code: def test_callable_events_with_wrong_inputs():
      def ef(e, i):
          return 1
  
      expected_raise = {
          # event_filter, every, once, before, after
          (None, None, None, None, None): True,  # raises ValueError
          (ef, None, None, None, None): False,
          (None, 2, None, None, None): False,
          (ef, 2, None, None, None): True,
          (None, None, 2, None, None): False,
          (ef, None, 2, None, None): True,
          (None, 2, 2, None, None): True,
          (ef, 2, 2, None, None): True,
          (None, None, None, 30, None): False,
          (ef, None, None, 30, None): True,
          (None, 2, None, 30, None): False,
          (ef, 2, None, 30, None): True,
          (None, None, 2, 30, None): True,
          (ef, None, 2, 30, None): True,
          (None, 2, 2, 30, None): True,
          (ef, 2, 2, 30, None): True,
          # event_filter, every, once, before, after
          (None, None, None, None, 10): False,
          (ef, None, None, None, 10): True,
          (None, 2, None, None, 10): False,
          (ef, 2, None, None, 10): True,
          (None, None, 2, None, 10): True,
          (ef, None, 2, None, 10): True,
          (None, 2, 2, None, 10): True,
          (ef, 2, 2, None, 10): True,
          (None, None, None, 25, 8): False,
          (ef, None, None, 25, 8): True,
          (None, 2, None, 25, 8): False,
          (ef, 2, None, 25, 8): True,
          (None, None, 2, 25, 8): True,
          (ef, None, 2, 25, 8): True,
          (None, 2, 2, 25, 8): True,
          (ef, 2, 2, 25, 8): True,
      }
      for event_filter in [None, ef]:
          for every in [None, 2]:
              for once in [None, 2]:
                  for before, after in [
                      (None, None),
                      (None, 10),
                      (30, None),
                      (25, 8),
                  ]:
                      if expected_raise[
                          (event_filter, every, once, before, after)
                      ]:
                          with pytest.raises(
                              ValueError,
                              match=r"Only one of the input arguments should be specified, "
                              "except before, after and every",
                          ):
                              Events.ITERATION_STARTED(
                                  event_filter=event_filter,
                                  once=once,
                                  every=every,
                                  before=before,
                                  after=after,
                              )
                      else:
                          Events.ITERATION_STARTED(
                              event_filter=event_filter,
                              once=once,
                              every=every,
                              before=before,
                              after=after,
                          )
  
      with pytest.raises(
          TypeError, match=r"Argument event_filter should be a callable"
      ):
          Events.ITERATION_STARTED(event_filter="123")
  
      with pytest.raises(
          ValueError,
          match=r"Argument every should be integer and greater than zero",
      ):
          Events.ITERATION_STARTED(every=-1)
  
      with pytest.raises(
          ValueError,
          match=r"Argument once should either be a positive integer or a list of positive integers, got .+",
      ):
          Events.ITERATION_STARTED(once=-1)
  
      with pytest.raises(
          ValueError,
          match=r"Argument once should either be a positive integer or a list of positive integers, got .+",
      ):
          Events.ITERATION_STARTED(once=[1, 10.0, "pytorch"])
  
      with pytest.raises(
          ValueError,
          match=r"Argument once should either be a positive integer or a list of positive integers, got .+",
      ):
          Events.ITERATION_STARTED(once=[])
  
      with pytest.raises(
          ValueError,
          match=r"Argument before should be integer and greater or equal to zero",
      ):
          Events.ITERATION_STARTED(before=-1)
  
      with pytest.raises(
          ValueError,
          match=r"Argument after should be integer and greater or equal to zero",
      ):
          Events.ITERATION_STARTED(after=-1)
  
      with pytest.raises(ValueError, match=r"but will be called with"):
          Events.ITERATION_STARTED(event_filter=lambda x: x)
  
      with pytest.warns(
          UserWarning,
          match=r"default_event_filter is deprecated and will be removed",
      ):
          Events.default_event_filter(None, None)
  
imports: from enum import Enum
  from unittest.mock import MagicMock
  import pytest
  import torch
  import ignite.distributed
  from ignite.engine import Engine, Events
  from ignite.engine.events import CallableEventWithFilter, EventEnum, EventsList
label_desc: Use image node_id 5 for calling a global function with example usage: test_callable_events_with_wrong_inputs() and returns: int