| @@ -118,20 +118,27 @@ class GraphState(object): | |||
| def measure(self, node, basis, force=None): | |||
| """ Measure in an arbitrary basis """ | |||
| basis = clifford.by_name[basis] | |||
| old_basis = basis | |||
| ha = clifford.conjugation_table[self.node[node]["vop"]] | |||
| basis, phase = clifford.conjugate(basis, ha) | |||
| assert phase in (-1, 1) # TODO: remove | |||
| # TODO: wtf | |||
| force = force ^ 0x01 if force != -1 and phase == 0 else force | |||
| #TODO: wtf | |||
| #force = force ^ 0x01 if force != -1 and phase == 0 else force | |||
| if force != None and phase == 0+0j: | |||
| force = not force | |||
| result = random.choice([0, 1]) | |||
| if which == clifford.by_name["px"]: | |||
| result = self.measure_x(node, result) | |||
| elif which == clifford.by_name["py"]: | |||
| result = self.measure_y(node, result) | |||
| elif which == clifford.by_name["pz"]: | |||
| result = self.measure_z(node, result) | |||
| else: | |||
| raise ValueError("You can only measure in PX, PY or PZ") | |||
| which = {1: self.measure_x, 2: | |||
| self.measure_y, 3: self.measure_z}[basis] | |||
| res = which(node, force) | |||
| res = res if phase == 1 else not res | |||
| if phase == 1: | |||
| result = not result | |||
| # TODO: put the asserts from graphsim.cpp into tests | |||
| return res | |||
| def toggle_edges(a, b): | |||
| @@ -142,14 +149,11 @@ class GraphState(object): | |||
| done.add((i, j), (j, i)) | |||
| self.toggle_edge(i, j) | |||
| def measure_x(self, node, force=None): | |||
| def measure_x(self, node, result): | |||
| """ Measure the graph in the X-basis """ | |||
| if len(self.adj[node]) == 0: | |||
| return 0 | |||
| # Flip a coin | |||
| result = force if force != None else random.choice([0, 1]) | |||
| # Pick a vertex | |||
| friend = next(self.adj[node].iterkeys()) | |||
| @@ -179,11 +183,8 @@ class GraphState(object): | |||
| return result | |||
| def measure_y(self, node, force=None): | |||
| def measure_y(self, node, result): | |||
| """ Measure the graph in the Y-basis """ | |||
| # Flip a coin | |||
| result = force if force != None else random.choice([0, 1]) | |||
| # Do some rotations | |||
| for neighbour in self.adj[node]: | |||
| # NB: should these be hermitian_conjugated? | |||
| @@ -197,11 +198,8 @@ class GraphState(object): | |||
| self.act_local_rotation(node, "msqz" if result else "msqz_h") | |||
| return result | |||
| def measure_z(self, node, force=None): | |||
| def measure_z(self, node, result): | |||
| """ Measure the graph in the Z-basis """ | |||
| # Flip a coin | |||
| result = force if force != None else random.choice([0, 1]) | |||
| # Disconnect | |||
| for neighbour in self.adj[node]: | |||
| self.del_edge(node, neighbour) | |||
| @@ -268,8 +266,10 @@ class GraphState(object): | |||
| output[a][b] = "Z" | |||
| else: | |||
| output[a][b] = "I" | |||
| # TODO: signs | |||
| return output | |||
| def __eq__(self, other): | |||
| """ Check equality between graphs """ | |||
| return self.adj == other.adj and self.node == other.node | |||
| @@ -9,12 +9,13 @@ And a circuit-model simulator | |||
| import numpy as np | |||
| import itertools as it | |||
| def hermitian_conjugate(u): | |||
| """ Shortcut to the Hermitian conjugate """ | |||
| return np.conjugate(np.transpose(u)) | |||
| # Constants | |||
| ir2 = 1/np.sqrt(2) | |||
| # Constants | |||
| ir2 = 1 / np.sqrt(2) | |||
| # Operators | |||
| id = np.array(np.eye(2, dtype=complex)) | |||
| px = np.array([[0, 1], [1, 0]], dtype=complex) | |||
| @@ -22,23 +23,29 @@ py = np.array([[0, -1j], [1j, 0]], dtype=complex) | |||
| pz = np.array([[1, 0], [0, -1]], dtype=complex) | |||
| ha = hadamard = np.array([[1, 1], [1, -1]], dtype=complex) * ir2 | |||
| ph = np.array([[1, 0], [0, 1j]], dtype=complex) | |||
| t = np.array([[1, 0], [0, np.exp(1j*np.pi/4)]], dtype=complex) | |||
| sqx = np.array([[ 1.+0.j, -0.+1.j], [-0.+1.j, 1.-0.j]], dtype=complex)*ir2 | |||
| msqx = np.array([[ 1.+0.j, 0.-1.j], [ 0.-1.j, 1.-0.j]], dtype=complex)*ir2 | |||
| sqy = np.array([[ 1.+0.j, 1.+0.j], [-1.-0.j, 1.-0.j]], dtype=complex)*ir2 | |||
| msqy = np.array([[ 1.+0.j, -1.-0.j], [ 1.+0.j, 1.-0.j]], dtype=complex)*ir2 | |||
| sqz = np.array([[ 1.+1.j, 0.+0.j], [ 0.+0.j, 1.-1.j]], dtype=complex)*ir2 | |||
| msqz = np.array([[ 1.-1.j, 0.+0.j], [ 0.+0.j, 1.+1.j]], dtype=complex)*ir2 | |||
| t = np.array([[1, 0], [0, np.exp(1j * np.pi / 4)]], dtype=complex) | |||
| sqx = np.array( | |||
| [[1. + 0.j, -0. + 1.j], [-0. + 1.j, 1. - 0.j]], dtype=complex) * ir2 | |||
| msqx = np.array( | |||
| [[1. + 0.j, 0. - 1.j], [0. - 1.j, 1. - 0.j]], dtype=complex) * ir2 | |||
| sqy = np.array( | |||
| [[1. + 0.j, 1. + 0.j], [-1. - 0.j, 1. - 0.j]], dtype=complex) * ir2 | |||
| msqy = np.array( | |||
| [[1. + 0.j, -1. - 0.j], [1. + 0.j, 1. - 0.j]], dtype=complex) * ir2 | |||
| sqz = np.array( | |||
| [[1. + 1.j, 0. + 0.j], [0. + 0.j, 1. - 1.j]], dtype=complex) * ir2 | |||
| msqz = np.array( | |||
| [[1. - 1.j, 0. + 0.j], [0. + 0.j, 1. + 1.j]], dtype=complex) * ir2 | |||
| # CZ gate | |||
| cz = np.array(np.eye(4), dtype=complex) | |||
| cz[3,3]=-1 | |||
| cz[3, 3] = -1 | |||
| # States | |||
| zero = np.array([[1],[0]], dtype=complex) | |||
| one = np.array([[0],[1]], dtype=complex) | |||
| plus = np.array([[1],[1]], dtype=complex) / np.sqrt(2) | |||
| zero = np.array([[1], [0]], dtype=complex) | |||
| one = np.array([[0], [1]], dtype=complex) | |||
| plus = np.array([[1], [1]], dtype=complex) / np.sqrt(2) | |||
| bond = cz.dot(np.kron(plus, plus)) | |||
| nobond = np.kron(plus, plus) | |||
| @@ -60,11 +67,12 @@ def normalize_global_phase(m): | |||
| class CircuitModel(object): | |||
| def __init__(self, nqubits): | |||
| self.nqubits = nqubits | |||
| self.d = 2**nqubits | |||
| self.d = 2 ** nqubits | |||
| self.state = np.zeros((self.d, 1), dtype=complex) | |||
| self.state[0, 0]=1 | |||
| self.state[0, 0] = 1 | |||
| def act_cz(self, control, target): | |||
| """ Act a CU somewhere """ | |||
| @@ -86,19 +94,18 @@ class CircuitModel(object): | |||
| output = np.zeros((self.d, 1), dtype=complex) | |||
| for i, v in enumerate(self.state): | |||
| q = i & where > 0 | |||
| output[i] += v*ha[q, q] | |||
| output[i ^ where] += v*ha[not q, q] | |||
| output[i] += v * ha[q, q] | |||
| output[i ^ where] += v * ha[not q, q] | |||
| self.state = output | |||
| def act_local_rotation(self, qubit, u): | |||
| """ Act a local unitary somwhere """ | |||
| where = 1 << qubit | |||
| output = np.zeros((self.d, 1), dtype=complex) | |||
| for i, v in enumerate(self.state): | |||
| q = i & where > 0 | |||
| output[i] += v*u[q, q] # TODO this is probably wrong | |||
| output[i ^ where] += v*u[not q, q] | |||
| output[i] += v * u[q, q] # TODO this is probably wrong | |||
| output[i ^ where] += v * u[not q, q] | |||
| self.state = output | |||
| def __eq__(self, other): | |||
| @@ -108,12 +115,10 @@ class CircuitModel(object): | |||
| b = normalize_global_phase(other.state) | |||
| return np.allclose(a, b) | |||
| def __str__(self): | |||
| s = "" | |||
| for i in range(self.d): | |||
| label = bin(i)[2:].rjust(self.nqubits, "0") | |||
| if abs(self.state[i, 0])>0.00001: | |||
| if abs(self.state[i, 0]) > 0.00001: | |||
| s += "|{}>: {}\n".format(label, self.state[i, 0].round(3)) | |||
| return s | |||
| @@ -1,7 +1,10 @@ | |||
| import numpy as np | |||
| from abp import GraphState | |||
| from abp import qi | |||
| from anders_briegel import graphsim | |||
| def test_measurements(): | |||
| def test_single_qubit_measurements(): | |||
| """ Various simple tests of measurements """ | |||
| # Test that measuring |0> in Z gives 0 | |||
| g = GraphState([0]) | |||
| @@ -20,7 +23,9 @@ def test_measurements(): | |||
| g.act_local_rotation(0, "pz") | |||
| assert g.measure(0, "px") == 1, "Measuring |-> in X gives 1" | |||
| # Test random outcomes | |||
| def test_random_outcomes(): | |||
| """ Testing random behaviour """ | |||
| ones = 0 | |||
| for i in range(1000): | |||
| g = GraphState([0]) | |||
| @@ -28,6 +33,22 @@ def test_measurements(): | |||
| ones += g.measure(0, "pz") | |||
| assert 400 < ones < 600, "This is a probabilistic test!" | |||
| def test_projection(): | |||
| """ Test that projection works correctly """ | |||
| g = GraphState([0]) | |||
| g.act_local_rotation(0, "hadamard") | |||
| g.measure(0, "pz", 0) | |||
| print g.to_state_vector() | |||
| assert np.allclose(g.to_state_vector().state, qi.zero) | |||
| g = GraphState([0]) | |||
| g.act_local_rotation(0, "hadamard") | |||
| print g.to_state_vector() | |||
| g.measure(0, "pz", 1) | |||
| print g.to_state_vector() | |||
| assert np.allclose(g.to_state_vector().state, qi.one) | |||
| def test_z_measurement_against_ab(): | |||