code: def test_HDF5Interactions__getitem__(
      hdf5_interactions, hdf5_pandas_df_path_with_meta
  ):
      shuffled_interactions = HDF5Interactions(
          hdf5_path=hdf5_pandas_df_path_with_meta,
          user_col="user_id",
          item_col="item_id",
          shuffle=True,
          seed=42,
      )
  
      # ensure both methods of indexing the ``__getitem__`` method are equal
      assert np.array_equal(
          hdf5_interactions[(0, 1)][0][0], hdf5_interactions[0][0][0]
      )
      assert np.array_equal(
          hdf5_interactions[(0, 1)][0][1], hdf5_interactions[0][0][1]
      )
  
      # ensure when we shuffle data, the outputs of ``__getitem__`` are not equal
      assert not np.array_equal(
          hdf5_interactions[(0, 5)][0][0],
          shuffled_interactions[(0, 5)][0][0],
      )
      assert not np.array_equal(
          hdf5_interactions[(0, 5)][0][1],
          shuffled_interactions[(0, 5)][0][1],
      )
  
      # ensure we handle an out-of-bounds ``__getitem__`` properly...
      with pytest.raises(IndexError):
          hdf5_interactions[hdf5_interactions.num_interactions]
  
      # ... but we can request more than is available and still get a data chunk
      out_of_bounds_request = hdf5_interactions[
          (hdf5_interactions.num_interactions - 1, 1024)
      ]
      assert len(out_of_bounds_request) < 1024
  
imports: import sys
  import numpy
  import pandas
  import pytest
  from collie.interactions import ApproximateNegativeSamplingInteractionsDataLoader, ExplicitInteractions, HDF5Interactions, HDF5InteractionsDataLoader, Interactions, InteractionsDataLoader
label_desc: Use image node_id 7 for calling a global function with example usage: test_HDF5Interactions__getitem__(hdf5_interactions, hdf5_pandas_df_path_with_meta) without return types