Non-structural windows are owner-replaceable.
Last time I had a similar problem, I took them out, gave it to a plastics fabricator to use as a mould, gave it a bit of a shave with a file and installed it.
Lastly, invest in a good cover. Ones with bungee cords to give a nice tight fit.