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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. An application provider wants to grant usage privileges on a warehouse named 'APP WAREHOUSE to a consumer account so their application can use the warehouse's compute resources. Which of the following SQL statements would correctly accomplish this goal, ensuring only the necessary privileges are granted to the consumer's application role 'APP ROLE?

A)

B)

C)

D)

E)

2. Your Snowflake Native Application uses a combination of stored procedures and UDFs. You've implemented robust logging within your application to track usage and potential errors. You want to grant a Snowflake support engineer temporary access to these logs for troubleshooting purposes, minimizing the risk of exposing sensitive consumer dat a. Select the two statements below that describe best practices to ensure security and efficiency.

A) Create a new user role specifically for support and grant this role SELECT privileges on the logging tables without any filtering.
B) Implement row-level security (RLS) policies on the logging table to restrict access based on the support engineer's role.
C) Grant the support engineer OWNERSHIP of the database containing the logging tables. This allows them full access for troubleshooting.
D) Use a temporary table to copy the relevant log data, mask sensitive information using 'MASKING POLICY or 'ANONYMIZATION' and grant the support engineer SELECT access to the temporary table. Schedule the table to drop automatically after a short period (e.g. 24 hours).
E) Create a dedicated view on the logging table that filters out sensitive data (e.g., PII) and grant the support engineer SELECT privileges on this view.

3. You are developing a Snowflake Native Application with a custom setup script. Within the setup script, you need to perform different actions based on whether the application is being installed for the first time in a consumer's account, or if it's an upgrade from a previous version. Which of the following functions or techniques can you reliably use within the setup script to determine if the current execution is a fresh installation vs. an upgrade? (Assume the app version is maintained and accessible as a variable 'current_version' .)

A) Use 'SYSTEM$GET_PREVIOUS_VERSION()' function inside the setup script. If it returns NULL, it is the first install.
B) Use the table 'APPLICATION_REGISTRY' function to check for an existing entry for the application in the current account.
C) Attempt to read a known persistent setting from the application's metadata. If the setting exists, it's an upgrade; otherwise, it's a fresh install. (Requires metadata setup in a previous version)
D) Check if the current version is '1.0', assuming the initial version of the application will always be '1.0'.
E) Query the 'INFORMATION_SCHEMAPPLICATIONS' view to check if the application name already exists in the consumer's account.

4. You are developing a Snowflake Native Application. As part of your application deployment process, you need to programmatically register a new version of your application package and promote it through the stages (e.g., 'dev', 'test', 'prod'). You are using the 'SYSTEM$REGISTER_APPLICATION_PACKAGE_VERSION' function. Which of the following statements accurately describe valid arguments and usage considerations for this function?

A) The 'EXTERNAL ID' must be a globally unique identifier for each version across all Snowflake accounts. If The it's not unique, the registration will fail.
B) The PATCH' argument is required, it should be incremented for minor bug fixes or security updates within the same VERSION.
C) The 'SOURCE_PACKAGE argument is optional, and if omitted, the function will automatically generate a new application package based on the current
D) The 'SOURCE_PACKAGE must be an application package in the same account as the one where the new version is being registered.
E) The 'VERSION' argument is a display name for the version and doesn't impact version ordering or compatibility checks during installation.

5. You are developing a Snowflake Native Application intended for the Snowflake Marketplace. Before listing your application, you want to ensure it adheres to Snowflake's best practices for security, performance, and usability. Which of the following steps should you take to validate your application prior to submission? (Choose three)

A) Deploy the application to a separate Snowflake account and simulate user interactions to validate the application's usability and functionality.
B) Submit your application code to a third-party security auditing firm for a comprehensive vulnerability assessment.
C) Conduct thorough testing of the application on various Snowflake editions and sizes to ensure scalability and performance across different environments.
D) Use Snowflake's built-in code scanning tools (if available in the future) to automatically identify security vulnerabilities and code quality issues.
E) Manually review the application code to identify potential SQL injection vulnerabilities and optimize query performance.

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