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Original file line number Diff line number Diff line change
Expand Up @@ -7,17 +7,49 @@
the magnets package, including hypergraph representations.
"""

from .fermion import (
Fermion,
FermionAnnihilation,
FermionCreation,
FermionString,
hopping_term,
)
from .hypergraph import (
Hyperedge,
Hypergraph,
HypergraphEdgeColoring,
)
from .pauli import Pauli, PauliString, PauliX, PauliY, PauliZ
from .majorana import (
edge_operator,
Majorana,
MajoranaDualFermion,
MajoranaFermion,
MajoranaString,
vertex_operator,
)
from .pauli import (
Pauli,
PauliString,
PauliX,
PauliY,
PauliZ,
)

__all__ = [
"Hyperedge",
"Hypergraph",
"HypergraphEdgeColoring",
"Fermion",
"FermionAnnihilation",
"FermionCreation",
"FermionString",
"hopping_term",
"Majorana",
"MajoranaDualFermion",
"MajoranaFermion",
"MajoranaString",
"edge_operator",
"vertex_operator",
"Pauli",
"PauliString",
"PauliX",
Expand Down
246 changes: 246 additions & 0 deletions source/qdk_package/qdk/applications/magnets/utilities/fermion.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,246 @@
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.

"""Fermionic operator representations for many-body systems."""

from collections.abc import Sequence


class Fermion:
"""Single-mode fermionic operator tied to an explicit site index.

``Fermion`` stores a fermionic operator identifier and the site it acts on.
The identifier can be provided either as an integer code or a label:

- ``10`` / ``"A^"`` / ``"CREATE"`` / ``"CREATION"``
- ``11`` / ``"A"`` / ``"ANNIHILATE"`` / ``"ANNIHILATION"``

The annihilation operator ``A`` is treated as primitive, and the creation
operator ``A^`` denotes its Hermitian conjugate.
Comment thread
brad-lackey marked this conversation as resolved.

Example:

.. code-block:: python
>>> f = Fermion("A^", site=2)
>>> f.op
10
>>> f.site
2
"""

_VALID_INTS = {10, 11}
_STR_TO_INT = {
"A^": 10,
"CREATE": 10,
"CREATION": 10,
"A": 11,
"ANNIHILATE": 11,
"ANNIHILATION": 11,
}
_INT_TO_LABEL = {10: "A^", 11: "A"}

def __init__(self, value: int | str, site: int = 0) -> None:
"""Initialize a fermionic operator.

Args:
value: An integer 10-11 or a creation/annihilation label.
site: The index of the site this operator acts on. Defaults to 0.

Raises:
ValueError: If ``value`` is not a valid integer/string fermion identifier.
"""
if isinstance(value, int):
if value not in self._VALID_INTS:
raise ValueError(f"Integer value must be 10 or 11, got {value}.")
self._op = value
elif isinstance(value, str):
key = value.upper()
if key not in self._STR_TO_INT:
raise ValueError(
"String value must be one of 'A^', 'CREATE', 'CREATION', "
f"'A', 'ANNIHILATE', 'ANNIHILATION', got '{value}'."
)
self._op = self._STR_TO_INT[key]
else:
raise ValueError(f"Expected int or str, got {type(value).__name__}.")
self.site: int = site

@property
def op(self) -> int:
"""Integer encoding of this fermionic term."""
return self._op

def __str__(self) -> str:
return f"{self._INT_TO_LABEL[self._op]}({self.site})"

def __repr__(self) -> str:
return f"Fermion('{self._INT_TO_LABEL[self._op]}', site={self.site})"

def __eq__(self, other: object) -> bool:
if not isinstance(other, Fermion):
return NotImplemented
return self._op == other._op and self.site == other.site

def __hash__(self) -> int:
return hash((self._op, self.site))


def FermionCreation(site: int) -> Fermion:
"""Create a fermionic creation operator on the given site."""
return Fermion("A^", site)


def FermionAnnihilation(site: int) -> Fermion:
"""Create a fermionic annihilation operator on the given site."""
return Fermion("A", site)


class FermionString:
"""Ordered product of single-site ``Fermion`` terms with a coefficient.

``FermionString`` stores:

- an ordered tuple of :class:`Fermion` objects (including each term's site), and
- a complex scalar coefficient.

Construction options:

- pass a sequence of :class:`Fermion` objects to ``FermionString(...)``
- use :meth:`from_sites` to pair site indices with fermion labels or codes

Example:

.. code-block:: python
>>> fs = FermionString([FermionCreation(0), FermionAnnihilation(1)], coefficient=-1j)
>>> fs.sites
(0, 1)
>>> fs2 = FermionString.from_sites((0, 1), ["A^", "A"], coefficient=-1j)
>>> fs == fs2
True
"""

def __init__(self, fermions: Sequence[Fermion], coefficient: complex = 1.0) -> None:
"""Initialize a FermionString from a sequence of Fermion operators.

Args:
fermions: A sequence of :class:`Fermion` instances, each with its
own site index.
coefficient: Complex coefficient multiplying the fermion string.

Raises:
TypeError: If any element is not a Fermion instance.
"""
for fermion in fermions:
if not isinstance(fermion, Fermion):
raise TypeError(
f"Expected Fermion instance, got {type(fermion).__name__}. "
"Use FermionString.from_sites() for int/str values."
)
self._fermions: tuple[Fermion, ...] = tuple(fermions)
self._coefficient: complex = coefficient

@classmethod
def from_sites(
cls,
sites: tuple[int, ...],
values: Sequence[int | str],
coefficient: complex = 1.0,
) -> "FermionString":
"""Create a FermionString from site indices and fermion labels.

Args:
sites: Tuple of site indices.
values: Sequence of fermion identifiers (integers 10-11 or strings
like 'A^' and 'A').
coefficient: Complex coefficient multiplying the fermion string.

Returns:
A new FermionString instance.

Raises:
ValueError: If sites and values have different lengths, or if
any value is not a valid fermion identifier.
"""
if len(sites) != len(values):
raise ValueError(
f"Length mismatch: {len(sites)} sites vs {len(values)} values."
)
fermions = [Fermion(value, site) for site, value in zip(sites, values)]
return cls(fermions, coefficient=coefficient)

@property
def sites(self) -> tuple[int, ...]:
"""Tuple of site indices in the same order as the stored Fermion terms."""
return tuple(fermion.site for fermion in self._fermions)

@property
def coefficient(self) -> complex:
"""Complex coefficient multiplying this fermion string."""
return self._coefficient

@property
def fermions(self) -> tuple[str, ...]:
"""Tuple of canonical fermion labels in stored order."""
return tuple(Fermion._INT_TO_LABEL[fermion.op] for fermion in self._fermions)

def __iter__(self):
"""Iterate over Fermion terms in stored order."""
return iter(self._fermions)

def __len__(self) -> int:
return len(self._fermions)

def __getitem__(self, index: int) -> Fermion:
return self._fermions[index]

def __mul__(self, scalar: complex) -> "FermionString":
"""Scale the coefficient of this FermionString by a complex scalar."""
return FermionString(self._fermions, coefficient=self._coefficient * scalar)

def hermitian_conjugate(self) -> "FermionString":
"""Return the Hermitian conjugate of this fermion string.

Returns:
A new ``FermionString`` with reversed operator order, each
annihilation/creation operator swapped with its conjugate, and the
coefficient complex-conjugated.
"""
conjugated_ops = [
Fermion(10 if fermion.op == 11 else 11, fermion.site)
for fermion in reversed(self._fermions)
]
return FermionString(conjugated_ops, coefficient=self._coefficient.conjugate())

def __str__(self) -> str:
return f"{self._coefficient} * {''.join(map(str, self._fermions))}"

def __repr__(self) -> str:
ops = list(self.fermions)
return (
f"FermionString(sites={self.sites}, ops={ops}, "
f"coefficient={self._coefficient})"
)

def __eq__(self, other: object) -> bool:
if not isinstance(other, FermionString):
return NotImplemented
return self._fermions == other._fermions and self._coefficient == other._coefficient

def __hash__(self) -> int:
return hash((self._fermions, self._coefficient))


def hopping_term(j: int, k: int) -> FermionString:
"""Create the hopping term :math:`A^_j A_k`.

Args:
j: Site index of the creation operator.
k: Site index of the annihilation operator.

Returns:
A fermion string representing ``A^[j] * A[k]``.

Note:
Setting ``j = k`` yields the number operator on that site.
"""
return FermionString([FermionCreation(j), FermionAnnihilation(k)])
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