Why did the Roman army base on infantry?

[caiusbeerquitius]

I think this is a very difficult question, which could only be (probably partially) answered by a profound investigation of social, cultural, geographic and economic factors, and their change over time. In Raetia, e.g., there is quite a lot of cavalry already in the early 2nd century.