Recolt from end of may to mid-august, so it's ok. Moreover if some comes to fruition at end of may that means there is cherries even before, just not ripe yet.
As Paris is mentioned in the song it makes an adtional pun:
cherries - chérie in french (sweetheart, dear, honey, beloved etc.)