"A sad story is not necessarily a tragedy when in writing. Tragedy involves the downfall or failure of the main character. This again, does not mean that they die—the tragedy can lie in the failure to achieve something they have worked for through the whole story. The build-up to such a thing and the eventual failure is what the tragedy is."
So this movie is like the exact definition of a tragedy.