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Snowflake SnowPro Specialty - Native Apps Sample Questions:

1. You are building a Streamlit application within a Snowflake Native App that allows users to download data as CSV The data is prepared using a Snowflake stored procedure. The Streamlit app uses a Snowflake Connector for Python to call the stored procedure and retrieve results. Which of the following privileges are required for the 'app_public' role to successfully execute the stored procedure from within the Streamlit application? Select all that apply.

A) USAGE on the schema containing the stored procedure.
B) CREATE STORED PROCEDURE on the schema containing the stored procedure
C) USAGE on the database containing the stored procedure.
D) EXECUTE on the stored procedure.
E) OWNERSHIP on the stored procedure.

2. A Snowflake Native App provider is designing an application. Select ALL of the necessary privileges a provider needs on an Application Package to successfully list, version and distribute the native application to consumer accounts?

A) MONITOR
B) OWNERSHIP
C) USAGE
D) IMPORTED PRIVILEGES
E) APPLY

3. You are preparing to list your Snowflake Native Application on the Snowflake Marketplace. You want to restrict its availability to specific Snowflake regions and also require consumers to agree to a custom End User License Agreement (EULA) before installation. Which steps are essential during the listing creation process to achieve this?

A) During listing creation, select the 'Custom EULA' option and provide the EULA text directly within the designated field. Configure the 'Availability' section to specify the allowed regions.
B) Specify the allowed regions in the 'Availability' section of the listing. Upload a text file containing the EULA and mark it as 'Required Agreement' in the listing settings.
C) Use the Snowflake CLI to programmatically set the allowed regions using the 'snowflake marketplace application update' command. Include a link to an external website hosting the EULA in the listing description.
D) Regions are inherently globally available so it cannot be restricted. Include the EULA within the code of the application, forcing the user to acknowledge it through the code.
E) Configure the 'Availability' section of the listing to specify allowed regions. Upload the EULA as a PDF document within the 'Documentation' section.

4. A Snowflake Native App provider wants to implement row-level security (RLS) in an event table to ensure that consumers only receive events pertaining to their specific organization, even if they have been granted USAGE on the event table function. How can this be achieved?

A) Create a view on top of the event table that includes a WHERE clause filtering by APP INSTANCE ID() and grant access to the view instead of the base table.
B) Row-level security cannot be enforced on event tables shared through Snowflake Native Apps due to security limitations.
C) Create a masking policy that filters rows in the event table based on the CURRENT_ACCOUNT() function to match the consumer's account ID.
D) Create a row access policy that filters rows in the event table based on the APP_INSTANCE_ID() function, ensuring each consumer only sees events related to their application instance.
E) Implement a custom stored procedure that acts as a proxy for accessing the event table, filtering data based on the consumer's user ID.

5. A Native App developer is using Snowflake's Event Tables for tracing the execution of their application. They have noticed a significant performance overhead when event logging is enabled, particularly for high-volume UDFs. Which of the following strategies would be MOST effective in mitigating the performance impact of event logging while still capturing valuable tracing information?

A) Reduce the number of columns captured in the event tables to minimize the amount of data being written. Store all tracing data in a single large event table to simplify querying.
B) Implement sampling or conditional logging within the UDFs, only logging events for a subset of executions or when specific conditions are met. Utilize asynchronous logging techniques where appropriate to offload logging operations.
C) Disable event logging entirely for high-volume UDFs to eliminate the performance overhead.
D) Write event data directly to an external cloud storage system (e.g., AWS S3, Azure Blob Storage) bypassing Snowflake's Event Tables altogether.
E) Increase the frequency of event table flushes to reduce the number of events buffered in memory. This minimizes memory pressure and write latency.

Solutions: