I recommend you to review your sources: before the start of the WWII, Stalin and Hitler signed an agreement so each could invade their own countries without interfering each other (Molotov-Ribbentrop Pact). Both sides were doing the same thing from each their side until Hitler broke the Pact by trying to invade Russia. Only then Stalin begun fighting the nazis as you claim.