Bring all of the remaining ingredients to a simmer in a small pot over medium heat. Pour over the asparagus, and screw the lid on. As they cool, the lids should seal. Let them marinate in the pickling juice overnight before serving. Once the jar is opened, refrigerate for up to one month.