How did bagpipe-blowing, at the funeral of a deceased police officer, become a tradition?

Taps are usually played at the death of a military serviceman or woman, but bagpipes are played at the death of a police officer. Question: How did bagpipe-blowing, at the death of a police officer, become a tradition?