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Snowflake NAS-C01 Exam Syllabus Topics:

SectionWeightObjectives
Snowflake Native App Framework Overview20%- Native application concepts and architecture
  • 1. Application packages and structure
    • 2. Manifest files and setup scripts
      Deployment and Marketplace Publishing25%- Distribution and lifecycle management
      • 1. Version upgrades and release management
        • 2. Marketplace listings and publishing
          Installation, Testing and Troubleshooting20%- Validation and debugging
          • 1. Tracing and troubleshooting workflows
            • 2. Logging and event tables
              Native Application Design and Creation35%- Application development workflow
              • 1. Building and versioning applications
                • 2. Application roles and privileges

                  Snowflake SnowPro Specialty - Native Apps Sample Questions:

                  1. You are developing a Snowflake Native Application using Python that processes financial transactions. The application relies on external stages for loading transaction dat a. After deploying the application to a consumer account, you observe that the application fails to load data from the stage, resulting in an 'Invalid stage name' error in the consumer's logs. Assume the stage was created and shared correctly. Which of the following steps would BEST help you diagnose the problem and ensure the application works as expected?

                  A) Check the application's deployed version details in the consumer account's Snowflake UI to confirm the 'stage_name' parameter within the application manifest is defined correctly, and then within the Python code, make sure to utilize a fully qualified name when referring to the stage. Use Snowflake logging to write stage information to the event table.
                  B) Ensure the stage definition in the 'manifest.yml' file uses the fully qualified name of the stage (database.schema.stage_name), and verify that the consumer has imported the stage's database and schema into their environment. In Python, use the 'DESC STAGE command via a Snowflake connector to confirm existence and permissions.
                  C) Review the stage properties in both the provider and consumer accounts to ensure the storage integration is correctly configured and accessible from both sides. In the Python code, use the USE ROLE command to explicitly switch to the application's role before accessing the stage.
                  D) Verify that the application manifest includes the correct stage definition with the 'privileges' parameter set to 'USAGE on the stage object. Also, within your Python code, use the 'snowflake.connector' to explicitly grant USAGE privilege from the application role to the stage.
                  E) Redeploy the application with the 'REPLACE' flag to automatically update the stage definition on the consumer side, and confirm that the application has sufficient privileges to access the storage integration associated with the stage. In Python, trap any 'Invalid stage name' exceptions and retry after a short delay.


                  2. 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 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.
                  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 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.
                  D) 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.
                  E) 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.


                  3. A provider is developing a Snowflake Native Application that shares event data with consumers. The provider wants to ensure that specific columns in the event data are obfuscated for certain consumer accounts, while remaining visible to others. Which of the following approaches is the MOST secure and maintainable way to achieve this?

                  A) Data masking is not supported in Native Apps. The provider must rely on consumer-side masking implementations.
                  B) Create a separate view for each consumer account with the sensitive columns masked using a CASE statement based on the CURRENT_ACCOUNT() function.
                  C) Implement dynamic data masking policies on the sensitive columns using the CURRENT_ACCOUNT() function to determine which accounts receive obfuscated data.
                  D) Use a stored procedure to query the event data, applying obfuscation logic based on the consumer's APP INSTANCE ID() before returning the results.
                  E) Implement conditional logic within the event table function to obfuscate data based on the consumer's APP_INSTANCE_ID().


                  4. A consumer installs a Snowflake Native App that performs data transformations. The consumer wants to monitor the resource consumption (e.g., credits used) of the application. Which of the following SQL queries can the consumer use to retrieve the warehouse- level credit usage information associated with the installed application 'my_app'?

                  A) SELECT start_time, end_time, warehouse_name, credits_used FROM snowflake.account_usage.query_history WHERE application_name = 'my_app';
                  B) SELECT start_time, end_time, warehouse_name, credits_used FROM snowflake.account_usage.metering_history WHERE application_name = 'my_app';
                  C) SELECT start_time, end_time, warehouse_name, credits_used FROM snowflake.account_usage.resource_monitors WHERE application_name = 'my_app';
                  D) SELECT start_time, end_time, warehouse_name, credits_used FROM snowflake.account_usage.database_storage_usage_history WHERE application_name = 'my_app';
                  E) SELECT start_time, end_time, warehouse_name, credits_used FROM snowflake.account_usage.warehouse_metering_history WHERE application_name = 'my_app';


                  5. You are preparing to list your Snowflake Native Application on the Snowflake Marketplace. Before submitting the application for approval, which of the following checks are essential to perform to ensure a smooth review process and avoid potential rejections by Snowflake?

                  A) Ensure the application uses only standard Snowflake features available to all accounts, avoiding any preview or unsupported functionalities.
                  B) Thoroughly test the application in various Snowflake regions to ensure compatibility and proper functionality across different environments.
                  C) Document all external dependencies of the application in the listing description, including any required Snowflake features or limitations.
                  D) Make sure every SQL role and all privileges are explicitly granted and listed in setup.sql.
                  E) Verify that the application package contains a valid 'setup.sqr file with the necessary SQL statements to initialize the application environment in the consumer account.


                  Solutions:

                  Question # 1
                  Answer: A
                  Question # 2
                  Answer: A,C
                  Question # 3
                  Answer: C
                  Question # 4
                  Answer: E
                  Question # 5
                  Answer: A,B,C,E

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