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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. A Native Application is being developed that requires access to the consumer's Snowflake account for billing purposes. The application needs to record the query history of the consumer's account to estimate resource usage. Which is the MOST secure and efficient method for the Native App to access this data, minimizing the permissions granted to the app and considering the governance aspects?

A) Grant the 'ACCOUNTADMIN' role to the Native App's service account. This provides full access to the account's query history.
B) Use the 'READ SESSION' privilege to allow the application to read the current session context and infer the resource usage from it.
C) Grant the ' MONITOR USAGE' privilege to the Native App's service account, allowing it to query the view.
D) Grant the ' USAGE privilege on the 'SNOWFLAKE' database to the Native App's service account, allowing it to query all tables and views in that database.
E) Create a stored procedure within the Native App that executes as the 'OWNER and queries the view. The stored procedure is granted to the Native App's service account with 'EXECUTE privileges.

2. Within a Snowflake Native Application, you need to implement a feature that is only available in the latest version of the application, and the usage of that feature needs to be tracked. How would you accomplish this within the application code, considering that you want to avoid exposing internal details about version numbers directly to the consumer?

A) Use the 'APPLICATION$VERSION' function within a stored procedure to conditionally enable the feature and log the usage to a separate table. Make sure the logs are maintained within the producer account.
B) Create a separate role that is only granted to users of the latest version, and use this role to control access to the feature. Use a view to abstract the role requirement.
C) Rely on the consumer to explicitly enable the feature through a configuration parameter, then log the feature's usage.
D) Implement a UDF (User-Defined Function) that checks the application version and returns a flag indicating whether the feature is available. Use this flag in SQL queries to conditionally enable the feature and track its usage.
E) Use Snowflake's Resource Monitors to track resource usage by different versions of the application.

3. You are tasked with creating a new version (2.0) of a Snowflake Native Application. This new version introduces significant schema changes and requires data migration from the old schema in version 1.0 to the new schem a. You need to write the 'setup.sqr script for version 2.0. Which of the following steps or considerations are MOST critical to ensure a smooth and successful upgrade for existing customers? (Select TWO)

A) Before applying schema changes, backup the existing data using 'CREATE TABLE AS SELECT to safeguard against data loss during the upgrade process.
B) Include only the schema changes in 'setup.sql' without any data migration logic. Assume users will manually migrate the data.
C) Implement robust error handling and logging within the 'setup.sqr script to capture any issues during schema migration or data transfer.
D) Use external stages for data backup, and leverage Snowflake Data Sharing to provide access to the older version data for consumers after upgrade.
E) Use 'setup.sqr to perform a direct 'INSERT INTO ... SELECT FROM operation to move data from the old tables to the new tables after the new tables are created.

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

5. A Snowflake Native App developer is packaging their application and needs to define the necessary privileges within the application package's manifest file. The application requires 'SELECT' access to a view named 'PROVIDER VIEW' and 'USAGE' on the database 'PROVIDER DB'. Which of the following YAML snippets correctly defines these privileges in the manifest file? (Choose two)

A)

B)

C)

D)

E)

Solutions: