this time you're the ones doing it so it's okay to the western world.

To be fair, the Western powers/ruling class were fine with the Holocaust before the war started because Nazi Germany was actively anti-communist. They only really got involved because of obligations with allies in europe that got invaded. Before the war started, both Britain and America both rejected masses of Jewish refugees escaping persecution, while the USSR accepted them in droves.