We're happy to hear you're enjoying it so much :)

There are 2 ways you can get crates:

1) Purchasing them with either Dust or Gems from the store. You'll be able to access the store by tapping the book on the bottom right side of the screen (similar to how chests work in Events).
2) By completing quests.