Pickling lime is just food grade Calcium Hydroxide. Kalkwasser is just Calcium Hydroxide.
Kalkwasser from a pet shop costs around $90 per kg, this is most likely reagent grade, which is about as pure as you can get. For around the same price you can get a 25kg bag from a chemical supply house, this would be food grade, which is not as pure, but the impurities are not necessarily bad, I think sodium and magnesium are the most common. Take your pick.
Layton