PauliSumOp

class qiskit.opflow.primitive_ops.PauliSumOp(*args, **kwargs)

Bases: PrimitiveOp

Deprecated: Class for Operators backed by Terra’s SparsePauliOp class.

Obsoleto desde a versão 0.24.0: The class qiskit.opflow.primitive_ops.pauli_sum_op.PauliSumOp is deprecated as of qiskit-terra 0.24.0. It will be removed no earlier than 3 months after the release date. For code migration guidelines, visit https://qisk.it/opflow_migration.

Parâmetros:

• primitive – The SparsePauliOp which defines the behavior of the underlying function.

• coeff – A coefficient multiplying the primitive.

• grouping_type – The type of grouping. If None, the operator is not grouped.

Levanta:

TypeError – invalid parameters.

Attributes

INDENTATION = '  '

coeff

The scalar coefficient multiplying the Operator.

Retorno:

The coefficient.

coeffs

Return the Pauli coefficients.

grouping_type

Type of Grouping

Type:

Returns

instance_id

Return the unique instance id.

num_qubits

parameters

primitive: SparsePauliOp

The primitive defining the underlying function of the Operator.

Retorno:

The primitive object.

settings

Return operator settings.

Methods

add(other)

Return Operator addition of self and other, overloaded by +.

Parâmetros:

other (OperatorBase) – An OperatorBase with the same number of qubits as self, and in the same “Operator”, “State function”, or “Measurement” category as self (i.e. the same type of underlying function).

Retorno:

An OperatorBase equivalent to the sum of self and other.

Tipo de retorno:

OperatorBase

adjoint()

Return a new Operator equal to the Operator’s adjoint (conjugate transpose), overloaded by ~. For StateFns, this also turns the StateFn into a measurement.

Retorno:

An OperatorBase equivalent to the adjoint of self.

Tipo de retorno:

PauliSumOp

compose(other, permutation=None, front=False)

Return Operator Composition between self and other (linear algebra-style: A@B(x) = A(B(x))), overloaded by @.

Note: You must be conscious of Quantum Circuit vs. Linear Algebra ordering conventions. Meaning, X.compose(Y) produces an X∘Y on qubit 0, but would produce a QuantumCircuit which looks like

-[Y]-[X]-

Because Terra prints circuits with the initial state at the left side of the circuit.

Parâmetros:

• other (OperatorBase) – The OperatorBase with which to compose self.

• permutation (List[int] | None) – List[int] which defines permutation on other operator.

• front (bool) – If front==True, return other.compose(self).

Retorno:

An OperatorBase equivalent to the function composition of self and other.

Tipo de retorno:

OperatorBase

equals(other)

Evaluate Equality between Operators, overloaded by ==. Only returns True if self and other are of the same representation (e.g. a DictStateFn and CircuitStateFn will never be equal, even if their vector representations are equal), their underlying primitives are equal (this means for ListOps, OperatorStateFns, or EvolvedOps the equality is evaluated recursively downwards), and their coefficients are equal.

Parâmetros:

other (OperatorBase) – The OperatorBase to compare to self.

Retorno:

A bool equal to the equality of self and other.

Tipo de retorno:

bool

eval(front=None)

Evaluate the Operator’s underlying function, either on a binary string or another Operator. A square binary Operator can be defined as a function taking a binary function to another binary function. This method returns the value of that function for a given StateFn or binary string. For example, op.eval('0110').eval('1110') can be seen as querying the Operator’s matrix representation by row 6 and column 14, and will return the complex value at those «indices.» Similarly for a StateFn, op.eval('1011') will return the complex value at row 11 of the vector representation of the StateFn, as all StateFns are defined to be evaluated from Zero implicitly (i.e. it is as if .eval('0000') is already called implicitly to always «indexing» from column 0).

If front is None, the matrix-representation of the operator is returned.

Parâmetros:

front (str | Dict[str, complex] | ndarray | OperatorBase | Statevector | None) – The bitstring, dict of bitstrings (with values being coefficients), or StateFn to evaluated by the Operator’s underlying function, or None.

Retorno:

The output of the Operator’s evaluation function. If self is a StateFn, the result is a float or complex. If self is an Operator (PrimitiveOp, ComposedOp, SummedOp, EvolvedOp, etc.), the result is a StateFn. If front is None, the matrix-representation of the operator is returned, which is a MatrixOp for the operators and a VectorStateFn for state-functions. If either self or front contain proper ListOps (not ListOp subclasses), the result is an n-dimensional list of complex or StateFn results, resulting from the recursive evaluation by each OperatorBase in the ListOps.

Tipo de retorno:

OperatorBase | complex

exp_i()

Return a CircuitOp equivalent to e^-iH for this operator H.

Tipo de retorno:

OperatorBase

classmethod from_list(pauli_list, coeff=1.0, dtype=<class 'complex'>)

Construct from a pauli_list with the form [(pauli_str, coeffs)]

Parâmetros:

• pauli_list (List[Tuple[str, complex | ParameterExpression]]) – A list of Tuple of pauli_str and coefficient.

• coeff (complex | ParameterExpression) – A coefficient multiplying the primitive.

• dtype (type) – The dtype to use to construct the internal SparsePauliOp. Defaults to complex.

Retorno:

The PauliSumOp constructed from the pauli_list.

Tipo de retorno:

PauliSumOp

is_hermitian()

Return True if the operator is hermitian.

Returns: Boolean value

is_zero()

Return this operator is zero operator or not.

Tipo de retorno:

bool

matrix_iter(sparse=False)

Return a matrix representation iterator.

This is a lazy iterator that converts each term in the PauliSumOp into a matrix as it is used. To convert to a single matrix use the to_matrix() method.

Parâmetros:

sparse (bool) – optionally return sparse CSR matrices if True, otherwise return Numpy array matrices (Default: False)

Retorno:

matrix iterator object for the PauliSumOp.

Tipo de retorno:

MatrixIterator

mul(scalar)

Returns the scalar multiplication of the Operator, overloaded by *, including support for Terra’s Parameters, which can be bound to values later (via bind_parameters).

Parâmetros:

scalar (complex | ParameterExpression) – The real or complex scalar by which to multiply the Operator, or the ParameterExpression to serve as a placeholder for a scalar factor.

Retorno:

An OperatorBase equivalent to product of self and scalar.

Tipo de retorno:

OperatorBase

permute(permutation)

Permutes the sequence of PauliSumOp.

Parâmetros:

permutation (List[int]) – A list defining where each Pauli should be permuted. The Pauli at index j of the primitive should be permuted to position permutation[j].

Retorno:

A new PauliSumOp representing the permuted operator. For operator (X ^ Y ^ Z) and indices=[1,2,4], it returns (X ^ I ^ Y ^ Z ^ I).

Levanta:

OpflowError – if indices do not define a new index for each qubit.

Tipo de retorno:

PauliSumOp

primitive_strings()

Return a set of strings describing the primitives contained in the Operator. For example, {'QuantumCircuit', 'Pauli'}. For hierarchical Operators, such as ListOps, this can help illuminate the primitives represented in the various recursive levels, and therefore which conversions can be applied.

Retorno:

A set of strings describing the primitives contained within the Operator.

Tipo de retorno:

Set[str]

reduce(atol=None, rtol=None)

Simplify the primitive SparsePauliOp.

Parâmetros:

• atol (float | None) – Absolute tolerance for checking if coefficients are zero (Default: 1e-8).

• rtol (float | None) – Relative tolerance for checking if coefficients are zero (Default: 1e-5).

Retorno:

The simplified PauliSumOp.

Tipo de retorno:

PauliSumOp

tensor(other)

Return tensor product between self and other, overloaded by ^. Note: You must be conscious of Qiskit’s big-endian bit printing convention. Meaning, X.tensor(Y) produces an X on qubit 0 and an Y on qubit 1, or X⨂Y, but would produce a QuantumCircuit which looks like

-[Y]- -[X]-

Because Terra prints circuits and results with qubit 0 at the end of the string or circuit.

Parâmetros:

other (OperatorBase) – The OperatorBase to tensor product with self.

Retorno:

An OperatorBase equivalent to the tensor product of self and other.

Tipo de retorno:

PauliSumOp | TensoredOp

to_instruction()

Returns an Instruction equivalent to this Operator.

Tipo de retorno:

Instruction

to_matrix(massive=False)

Return NumPy representation of the Operator. Represents the evaluation of the Operator’s underlying function on every combination of basis binary strings. Warn if more than 16 qubits to force having to set massive=True if such a large vector is desired.

Retorno:

The NumPy ndarray equivalent to this Operator.

Tipo de retorno:

ndarray

to_pauli_op(massive=False)

Returns a sum of PauliOp s equivalent to this Operator.

Tipo de retorno:

PauliOp | SummedOp

to_spmatrix()

Returns SciPy sparse matrix representation of the PauliSumOp.

Retorno:

CSR sparse matrix representation of the PauliSumOp.

Levanta:

ValueError – invalid parameters.

Tipo de retorno:

spmatrix