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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Application Deployment & Distribution	25%	- Publishing to Snowflake Marketplace - Versioning and release management - Listing types and monetization - Upgrades and lifecycle management
Topic 2: Application Design & Creation	35%	- Manifest files and configuration - Setup scripts and application logic - Security and access control - Application packages and objects - Native App Framework architecture
Topic 3: Advanced Features & Management	20%	- Integration with Snowpark and external services - Governance and compliance - Event logging and telemetry - Billing events and cost monitoring
Topic 4: Application Installation & Testing	20%	- Installation procedures and dependencies - Provider and consumer workflows - Debugging and troubleshooting - Testing strategies and validation

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q347-Q352):

NEW QUESTION # 347
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?

Answer: A,E

Explanation:
Since the database 'app_db' was created with 'MANAGED ACCESS, simply creating the schema using 'CREATE SCHEMA app_db.internal_schema;' inherits the managed access properties. Granting 'USAGES is necessary to allow the role to access objects within the schema. Granting ownership is typically not required and could unnecessarily elevate privileges. Option B, while valid syntax, will result in an error, the MANAGED ACCESS is already inherited from the DATABASE and therefore redudnant. Option D is too permissive. Option E, using all privileges, is not best security practice, rather only the specific USAGE is needed in this scenario.

NEW QUESTION # 348
You are building a Snowflake Native App that aggregates data across multiple consumer accounts. Your app needs to securely access data in each consumer's Snowflake account without requiring them to share their credentials directly. You are evaluating different options for secure data access. Which of the following strategies are viable and recommended to implement this, maximizing security and minimizing administrative overhead for the consumer?

A. Require consumers to grant SELECT privileges on their tables directly to the application's account. This necessitates the consumer to manage grants directly.
B. Use Snowflake Data Clean Rooms to allow the app to query data from the consumers accounts.
C. Have consumers create and share a JWT (JSON Web Token) with your application. The JWT will be used to authenticate against their Snowflake instance via an external function.
D. Implement a data sharing agreement where consumers create a share from their account and grant usage to your application's account using secure data sharing. The application account can then create a database from this share.
E. Utilize Snowflake's Native App data sharing capabilities where the provider app shares data products back to the consumer account and the consumer account can use this inside their apps.

Answer: D,E

Explanation:
Granting SELECT directly (A) requires the consumer to manage grants directly, which is not ideal for scalability or security. Passing JWT tokens (D) is complex and requires careful management of keys. Snowflake Data Clean Rooms(B) are not the correct solution to get consumer data in Provider App.. Secure data sharing (C) is a viable and secure option, as it allows consumers to share data without exposing credentials. Snowflake's Native App sharing Data Products back to the consumer account (E) is the best option for secure data access.

NEW QUESTION # 349
A Snowflake Native App provider is working on the consumer-side testing of their application. They need to verify that specific events are being recorded correctly in the Event Table within the consumer's account. They are using the Snowflake Native Apps framework's testing capabilities. Which of the following approaches would be MOST reliable for validating the contents of the Event Table during automated testing?

A. Implement a stored procedure within the Native App that queries the Event Table and returns the results to the provider through a secure output parameter.
B. Utilize the testing framework's built-in assertion capabilities to verify that specific events are present in the Event Table based on expected values.
C. Grant SELECT privileges on the Event Table to a role in the consumer account that is accessible by the provider's testing framework.
D. Use the 'SHOW EXTERNAL TABLES command within the consumer account to inspect the Event Table's structure and contents.
E. Directly query the Event Table from the provider's account using a cross-account secure data share.

Answer: B

Explanation:
Option D, utilizing the testing framework's built-in assertion capabilities, is the MOST reliable and secure approach. The Snowflake Native Apps framework provides dedicated mechanisms for testing and validating application behavior within the consumer's environment, including verifying the contents of Event Tables. Direct access from the provider's account (Option A) is generally not permitted or recommended for security reasons. 'SHOW EXTERNAL TABLES' (Option B) won't work for internal tables created by the Native App. While a stored procedure (Option C) could work, it's less secure and more complex than using the built-in testing framework. Granting SELECT privileges (Option E) poses a security risk and is generally discouraged.

NEW QUESTION # 350
You are developing a Native App on Snowflake that needs to interact with an external REST API. To ensure proper security, you want to store the API key securely within the application package and use it for authentication. Which of the following is the MOST secure and RECOMMENDED method to accomplish this?

A. Hardcode the API key directly into the application code within a UDF (User-Defined Function).
B. Store the API key in a secure stage with encryption and grant SELECT privilege to the application role.
C. Create a key-pair stored procedure. Storing the API key as a secret, then decrypting the key during each API call.
D. Store the API key as a secret using Snowflake's Secret Management feature and reference it within a secure UDE
E. Store the API key in a table within the application database with minimal access control, relying on Snowflake's data encryption at rest.

Answer: D

Explanation:
Snowflake's Secret Management offers the most secure way to store and manage sensitive information like API keys. It allows you to store secrets securely and reference them within UDFs, preventing direct exposure. Options A, B and D introduce security risks by storing the API key in less secure ways or directly in code. Option E introduces unnessary complexity.

NEW QUESTION # 351
You are developing a Snowflake Native App that processes sensitive customer dat a. Your app needs to access data from a table owned by the consumer and write transformed data back to another table also owned by the consumer. To ensure data privacy and security, you decide to use a secure view for accessing the customer data and a stored procedure for writing the transformed data.
However, you are facing issues with privilege escalation when the stored procedure tries to access the secure view. The stored procedure is defined with the 'EXECUTE AS CALLER clause. Which of the following steps can you take to mitigate this privilege escalation issue and ensure secure data access?

A. Grant the 'EXECUTE MANAGED TASK' privilege to the application role. Change the stored procedure to run with the 'EXECUTE AS OWNER clause. Ensure consumer grants 'IMPORTED PRIVILEGES' on their database to your application.
B. Revoke the 'SELECT privilege on the secure view from the application role. Grant the 'SELECT' privilege on the secure view directly to the stored procedure using the 'GRANT ... TO PROCEDURE syntax.
C. Grant the 'APPLY MASKING POLICY privilege on the customer data table to the application role. Define masking policies on the sensitive columns of the customer data table.
D. Change the stored procedure to run with the 'EXECUTE AS OWNER clause. Ensure the consumer grants 'IMPORTED PRIVILEGES' on their database to your application. Create a database role owned by the application and grant USAGE on database to it and SELECT on secure view to the database role.
E. Change the stored procedure to run with the 'EXECUTE AS OWNER clause. Ensure the consumer grants 'IMPORTED PRIVILEGES' on their database to your application. Create a database role owned by the application and grant USAGE on database to it and SELECT on secure view to the database role. Also, grant the consumer database ownership to the application.

Answer: D

Explanation:
When using ' EXECUTE AS CALLER , the stored procedure executes with the privileges of the user calling it, which can lead to privilege escalation. To avoid this, switch to 'EXECUTE AS OWNER , which runs the procedure with the privileges of the procedure's owner (the application). Consumers granting 'IMPORTED PRIVILEGES' allows the application to access database objects. A database role owned by the application ensures consistent privileges, and granting USAGE on the database and SELECT on the secure view to this role provides the necessary access. The app should not get OWNERSHIP of the CONSUMER Database.

NEW QUESTION # 352
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