If you want to quote and discuss the Bible it is best if you actually understand it first.

First, the stoning for some sins was under the Law..Old Testament.
Second, Jesus fullfilled the Law with his death and resurection.
Third, Jesus also showed us that there is time for repentence and reconciliation because of Gods grace and mercy.