def compose(
self, other: OperatorBase, permutation: Optional[List[int]] = None, front: bool = False
) -> OperatorBase:
new_self, other = self._expand_shorter_operator_and_permute(other, permutation)
new_self = cast(PauliOp, new_self)
if front:
return other.compose(new_self)
# If self is identity, just return other.
if not any(new_self.primitive.x + new_self.primitive.z):
return other * new_self.coeff
# Both Paulis
if isinstance(other, PauliOp):
product = new_self.primitive.dot(other.primitive)
return PrimitiveOp(product, coeff=new_self.coeff * other.coeff)
# pylint: disable=cyclic-import
from .pauli_sum_op import PauliSumOp
if isinstance(other, PauliSumOp):
return PauliSumOp(
SparsePauliOp(new_self.primitive).dot(other.primitive),
coeff=new_self.coeff * other.coeff,
)
# pylint: disable=cyclic-import
from ..state_fns.circuit_state_fn import CircuitStateFn
from .circuit_op import CircuitOp
if isinstance(other, (CircuitOp, CircuitStateFn)):
return new_self.to_circuit_op().compose(other)
return super(PauliOp, new_self).compose(other)
def statefn_replacement_fn(
cob_instr_op: PrimitiveOp,
dest_pauli_op: Union[PauliOp, PauliSumOp, ListOp]) -> OperatorBase:
r"""
A built-in convenience replacement function which produces state functions
isomorphic to an ``OperatorStateFn`` state function holding the origin ``PauliOp``.
Args:
cob_instr_op: The basis-change ``CircuitOp``.
dest_pauli_op: The destination Pauli type operator.
Returns:
The ``~CircuitOp @ StateFn`` composition equivalent to a state function defined by the
original ``PauliOp``.
"""
return ComposedOp([cob_instr_op.adjoint(), StateFn(dest_pauli_op)])
def operator_replacement_fn(
cob_instr_op: PrimitiveOp, dest_pauli_op: Union[PauliOp, PauliSumOp, ListOp]
) -> OperatorBase:
r"""
A built-in convenience replacement function which produces Operators
isomorphic to the origin ``PauliOp``.
Args:
cob_instr_op: The basis-change ``CircuitOp``.
dest_pauli_op: The destination ``PauliOp``.
Returns:
The ``~CircuitOp @ PauliOp @ CircuitOp`` composition isomorphic to the
original ``PauliOp``.
"""
return ComposedOp([cob_instr_op.adjoint(), dest_pauli_op, cob_instr_op])
def construct_cnot_chain(self, diag_pauli_op1: PauliOp,
diag_pauli_op2: PauliOp) -> PrimitiveOp:
r"""
Construct a ``CircuitOp`` (or ``PauliOp`` if equal to the identity) which takes the
eigenvectors of ``diag_pauli_op1`` to the eigenvectors of ``diag_pauli_op2``,
assuming both are diagonal (or performing this operation on their diagonalized Paulis
implicitly if not). This works by the insight that the eigenvalue of a diagonal Pauli's
eigenvector is equal to or -1 if the parity is 1 and 1 if the parity is 0, or
1 - (2 * parity). Therefore, using CNOTs, we can write the parity of diag_pauli_op1's
significant bits onto some qubit, and then write out that parity onto diag_pauli_op2's
significant bits.
Args:
diag_pauli_op1: The origin ``PauliOp``.
diag_pauli_op2: The destination ``PauliOp``.
Return:
The ``PrimitiveOp`` performs the mapping.
"""
# TODO be smarter about connectivity and actual distance between pauli and destination
# TODO be smarter in general
pauli_1 = (diag_pauli_op1.primitive if isinstance(
diag_pauli_op1, PauliOp) else diag_pauli_op1)
pauli_2 = (diag_pauli_op2.primitive if isinstance(
diag_pauli_op2, PauliOp) else diag_pauli_op2)
origin_sig_bits = np.logical_or(pauli_1.z, pauli_1.x)
destination_sig_bits = np.logical_or(pauli_2.z, pauli_2.x)
num_qubits = max(len(pauli_1.z), len(pauli_2.z))
sig_equal_sig_bits = np.logical_and(origin_sig_bits,
destination_sig_bits)
non_equal_sig_bits = np.logical_not(
origin_sig_bits == destination_sig_bits)
# Equivalent to np.logical_xor(origin_sig_bits, destination_sig_bits)
if not any(non_equal_sig_bits):
return I ^ num_qubits
# I am deeply sorry for this code, but I don't know another way to do it.
sig_in_origin_only_indices = np.extract(
np.logical_and(non_equal_sig_bits, origin_sig_bits),
np.arange(num_qubits))
sig_in_dest_only_indices = np.extract(
np.logical_and(non_equal_sig_bits, destination_sig_bits),
np.arange(num_qubits))
if len(sig_in_origin_only_indices) > 0 and len(
sig_in_dest_only_indices) > 0:
origin_anchor_bit = min(sig_in_origin_only_indices)
dest_anchor_bit = min(sig_in_dest_only_indices)
else:
# Set to lowest equal bit
origin_anchor_bit = min(
np.extract(sig_equal_sig_bits, np.arange(num_qubits)))
dest_anchor_bit = origin_anchor_bit
cnots = QuantumCircuit(num_qubits)
# Step 3) Take the indices of bits which are sig_bits in
# pauli but but not in dest, and cnot them to the pauli anchor.
for i in sig_in_origin_only_indices:
if not i == origin_anchor_bit:
cnots.cx(i, origin_anchor_bit)
# Step 4)
if not origin_anchor_bit == dest_anchor_bit:
cnots.swap(origin_anchor_bit, dest_anchor_bit)
# Need to do this or a Terra bug sometimes flips cnots. No time to investigate.
cnots.i(0)
# Step 6)
for i in sig_in_dest_only_indices:
if not i == dest_anchor_bit:
cnots.cx(i, dest_anchor_bit)
return PrimitiveOp(cnots)
