That is simply untrue. Prior to the 2006 Invasion, which was requested by Abdullahi Yusuf, Ethiopia had never invaded or attacked Somalia in any way. It was actually Somalia that launched an invasion of Ethiopia in 1977.
The '77-'78 war was not the only war between Somalia and Ethiopia. They bombarded many towns and villages along the border in 1964.