Why do Kazakhs have Korean descent?

When Japan invaded the Korean peninsula, many Koreans came to Russia and Kazakhstan from the former Soviet Union by train, with tens of thousands of people. Some of them got off at the railway station, and some went to Kazakhstan, so there will be some Koreans in Kazakhstan, who should be of Korean descent, and more of them are of China Han descent.