Doing so seems incredibly wasteful and pollution-generating. A filter pitcher like a Brita + a reusable water aluminum/glass/steel/whatever water bottle seems like it'd be a better substitute.
[0] https://en.wikipedia.org/wiki/Ion-exchange_resin#Water_purif...