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Snowflake SnowPro Specialty - Native Apps Sample Questions:
1. You are developing a Snowflake Native Application that utilizes Streamlit for its user interface. The application needs to access data from a protected table within the provider account. To enhance security, you want to grant specific privileges to the Streamlit application without exposing the underlying table directly. Which of the following steps are necessary to achieve this, ensuring the principle of least privilege?
A) Use an external function (UDF) owned by the application to query the protected table and grant USAGE' privilege on the UDF to the Streamlit application's role.
B) Create a secure view on the protected table and grant 'SELECT privilege on the secure view to the Streamlit application's role.
C) Grant 'SELECT privilege directly on the protected table to the Streamlit application's role.
D) Create a stored procedure with 'EXECUTE AS CALLER which queries the protected table and grant 'USAGE privilege on the procedure to the Streamlit application's role.
E) Create an API integration, implement a service (e.g., AWS Lambda) that queries the data and grant 'USAGE on the API Integration and appropriate permissions on the service to the Streamlit application's role.
2. You are developing a Snowflake Native Application that manages customer dat a. You need to ensure that updates to customer records are idempotent. Your application uses a stored procedure 'update_customer(customer_id INT, new_email VARCHAR)' to update customer emails. How can you modify this procedure to guarantee idempotency, assuming that customer data changes are tracked with a 'last_updated' column of type TIMESTAMP NTZ?
A) Add a 'COMMIT statement at the end of the stored procedure to ensure all changes are persisted immediately.
B) Implement optimistic locking using a version number for each customer record and checking the version before updating.
C) Use ' MERGE statement, comparing the new email with the existing email and updating only if they are different, while also ensuring that the update only happens if the new ' last_updated' timestamp is later than the stored one.
D) Create a separate table to store only the changes to customer emails and query this table to determine the latest email.
E) Enclose the entire stored procedure within a 'TRY...CATCH' block and retry if any exception occurs.
3. You are preparing to list your Snowflake Native Application on the Snowflake Marketplace. You've developed the application and implemented security measures. Which of the following steps are essential best practices for ensuring a successful and secure listing on the Snowflake Marketplace?
A) Avoid documenting any limitations or potential issues with the application to present a flawless image to potential consumers. Only provide limited pricing information to create a sense of urgency to potential consumer
B) Clearly communicate the application's security model, including data encryption methods, access controls, and any reliance on consumer-side security configurations. Undergo and document regular security audits and penetration tests of the application.
C) Thoroughly document the application's functionality, installation instructions, configuration options, and any known limitations. Provide clear and concise pricing information and support contact details.
D) Include a prominently displayed disclaimer stating that the application is provided "as is" and the provider assumes no liability for any damages arising from its use. Only provide basic installation instructions. It is the end user's responsibility to know how to use the application.
E) Implement robust error handling and logging mechanisms to provide consumers with informative error messages and aid in troubleshooting. Include mechanisms for securely collecting and storing application usage metrics (if required), ensuring compliance with privacy regulations.
4. 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 ' MONITOR USAGE' privilege to the Native App's service account, allowing it to query the view.
B) Grant the 'ACCOUNTADMIN' role to the Native App's service account. This provides full access to the account's query history.
C) 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.
D) Use the 'READ SESSION' privilege to allow the application to read the current session context and infer the resource usage from it.
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.
5. You are designing a Snowflake Native App that includes a managed task. This managed task updates several tables in a secured schema within the consumer account. To comply with strict security requirements, you need to minimize the privileges granted to the application role while ensuring the managed task executes successfully. Which combination of privileges is absolutely necessary for the application role to successfully execute the managed task and update the tables in the secured schema, assuming the application role already has USAGE on the database and schema?
A) EXECUTE MANAGED TASK, SELECT, INSERT, UPDATE, DELETE on the tables.
B) EXECUTE MANAGED TASK, MODIFY on the secured schema.
C) EXECUTE MANAGED TASK, SELECT, INSERT, UPDATE, DELETE on the tables AND MODIFY on the schema.
D) EXECUTE MANAGED TASK, OWNERSHIP on the secured schema.
E) EXECUTE MANAGED TASK, OWNERSHIP on the tables.
Solutions:
| Question # 1 Answer: A,B,D | Question # 2 Answer: C | Question # 3 Answer: B,C,E | Question # 4 Answer: E | Question # 5 Answer: C |
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