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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Snowflake Native Applications Installation and Testing	20%	- Install and test native applications 1. Validate application functionality and performance
Topic 2: 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
Topic 3: Snowflake Native Applications Deployment	25%	- Build, version, and release native applications 1. Use Snowflake's marketplace 2. Use data sharing for app interoperability
Topic 4: 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

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q12-Q17):

NEW QUESTION # 12
You are developing a Snowflake Native Application that uses Streamlit to present dat a. The application relies on a UDF to perform calculations. The UDF resides in the application's schema within the container. The application package is named and the application itself is named 'my_app'. You need to grant the application the necessary privileges to execute this UDF. Which of the following SQL statements, executed by the application provider, will correctly grant the required privilege to the application?

Answer: B

Explanation:
The correct answer is B. The 'EXECUTE privilege is required for an application to execute a UDE Additionally, 'APPLICATION ROLE app_public' is the correct role to grant the privilege to, enabling all users within the application to execute the function. Option A is incorrect because USAGE is not sufficient for executing a UDF. Options C and D are incorrect because you should grant permissions to an APPLICATION ROLE, not the Application directly. Option E is incorrect because 'app_role' is a generic term, and 'app_public' should be used to define the public Application role.

NEW QUESTION # 13
You are designing a Snowflake Native Application that processes customer dat a. To comply with data residency requirements, you need to ensure that the application logic runs within the customer's Snowflake account, but the application code is owned and managed by your organization. Which of the following approaches BEST achieves this requirement while providing version control and updates?

A. Create a Docker container containing the application logic and deploy it as a Snowflake External Function. Share the container image with customers and instruct them to deploy it in their environment.
B. Build the application logic as a set of stored procedures and UDFs within the application package. Provide a setup script that creates these objects in the customer's account during installation.
C. Use Snowflake's Data Sharing feature to directly share the database and schema containing the application logic with customers. Grant them ownership of these objects.
D. Embedd the raw application code directly into the SETUP script so that it gets re-deployed on every run.
E. Develop the application using Snowflake's Snowpark API and package the compiled code within the application package. The setup script will execute the Snowpark code within the customer's Snowflake account.

Answer: B,E

Explanation:
Options A and C are correct. Creating stored procedures and UDFs within the application package, along with a setup script, allows you to deploy the application logic to the customer's account while retaining ownership of the application package. Option C allows you to use Snowpark to write complex logic that can execute within the secure Snowflake environment. Option B is not ideal because it involves managing Docker containers outside of Snowflake. Option D violates the requirement to retain ownership of the application logic and potentially exposes sensitive data, and it also doesn't lend itself to easy version control for application code. Option E is incorrect, because the raw application code can get exposed during the process.

NEW QUESTION # 14
You are developing a Snowflake Native Application with a custom setup script. Within the setup script, you need to perform different actions based on whether the application is being installed for the first time in a consumer's account, or if it's an upgrade from a previous version. Which of the following functions or techniques can you reliably use within the setup script to determine if the current execution is a fresh installation vs. an upgrade? (Assume the app version is maintained and accessible as a variable 'current_version' .)

A. Use 'SYSTEM$GET_PREVIOUS_VERSION()' function inside the setup script. If it returns NULL, it is the first install.
B. Use the table 'APPLICATION_REGISTRY' function to check for an existing entry for the application in the current account.
C. Attempt to read a known persistent setting from the application's metadata. If the setting exists, it's an upgrade; otherwise, it's a fresh install. (Requires metadata setup in a previous version)
D. Check if the current version is '1.0', assuming the initial version of the application will always be '1.0'.
E. Query the 'INFORMATION_SCHEMAPPLICATIONS' view to check if the application name already exists in the consumer's account.

Answer: A

Explanation:
Option C is the most reliable approach. The 'SYSTEM$GET_PREVIOUS_VERSION()' function is designed to return the version number of the previously installed version, or NULL if the application is being installed for the first time. Therefore, a NULL return value indicates a fresh install. Option A is not reliable. Option B is not a valid function. Option D is unreliable. Option E relies on the application's metadata management, which can be complex. The provided system function is the recommended approach.

NEW QUESTION # 15
Your Snowflake Native Application persists data within its managed container. You need to implement a robust review process for logging to ensure compliance and prevent the exposure of sensitive information. Which of the following steps should be included in your review process? (Select all that apply)

A. Periodic manual reviews of a sample of log messages by a designated security officer to ensure compliance with data privacy policies and identify any potential logging gaps or issues.
B. Granting all application developers full access to all log data to facilitate debugging and troubleshooting.
C. Disabling logging in production environments to minimize the risk of data exposure.
D. Automated scanning of log messages for Personally Identifiable Information (PII) using regular expressions or pattern matching, and automatic redaction or masking of detected PII.
E. Implementation of role-based access control (RBAC) to restrict access to log data based on job function and the principle of least privilege.

Answer: A,D,E

Explanation:
Options A, B, and D are essential for a robust logging review process. Automated scanning and redaction (A) help prevent PII exposure. Manual reviews (B) provide a human element to catch what automated systems might miss and ensure policies are followed. RBAC (D) restricts access to only those who need it. Option C is a security risk, and Option E hinders debugging and troubleshooting.

NEW QUESTION # 16
A Snowflake Native Application developer is debugging a privilege issue in the consumer's account. They suspect that a specific application role, 'app_admin' , does not have the necessary privileges to execute a stored procedure 'calculate_summary' within the application. Which of the following SQL statements will BEST help the developer diagnose the problem by listing the privileges granted to the 'app_admin' role? (Assume exists within the application.)

A. SHOW GRANTS OF APPLICATION ROLE app_admin;
B. SELECT FROM WHERE grantee_name = 'APP_ADMIN';
C. SHOW GRANTS TO APPLICATION app_admin;
D. SHOW GRANTS ON STORED PROCEDURE calculate_summary TO APPLICATION ROLE app_admin;
E. SHOW GRANTS TO ROLE app_admin;

Answer: A

Explanation:
'SHOW GRANTS OF APPLICATION ROLE is the specific syntax used to view the privileges granted to an application role within a Snowflake Native Application. "SHOW GRANTS TO ROLE app_admin' would look for a regular role named app_admin, not an application role. The SNOWFLAKE.ACCOUNT_USAGE views don't know about application roles and can only return data about 'regular' Snowflake roles.

NEW QUESTION # 17
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