def find_deadlocks(self):
        """
        This function detects deadlocks

        Return:
            named tuple with the tasks grouped in: deadlocks, runnables, running
        """
        # Find jobs that can be submitted and and the jobs that are already in the queue.
        runnables = []
        for work in self:
            runnables.extend(work.fetch_alltasks_to_run())
        runnables.extend(list(self.iflat_tasks(status=self.S_SUB)))

        # Running jobs.
        running = list(self.iflat_tasks(status=self.S_RUN))

        # Find deadlocks.
        err_tasks = self.errored_tasks
        deadlocked = []
        if err_tasks:
            for task in self.iflat_tasks():
                if any(task.depends_on(err_task) for err_task in err_tasks):
                    deadlocked.append(task)

        return dict2namedtuple(deadlocked=deadlocked, runnables=runnables, running=running)