How filmmakers control flames in an on-screen fire

Burning down an actual wooden structure is highly unpredictable and usually ends with someone explaining themselves to the local fire marshal. Technicians thread intricate metal pipes exactly where they want the flames to erupt, violently blasting controlled gas into the frame. It allows the inferno to be perfectly timed, fiercely hot, and instantly turned off when lunch is called.