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Snowflake NAS-C01 Exam Syllabus Topics:

Section	Weight	Objectives
Native Application Design and Creation	35%	- Application development workflow 1. Application roles and privileges 2. Building and versioning applications
Installation, Testing and Troubleshooting	20%	- Validation and debugging 1. Logging and event tables 2. Tracing and troubleshooting workflows
Deployment and Marketplace Publishing	25%	- Distribution and lifecycle management 1. Marketplace listings and publishing 2. Version upgrades and release management
Snowflake Native App Framework Overview	20%	- Native application concepts and architecture 1. Manifest files and setup scripts 2. Application packages and structure

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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q101-Q106):

NEW QUESTION # 101
You are preparing to deploy a Snowflake Native Application to the Snowflake Marketplace. You have implemented versioning using the 'VERSION' clause in your setup script. Your application relies on a specific shared data source that is only available in the AWS us- west-2 region. To ensure that consumers in other regions can still install and use your application, you decide to offer different versions with region-specific logic. Which of the following approaches is the MOST effective and recommended to manage region-specific configurations and data sharing across multiple versions of your Snowflake Native Application?

A. Create separate application packages for each region, containing region-specific configurations and data sharing setups. This ensures consumers only install the version relevant to their region.
B. Use separate schemas within the application package for each region, and configure application roles with permissions to only access schemas relevant to their region. No changes to code logic are required.
C. Use the 'PATCH' clause during application deployment to selectively modify the configuration based on the target region. Deploy the same application package to all regions.
D. Implement a build process that generates region-specific setup scripts based on environment variables using a CI/CD pipeline. Each version of the application will then contain the right setup script based on the target region.
E. Implement conditional logic within the application's stored procedures to check the current region and adjust data sharing and execution accordingly using Package all configurations within a single version.

Answer: D

Explanation:
The most effective approach is to utilize a CI/CD pipeline to generate region-specific setup scripts. This allows you to manage region-specific configurations declaratively within your code repository and ensures a consistent and repeatable deployment process across all regions. Creating separate application packages (Option A) becomes difficult to manage and update. Conditional logic (Option B) can become complex and harder to maintain. PATCH (Option C) is not intended for such fundamental configuration differences. Using different schemas (Option E) does not address where the data resides, it just provides access control.

NEW QUESTION # 102
You are designing the 'privileges.sqr file for a Snowflake Native App. The app requires the ability to create and manage internal stages within the consumer's account to store temporary dat a. Which of the following SQL statements in 'privileges.sqr would correctly grant the necessary privileges to the application role (assuming the application role is named 'APP ROLE)?

Answer: E

Explanation:
To create stages, the application role needs the 'CREATE STAGE' privilege. This privilege needs to be granted on the schema where the stages will be created, and usage privilege is also needed. Granting it at the database level is too broad (B, C, E), and only granting warehouse usage (A) doesn't address the requirement of creating stages.

NEW QUESTION # 103
You are developing a Snowflake Native Application that performs complex data transformations. You need to monitor the application's performance, identify bottlenecks, and track resource consumption. Which of the following approaches would effectively establish observability and telemetry for your application, ensuring you can gather granular insights into its operations?

A. Leverage Snowflake's event tables and Streamlit to visualize the performance and consumption of resources used by the application.
B. Utilize Snowflake's Information Schema views (e.g., 'QUERY_HISTORY', to track query performance and resource usage. Correlate this data with application-specific events using custom logging.
C. Integrate with a third-party monitoring service (e.g., Datadog, New Relic) by sending application metrics and logs via HTTP endpoints. Configure alerts and dashboards in the monitoring service.
D. Log all application events directly to Snowflake tables using stored procedures. Analyze these tables periodically using SQL queries to identify trends and anomalies.
E. Implement custom logging within your application code, writing log messages to a temporary stage. Periodically download and analyze these log files using external tools.

Answer: A,B,C

Explanation:
Options B, C, and E are the most effective. Option B provides real-time monitoring and alerting. Option C leverages Snowflake's built-in monitoring capabilities, providing valuable insights into query performance and resource usage. Option E is leveraging the new functionality of Streamlit integration, offering the visualization on the go. Option A requires managing the logging tables. Option D is cumbersome due to the external data process and the need to download the logs.

NEW QUESTION # 104
Consider the following scenario: You are tasked with designing a setup script for a Snowflake Native Application. This script needs to perform several tasks including creating a database role, granting privileges to the role, and creating a schem a. Your application also provides a configuration table that needs to be populated during the setup process. Which of the following set of statements are true regarding the order of operations and security best practices within the setup script? (Choose all that apply)

A. The setup script should always be designed to be idempotent, meaning it can be executed multiple times without causing errors or unintended side effects. Use 'CREATE ... IF NOT EXISTS' where appropriate.
B. Populating the configuration table should be done before creating any other objects, as other parts of the application might rely on the configuration during object creation.
C. When granting privileges to the database role, use the 'APPLICATION' keyword to grant privileges on application objects, enhancing security and control.
D. It is best practice to create the database role before creating the schema, to immediately grant ownership on the schema to the created role.
E. Setup Scripts should be designed in a way that it requires multiple manual interventions during execution.

Answer: A,C,D

Explanation:
Option A is correct because creating the role first allows for immediate ownership and control over the newly created schema. Option B is correct as using the 'APPLICATIONS keyword when granting privileges is a key security best practice in Snowflake Native Apps. It allows for controlled access to the data within the Application. Option D is correct because idempotency ensures the setup process can be retried if interrupted without causing issues. Option C is incorrect because, While application configuration is important, object creation, like defining schemas and roles usually must preceed loading configuration, and depend on the existence of these core components. Option E is wrong since It should require minimal to zero manual intervension.

NEW QUESTION # 105
You are designing a Snowflake Native App that processes sensitive customer dat a. To comply with data residency requirements, you need to ensure the application processes data exclusively within the consumer's Snowflake account and does not transmit data outside.
Which features of the Snowflake Native App Framework support this requirement? (Select all that apply)

A. External Functions: Enables the application to call external services for data processing and enrichment, ensuring all data remains within the Snowflake environment.
B. Application Packages: Package the entire application including code and configuration, ensuring data locality and not data transfer outside environment
C. Secure Data Sharing: Allows the application to access data directly within the consumer's account without copying or moving it.
D. Snowflake Marketplace: Provides a secure and governed platform for distributing the application without requiring direct access to the consumer's account.
E. Stored Procedures: Allows the application to execute custom logic within the consumer's Snowflake environment, processing data locally.

Answer: B,C,E

Explanation:
The correct answers are A, D and E. Secure Data Sharing enables direct access to data without movement. Stored Procedures execute logic within the consumer's environment. Application packages ensures everything within the consumer's environment. External Functions (B) inherently involve sending data outside of Snowflake, violating the residency requirement. Snowflake Marketplace (C) is about distribution and governance, not data processing location.

NEW QUESTION # 106
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