You can set a static ip address in OS X with the following command. Replace en0 with the appropriate interface.

sudo ipconfig set en0 INFORM 192.168.10.12

The default ethernet interface on a Mac is usually en0. You can run ifconfig to view all the interfaces available on the machine.

The ip address will last until you reboot.