I ordered a filter housing, some plastic tubes to replace the leaking one and en extra connector which came really handy.
I followed the videos and replaced parts pretty easily. It could have been done in as little as 15 minutes. But I started getting leaks and took me a while to play with water lines and changing connectors to stop the leak. Then I had to test it a few times to make sure it won't leak again.