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| Section | Weight | Objectives |
|---|
| Topic 1: Native Application Design and Creation | 35% | - Application development workflow
- 1. Application roles and privileges
- 2. Building and versioning applications
|
| Topic 2: Deployment and Marketplace Publishing | 25% | - Distribution and lifecycle management
- 1. Version upgrades and release management
- 2. Marketplace listings and publishing
|
| Topic 3: Snowflake Native App Framework Overview | 20% | - Native application concepts and architecture
- 1. Manifest files and setup scripts
- 2. Application packages and structure
|
| Topic 4: Installation, Testing and Troubleshooting | 20% | - Validation and debugging
- 1. Tracing and troubleshooting workflows
- 2. Logging and event tables
|
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Snowflake SnowPro Specialty - Native Apps Sample Questions (Q298-Q303):
NEW QUESTION # 298
A Snowflake Native App is designed to transform data in the consumer's account. The application requires temporary write access to a staging table owned by the consumer. Which of the following SQL statements, when executed within the application package's logic, correctly grants the application role the necessary privileges to write to the consumer-owned staging table named 'CONSUMER STAGING TABLE in schema 'CONSUMER SCHEMA'?
- A. GRANT INSERT, UPDATE, DELETE ON TABLE TO APPLICATION ROLE app_role;
- B. GRANT ALL ON TABLE CONSUMER SCHEMCONSUMER_STAGING TABLE TO APPLICATION ROLE app_role;
- C. GRANT SELECT, INSERT, UPDATE, DELETE, TRUNCATE ON TABLE CONSUMER SCHEMA.CONSUMER STAGING TABLE TO APPLICATION ROLE app_role;
- D. GRANT INSERT, UPDATE, DELETE ON TABLE CONSUMER_SCHEMA.CONSUMER STAGING_TABLE TO APPLICATION ROLE app_role WITH GRANT OPTION;
- E. GRANT INSERT, UPDATE, DELETE, TRUNCATE ON TABLE CONSUMER SCHEMA.CONSUMER STAGING TABLE TO APPLICATION ROLE app_role WITH GRANT OPTION;
Answer: C
Explanation:
Option C is the most appropriate answer. For a staging table where the application needs temporary write access, the application role typically requires 'INSERT, "UPDATE, 'DELETE to modify the data, 'SELECT to read existing data (if necessary for transformations), and 'TRUNCATE if the application needs to quickly empty the table. The 'WITH GRANT OPTION' is not needed, as the app is not required to grant access to other roles. 'ALL" privilege, i.e., option A, is overkill.
NEW QUESTION # 299
A Snowflake Native App developer wants to utilize a README.md file within their application package. Which of the following statements accurately describe the supported usage and purpose of the README.md file in this context?
- A. The README.md file must adhere to a specific Snowflake schema for metadata to be automatically extracted and displayed within the consumer's Snowflake environment post-installation.
- B. The README.md file can be programmatically accessed within the application logic using a Snowflake-provided API to dynamically generate documentation for the consumer.
- C. Snowflake automatically renders the READMmd file as part of the application s user interface within the consumer s account, allowing them to view documentation directly from Snowflake.
- D. The README.md file is a Markdown formatted file and used only for internal documentation by the app developer and is not exposed to consumers through any Snowflake interface.
- E. The README.md file is automatically displayed to consumers within the Snowflake Marketplace listing, providing a detailed overview of the app's functionality and installation instructions.
Answer: E
Explanation:
The README.md file in a Snowflake Native App package is primarily used to populate the app's listing in the Snowflake Marketplace. It provides information about the app to potential consumers. It's not used for internal documentation only, nor is it rendered within the consumer's account post-installation. It doesn't require a specific Snowflake schema, nor is it programmatically accessible from the app.
NEW QUESTION # 300
Consider the following 'manifest.yml' file for a Snowflake Native App:
- A. The application version will default to '0.0.1'. If the application includes a view, then the view needs access to the user data and must have a privilege declared to allow users to view data from the application.
- B. The application will fail to install because the version property is missing. Each version must explicitly be specified in the manifest file.
- C. The application version will be automatically assigned by Snowflake during the installation process on the consumer side.
- D. The application will fail to install because no 'privileges' are listed in the manifest file. All applications must declare the necessary privileges.
- E. The application version will default to '0.1.0' and the application can be installed successfully by any consumer account.
Answer: B
Explanation:
A valid version is mandatory in 'manifest.yml' to install native apps. When version is missing, the installation will fail.
NEW QUESTION # 301
You are preparing to list your Snowflake Native Application on the Snowflake Marketplace. You want to restrict its availability to specific Snowflake regions and also require consumers to agree to a custom End User License Agreement (EULA) before installation. Which steps are essential during the listing creation process to achieve this?
- A. During listing creation, select the 'Custom EULA' option and provide the EULA text directly within the designated field. Configure the 'Availability' section to specify the allowed regions.
- B. Regions are inherently globally available so it cannot be restricted. Include the EULA within the code of the application, forcing the user to acknowledge it through the code.
- C. Specify the allowed regions in the 'Availability' section of the listing. Upload a text file containing the EULA and mark it as 'Required Agreement' in the listing settings.
- D. Use the Snowflake CLI to programmatically set the allowed regions using the 'snowflake marketplace application update' command. Include a link to an external website hosting the EULA in the listing description.
- E. Configure the 'Availability' section of the listing to specify allowed regions. Upload the EULA as a PDF document within the 'Documentation' section.
Answer: A
Explanation:
Option D is the correct answer. The Snowflake Marketplace provides specific fields to enter a custom EULA directly. Also the availability of the application can be restricted based on Snowflake regions. Options A, B, and C provide partially correct steps, but do not cover the complete solution. A PDF or link doesn't guarantee agreement. Option E has a false statment that regions cannot be restricted.
NEW QUESTION # 302
You're developing a Snowflake Native Application with a front-end UI built using Streamlit, deployed as a UDF. This UI allows users to upload CSV files for processing. To adhere to security best practices and prevent unacceptable code practices in a Native App, what considerations should you prioritize in your development and deployment process specifically related to handling user-uploaded files ?
- A. Implement strict file size limits and file type validation on both the client-side (Streamlit UI) and server-side (Snowflake UDF) to prevent denial-of-service attacks and malicious file uploads. Sanitize and validate the contents of the uploaded CSV file, escaping special characters and preventing SQL injection vulnerabilities if data from the CSV is used in SQL queries.
- B. Allow user to execute scripts or upload executable file as part of CSV content
- C. Disable any logging or auditing of file upload activity to protect user privacy and avoid unnecessary data storage.
- D. Store the uploaded CSV files directly within a Snowflake table without any validation to ensure high performance and minimal overhead.
- E. Assume that all uploaded files are safe and trustworthy, and directly process them without any security checks.
Answer: A
Explanation:
Option A is the most secure approach. It emphasizes both client-side and server-side validation to prevent malicious uploads. Storing files directly without validation (B) is highly insecure. Disabling logging (C) hinders auditing and incident response. Assuming files are safe (D) is a critical security flaw. Option E is very dangerous from security perscpective, it should not be allowed.
NEW QUESTION # 303
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