code: def ap_(a, b, msg=None, rtol=1e-5, atol=1e-5):
      """Shorthand for 'assert np.allclose(a, b, rtol, atol), "%r != %r" % (a, b)"""
      if not np.allclose(a, b, rtol=rtol, atol=atol):
          raise AssertionError(msg or "{} != {}".format(a, b))
  
imports: from copy import deepcopy
  import re
  import six
  import numpy
  import soundfile
  import jams
  import librosa
  import muda
  import pytest
  import scipy
  from contextlib import contextmanager
label_desc: Use image node_id 2 for calling a global function with example usage: ap_(a, b, msg, rtol, atol) without return types