Dynamic Desired Capabilities in Appium

We have a lot of real mobile devices to execute functional tests on them. We are facing a lot of difficulties when switching devices. I am looking for a dynamic way of changing Device Capabilities programmatically (Android devices) . Could you help me to figure out this? Any link clue may help.

Regards.