Anders and Briegel in Python
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test_graphstate.py 4.2KB

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  1. from abp import GraphState, CircuitModel, clifford
  2. import mock
  3. import random
  4. import numpy as np
  5. from tqdm import tqdm
  6. import networkx as nx
  7. REPEATS = 100
  8. DEPTH = 100
  9. def test_initialization():
  10. g = GraphState("abc")
  11. assert g.node["a"]["vop"] == clifford.identity
  12. g = GraphState("abc", vop="hadamard")
  13. assert g.node["c"]["vop"] == clifford.hadamard
  14. g = GraphState(5)
  15. assert len(g.node) == 5
  16. def test_graph_basic():
  17. """ Test that we can construct graphs, delete edges, whatever """
  18. g = mock.simple_graph()
  19. assert set(g.adj[0].keys()) == set([1, 2, 3])
  20. g._del_edge(0, 1)
  21. assert set(g.adj[0].keys()) == set([2, 3])
  22. assert g.has_edge(1, 2)
  23. assert not g.has_edge(0, 1)
  24. def test_local_complementation():
  25. """ Test that local complementation works as expected """
  26. g = mock.simple_graph()
  27. g.local_complementation(0)
  28. assert g.has_edge(0, 1)
  29. assert g.has_edge(0, 2)
  30. assert not g.has_edge(1, 2)
  31. assert g.has_edge(3, 2)
  32. assert g.has_edge(3, 1)
  33. # TODO: test VOP conditions
  34. def test_remove_vop():
  35. """ Test that removing VOPs really works """
  36. g = mock.simple_graph()
  37. g.remove_vop(0, 1)
  38. assert g.node[0]["vop"] == clifford.identity
  39. g.remove_vop(1, 1)
  40. assert g.node[1]["vop"] == clifford.identity
  41. g.remove_vop(2, 1)
  42. assert g.node[2]["vop"] == clifford.identity
  43. g.remove_vop(0, 1)
  44. assert g.node[0]["vop"] == clifford.identity
  45. def test_edgelist():
  46. """ Test making edgelists """
  47. g = mock.simple_graph()
  48. el = g.edgelist()
  49. assert (0, 3) in el
  50. assert (0, 2) in el
  51. assert (100, 200) in el
  52. def test_stress(n=int(1e5)):
  53. """ Testing that making a graph of ten thousand qubits takes less than half a second"""
  54. import time
  55. g = GraphState(range(n + 1), vop="hadamard")
  56. t = time.clock()
  57. for i in xrange(n):
  58. g._add_edge(i, i + 1)
  59. assert time.clock() - t < .5
  60. def test_cz():
  61. """ Test CZ gate """
  62. g = GraphState([0, 1], vop="hadamard")
  63. g.act_local_rotation(0, clifford.hadamard)
  64. g.act_local_rotation(1, clifford.hadamard)
  65. g.act_local_rotation(1, clifford.py)
  66. assert not g.has_edge(0, 1)
  67. g.act_cz(0, 1)
  68. assert g.has_edge(0, 1)
  69. def test_local_complementation():
  70. """ Test that local complementation works okay """
  71. pairs = (0, 1), (0, 3), (1, 3), (1, 2),
  72. psi = GraphState(range(4), vop="hadamard")
  73. psi.act_circuit([(i, "hadamard") for i in psi.node])
  74. psi.act_circuit([(pair, "cz") for pair in pairs])
  75. old_edges = psi.edgelist()
  76. old_state = psi.to_state_vector()
  77. psi.local_complementation(1)
  78. assert old_edges != psi.edgelist()
  79. assert old_state == psi.to_state_vector()
  80. def test_single_qubit():
  81. """ A multi qubit test with Hadamards only"""
  82. for repeat in tqdm(range(REPEATS), desc="Single qubit rotations against CircuitModel"):
  83. circuit = [(0, random.choice(range(24))) for i in range(DEPTH)]
  84. a = mock.circuit_to_state(mock.ABPWrapper, 1, circuit)
  85. b = mock.circuit_to_state(mock.CircuitModelWrapper, 1, circuit)
  86. assert a.to_state_vector() == b
  87. def test_graph_state_multiqubit(n=6):
  88. """ A multi qubit test with Hadamards only"""
  89. for repeat in tqdm(range(REPEATS), desc="Random graph states against the CircuitModel"):
  90. circuit = mock.random_graph_circuit(n)
  91. a = mock.circuit_to_state(mock.ABPWrapper, n, circuit)
  92. b = mock.circuit_to_state(mock.CircuitModelWrapper, n, circuit)
  93. assert a.to_state_vector() == b
  94. def test_stabilizer_state_multiqubit(n=6):
  95. """ A multi qubit test with arbitrary local rotations """
  96. for repeat in tqdm(range(REPEATS), desc="Random Clifford circuits against the CircuitModel"):
  97. circuit = mock.random_stabilizer_circuit(n)
  98. a = mock.circuit_to_state(mock.ABPWrapper, n, circuit)
  99. b = mock.circuit_to_state(mock.CircuitModelWrapper, n, circuit)
  100. assert a.to_state_vector() == b
  101. def test_from_nx():
  102. """ Creating from a networkx graph """
  103. g = nx.random_geometric_graph(100, 2)
  104. psi = GraphState(g)
  105. assert len(psi.node) == 100
  106. psi = GraphState(nx.Graph(((0, 1),)))
  107. def test_del_node():
  108. """ Test deleting nodes """
  109. g = GraphState(10)
  110. g.act_circuit(mock.random_stabilizer_circuit())
  111. g._del_node(0)
  112. assert g.order() == 9