Three years after the devastating fire, Notre-Dame cathedral in Paris is mostly cleared of a thick layer of soot as an army of craftsmen race to meet a deadline to reopen for the 2024 Olympics.

Ahead of the anniversary of the blaze, the mammoth cleaning job is almost complete.