provider account that tracks resource consumption of the application, and use this as the basis for pricing. This requires no customer interaction.
B. Establish a Data Exchange between the provider and consumer accounts, sharing the 'APPLICATION_USAGE' table directly. The listing then references this Data Exchange for pricing.
C. Configure a usage-based price metric within the listing, pointing it to a secure view created on top of the 'APPLICATION_USAGE' table, explicitly granted to the 'snowflake' account. The secure view should aggregate usage data.
D. Create a stored procedure in the provider account that aggregates the usage data in 'APPLICATION USAGE' , and then configure the listing to execute this stored procedure at regular intervals to calculate charges.
E. Define a usage-based price metric within the listing that directly queries the 'APPLICATION_USAGE table in the consumer account using a secure view.

Answer: C

Explanation:
The correct answer is C. A usage-based price metric must point to a secure view that aggregates usage data from the 'APPLICATION_USAGE table. The secure view ensures that data access is controlled and that consumers only see the aggregated usage information required for billing. Option A is partially correct, but misses explicitly granting access to snowflake account, vital for pricing. Other options are incorrect because they either expose raw data (D), rely on procedures which are hard to manage within the marketplace (B), try to query consumer data which is impossible using provider side secure view (A) or irrelevant to usage based pricing (E).

NEW QUESTION # 264
A Native Application provider wants to grant the 'SELECT privilege on a view, 'CUSTOMER DATA, in a shared database 'SALES DATA DB' to consumers installing their application. The provider also wants to ensure that future views created in 'SALES DATA DB' are automatically accessible to the application. Which of the following SQL statements, executed by the provider, achieves this with the LEAST amount of privilege escalation risk?

Answer: B

Explanation:
Option A is the correct answer because it grants 'SELECT on FUTURE VIEWS and ' IMPORTED PRIVILEGES'. This allows the application to select data from existing and newly created views within the shared database without granting unnecessary privileges like ALL PRIVILEGES (D) or relying solely on explicitly granting privileges to individual views (C). Option B is incorrect as it does not cover future views. Option E only provides usage privileges on the database, but does not extend the ability to query any data residing in the database.

NEW QUESTION # 265
You are tasked with automating the creation of Snowflake Marketplace listings for several Native Applications. The application metadata, pricing tiers, and listing descriptions are stored in a JSON file. Which Snowflake feature(s) or approach would best facilitate the automated creation and management of these listings?

A. Utilize the Snowflake UI's 'Create Listing' wizard, manually entering the data for each application from the JSON file.
B. Leverage Snowflake's REST API (if available) to programmatically create and manage listings based on the JSON data. Utilize 'SYSTEM$COREATE_PARKETPLACE_LISTING' function.
C. Develop a custom Python script that uses the Snowflake Connector for Python to execute SQL commands to create and configure listings by parsing data from the JSON file.
D. Use the Snowflake CLI (if available) along with a scripting language like Bash to automate the listing creation process.
E. Directly upload the JSON file to a Snowflake stage and use a stored procedure to parse the JSON and create listings using SQL commands.

Answer: B,C

Explanation:
Automating Marketplace listing creation requires a programmatic approach. Manually entering data (A) is not suitable for automation. Directly uploading the JSON and parsing it with a stored procedure (E) is feasible but less efficient and scalable than options using dedicated APIs or connectors. The most suitable options are B and C. A Python script with the Snowflake Connector (B) allows for flexible and robust automation, enabling complex logic and error handling. Leveraging the Snowflake REST API (C) also provides a programmatic interface specifically designed for managing Snowflake resources (if such an API and specific function SYSTEM$CREATE MARKETPLACE LISTING exists). While a CLI (D) could be used, it is usually less feature-rich than the REST API or Connector for complex tasks.

NEW QUESTION # 266
You are managing a Snowflake Marketplace listing for your native application. You need to update the application logic and schem a. Which of the following actions is the correct sequence to perform the update in a non-breaking way for existing consumers?

A. Create a patch version with bug fixes and create a new minor version with schema changes, and release it as an upgrade on the Marketplace.
B. Create a new version of the application with the updated logic and schema, test it thoroughly, and then release it as an upgrade on the Marketplace.
C. Directly modify the application's code and schema in the production environment, then announce the changes to consumers.
D. Deprecate the existing version of the application and force all consumers to upgrade to the new version within 24 hours.
E. Modify the existing application's code and schema, create a new listing for the updated version, and remove the old listing.

Answer: B

Explanation:
The correct approach is to create a new version of the application with the updated logic and schema. This allows for thorough testing before releasing the update to consumers, minimizing disruption and ensuring compatibility. A and C are disruptive, D creates confusion, and while E is partly correct in terms of versions and patching is not a direct answer.

NEW QUESTION # 267
You are developing a Snowflake Native Application that needs to access data residing in the consumer's account. The application requires specific permissions to read certain tables and execute specific functions. How should you define and manage these access privileges to ensure both security and functionality?

A. Use the 'GRANT OWNERSHIP' command to transfer ownership of the required tables and functions to the application's service account. This gives the application full control over these resources.
B. Define a custom role within the application package with the minimum required privileges (e.g., 'SELECT on specific tables, 'USAGE on specific functions). The consumer then grants this role to the application during installation. Use secure views if needed.
C. Create a new database role and grant the required permissions to the database role, later grant the database role to the application role. Use secure views for access to consumer data.
D. Grant the 'ACCOUNTADMIN' role to the application. This provides unrestricted access to all resources in the consumer's account, simplifying development and deployment.
E. Rely on the consumer to manually grant the necessary privileges to the application's service account after installation. Provide clear instructions in the application's documentation.

Answer: B,C

Explanation:
Options B and E are the most secure and maintainable approaches. Option B follows the principle of least privilege. Option E will add another layer of security. Option A is a very bad practice. Option C is also incorrect, transferring ownership is not a good idea. Option D makes the configuration prone to manual errors.

NEW QUESTION # 268
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