How do I close a SearchView programmatically?

Based on @MarcinOrlowski answer, also you can use:

@Override
public void onBackPressed() {
    if (!searchView.isIconified()) {
        searchView.setIconified(true);
    } else {
        super.onBackPressed();
    }
}