code: def test_wn11():
      wn11 = load_wn11(clean_unseen=False)
      assert len(wn11["train"]) == 110361
      assert len(wn11["valid"]) == 5215
      assert len(wn11["test"]) == 21035
      assert len(wn11["valid_labels"]) == 5215
      assert len(wn11["test_labels"]) == 21035
      assert sum(wn11["valid_labels"]) == 2606
      assert sum(wn11["test_labels"]) == 10493
  
      wn11 = load_wn11(clean_unseen=True)
      assert len(wn11["train"]) == 110361
      assert len(wn11["valid"]) == 5215 - 338
      assert len(wn11["test"]) == 21035 - 1329
      assert len(wn11["valid_labels"]) == 5215 - 338
      assert len(wn11["test_labels"]) == 21035 - 1329
      assert sum(wn11["valid_labels"]) == 2409
      assert sum(wn11["test_labels"]) == 9706
  
file_path: AmpliGraph/tests/ampligraph/datasets/test_datasets.py
imports: from ampligraph.datasets import load_wn18, load_fb15k, load_fb15k_237, load_yago3_10, load_wn18rr, load_wn11, load_fb13
  from ampligraph.datasets.datasets import _clean_data
  import os
  import numpy
  import pytest
label_desc: Use image node_id 8 for calling a global function with example usage: test_wn11() without return types