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| Section | Weight | Objectives |
|---|
| Snowflake Native App Framework Overview | 20% | - Understand Snowflake architecture, features, tools, and best practices
- 1. Cloud-based computing and storage concepts
- 2. Account security and access management
- 3. Data sharing and protection mechanisms
|
| Snowflake Native Applications Deployment | 25% | - Build, version, and release native applications
- 1. Use Snowflake's marketplace
- 2. Use data sharing for app interoperability
|
| 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. Design scalable applications
- 2. Build, distribute, and monetize apps in Snowflake
|
| Snowflake Native Applications Installation and Testing | 20% | - Install and test native applications
- 1. Validate application functionality and performance
|
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q116-Q121):
NEW QUESTION # 116
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 an external stage linked to cloud storage. Store temporary data in cloud storage and implement cleanup logic using an uninstall script.
- B. 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).
- C. Create a temporary table in the application database using the APPLICATION role. The application is responsible for dropping the table when uninstalled.
- 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 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.
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 # 117
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. Use the 'SHOW EXTERNAL TABLES command within the consumer account to inspect the Event Table's structure and contents.
- 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. Directly query the Event Table from the provider's account using a cross-account secure data share.
- D. Grant SELECT privileges on the Event Table to a role in the consumer account that is accessible by the provider's testing framework.
- E. 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.
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 # 118
You are tasked with automating the installation of a Snowflake Native Application across multiple consumer accounts using the Snowflake Marketplace. The installation process must be idempotent (running the installation script multiple times should not cause errors or unexpected behavior). You have the following requirements: 1. Check if the application is already installed. 2. If not installed, install the application from the Marketplace. 3. Grant specific privileges on the installed application to a role within the consumer account. Which of the following Snowflake Scripting (SnowSQL) snippets BEST implements this idempotent installation process? Assume 'application name', 'application _ package', 'consumer role', and 'marketplace listing url' are pre-defined variables.
Answer: B
Explanation:
Option D provides the best approach. It first checks if the application already exists using 'SHOW APPLICATIONS LIKE 'application_name' and If the application does not exist (count is 0), it proceeds to install the application from the Marketplace using 'CREATE APPLICATION ... FROM MARKETPLACE. The 'GRANT USAGE statement is executed regardless of whether the application was just installed or already existed, making the entire process idempotent. A,B,C do not account for idempotency. E is not idempotent for granting the role.
NEW QUESTION # 119
Consider the following setup script intended to install a Snowflake Native Application in test mode. The application relies on a custom role 'APP ROLE' and a secured view 'SECURE VIEW'. Analyze the script and identify which line, if any, contains a critical error that would prevent successful testing:
Answer: A
Explanation:
While the code seems correct at first glance, the critical missing piece is the 'GRANT USAGE ON SCHEMA privilege. Without this, the 'APP_ROLE won't be able to access objects within the schema containing the 'SECURE_VIEW'. The rest are valid commands.
NEW QUESTION # 120
You are managing a Snowflake Marketplace listing for your native application. You need to update the application logic and schem a. Which of the following actions is the correct sequence to perform the update in a non-breaking way for existing consumers?
- A. Create a patch version with bug fixes and create a new minor version with schema changes, and release it as an upgrade on the Marketplace.
- B. Modify the existing application's code and schema, create a new listing for the updated version, and remove the old listing.
- C. Directly modify the application's code and schema in the production environment, then announce the changes to consumers.
- D. Deprecate the existing version of the application and force all consumers to upgrade to the new version within 24 hours.
- E. Create a new version of the application with the updated logic and schema, test it thoroughly, and then release it as an upgrade on the Marketplace.
Answer: E
Explanation:
The correct approach is to create a new version of the application with the updated logic and schema. This allows for thorough testing before releasing the update to consumers, minimizing disruption and ensuring compatibility. A and C are disruptive, D creates confusion, and while E is partly correct in terms of versions and patching is not a direct answer.
NEW QUESTION # 121
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