First,use NaCl  and Na2SO4 ...

First,use NaCl  and Na2SO4 in pH 9 can remove most of the Ca2+,Mg2+,then add Na2CO3 or CO2.Remaining Ca2+ to reduce hardness. Its effect is better and opex is cheaper than caustic etc.