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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are developing a Snowflake Native Application that performs complex data transformations. You need to monitor the application's performance, identify bottlenecks, and track resource consumption. Which of the following approaches would effectively establish observability and telemetry for your application, ensuring you can gather granular insights into its operations?

A) Implement custom logging within your application code, writing log messages to a temporary stage. Periodically download and analyze these log files using external tools.
B) Utilize Snowflake's Information Schema views (e.g., 'QUERY_HISTORY', to track query performance and resource usage. Correlate this data with application-specific events using custom logging.
C) Leverage Snowflake's event tables and Streamlit to visualize the performance and consumption of resources used by the application.
D) Integrate with a third-party monitoring service (e.g., Datadog, New Relic) by sending application metrics and logs via HTTP endpoints. Configure alerts and dashboards in the monitoring service.
E) Log all application events directly to Snowflake tables using stored procedures. Analyze these tables periodically using SQL queries to identify trends and anomalies.

2. A data analytics company, 'Data Insights Pro', is developing a Snowflake Native Application to provide advanced customer segmentation analysis. They plan to monetize this application through the Snowflake Marketplace. They want to ensure that only a specific set of customer accounts can access and install their application during the initial beta testing phase. Which of the following steps must they perform to achieve this?

A) Create a private listing on the Snowflake Marketplace and share it with the specific customer accounts by explicitly granting access to their Snowflake account identifiers.
B) Create a public listing with a very high price to deter unintended installations, then manually adjust the price to zero for beta testers.
C) Use Snowflake's data sharing feature to share the application package with the customer accounts.
D) Publish the application directly to the Snowflake Marketplace without creating a listing, and then share the installation URL with the selected customer accounts.
E) Create a public listing on the Snowflake Marketplace and rely on Snowflake's built-in usage monitoring to identify the intended customer accounts.

3. An application provider wants to grant the 'EXECUTE MANAGED TASK' privilege to a consumer account for a specific managed task within their Snowflake Native App. The provider uses the following SQL statement:

However, when the consumer account attempts to execute the managed task, they encounter an error indicating insufficient privileges. Which of the following reasons could explain why the consumer account is unable to execute the task, and how could the provider resolve the issue? Select two correct answers.

A) The consumer account needs to explicitly grant the 'USAGE' privilege on the application database and schema to the application role 'app_public'. The provider needs to provide SQL to facilitate this in their setup script for consumer.
B) The managed task owner (the application) does not have the OWNERSHIP privilege on the database and schema where the managed task resides. The application must have OWNERSHIP on these objects.
C) The 'EXECUTE MANAGED TASK' privilege needs to be granted with the 'WITH GRANT OPTION' clause to allow the consumer to further grant the privilege to other roles within their account.
D) The application role 'app_public' might not be activated within the consumer account's session. The consumer needs to ensure the application role is active using 'USE ROLE app_public;' before attempting to execute the managed task.
E) The 'EXECUTE MANAGED TASK' privilege must be granted directly to the consumer account's user role, not the application role. The provider needs to identify the user role used by the consumer and grant the privilege to that specific role.

4. A company is developing a Snowflake Native Application that will be distributed through the Snowflake Marketplace. The application uses internal stages to store intermediate data processing results. Which of the following methods is the MOST secure and recommended way to manage the application's internal stages?

A) Create an internal stage owned by the application database role and grant usage to all roles within the application.
B) Create an internal stage owned by the application database role. The application framework automatically grants necessary permissions.
C) Create an internal stage owned by a custom role created specifically for stage management within the application, granting only necessary permissions.
D) Create an external stage in AWS S3 or Azure Blob Storage and grant access to the application database role.
E) Create an internal stage owned by the ACCOUNTADMIN role and grant usage to the application database role.

5. 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) Directly query the Event Table from the provider's account using a cross-account secure data share.
B) Grant SELECT privileges on the Event Table to a role in the consumer account that is accessible by the provider's testing framework.
C) Utilize the testing framework's built-in assertion capabilities to verify that specific events are present in the Event Table based on expected values.
D) 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.
E) Use the 'SHOW EXTERNAL TABLES command within the consumer account to inspect the Event Table's structure and contents.

Solutions: