How to retain the appium session when different test cases are carried out

I am having a testcase which requires me to perform different actions using the same session(driver) in android mobile. But since I am re initiating the driver, different sessions are opened up. How can I retain a session and using it, run a different program to perform another action?

Thanks in advance