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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. A provider has released a Snowflake Native Application that calculates risk scores. As a consumer, you've installed the application. However, you are seeing inconsistent results when querying a view provided by the application named 'RISK SCORES'. You suspect the provider has an issue with their data or logic. Which of the following actions are MOST appropriate to troubleshoot this from the consumer side, focusing on querying and without access to the provider's source code?

A) Raise a support ticket with the provider through the Snowflake Marketplace. Include example queries, input data, and the expected vs. actual results to facilitate their debugging process. Further, Query data using different warehouse sizes to see if concurrency is a factor.
B) Utilize the 'DEBUG' procedure exposed by the application (if any) to step through the risk calculation logic with specific input values.
C) Use on the provider's account to establish a secure connection and directly debug the provider's stored procedures.
D) Contact Snowflake Support and provide them with a detailed description of the issue and relevant query examples. Snowflake Support can access the provider's environment and investigate.
E) Examine the 'INSTALLATION INFORMATION' view in the application's database to check for provider-published error messages or status updates related to data quality issues. Use queries to identify patterns in the inconsistent results.

2. A Native Application deployed on Snowflake uses a warehouse 'APP WH'. You want to monitor the warehouse usage costs specifically attributed to this application. Which of the following approaches provides the MOST granular and accurate way to track these costs?

A) Tag all queries originating from the application with a specific tag and then filter the 'QUERY_HISTORY view based on this tag and the warehouse name.
B) Use the view and filter by 'USER_NAME associated with the application role.
C) Rely on the total credits consumed by the account, as the application's usage is insignificant.
D) Create a separate warehouse solely for the application and then examine the 'WAREHOUSE METERING HISTORY view.
E) Examine the 'WAREHOUSE METERING HISTORY view in the 'SNOWFLAKE database without any filtering.

3. A data provider wants to distribute a Snowflake Native Application that includes a secure view 'PROVIDER DB.PUBLIC.SALES SUMMARY' which aggregates sales dat a. They want to allow consumers of the application to query this view, but prevent them from accessing the underlying base tables. Which minimum set of privileges must be granted on the 'SALES SUMMARY view to enable this, assuming the application role is 'APP ROLE and the installing account doesn't want to use 'imported privileges' ?

A) GRANT SELECT ON VIEW PROVIDER DB.PUBLIC.SALES SUMMARY TO SHARE WITH APP ROLE;
B) GRANT SELECT ON VIEW PROVIDER DB.PUBLIC.SALES SUMMARY TO ROLE APP ROLE;
C) GRANT ALL PRIVILEGES ON VIEW PROVIDER DB.PUBLISALES SUMMARY TO ROLE APP ROLE;
D) GRANT REFERENCES ON VIEW PROVIDER DB.PUBLIC.SALES SUMMARY TO ROLE APP ROLE;
E) GRANT USAGE ON DATABASE PROVIDER DB TO ROLE APP ROLE; GRANT USAGE ON SCHEMA PROVIDER DPUBLIC TO ROLE APP ROLE; GRANT SELECT ON VIEW PROVIDER DB.PUBLIC.SALES SUMMARY TO ROLE APP ROLE;

4. Consider the following Snowflake Native Application design scenario: You are building a data enrichment application. This application requires a consumer to grant usage on a specific database in their account. The application will then use a user-defined function (UDF) to access and enrich the dat a. To minimize the risk of data exposure and adhere to best practices, which of the following approaches should you take when designing the UDF?

A) Create the UDF with the EXTERNAL_ACCESS' keyword to explicitly allow it to access data outside of the application package.
B) Create the UDF with the 'SECURE keyword and implement granular access control within the UDF code, restricting access based on the application role.
C) Create the UDF without any special keywords, relying solely on the consumer's permissions to control data access.
D) Create the UDF with the 'IMMUTABLE keyword to prevent any data modification within the consumer's database.
E) Create the UDF with the 'VOLATILE' keyword to ensure it only runs when explicitly called, limiting the potential for unintended data access.

5. A provider develops a Snowflake Native Application that requires access to consumer's 'ORDERS' table for data enrichment. The provider has created an object role 'app_role'. Which of the following steps are REQUIRED for the application to successfully access and query the 'ORDERS table in the consumer's environment during the installation phase?

A) The consumer creates a new role, grants SELECT on the 'ORDERS' table to this role, and then grants the role to the application's 'app_role' in the consumer account. The application manifest specifies the consumer_role.
B) The consumer grants IMPORTED PRIVILEGES on the share containing the 'ORDERS table to the 'app_role' in the provider account.
C) The provider grants OWNERSHIP on the 'app_role' role to the application.
D) The consumer grants USAGE privilege on the database containing the 'ORDERS' table to the provider account.
E) The consumer grants USAGE privilege on the schema containing the 'ORDERS' table to the provider account.

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