Anders and Briegel in Python
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  1. """
  2. Mock graphs used for testing
  3. """
  4. import numpy as np
  5. from abp import GraphState, clifford, qi
  6. from numpy import random
  7. import nose
  8. try:
  9. from anders_briegel import graphsim
  10. except ImportError:
  11. raise nose.SkipTest("Original C++ is not available, skipping test")
  12. # We always run with A&B's CZ table when we are testing
  13. clifford.use_old_cz()
  14. class AndersWrapper(graphsim.GraphRegister):
  15. """ A wrapper for A&B to make the interface identical and enable equality testing """
  16. def __init__(self, nodes):
  17. assert list(nodes) == range(len(nodes))
  18. super(AndersWrapper, self).__init__(len(nodes))
  19. def act_local_rotation(self, qubit, operation):
  20. operation = clifford.by_name[str(operation)]
  21. op = graphsim.LocCliffOp(operation)
  22. super(AndersWrapper, self).local_op(qubit, op)
  23. def act_cz(self, a, b):
  24. super(AndersWrapper, self).cphase(a, b)
  25. def measure(self, qubit, basis, force):
  26. basis = {1: graphsim.lco_X,
  27. 2: graphsim.lco_Y,
  28. 3: graphsim.lco_Z}[clifford.by_name[str(basis)]]
  29. return super(AndersWrapper, self).measure(qubit, basis, None, force)
  30. def __eq__(self, other):
  31. return self.to_json() == other.to_json()
  32. def act_circuit(self, circuit):
  33. for node, operation in circuit:
  34. if operation == "cz":
  35. self.act_cz(*node)
  36. else:
  37. self.act_local_rotation(node, operation)
  38. class ABPWrapper(GraphState):
  39. """ A wrapper for abp, just to ensure determinism """
  40. def __init__(self, nodes=[]):
  41. super(ABPWrapper, self).__init__(nodes, deterministic=True)
  42. def print_stabilizer(self):
  43. print self.to_stabilizer()
  44. def __eq__(self, other):
  45. return self.to_json() == other.to_json()
  46. class CircuitModelWrapper(qi.CircuitModel):
  47. def __init__(self, nodes=[]):
  48. assert list(nodes) == range(len(nodes))
  49. super(CircuitModelWrapper, self).__init__(len(nodes))
  50. def act_circuit(self, circuit):
  51. """ Act a sequence of gates """
  52. for node, operation in circuit:
  53. if operation == "cz":
  54. self.act_cz(*node)
  55. else:
  56. u = clifford.unitaries[clifford.by_name[str(operation)]]
  57. self.act_local_rotation(node, u)
  58. def random_pair(n):
  59. """ Helper function to get random pairs"""
  60. return tuple(random.choice(range(n), 2, replace=False))
  61. def random_graph_circuit(n=10, depth=100):
  62. """ A random Graph state. """
  63. return [(i, "hadamard") for i in xrange(n)] + \
  64. [(random_pair(n), "cz") for i in xrange(depth)]
  65. def random_stabilizer_circuit(n=10, depth=100):
  66. """ Generate a random stabilizer state, without any VOPs """
  67. return random_graph_circuit(n, depth) + \
  68. [(i, random.choice(range(24))) for i in range(n)]
  69. def bell_pair():
  70. """ Generate a bell pair circuit """
  71. return [(0, "hadamard"), (1, "hadamard"), ((0, 1), "cz")]
  72. def named_node_graph():
  73. """ A graph with named nodes"""
  74. edges = (0, 1), (1, 2), (2, 0), (0, 3), (100, 200), (200, "named")
  75. g = ABPWrapper([0, 1, 2, 3, 100, 200, "named"])
  76. g.act_circuit((i, "hadamard") for i in g.node)
  77. g.act_circuit((edge, "cz") for edge in edges)
  78. return g
  79. def simple_graph():
  80. """ A simple graph to test with"""
  81. edges = (0, 1), (1, 2), (2, 0), (0, 3), (100, 200)
  82. g = ABPWrapper([0, 1, 2, 3, 100, 200])
  83. g.act_circuit((i, "hadamard") for i in g.node)
  84. g.act_circuit((edge, "cz") for edge in edges)
  85. return g
  86. def circuit_to_state(Base, n, circuit):
  87. """ Convert a circuit to a state, given a base class """
  88. g = Base(range(n))
  89. g.act_circuit(circuit)
  90. return g
  91. def test_circuit(circuit, n):
  92. """ Check that two classes exhibit the same behaviour for a given circuit """
  93. a = circuit_to_state(ABPWrapper, n, circuit)
  94. b = circuit_to_state(AndersWrapper, n, circuit)
  95. assert a == b
  96. if __name__ == '__main__':
  97. for i in range(1000):
  98. test_circuit(random_graph_circuit(10), 10)
  99. test_circuit(random_stabilizer_circuit(10), 10)