My songs and movies are missing from Apple Music and Apple TV library

Many songs, albums and even movies bought years ago are missing from my library (music library and Apple TV library). I’ve checked and they are all in my purchase history. Please tell me how I can download them again.

[Re-Titled by Moderator]