def TestControlAmpNoise(self):
"""
Test for the control amplitude noise
"""
tlist = np.array([1, 2, 3, 4, 5, 6])
coeff = np.array([1, 1, 1, 1, 1, 1])
# use proc_qobjevo
pulses = [Pulse(sigmaz(), 0, tlist, coeff)]
connoise = ControlAmpNoise(coeff=coeff, tlist=tlist)
noisy_pulses = connoise.get_noisy_dynamics(pulses=pulses)
assert_allclose(noisy_pulses[0].coherent_noise[0].qobj, sigmaz())
assert_allclose(noisy_pulses[0].coherent_noise[0].coeff, coeff)
def TestGetObjevo(self):
tlist = np.array([1, 2, 3, 4, 5, 6], dtype=float)
coeff = np.array([1, 1, 1, 1, 1, 1], dtype=float)
processor = Processor(N=1)
processor.add_control(sigmaz())
processor.pulses[0].tlist = tlist
processor.pulses[0].coeff = coeff
# without noise
unitary_qobjevo, _ = processor.get_qobjevo(
args={"test": True}, noisy=False)
assert_allclose(unitary_qobjevo.ops[0].qobj, sigmaz())
assert_allclose(unitary_qobjevo.tlist, tlist)
assert_allclose(unitary_qobjevo.ops[0].coeff, coeff[0])
assert_(unitary_qobjevo.args["test"],
msg="Arguments not correctly passed on")
# with decoherence noise
dec_noise = DecoherenceNoise(
c_ops=sigmax(), coeff=coeff, tlist=tlist)
processor.add_noise(dec_noise)
assert_equal(unitary_qobjevo.to_list(),
processor.get_qobjevo(noisy=False)[0].to_list())
noisy_qobjevo, c_ops = processor.get_qobjevo(
args={"test": True}, noisy=True)
assert_(noisy_qobjevo.args["_step_func_coeff"],
msg="Spline type not correctly passed on")
assert_(noisy_qobjevo.args["test"],
msg="Arguments not correctly passed on")
assert_(sigmaz() in [pair[0] for pair in noisy_qobjevo.to_list()])
assert_equal(c_ops[0].ops[0].qobj, sigmax())
assert_equal(c_ops[0].tlist, tlist)
# with amplitude noise
processor = Processor(N=1, spline_kind="cubic")
processor.add_control(sigmaz())
tlist = np.linspace(1, 6, int(5/0.2))
coeff = np.random.rand(len(tlist))
processor.pulses[0].tlist = tlist
processor.pulses[0].coeff = coeff
amp_noise = ControlAmpNoise(coeff=coeff, tlist=tlist)
processor.add_noise(amp_noise)
noisy_qobjevo, c_ops = processor.get_qobjevo(
args={"test": True}, noisy=True)
assert_(not noisy_qobjevo.args["_step_func_coeff"],
msg="Spline type not correctly passed on")
assert_(noisy_qobjevo.args["test"],
msg="Arguments not correctly passed on")
assert_equal(len(noisy_qobjevo.ops), 2)
assert_equal(sigmaz(), noisy_qobjevo.ops[0].qobj)
assert_allclose(coeff, noisy_qobjevo.ops[0].coeff, rtol=1.e-10)
def TestSpline(self):
"""
Test if the spline kind is correctly transfered into
the arguments in QobjEvo
"""
tlist = np.array([1, 2, 3, 4, 5, 6], dtype=float)
coeff = np.array([1, 1, 1, 1, 1, 1], dtype=float)
processor = Processor(N=1, spline_kind="step_func")
processor.add_control(sigmaz())
processor.pulses[0].tlist = tlist
processor.pulses[0].coeff = coeff
ideal_qobjevo, _ = processor.get_qobjevo(noisy=False)
assert_(ideal_qobjevo.args["_step_func_coeff"])
noisy_qobjevo, c_ops = processor.get_qobjevo(noisy=True)
assert_(noisy_qobjevo.args["_step_func_coeff"])
processor.T1 = 100.
processor.add_noise(ControlAmpNoise(coeff=coeff, tlist=tlist))
noisy_qobjevo, c_ops = processor.get_qobjevo(noisy=True)
assert_(noisy_qobjevo.args["_step_func_coeff"])
tlist = np.array([1, 2, 3, 4, 5, 6], dtype=float)
coeff = np.array([1, 1, 1, 1, 1, 1], dtype=float)
processor = Processor(N=1, spline_kind="cubic")
processor.add_control(sigmaz())
processor.pulses[0].tlist = tlist
processor.pulses[0].coeff = coeff
ideal_qobjevo, _ = processor.get_qobjevo(noisy=False)
assert_(not ideal_qobjevo.args["_step_func_coeff"])
noisy_qobjevo, c_ops = processor.get_qobjevo(noisy=True)
assert_(not noisy_qobjevo.args["_step_func_coeff"])
processor.T1 = 100.
processor.add_noise(ControlAmpNoise(coeff=coeff, tlist=tlist))
noisy_qobjevo, c_ops = processor.get_qobjevo(noisy=True)
assert_(not noisy_qobjevo.args["_step_func_coeff"])