Stop consuming the stream and shutdown the background thread.

def stop(self):
        """Stop consuming the stream and shutdown the background thread."""
        with self._operational_lock:
            self._bidi_rpc.close()

            if self._thread is not None:
                # Resume the thread to wake it up in case it is sleeping.
                self.resume()
                self._thread.join()

            self._thread = None