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test_data.py 2.1KB

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  1. #
  2. # Copyright (C) Stanislaw Adaszewski, 2020
  3. # License: GPLv3
  4. #
  5. from icosagon import Data
  6. import torch
  7. import pytest
  8. def test_data_01():
  9. d = Data()
  10. d.add_node_type('Gene', 1000)
  11. d.add_node_type('Drug', 100)
  12. dummy_0 = torch.zeros((100, 1000))
  13. dummy_1 = torch.zeros((1000, 100))
  14. dummy_2 = torch.zeros((100, 100))
  15. dummy_3 = torch.zeros((1000, 1000))
  16. fam = d.add_relation_family('Drug-Gene', 1, 0, True)
  17. fam.add_relation_type('Target', 1, 0, dummy_0)
  18. fam = d.add_relation_family('Gene-Gene', 0, 0, True)
  19. fam.add_relation_type('Interaction', 0, 0, dummy_3)
  20. fam = d.add_relation_family('Drug-Drug', 1, 1, True)
  21. fam.add_relation_type('Side Effect: Nausea', 1, 1, dummy_2)
  22. fam.add_relation_type('Side Effect: Infertility', 1, 1, dummy_2)
  23. fam.add_relation_type('Side Effect: Death', 1, 1, dummy_2)
  24. print(d)
  25. def test_data_02():
  26. d = Data()
  27. d.add_node_type('Gene', 1000)
  28. d.add_node_type('Drug', 100)
  29. dummy_0 = torch.zeros((100, 1000))
  30. dummy_1 = torch.zeros((1000, 100))
  31. dummy_2 = torch.zeros((100, 100))
  32. dummy_3 = torch.zeros((1000, 1000))
  33. fam = d.add_relation_family('Drug-Gene', 1, 0, True)
  34. with pytest.raises(ValueError):
  35. fam.add_relation_type('Target', 1, 0, dummy_1)
  36. fam = d.add_relation_family('Gene-Gene', 0, 0, True)
  37. with pytest.raises(ValueError):
  38. fam.add_relation_type('Interaction', 0, 0, dummy_2)
  39. fam = d.add_relation_family('Drug-Drug', 1, 1, True)
  40. with pytest.raises(ValueError):
  41. fam.add_relation_type('Side Effect: Nausea', 1, 1, dummy_3)
  42. with pytest.raises(ValueError):
  43. fam.add_relation_type('Side Effect: Infertility', 1, 1, dummy_3)
  44. with pytest.raises(ValueError):
  45. fam.add_relation_type('Side Effect: Death', 1, 1, dummy_3)
  46. print(d)
  47. def test_data_03():
  48. d = Data()
  49. d.add_node_type('Gene', 1000)
  50. d.add_node_type('Drug', 100)
  51. fam = d.add_relation_family('Drug-Gene', 1, 0, True)
  52. with pytest.raises(ValueError):
  53. fam.add_relation_type('Target', 1, 0, None)
  54. print(d)