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Pete Shadbolt 8 years ago
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27df07bd52
3 changed files with 73 additions and 47 deletions
  1. +21
    -21
      abp/graphstate.py
  2. +29
    -24
      abp/qi.py
  3. +23
    -2
      tests/test_measurement.py

+ 21
- 21
abp/graphstate.py View File

@@ -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


+ 29
- 24
abp/qi.py View File

@@ -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


+ 23
- 2
tests/test_measurement.py View File

@@ -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():


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