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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
|
| Snowflake Native Applications Installation and Testing | 20% | - Install and test native applications
|
| Snowflake Native Applications Deployment | 25% | - Build, version, and release native applications
|
| Snowflake Native App Framework Overview | 20% | - Understand Snowflake architecture, features, tools, and best practices
|
Snowflake SnowPro Specialty - Native Apps Sample Questions:
Question 1
You are developing a Snowflake Native Application. As part of your application deployment process, you need to programmatically register a new version of your application package and promote it through the stages (e.g., 'dev', 'test', 'prod'). You are using the 'SYSTEM$REGISTER_APPLICATION_PACKAGE_VERSION' function. Which of the following statements accurately describe valid arguments and usage considerations for this function?
A. The 'VERSION' argument is a display name for the version and doesn't impact version ordering or compatibility checks during installation.
B. The 'SOURCE_PACKAGE must be an application package in the same account as the one where the new version is being registered.
C. The 'EXTERNAL ID' must be a globally unique identifier for each version across all Snowflake accounts. If The it's not unique, the registration will fail.
D. The PATCH' argument is required, it should be incremented for minor bug fixes or security updates within the same VERSION.
E. The 'SOURCE_PACKAGE argument is optional, and if omitted, the function will automatically generate a new application package based on the current
Question 2
You are developing a Snowflake Native Application and need to track changes made to the application code across different versions. You want to leverage Snowflake's built-in capabilities for version control and auditing. Which of the following approaches is the MOST suitable and efficient for achieving this?
A. Integrate with an external version control system (e.g., Git) and store application code and deployment scripts in the repository. Use CI/CD pipelines to manage deployments to Snowflake.
B. Utilize Snowflake's Information Schema views (e.g., 'INFORMATION_SCHEMA.PROCEDURES, 'INFORMATION SCHEMA.FUNCTIONS) in conjunction with Time Travel to query historical metadata and code definitions.
C. Use Snowflake's Streams feature to capture changes made to application code objects and store them in a separate change table for auditing.
D. Manually maintain a change log in a separate Snowflake table, documenting each code modification with associated version numbers and timestamps.
E. Use Snowflake's Time Travel feature to query historical versions of application code objects (e.g., stored procedures, UDFs) and compare differences between versions.
Question 3
You are developing a Snowflake Native Application that processes financial transactions. You want to implement a robust version management strategy. You have created versions 'v1_0', 'V1 _ 1', and 'v2 Version has a critical bug fix and needs to be prioritized for immediate deployment to specific consumer accounts that reported issues, while contains significant feature enhancements and is undergoing phased rollout. What is the most efficient and secure way to manage these releases in Snowflake?
A. Option C
B. Option E
C. Option B
D. Option A
E. Option D
Question 4
You are developing a Snowflake Native Application that utilizes Snowpark Container Services (SPCS) to run a machine learning model within the customer's Snowflake environment. The application requires access to data stored in a secure stage within the customer's account. Considering security best practices and the limitations of SPCS in Native Apps, what is the most secure and recommended approach to grant the container access to the customer's data stage?
A. Creating a Snowflake Stored Procedure with 'EXECUTE AS CALLER rights and granting the application's service account execute access to the stored procedure. The stored procedure reads data from the secure stage and returns it to the container via a secure data sharing mechanism.
B. Granting the application's service account the 'READ privilege directly on the secure stage. This ensures the container can directly access the data.
C. Creating a Snowflake UDF that reads data from the secure stage and exposes it through a secure view, which the container accesses using the application's service account.
D. Utilizing a Snowflake external function that proxies the data access request to an external API gateway managed by the provider, which then fetches the data from the secure stage. This keeps the access credentials out of the customer's environment completely.
E. Packaging the data within the application package during the build process. This eliminates the need for runtime access to the customer's data stage.
Question 5
You are developing a Snowflake Native Application that processes sensitive customer dat a. You need to ensure that the application is secure and compliant with data privacy regulations. Which of the following security measures are MOST effective when designing your application package? (Select TWO)
A. Store all sensitive data in external stages managed by the provider account to isolate it from the consumer's Snowflake environment.
B. Implement role-based access control (RBAC) to restrict access to sensitive data based on user roles within the application.
C. Encrypt all data at rest and in transit using Snowflake's built-in encryption features.
D. Bypass Snowflake's RBAC and authentication to manage access within the application.
E. Use obfuscation techniques on the data within the application, making it harder to be read.
Solutions:
| Question 1 Answer: B,C,D | Question 2 Answer: B | Question 3 Answer: D | Question 4 Answer: A,C | Question 5 Answer: B,C |
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