code: def test_resample():
      # Border case not worth mentioning in doctests
      assert resample() is None
  
      # Check that invalid arguments yield ValueError
      with pytest.raises(ValueError):
          resample([0], [0, 1])
      with pytest.raises(ValueError):
          resample([0, 1], [0, 1], replace=False, n_samples=3)
  
      # Issue:6581, n_samples can be more when replace is True (default).
      assert len(resample([1, 2], n_samples=5)) == 5
  
imports: import string
  import timeit
  import warnings
  from copy import copy
  from itertools import chain
  import numpy
  import pytest
  from sklearn import config_context
  from sklearn.utils import _approximate_mode, _determine_key_type, _get_column_indices, _is_polars_df, _message_with_time, _print_elapsed_time, _safe_assign, _safe_indexing, _to_object_array, check_random_state, column_or_1d, deprecated, gen_even_slices, get_chunk_n_rows, is_scalar_nan, resample, safe_mask, shuffle
  from sklearn.utils._mocking import MockDataFrame
  from sklearn.utils._testing import _convert_container, assert_allclose_dense_sparse, assert_array_equal, assert_no_warnings
  from sklearn.utils.fixes import CSC_CONTAINERS, CSR_CONTAINERS
label_desc: Use image node_id 3 for calling a global function with example usage: test_resample() without return types