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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are developing a Snowflake Native Application that relies on external functions (UDFs) hosted outside of Snowflake. You need to ensure that these external functions are securely accessed and that you can track their usage. Which of the following steps are required to correctly configure and manage access to external functions in your application package?

A) Define the external functions in the application manifest, specifying the API integration object used for secure communication and authentication.
B) Grant the 'USAGE privilege on the API integration object to the application role that will be calling the external functions within the application package. This is done through the application setup script.
C) Create a network rule in the application package that whitelists the IP addresses or hostnames of the external function endpoints. Ensure that the application manifest includes the property set to 'true' and references the network rule.
D) No explicit configuration is required within the application package; external functions are automatically accessible once defined in the developer's Snowflake account.
E) Implement robust error handling and logging within the application code to capture any issues related to external function calls, including authentication errors, network connectivity problems, and data transformation failures.

2. You are tasked with automating the creation of Snowflake Marketplace listings for several Native Applications. The application metadata, pricing tiers, and listing descriptions are stored in a JSON file. Which Snowflake feature(s) or approach would best facilitate the automated creation and management of these listings?

A) Develop a custom Python script that uses the Snowflake Connector for Python to execute SQL commands to create and configure listings by parsing data from the JSON file.
B) Utilize the Snowflake UI's 'Create Listing' wizard, manually entering the data for each application from the JSON file.
C) Use the Snowflake CLI (if available) along with a scripting language like Bash to automate the listing creation process.
D) Directly upload the JSON file to a Snowflake stage and use a stored procedure to parse the JSON and create listings using SQL commands.
E) Leverage Snowflake's REST API (if available) to programmatically create and manage listings based on the JSON data. Utilize 'SYSTEM$COREATE_PARKETPLACE_LISTING' function.

3. You are building a Snowflake Native App that needs to store configuration settings specific to each consumer account. These settings will influence the behavior of the application. Which of the following methods is the MOST secure and recommended approach for managing these configuration settings within the Snowflake Native App Framework?

A) Use external configuration files stored in an Amazon S3 bucket and accessed via external functions. This provides flexibility and scalability.
B) Store the configuration settings in a public database table within the application's share. This makes the settings easily accessible to all consumers.
C) Store the configuration settings directly within the application's code. This allows for easy access and modification during development.
D) Hardcode the configuration settings directly into the manifest file as environment variables.
E) Utilize parameters defined in the 'setup.sql' script and accessible via SQL commands like 'SYSTEM$GET APP PARAMETER. This allows consumers to configure the application during installation.

4. You are packaging a Snowflake Native App that includes a Streamlit application for data visualization. The Streamlit application needs to access a table named 'SALES DATA within the app's data container. Which of the following steps are REQUIRED to correctly grant the Streamlit application the necessary permissions to read the data? (Select all that apply)

A) Create a service account within the Snowflake Native App and grant the 'SELECT' privilege on the 'SALES_DATR table to the service account.
B) Create a secure view on the ' SALES_DATX table, using the function in the view definition, and grant the 'SELECT privilege on the secure view to the application role.
C) Grant the 'SELECT privilege on the 'SALES_DATX table directly to the application role defined in the setup script.
D) Grant the 'APPLOG' privilege to the application role defined in the setup script on the internal stage.
E) Grant the 'IMPORTED PRIVILEGES' on the database containing the 'SALES DATA' table to the application role.

5. You are developing a Snowflake Native Application that needs to be deployed across multiple consumer accounts. The application relies on a secure external function (SEF) for real-time data enrichment. The SEF interacts with a third-party API secured with OAuth 2.0. What are the MOST important considerations when designing the setup script for this application to ensure seamless deployment and security in the consumer accounts?

A) The setup script should explicitly create a new API integration with the consumer's credentials, separate from the provider's account. Consumer will manually update credentials.
B) The setup script should attempt to automatically create the API integration using the provider's credentials, but gracefully handle failures if the consumer's account lacks necessary privileges.
C) The setup script should include instructions for the consumer to manually create and configure the API integration using their own OAuth 2.0 credentials after the application is installed.
D) The setup script should create an API integration referencing a secret object in the consumer account, allowing the consumer to inject their own credentials post- installation.
E) The setup script should pre-configure the API integration in the provider account and securely share the credentials with consumer accounts during the installation process.

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