Why machine oil is put on moving parts of a machine?

To prevent the friction between them otherwise they will jam and there may be excess heating of parts due to friction

Another reason to oil machine parts is to prevent rusting. IF a machine part is rubbing another so one has bare metal - it will rust quite quickly - so in addition to reducing friction and heat build up it prevents rust