code: def df_for_interactions_with_missing_ids():
      # we are missing item ID 7
      # this should exactly match ``ratings_matrix_for_interactions_with_missing_ids`` below
      return pd.DataFrame(
          data={
              "user_id": [0, 0, 1, 1, 2, 2, 2, 3, 3, 3, 4, 5],
              "item_id": [1, 2, 2, 3, 4, 5, 6, 0, 8, 9, 0, 3],
              "ratings": [1, 1, 2, 3, 4, 5, 1, 2, 3, 4, 5, 5],
          }
      )
  
imports: import os
  import numpy
  import pandas
  import pytest
  from collie.interactions import ExplicitInteractions, HDF5Interactions, Interactions
  from collie.utils import create_ratings_matrix, pandas_df_to_hdf5
label_desc: Use image node_id 4 for calling a global function with example usage: df_for_interactions_with_missing_ids() and returns: pd