Obama deported more people than Bush or Clinton, but chose to deprioritize (defer action) on the most sympathetic and focused more on troublemakers. Some might call that pragmatic use of limited resources.
Almost everywhere has immigration enforcement. Most of those will do the occasional raid on homes or workplaces. Very rarely do you see the kinds of conflict that ICE is (IMO intentionally) causing.