code: def test_Interactions_with_missing_ids(
      self,
      df_for_interactions_with_missing_ids,
      ratings_matrix_for_interactions_with_missing_ids,
      sparse_ratings_matrix_for_interactions_with_missing_ids,
  ):
      Interactions(
          mat=ratings_matrix_for_interactions_with_missing_ids,
          allow_missing_ids=True,
          check_num_negative_samples_is_valid=False,
      )
  
      Interactions(
          mat=sparse_ratings_matrix_for_interactions_with_missing_ids,
          allow_missing_ids=True,
          check_num_negative_samples_is_valid=False,
      )
  
      Interactions(
          users=df_for_interactions_with_missing_ids["user_id"],
          items=df_for_interactions_with_missing_ids["item_id"],
          ratings=df_for_interactions_with_missing_ids["ratings"],
          allow_missing_ids=True,
          check_num_negative_samples_is_valid=False,
      )
  
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 2 for calling the TestInteractionsWithMissingIDs obj's underlying member method code with example usage: obj.test_Interactions_with_missing_ids(df_for_interactions_with_missing_ids, ratings_matrix_for_interactions_with_missing_ids, sparse_ratings_matrix_for_interactions_with_missing_ids) without return types