def test_eval():
x = Parameter('x')
assert substitute(x, {x: 5}) == 5
y = Parameter('y')
assert substitute(x + y, {x: 5, y: 6}) == 11
assert substitute(x + y, {x: 5}) == 5 + y
assert substitute(quil_exp(x), {y: 5}) != np.exp(5)
assert substitute(quil_exp(x), {x: 5}) == np.exp(5)
assert np.isclose(substitute(quil_sin(x * x**2 / y), {
x: 5.0,
y: 10.0
}), np.sin(12.5))
assert np.isclose(substitute(quil_sqrt(x), {
x: 5.0,
y: 10.0
}), np.sqrt(5.0))
assert np.isclose(substitute(quil_cis(x), {
x: 5.0,
y: 10.0
}), np.exp(1j * 5.0))
assert np.isclose(substitute(x - y, {x: 5.0, y: 10.0}), -5.)
assert substitute(quil_cis(x), {y: 5}) == quil_cis(x)
assert np.allclose(substitute_array([quil_sin(x), quil_cos(x)], {x: 5}),
[np.sin(5), np.cos(5)])
def _apply_function(func, arg):
# type: (QuilParser.FunctionContext, Any) -> Any
if isinstance(arg, Expression):
if func.SIN():
return quil_sin(arg)
elif func.COS():
return quil_cos(arg)
elif func.SQRT():
return quil_sqrt(arg)
elif func.EXP():
return quil_exp(arg)
elif func.CIS():
return quil_cis(arg)
else:
raise RuntimeError("Unexpected function to apply: " +
func.getText())
else:
if func.SIN():
return sin(arg)
elif func.COS():
return cos(arg)
elif func.SQRT():
return sqrt(arg)
elif func.EXP():
return exp(arg)
elif func.CIS():
return cos(arg) + complex(0, 1) * sin(arg)
else:
raise RuntimeError("Unexpected function to apply: " +
func.getText())
def apply_fun(self, fun, arg):
if fun == "SIN":
return quil_sin(arg) if isinstance(arg, Expression) else np.sin(arg)
if fun == "COS":
return quil_cos(arg) if isinstance(arg, Expression) else np.cos(arg)
if fun == "SQRT":
return quil_sqrt(arg) if isinstance(arg, Expression) else np.sqrt(arg)
if fun == "EXP":
return quil_exp(arg) if isinstance(arg, Expression) else np.exp(arg)
if fun == "CIS":
return quil_cis(arg) if isinstance(arg, Expression) else np.cos(arg) + 1j * np.sin(arg)
def u2_replacement(phi: float, lam: float):
""" implemented with a custom gate """
# implemented with X90 pulse: https://qiskit.org/documentation/stubs/qiskit.circuit.library.U2Gate.html
# p = Program()
# p += RZ(phi + np.pi/2, 0)
# p += RX(np.pi/2, 0)
# p += RZ(lam - np.pi/2, 0)
phi_param = Parameter('phi')
lam_param = Parameter('lam')
matrix = np.array(
[[1 / np.sqrt(2), -quil_exp(1j * lam_param) * 1 / np.sqrt(2)],
[
quil_exp(1j * phi_param) * 1 / np.sqrt(2),
quil_exp(1j * (phi_param + lam_param)) * 1 / np.sqrt(2)
]])
definition = DefGate('U2', matrix, [phi_param, lam_param])
U2 = definition.get_constructor()
p = Program()
p += definition
p += U2(phi, lam)(0)
return p
def u3_replacement(theta: float, phi: float, lam: float):
""" implemented with a custom gate """
# implemented with two X90 pulse: https://arxiv.org/pdf/1707.03429.pdf
# p = Program()
# p += RZ(phi + 3*np.pi, 0)
# p += RX(np.pi/2, 0)
# p += RZ(np.pi + theta, 0)
# p += RX(np.pi/2, 0)
# p += RZ(lam, 0)
# formula from https://qiskit.org/documentation/stubs/qiskit.circuit.library.U3Gate.html (13.07.2020) gives wrong results
# p = Program()
# p += RZ(phi - np.pi/2, 0)
# p += RX(np.pi/2, 0)
# p += RZ(np.pi - theta, 0)
# p += RX(np.pi/2, 0)
# p += RZ(lam - np.pi/2, 0)
theta_param = Parameter('theta')
phi_param = Parameter('phi')
lam_param = Parameter('lam')
matrix = np.array(
[[
quil_cos(theta_param / 2),
-quil_exp(1j * lam_param) * quil_sin(theta_param / 2)
],
[
quil_exp(1j * phi_param) * quil_sin(theta_param / 2),
quil_exp(1j * (phi_param + lam_param)) * quil_cos(theta_param / 2)
]])
definition = DefGate('U3', matrix, [theta_param, phi_param, lam_param])
U3 = definition.get_constructor()
p = Program()
p += definition
p += U3(theta, phi, lam)(0)
return p
def test_converting_parametrized_custom_gate_to_pyquil_adds_its_definition_to_program(
):
x, y, theta = sympy.symbols("x, y, theta")
# Clearly, the below gate is not unitary. For the purpose of this test
# it does not matter though.
custom_gate = CustomGate(
sympy.Matrix([
[sympy.cos(x + y), sympy.sin(theta), 0, 0],
[-sympy.sin(theta), sympy.cos(x + y), 0, 0],
[0, 0, sympy.sqrt(x), sympy.exp(y)],
[0, 0, 1.0, sympy.I],
]),
(0, 2),
"my_gate",
)
program = pyquil.Program()
convert_to_pyquil(custom_gate, program)
quil_x = pyquil.quil.Parameter("x")
quil_y = pyquil.quil.Parameter("y")
quil_theta = pyquil.quil.Parameter("theta")
expected_pyquil_matrix = np.array([
[
quilatom.quil_cos(quil_x + quil_y),
quilatom.quil_sin(quil_theta), 0, 0
],
[
-quilatom.quil_sin(quil_theta),
quilatom.quil_cos(quil_x + quil_y), 0, 0
],
[0, 0, quilatom.quil_sqrt(quil_x),
quilatom.quil_exp(quil_y)],
[0, 0, 1.0, 1j],
])
# Note: we cannot replace this with a single assertion. This is because
# the order of custom_gate.symbolic_params is not known.
gate_definition = program.defined_gates[0]
assert len(program.defined_gates) == 1
assert len(gate_definition.parameters) == 3
assert set(gate_definition.parameters) == {quil_x, quil_y, quil_theta}
assert np.array_equal(gate_definition.matrix, expected_pyquil_matrix)
def test_substitute_memory_reference():
x_0 = MemoryReference("x", 0, declared_size=2)
x_1 = MemoryReference("x", 1, declared_size=2)
# complete substitutions
assert substitute(x_0, {x_0: 5}) == 5
assert substitute(x_0 + x_1, {x_0: +5, x_1: -5}) == 0
assert substitute(x_0 - x_1, {x_0: +5, x_1: -5}) == 10
assert substitute(x_0 * x_1, {x_0: +5, x_1: -5}) == -25
assert substitute(x_0 / x_1, {x_0: +5, x_1: -5}) == -1
assert substitute(x_0 * x_0**2 / x_1, {x_0: 5, x_1: 10}) == 12.5
assert np.isclose(substitute(quil_exp(x_0), {x_0: 5, x_1: 10}), np.exp(5))
assert np.isclose(substitute(quil_sin(x_0), {x_0: 5, x_1: 10}), np.sin(5))
assert np.isclose(substitute(quil_cos(x_0), {x_0: 5, x_1: 10}), np.cos(5))
assert np.isclose(substitute(quil_sqrt(x_0), {
x_0: 5,
x_1: 10
}), np.sqrt(5))
assert np.isclose(substitute(quil_cis(x_0), {
x_0: 5,
x_1: 10
}), np.exp(1j * 5.0))
# incomplete substitutions
y = MemoryReference("y", 0, declared_size=1)
z = MemoryReference("z", 0, declared_size=1)
assert substitute(y + z, {y: 5}) == 5 + z
assert substitute(quil_cis(z), {y: 5}) == quil_cis(z)
# array substitution pass-through
a = MemoryReference("a", 0, declared_size=1)
assert np.allclose(substitute_array([quil_sin(a), quil_cos(a)], {a: 5}),
[np.sin(5), np.cos(5)])
)
def test_quil_parameters_are_converted_to_instance_of_symbol_with_correct_name(
pyquil_parameter, expected_symbol
):
assert expression_from_pyquil(pyquil_parameter) == expected_symbol
@pytest.mark.parametrize(
"pyquil_function_call, expected_function_call",
[
(quilatom.quil_cos(2), FunctionCall("cos", (2,))),
(
quilatom.quil_sin(quil.Parameter("theta")),
FunctionCall("sin", (Symbol("theta"),)),
),
(quilatom.quil_exp(quil.Parameter("x")), FunctionCall("exp", (Symbol("x"),))),
(quilatom.quil_sqrt(np.pi), FunctionCall("sqrt", (np.pi,))),
],
)
def test_pyquil_function_calls_are_converted_to_equivalent_function_call(
pyquil_function_call, expected_function_call
):
assert expression_from_pyquil(pyquil_function_call) == expected_function_call
@pytest.mark.parametrize(
"pyquil_expression, expected_function_call",
[
(
quil.Parameter("x") + quil.Parameter("y"),
FunctionCall("add", (Symbol("x"), Symbol("y"))),
@pytest.mark.parametrize(
"sympy_expression, quil_expression",
[
(sympy.Symbol("theta"), quil.Parameter("theta")),
(
sympy.Mul(sympy.Symbol("theta"), sympy.Symbol("gamma"), evaluate=False),
quil.Parameter("theta") * quil.Parameter("gamma"),
),
(sympy.cos(sympy.Symbol("theta")), quilatom.quil_cos(quil.Parameter("theta"))),
(
sympy.cos(2 * sympy.Symbol("theta")),
quilatom.quil_cos(2 * quil.Parameter("theta")),
),
(
sympy.exp(sympy.Symbol("x") - sympy.Symbol("y")),
quilatom.quil_exp(quil.Parameter("x") - quil.Parameter("y")),
),
(
sympy.Add(
sympy.cos(sympy.Symbol("phi")),
sympy.I * sympy.sin(sympy.Symbol("phi")),
evaluate=False,
),
quilatom.quil_cos(quil.Parameter("phi"))
+ 1j * quilatom.quil_sin(quil.Parameter("phi")),
),
(
sympy.Add(
sympy.Symbol("x"),
sympy.Mul(sympy.Symbol("y"), (2 + 3j), evaluate=False),
evaluate=False,
