Exactly. Divide the code in impure and pure functions. The pure functions can be easily unit tested. The impure ones can often be integration tested. The rest you'll just have to live with (or cover with whole-process integration tests). For tests spanning larger chunks of your code base it might be worth it to mock impure code. Never mock pure code - that's madness.