I would not suggest it. Chances are that they would loose texture. However, pickle barrels were popular for years and years. A huge barrel of pickles would last for a year (probably longer) with people reaching in and grabbing one every now and then. So, my suggestion is to just keep that big old jar in the fridge and grab from it when ever you want!
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