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Add classical simulator #6124

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87dc8f4
added the basic first version of the classical simulator to my branch
naerabati Apr 2, 2023
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added formatting
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28a1049
edited the qubit order and tests
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added more test cases
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Merge branch 'quantumlib:master' into add_classical_simulator
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fixed some error in the test file
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Merge branch 'quantumlib:master' into add_classical_simulator
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Merge branch 'quantumlib:master' into add_classical_simulator
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Merge branch 'quantumlib:master' into add_classical_simulator
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3 changes: 3 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -50,3 +50,6 @@ docs/api_docs

# notebook test output
out

#ignore vs files
.vs/*
1 change: 1 addition & 0 deletions cirq-core/cirq/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -437,6 +437,7 @@

from cirq.sim import (
CIRCUIT_LIKE,
ClassicalStateSimulator,
CliffordSimulator,
CliffordState,
CliffordSimulatorStepResult,
Expand Down
1 change: 1 addition & 0 deletions cirq-core/cirq/protocols/json_test_data/spec.py
Original file line number Diff line number Diff line change
Expand Up @@ -58,6 +58,7 @@
'ZerosSampler',
],
should_not_be_serialized=[
'ClassicalStateSimulator',
# Heatmaps
'Heatmap',
'TwoQubitInteractionHeatmap',
Expand Down
2 changes: 0 additions & 2 deletions cirq-core/cirq/protocols/unitary_protocol_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -209,7 +209,6 @@ def _test_gate_that_allocates_qubits(gate):
def test_decompose_gate_that_allocates_clean_qubits(
theta: float, phase_state: int, target_bitsize: int, ancilla_bitsize: int
):

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Revert this file please, since these whitespace changes are not relevant to the PR.

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+1, please revert

gate = testing.PhaseUsingCleanAncilla(theta, phase_state, target_bitsize, ancilla_bitsize)
_test_gate_that_allocates_qubits(gate)

Expand All @@ -220,7 +219,6 @@ def test_decompose_gate_that_allocates_clean_qubits(
def test_decompose_gate_that_allocates_dirty_qubits(
phase_state: int, target_bitsize: int, ancilla_bitsize: int
):

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ditto, please revert the unrelated changes.

gate = testing.PhaseUsingDirtyAncilla(phase_state, target_bitsize, ancilla_bitsize)
_test_gate_that_allocates_qubits(gate)

Expand Down
2 changes: 2 additions & 0 deletions cirq-core/cirq/sim/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -68,6 +68,8 @@

from cirq.sim.state_vector_simulation_state import StateVectorSimulationState

from cirq.sim.classical_simulator import ClassicalStateSimulator

from cirq.sim.state_vector_simulator import (
SimulatesIntermediateStateVector,
StateVectorStepResult,
Expand Down
110 changes: 110 additions & 0 deletions cirq-core/cirq/sim/classical_simulator.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,110 @@
# Copyright 2023 The Cirq Developers
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from typing import Dict
from collections import defaultdict
from cirq.sim.simulator import SimulatesSamples
from cirq import ops, protocols
from cirq.study.resolver import ParamResolver
from cirq.circuits.circuit import AbstractCircuit
from cirq.ops.raw_types import Qid
import numpy as np


class ClassicalStateSimulator(SimulatesSamples):
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"""basic simulator that only accepts cirq.X, cirq.ISwap, and cirq.CNOT gates
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please replace the docstring with

    """A simulator that only accepts only gates with classical counterparts.

    This simulator evolves a single state, using only gates that output a single state for each
    input state. The simulator runs in linear time, at the cost of not supporting superposition.
    It can be used to estimate costs and simulate circuits for simple non-quantum algorithms using
    many more qubits than fully capable quantum simulators.

    The supported gates are:
        - cirq.X
        - cirq.CNOT
        - cirq.SWAP
        - cirq.TOFFOLI
        - cirq.measure

    Args:
        circuit: The circuit to simulate.
        param_resolver: Parameters to run with the program.
        repetitions: Number of times to repeat the run. It is expected that
            this is validated greater than zero before calling this method.

    Returns:
        A dictionary mapping measurement keys to measurement results.

    Raises:
        ValueError: If one of the gates is not an X, CNOT, SWAP, TOFFOLI or a measurement.
    """


Run a simulation, mimicking quantum hardware.
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Args:
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circuit: The circuit to simulate.
param_resolver: Parameters to run with the program.
repetitions: Number of times to repeat the run. It is expected that
this is validated greater than zero before calling this method.

Returns:
A dictionary from measurement gate key to measurement
results. Measurement results are stored in a 3-dimensional
numpy array, the first dimension corresponding to the repetition.
the second to the instance of that key in the circuit, and the
third to the actual boolean measurement results (ordered by the
qubits being measured.)

Raises:
ValuesError: gate is not a cirq.XGate or cirq.Cnot
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"""

def _run(
self, circuit: AbstractCircuit, param_resolver: ParamResolver, repetitions: int
) -> Dict[str, np.ndarray]:
results_dict: Dict[str, np.ndarray] = {}
values_dict: Dict[Qid, int] = defaultdict(int)
param_resolver = param_resolver or ParamResolver({})
resolved_circuit = protocols.resolve_parameters(circuit, param_resolver)

for moment in resolved_circuit:
for op in moment:
gate = op.gate
if isinstance(gate, ops.XPowGate) and gate.exponent == 1:
values_dict[op.qubits[0]] = 1 - values_dict[op.qubits[0]]

elif isinstance(gate, ops.CNotPowGate) and gate.exponent == 1:
if values_dict[op.qubits[0]] == 1:
values_dict[op.qubits[1]] = 1 - values_dict[op.qubits[1]]
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We also need to check for globa_shift == 0 for eigen gates -- let's instead do an equality comparision to ops.X, ops.CX etc. since eventually we'd anyway want to shift to a protocols based approach.


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elif isinstance(gate, ops.SwapPowGate) and gate.exponent == 1:
hold_qubit = values_dict[op.qubits[1]]
values_dict[op.qubits[1]] = values_dict[op.qubits[0]]
values_dict[op.qubits[0]] = hold_qubit

elif isinstance(gate, ops.CCXPowGate) and gate.exponent == 1:
if (values_dict[op.qubits[0]] == 1) and (values_dict[op.qubits[1]] == 1):
values_dict[op.qubits[2]] = 1 - values_dict[op.qubits[2]]

elif isinstance(gate, ops.MeasurementGate):
qubits_in_order = op.qubits
##add the new instance of a key to the numpy array in results dictionary
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Suggested change
##add the new instance of a key to the numpy array in results dictionary
# add the new instance of a key to the numpy array in results dictionary

if (gate.key) in results_dict.keys():
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Suggested change
if (gate.key) in results_dict.keys():
if gate.key in results_dict:

shape = len(qubits_in_order)
current_array = results_dict[gate.key]
new_instance = np.zeros(shape, dtype=np.uint8)
for bits in range(0, len(qubits_in_order)):
new_instance[bits] = values_dict[qubits_in_order[bits]]
results_dict[gate.key] = np.insert(
current_array, len(current_array[0]), new_instance, axis=1
)
else:
##create the array for the results dictionary
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Suggested change
##create the array for the results dictionary
# create the array for the results dictionary

new_array_shape = (repetitions, 1, len(qubits_in_order))
new_array = np.zeros(new_array_shape, dtype=np.uint8)
for reps in range(0, repetitions):
for instances in range(0, 1):
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range(0, 1) will just iterate over 0 - use the constant instead of the loop.

for bits in range(0, len(qubits_in_order)):
new_array[reps][instances][bits] = values_dict[
qubits_in_order[bits]
]
results_dict[gate.key] = new_array

elif not (
(isinstance(gate, ops.XPowGate) and gate.exponent == 0)
or (isinstance(gate, ops.CCXPowGate) and gate.exponent == 0)
or (isinstance(gate, ops.SwapPowGate) and gate.exponent == 0)
or (isinstance(gate, ops.CNotPowGate) and gate.exponent == 0)
):
raise ValueError(
"Can not simulate gates other than cirq.XGate, "
+ "cirq.CNOT, cirq.SWAP, and cirq.CCNOT"
)

return results_dict
196 changes: 196 additions & 0 deletions cirq-core/cirq/sim/classical_simulator_test.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,196 @@
# Copyright 2023 The Cirq Developers
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import numpy as np
import pytest
import cirq
import sympy


class TestSimulator:
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def test_x_gate(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.X(q0))
circuit.append(cirq.X(q1))
circuit.append(cirq.X(q1))
circuit.append(cirq.measure((q0, q1), key='key'))
expected_results = {'key': np.array([[[1, 0]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_CNOT(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.X(q0))
circuit.append(cirq.CNOT(q0, q1))
circuit.append(cirq.measure(q1, key='key'))
expected_results = {'key': np.array([[[1]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
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sim._run is a private method. Please write the tests using the public method sim.run

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Since the function is a response to the _run function in the SimulatesStates class it wont's work correctly using the public run method

np.testing.assert_equal(results, expected_results)

def test_Swap(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.X(q0))
circuit.append(cirq.SWAP(q0, q1))
circuit.append(cirq.measure((q0, q1), key='key'))
expected_results = {'key': np.array([[[0, 1]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_CCNOT(self):
q0, q1, q2 = cirq.LineQubit.range(3)
circuit = cirq.Circuit()
circuit.append(cirq.CCNOT(q0, q1, q2))
circuit.append(cirq.measure((q0, q1, q2), key='key'))
circuit.append(cirq.X(q0))
circuit.append(cirq.CCNOT(q0, q1, q2))
circuit.append(cirq.measure((q0, q1, q2), key='key'))
circuit.append(cirq.X(q1))
circuit.append(cirq.X(q0))
circuit.append(cirq.CCNOT(q0, q1, q2))
circuit.append(cirq.measure((q0, q1, q2), key='key'))
circuit.append(cirq.X(q0))
circuit.append(cirq.CCNOT(q0, q1, q2))
circuit.append(cirq.measure((q0, q1, q2), key='key'))
expected_results = {
'key': np.array([[[0, 0, 0], [1, 0, 0], [0, 1, 0], [1, 1, 1]]], dtype=np.uint8)
}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_measurement_gate(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.measure((q0, q1), key='key'))
expected_results = {'key': np.array([[[0, 0]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_qubit_order(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.CNOT(q0, q1))
circuit.append(cirq.X(q0))
circuit.append(cirq.measure((q0, q1), key='key'))
expected_results = {'key': np.array([[[1, 0]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_same_key_instances(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.measure((q0, q1), key='key'))
circuit.append(cirq.X(q0))
circuit.append(cirq.measure((q0, q1), key='key'))
expected_results = {'key': np.array([[[0, 0], [1, 0]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_same_key_instances_order(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.X(q0))
circuit.append(cirq.measure((q0, q1), key='key'))
circuit.append(cirq.X(q0))
circuit.append(cirq.measure((q1, q0), key='key'))
expected_results = {'key': np.array([[[1, 0], [0, 0]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_repetitions(self):
q0 = cirq.LineQubit.range(1)
circuit = cirq.Circuit()
circuit.append(cirq.measure(q0, key='key'))
expected_results = {
'key': np.array(
[[[0]], [[0]], [[0]], [[0]], [[0]], [[0]], [[0]], [[0]], [[0]], [[0]]],
dtype=np.uint8,
)
}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=10)
np.testing.assert_equal(results, expected_results)

def test_multiple_gates(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.X(q0))
circuit.append(cirq.CNOT(q0, q1))
circuit.append(cirq.CNOT(q0, q1))
circuit.append(cirq.CNOT(q0, q1))
circuit.append(cirq.X(q1))
circuit.append(cirq.measure((q0, q1), key='key'))
expected_results = {'key': np.array([[[1, 0]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_multiple_gates_order(self):
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.X(q0))
circuit.append(cirq.CNOT(q0, q1))
circuit.append(cirq.CNOT(q1, q0))
circuit.append(cirq.measure((q0, q1), key='key'))
expected_results = {'key': np.array([[[0, 1]]], dtype=np.uint8)}
sim = cirq.ClassicalStateSimulator()
results = sim._run(circuit=circuit, param_resolver=None, repetitions=1)
np.testing.assert_equal(results, expected_results)

def test_param_resolver(self):
gate = cirq.CNOT ** sympy.Symbol('t')
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(cirq.X(q0))
circuit.append(gate(q0, q1))
circuit.append(cirq.measure((q1), key='key'))
resolver = cirq.ParamResolver({'t': 0})
sim = cirq.ClassicalStateSimulator()
results_with_paramter_zero = sim._run(
circuit=circuit, param_resolver=resolver, repetitions=1
)
resolver = cirq.ParamResolver({'t': 1})
results_with_paramter_one = sim._run(
circuit=circuit, param_resolver=resolver, repetitions=1
)
np.testing.assert_equal(
results_with_paramter_zero, {'key': np.array([[[0]]], dtype=np.uint8)}
)
np.testing.assert_equal(
results_with_paramter_one, {'key': np.array([[[1]]], dtype=np.uint8)}
)

def test_unknown_gates(self):
gate = cirq.CNOT ** sympy.Symbol('t')
q0, q1 = cirq.LineQubit.range(2)
circuit = cirq.Circuit()
circuit.append(gate(q0, q1))
circuit.append(cirq.measure((q0), key='key'))
resolver = cirq.ParamResolver({'t': 0.5})
sim = cirq.ClassicalStateSimulator()
with pytest.raises(
ValueError,
match="Can not simulate gates other than "
+ "cirq.XGate, cirq.CNOT, cirq.SWAP, and cirq.CCNOT",
):
sim._run(circuit=circuit, param_resolver=resolver, repetitions=1)