code: def test_to_numpy(arr, expected, index_or_series_or_array, request):
      box = index_or_series_or_array
  
      with tm.assert_produces_warning(None):
          thing = box(arr)
  
      result = thing.to_numpy()
      tm.assert_numpy_array_equal(result, expected)
  
      result = np.asarray(thing)
      tm.assert_numpy_array_equal(result, expected)
  
imports: import numpy
  import pytest
  from pandas.core.dtypes.dtypes import DatetimeTZDtype
  import pandas
  from pandas import CategoricalIndex, Series, Timedelta, Timestamp, date_range
  import pandas._testing
  from pandas.core.arrays import DatetimeArray, IntervalArray, NumpyExtensionArray, PeriodArray, SparseArray, TimedeltaArray
  from pandas.core.arrays.string_arrow import ArrowStringArrayNumpySemantics
label_desc: Use image node_id 6 for calling a global function with example usage: test_to_numpy(arr, expected, index_or_series_or_array, request) without return types