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| 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 Deployment | 25% | - Build, version, and release native applications
- 1. Use Snowflake's marketplace
- 2. Use data sharing for app interoperability
|
| Topic 3: Snowflake Native App Framework Overview | 20% | - Understand Snowflake architecture, features, tools, and best practices
- 1. Cloud-based computing and storage concepts
- 2. Data sharing and protection mechanisms
- 3. Account security and access management
|
| Topic 4: Snowflake Native Applications Design and Creation | 35% | - Create and manage billing events and cost monitoring techniques
- 1. Formulate Snowflake native application workflows and procedures
- Apply Snowflake best practices while building native application workloads
- 1. Build, distribute, and monetize apps in Snowflake
- 2. Design scalable applications
|
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q122-Q127):
NEW QUESTION # 122
You are preparing to publish a Snowflake Native Application on the Snowflake Marketplace. You have successfully built and tested the application in your development account. Which of the following steps are CRITICAL for preparing the application listing metadata and ensuring a smooth onboarding experience for consumers?
- A. Thoroughly test the application installation and upgrade process in a separate Snowflake account (ideally one that mimics a typical consumer environment) to identify and resolve any potential issues.
- B. Ensure all necessary data governance and security measures are in place, including compliance with relevant regulations (e.g., GDPR, CCPA). Clearly document these measures in the application listing.
- C. Provide a comprehensive and user-friendly application description that clearly outlines the application's functionality, benefits, and intended use cases. Include screenshots and/or videos demonstrating the application in action.
- D. The listing should include a well-defined support strategy, outlining how you will handle customer inquiries, bug reports, and feature requests. Provide contact information and estimated response times.
- E. Define a clear pricing model (e.g., free, per-use, subscription) and accurately estimate the resource consumption (Snowflake credits) required for typical application usage. Include a free trial period if possible.
Answer: A,B,C,D,E
Explanation:
All of the listed steps are crucial for preparing a Snowflake Native Application for the Marketplace. A detailed description (A) attracts users and sets expectations. A clear pricing model (B) is essential for monetization. Thorough testing (C) ensures a smooth user experience. Data governance and security (D) build trust and are often legally required. A support strategy (E) demonstrates commitment and helps retain users. Neglecting any of these aspects can negatively impact the application's success on the Marketplace.
NEW QUESTION # 123
You are developing a Snowflake Native App that requires specific Snowflake features and functionalities. To ensure compatibility and proper execution across different consumer environments, you need to define the minimum required Snowflake version. Which section in the manifest file is used to specify the minimum Snowflake version required by the application and what is the correct syntax?
- A. The 'configuration' section. Syntax: '"configuration": {"required_snowflake_version": "7.0"}'
- B. The 'api_version' section. Syntax: '"api_version": along with in the 'applications section.
- C. The 'setup' section. Syntax:

- D. The 'dependencies' section. Syntax: '"dependencies": [{"snowflake_version":">=7.0"}]
- E. The 'application' section. Syntax: '"application": {"min_snowflake_version": "7.0"}'
Answer: E
Explanation:
The 'application' section within manifest file is used to specify minimum snowflake version required by Snowflake Native Application with the syntax '"application": {"min_snowflake_version": "7.0"}'. This attribute ensures that app installed is compatible with consumer account.
NEW QUESTION # 124
You are designing a Snowflake Native Application that needs to store temporary data for processing, which should be cleaned up when the application is uninstalled from the consumer account. Which of the following options would be the MOST appropriate and secure way to manage this temporary data?
- A. Create a temporary stage and use it to persist data. Use a SQL statement in your uninstall script to remove the data from the stage when the application is uninstalled.
- B. Create an external stage linked to cloud storage. Store temporary data in cloud storage and implement cleanup logic using an uninstall script.
- C. Create a table with a retention period in the application database using the APPLICATION role. Configure the retention period to be very short (e.g., 1 day).
- D. Create a schema named 'temp' in the application database using the APPLICATION role. The application setup script will create temporary tables inside this schema. Use an uninstall script to drop the entire schema upon uninstall.
- E. Create a temporary table in the application database using the APPLICATION role. The application is responsible for dropping the table when uninstalled.
Answer: D
Explanation:
Creating a dedicated schema for temporary tables and dropping the entire schema in the uninstall script is the most secure and reliable way to manage temporary data. Using the APPLICATION role ensures that only the application can access and manage these tables. This approach guarantees that all temporary data is cleaned up when the application is uninstalled, without relying on external mechanisms or application logic running after uninstall.
NEW QUESTION # 125
You are developing the setup script for a Snowflake Native Application. The application requires a specific Snowflake Edition (e.g., Enterprise) to function correctly due to certain feature dependencies. How can you ensure that the installation fails gracefully and provides a clear error message if the consumer's account does NOT meet the required edition?
- A. Use the 'SYSTEM$GET SNOWFLAKE EDITION()' function within the setup script and raise an exception using 'RAISE' if the edition is not compatible. Provide a descriptive error message.
- B. Attempt to create objects that are specific to the required Snowflake Edition within the setup script. If the creation fails due to edition limitations, the installation will automatically fail.
- C. Use a configuration file included in the application package to specify the required Snowflake Edition. The setup script reads this file and displays an error message if the edition is not compatible.
- D. Include a comment in the setup script indicating the required Snowflake Edition. Rely on the consumer to manually verify their edition before installation.
- E. The Snowflake Marketplace automatically checks for edition compatibility before allowing installation of a Native Application. No explicit checks are needed in the setup script.
Answer: A
Explanation:
Option A is the most reliable and user-friendly approach. allows you to programmatically determine the Snowflake Edition. Using provides a controlled and informative error message, ensuring a graceful failure. Option B is unreliable as it depends on the consumer's diligence. Option C might work, but it's less predictable and provides a less specific error message. Option D is incorrect; the Marketplace does not currently handle edition compatibility checks automatically. Option E adds unnecessary complexity with an external configuration file; the check can be performed directly within the setup script.
NEW QUESTION # 126
You are developing a subscription-based Snowflake Native Application that offers tiered pricing (Basic, Premium, Enterprise) based on resource consumption (e.g., compute hours, data storage). Consumers select their desired tier during the subscription process. Your application needs to dynamically adjust resource limits based on the selected tier. Which combination of the following actions should you take to correctly implement this?
- A. Use 'ALTER WAREHOUSE commands within the application to dynamically adjust warehouse sizes based on the selected tier, after retrieving the selected tier information via the application's configuration metadata.
- B. Store tier-specific resource limits (e.g., compute hours, data storage limits) in a configuration table within the application. Implement stored procedures that enforce these limits during runtime using custom logic.
- C. Implement role-based access control (RBAC) using different roles for each tier, granting each role appropriate privileges for data access and compute resources. Assign users to roles based on their subscription tier.
- D. Leverage Snowflake's data governance features, creating row access policies for each tier and assigning them based on the consumer's subscription status
- E. Create separate resource monitors for each tier and associate the consumer's account with the appropriate resource monitor based on their selected tier during application installation.
Answer: A,B
Explanation:
The correct answers are A and D. Option A: Adjusting warehouse sizes dynamically with 'ALTER WAREHOUSE allows you to provide different compute resources based on the tier. Option D: Storing tier-specific resource limits in a configuration table and enforcing them in stored procedures allows for granular control over resource consumption. Option B is not a suitable solution for controlling resources within an application container. Resource monitors are more suited for organization-level control. Option C (RBAC) controls data access but doesn't inherently limit resource consumption. Option E is focused on row-level security and not relevant for governing overall resource limits.
NEW QUESTION # 127
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