diff --git a/.gitignore b/.gitignore index 0730d1d0d..f79db28bc 100644 --- a/.gitignore +++ b/.gitignore @@ -182,3 +182,8 @@ node_modules/ wheelhouse/ pytest.ini + +# Artifacts written to the repo root by some tests/examples +/res +/results/ +/schedule_*.pkl diff --git a/docs/AnalogInfo.md b/docs/AnalogInfo.md index e57f27ce0..75b7142b7 100644 --- a/docs/AnalogInfo.md +++ b/docs/AnalogInfo.md @@ -19,14 +19,14 @@ The {code}`results` directory contains the results used in the paper {cite:label ## Codes -The {code}`codes` directory contains the parity-check matrices of the codes used in the paper {cite:labelpar}`berent2023analog`. +The parity-check matrices of the codes used in the paper {cite:labelpar}`berent2023analog` can be found in the directory {code}`src/mqt/qecc/codes/instances/lifted_product`. Three dimensional toric codes can either be constructed with the hypergraph product construction or with a library, e.g., panqec {cite:labelpar}`huang2023panceq`. ## Code construction The {code}`code_construction` directory contains the code used to construct higher-dimensional hypergraph -product codes and used the {code}`compute_distances.sh` script to automatically compute bounds on the +product codes, utilizing the generator {code}`src/mqt/qecc/codes/constructions/hypergraph_product_code.py`, and used the {code}`compute_distances.sh` script to automatically compute bounds on the distances of the constructed codes using the GAP library QDistRnd {cite:labelpar}`pryadko2023qdistrnd`. ## Utils diff --git a/docs/ExactSynthesis.md b/docs/ExactSynthesis.md index add5264b4..93e415a62 100644 --- a/docs/ExactSynthesis.md +++ b/docs/ExactSynthesis.md @@ -34,7 +34,7 @@ Let us synthesize an encoder for the $[[4,2,2]]$ iceberg code — a small CSS co ```{code-cell} ipython3 from mqt.qecc.codes import construct_iceberg_code -from mqt.qecc.codes.pauli import CheckMatrix +from mqt.qecc.codes.core.pauli import CheckMatrix code = construct_iceberg_code(2) # [[4,2,2]] iceberg code print(f"[[{code.n},{code.k},{code.distance}]] iceberg code") @@ -97,7 +97,7 @@ For non-CSS stabilizer codes, encoding circuits are built from the full Clifford The gate set for non-CSS synthesis defaults to $\{H, S, \text{CX}\}$ (standard Clifford). The extended gate set $\{H, S, \sqrt{X}, \text{CX}, \text{CZ}\}$ can find shorter circuits: ```{code-cell} ipython3 -from mqt.qecc.codes.pauli import StabilizerTableau +from mqt.qecc.codes.core.pauli import StabilizerTableau from mqt.qecc.circuit_synthesis.exact import get_clifford_extended_gate_set stabs = ["XZZXI", "IXZZX", "XIXZZ", "ZXIXZ"] diff --git a/examples/add_new_gate_example.py b/examples/add_new_gate_example.py index 71cb27148..6d00234df 100644 --- a/examples/add_new_gate_example.py +++ b/examples/add_new_gate_example.py @@ -29,7 +29,7 @@ SymbolicGateOperation, get_standard_clifford_gate_set, ) -from mqt.qecc.codes.pauli import StabilizerTableau +from mqt.qecc.codes.core.pauli import StabilizerTableau if TYPE_CHECKING: import numpy as np diff --git a/scripts/encoding_circuits/codes/css/108_8_10.txt b/scripts/encoding_circuits/codes/css/108_8_10.txt deleted file mode 100644 index cd353ca6d..000000000 --- a/scripts/encoding_circuits/codes/css/108_8_10.txt +++ /dev/null @@ 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0 0 0 0 0 0 0 0 0 0 1 1 1 0 -0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 diff --git a/scripts/examples/atd_example.py b/scripts/examples/atd_example.py index decf6e694..d506763d6 100644 --- a/scripts/examples/atd_example.py +++ b/scripts/examples/atd_example.py @@ -16,16 +16,16 @@ from mqt.qecc.analog_information_decoding.simulators.analog_tannergraph_decoding import AtdSimulator from mqt.qecc.analog_information_decoding.utils.data_utils import BpParams -code_path = "src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=" +code_path = "src/mqt/qecc/codes/instances/lifted_product/lp_l=" s = np.linspace(0.10, 0.4, 11) p = 0.05 for bp_method in ["msl"]: for decoder in ["atd"]: for c in [16, 21, 30]: - Hx = scipy.sparse.load_npz(code_path + str(c) + "_hx.txt").toarray() - Hz = scipy.sparse.load_npz(code_path + str(c) + "_hz.txt").toarray() - Lx = scipy.sparse.load_npz(code_path + str(c) + "_lx.txt").toarray() - Lz = scipy.sparse.load_npz(code_path + str(c) + "_lz.txt").toarray() + Hx = scipy.sparse.load_npz(code_path + str(c) + "_hx.npz").toarray() + Hz = scipy.sparse.load_npz(code_path + str(c) + "_hz.npz").toarray() + Lx = scipy.sparse.load_npz(code_path + str(c) + "_lx.npz").toarray() + Lz = scipy.sparse.load_npz(code_path + str(c) + "_lz.npz").toarray() lers = [] ebs = [] for sigma in s: diff --git a/scripts/ft_stateprep/eval/estimate_logical_error_rate.py b/scripts/ft_stateprep/eval/estimate_logical_error_rate.py index 1f057b610..1654a7406 100644 --- a/scripts/ft_stateprep/eval/estimate_logical_error_rate.py +++ b/scripts/ft_stateprep/eval/estimate_logical_error_rate.py @@ -23,7 +23,12 @@ heuristic_verification_circuit, naive_verification_circuit, ) -from mqt.qecc.codes import HexagonalColorCode, SquareOctagonColorCode +from mqt.qecc.codes import ( + HexagonalColorCode, + RotatedSurfaceCode, + SquareOctagonColorCode, + construct_quantum_hamming_code, +) def main() -> None: @@ -57,7 +62,7 @@ def main() -> None: code_name = args.code if "surface" in code_name: d = args.distance - code = CSSCode.from_code_name("surface", d) + code = RotatedSurfaceCode(d) code_name = f"rotated_surface_d{d}" elif "cc_4_8_8" in code_name: d = 5 @@ -65,6 +70,10 @@ def main() -> None: elif "cc_6_6_6" in code_name: d = 5 code = HexagonalColorCode(d) + elif "hamming" in code_name: + # The [[15, 7, 3]] quantum Hamming code (previously a hard-coded instance, + # now generated) since it was removed from CSSCode.from_code_name. + code = construct_quantum_hamming_code(4) elif code_name in available_codes: code = CSSCode.from_code_name(code_name) else: diff --git a/src/mqt/qecc/analog_information_decoding/code_construction/code_constructor.py b/src/mqt/qecc/analog_information_decoding/code_construction/code_constructor.py index 2882df0ab..b2888f65f 100644 --- a/src/mqt/qecc/analog_information_decoding/code_construction/code_constructor.py +++ b/src/mqt/qecc/analog_information_decoding/code_construction/code_constructor.py @@ -17,101 +17,17 @@ import ldpc.codes import numpy as np import scipy.io as sio -import scipy.sparse as scs from bposd.hgp import hgp from scipy import sparse from mqt.qecc import mod2 +from ...codes.constructions.hypergraph_product_code import generate_3d_product_code, generate_4d_product_code + if TYPE_CHECKING: from numpy.typing import NDArray -def is_all_zeros(array: NDArray[np.int32]) -> bool: - """Check if array is all zeros.""" - return not np.any(array) - - -def run_checks_scipy( - d_1: NDArray[np.int32], d_2: NDArray[np.int32], d_3: NDArray[np.int32], d_4: NDArray[np.int32] -) -> None: - """Run checks on the boundary maps.""" - sd_1 = scs.csr_matrix(d_1) - sd_2 = scs.csr_matrix(d_2) - sd_3 = scs.csr_matrix(d_3) - sd_4 = scs.csr_matrix(d_4) - - if not ( - is_all_zeros((sd_1 * sd_2).todense() % 2) - and is_all_zeros((sd_2 * sd_3).todense() % 2) - and is_all_zeros((sd_3 * sd_4).todense() % 2) - ): - msg = "Error generating 4D code, boundary maps do not square to zero" - raise RuntimeError(msg) - - -def generate_4d_product_code( - a_1: NDArray[np.int32], a_2: NDArray[np.int32], a_3: NDArray[np.int32], p: NDArray[np.int32], checks: bool = True -) -> tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]]: - """Generate 4D product code.""" - r, c = p.shape - id_r: NDArray[np.int32] = np.identity(r, dtype=np.int32) - id_c: NDArray[np.int32] = np.identity(c, dtype=np.int32) - id_n0: NDArray[np.int32] = np.identity(a_1.shape[0], dtype=np.int32) - id_n1: NDArray[np.int32] = np.identity(a_2.shape[0], dtype=np.int32) - id_n2: NDArray[np.int32] = np.identity(a_3.shape[0], dtype=np.int32) - id_n3: NDArray[np.int32] = np.identity(a_3.shape[1], dtype=np.int32) - - d_1: NDArray[np.int32] = np.hstack((np.kron(a_1, id_r), np.kron(id_n0, p))).astype(np.int32) - - x = np.hstack((np.kron(a_2, id_r), np.kron(id_n1, p))) - y = np.kron(a_1, id_c) - dims = (y.shape[0], x.shape[1] - y.shape[1]) - z = np.hstack((np.zeros(dims, dtype=np.int32), y)) - d_2 = np.vstack((x, z)) - - x = np.hstack((np.kron(a_3, id_r), np.kron(id_n2, p))) - y = np.kron(a_2, id_c) - dims = (y.shape[0], x.shape[1] - y.shape[1]) - z = np.hstack((np.zeros(dims, dtype=np.int32), y)) - d_3: NDArray[np.int32] = np.vstack((x, z)).astype(np.int32) - - d_4: NDArray[np.int32] = np.vstack((np.kron(id_n3, p), np.kron(a_3, id_c))) - - if checks: - run_checks_scipy(d_1, d_2, d_3, d_4) - - return d_1, d_2, d_3, d_4 - - -def generate_3d_product_code( - a_1: NDArray[np.int32], a_2: NDArray[np.int32], p: NDArray[np.int32] -) -> tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]]: - """Generate 3D product code.""" - r, c = p.shape - id_r: NDArray[np.int32] = np.identity(r, dtype=np.int32) - id_c: NDArray[np.int32] = np.identity(c, dtype=np.int32) - id_n0: NDArray[np.int32] = np.identity(a_1.shape[0], dtype=np.int32) - id_n1: NDArray[np.int32] = np.identity(a_2.shape[0], dtype=np.int32) - id_n2: NDArray[np.int32] = np.identity(a_2.shape[1], dtype=np.int32) - - d_1: NDArray[np.int32] = np.hstack((np.kron(a_1, id_r), np.kron(id_n0, p))) - - x = np.hstack((np.kron(a_2, id_r), np.kron(id_n1, p))) - y = np.kron(a_1, id_c) - dims = (y.shape[0], x.shape[1] - y.shape[1]) - z = np.hstack((np.zeros(dims, dtype=np.int32), y)) - d_2: NDArray[np.int32] = np.vstack((x, z)) - - d_3: NDArray[np.int32] = np.vstack((np.kron(id_n2, p), np.kron(a_2, id_c))) - - if not (is_all_zeros(d_1 @ d_2 % 2) and is_all_zeros(d_2 @ d_3 % 2)): - msg = "Error generating 3D code, boundary maps do not square to zero" - raise RuntimeError(msg) - - return d_1, d_2, d_3 - - def create_outpath(codename: str) -> str: """Create output path for code files.""" path = f"generated_codes/{codename}/" diff --git a/src/mqt/qecc/analog_information_decoding/code_construction/sparse_code_constructor.py b/src/mqt/qecc/analog_information_decoding/code_construction/sparse_code_constructor.py index 80f2c1546..6940905b0 100644 --- a/src/mqt/qecc/analog_information_decoding/code_construction/sparse_code_constructor.py +++ b/src/mqt/qecc/analog_information_decoding/code_construction/sparse_code_constructor.py @@ -22,100 +22,13 @@ from mqt.qecc.mod2 import rank +from ...codes.constructions.hypergraph_product_code import generate_sparse_3d_product_code from . import code_constructor if TYPE_CHECKING: from numpy.typing import NDArray -def is_all_zeros(array: NDArray[np.int_]) -> bool: - """Check if array is all zeros.""" - return not np.any(array) - - -def sparse_all_zeros(mat: csr_matrix) -> bool: - """Check if sparse matrix is all zeros.""" - mat.data %= 2 - return bool(mat.sum() == 0) - - -def run_checks_scipy(d_1: csr_matrix, d_2: csr_matrix, d_3: csr_matrix, d_4: csr_matrix) -> None: - """Run checks on the boundary maps.""" - if not (sparse_all_zeros(d_1 @ d_2) and sparse_all_zeros(d_2 @ d_3) and sparse_all_zeros(d_3 @ d_4)): - msg = "Error generating 4D code, boundary maps do not square to zero" - raise RuntimeError(msg) - - -def generate_4d_product_code( - a_1: csr_matrix, - a_2: csr_matrix, - a_3: csr_matrix, - p: csr_matrix, - checks: bool = True, -) -> tuple[csr_matrix, csr_matrix, csr_matrix, csr_matrix]: - """Generate 4D HGP code.""" - r, c = p.shape - - id_r = sparse.identity(r, dtype=int) - id_c = sparse.identity(c, dtype=int) - id_n0 = sparse.identity(a_1.shape[0], dtype=int) - id_n1 = sparse.identity(a_2.shape[0], dtype=int) - id_n2 = sparse.identity(a_3.shape[0], dtype=int) - id_n3 = sparse.identity(a_3.shape[1], dtype=int) - - d_1 = sparse.hstack((sparse.kron(a_1, id_r), sparse.kron(id_n0, p))) - - x = sparse.hstack((sparse.kron(a_2, id_r), sparse.kron(id_n1, p))) - y = sparse.kron(a_1, id_c) - dims = (y.shape[0], x.shape[1] - y.shape[1]) - nmat = csr_matrix(np.zeros(dims)) - z = sparse.hstack((nmat, y)) - d_2 = sparse.vstack((x, z)) - - x = sparse.hstack((sparse.kron(a_3, id_r), sparse.kron(id_n2, p))) - y = sparse.kron(a_2, id_c) - dims = (y.shape[0], x.shape[1] - y.shape[1]) - mat = csr_matrix(np.zeros(dims)) - z = sparse.hstack([mat, y]) - d_3 = sparse.vstack((x, z)) - - d_4 = sparse.vstack((sparse.kron(id_n3, p), sparse.kron(a_3, id_c))) - - if checks: - run_checks_scipy(d_1, d_2, d_3, d_4) - - return d_1, d_2, d_3, d_4 - - -def generate_3d_product_code( - a_1: csr_matrix, a_2: csr_matrix, p: csr_matrix -) -> tuple[csr_matrix, csr_matrix, csr_matrix]: - """Generate 3D HGP code.""" - r, c = p.shape - - id_r = sparse.identity(r, dtype=int) - id_c = sparse.identity(c, dtype=int) - id_n0 = sparse.identity(a_1.shape[0], dtype=int) - id_n1 = sparse.identity(a_2.shape[0], dtype=int) - id_n2 = sparse.identity(a_2.shape[1], dtype=int) - - d_1 = sparse.hstack((sparse.kron(a_1, id_r), sparse.kron(id_n0, p))) - - x = sparse.hstack((sparse.kron(a_2, id_r), sparse.kron(id_n1, p))) - y = sparse.kron(a_1, id_c) - dims = (y.shape[0], x.shape[1] - y.shape[1]) - z = sparse.hstack((csr_matrix(np.zeros(dims), dtype=int), y)) - d_2 = sparse.vstack((x, z)) - - d_3 = sparse.vstack((sparse.kron(id_n2, p), sparse.kron(a_2, id_c))) - - if not (sparse_all_zeros(d_1 @ d_2) and sparse_all_zeros(d_2 @ d_3)): - msg = "Error generating 3D code, boundary maps do not square to zero" - raise RuntimeError(msg) - - return d_1, d_2, d_3 # mx, hx, hzT # hx, hzT, mzT - - def create_outpath(codename: str) -> str: """Create output path for code.""" path = f"/codes/generated_codes/{codename}/" @@ -203,7 +116,7 @@ def create_code( # Extend to 3D HGP a1 = sparse.csr_matrix(code.hx) a2 = sparse.csr_matrix(code.hz.T) - res = generate_3d_product_code(a1, a2, sparse.csr_matrix(seed_codes[2])) + res = generate_sparse_3d_product_code(a1, a2, sparse.csr_matrix(seed_codes[2])) hx, hz_t, mz_t = res hz = hz_t.transpose() diff --git a/src/mqt/qecc/cc_decoder/__init__.py b/src/mqt/qecc/cc_decoder/__init__.py index 14fab6efc..8eb489f0e 100644 --- a/src/mqt/qecc/cc_decoder/__init__.py +++ b/src/mqt/qecc/cc_decoder/__init__.py @@ -9,9 +9,9 @@ from __future__ import annotations -from ..codes.color_code import ColorCode, LatticeType -from ..codes.hexagonal_color_code import HexagonalColorCode -from ..codes.square_octagon_color_code import SquareOctagonColorCode +from ..codes.constructions.color_codes.color_code import ColorCode, LatticeType +from ..codes.constructions.color_codes.hexagonal_color_code import HexagonalColorCode +from ..codes.constructions.color_codes.square_octagon_color_code import SquareOctagonColorCode from .comparison import tn_decoder from .utils import code_from_string diff --git a/src/mqt/qecc/cc_decoder/decoder.py b/src/mqt/qecc/cc_decoder/decoder.py index 05c304e60..2a7cfd013 100644 --- a/src/mqt/qecc/cc_decoder/decoder.py +++ b/src/mqt/qecc/cc_decoder/decoder.py @@ -26,7 +26,7 @@ import numpy.typing as npt from z3 import BoolRef, ModelRef - from ..codes.color_code import ColorCode + from ..codes.constructions.color_codes.color_code import ColorCode @dataclass diff --git a/src/mqt/qecc/cc_decoder/utils.py b/src/mqt/qecc/cc_decoder/utils.py index 057128185..77998a2f6 100644 --- a/src/mqt/qecc/cc_decoder/utils.py +++ b/src/mqt/qecc/cc_decoder/utils.py @@ -11,12 +11,12 @@ from typing import TYPE_CHECKING -from ..codes.color_code import LatticeType -from ..codes.hexagonal_color_code import HexagonalColorCode -from ..codes.square_octagon_color_code import SquareOctagonColorCode +from ..codes.constructions.color_codes.color_code import LatticeType +from ..codes.constructions.color_codes.hexagonal_color_code import HexagonalColorCode +from ..codes.constructions.color_codes.square_octagon_color_code import SquareOctagonColorCode if TYPE_CHECKING: - from ..codes.color_code import ColorCode + from ..codes.constructions.color_codes.color_code import ColorCode def code_from_string(lattice_type: str, distance: int) -> ColorCode: diff --git a/src/mqt/qecc/circuit_synthesis/circuits.py b/src/mqt/qecc/circuit_synthesis/circuits.py index 88549ef93..55257d7f7 100644 --- a/src/mqt/qecc/circuit_synthesis/circuits.py +++ b/src/mqt/qecc/circuit_synthesis/circuits.py @@ -17,7 +17,7 @@ from qiskit.transpiler.passes import RemoveResetInZeroState from ..codes import CSSCode, StabilizerCode -from ..codes.pauli import Pauli +from ..codes.core.pauli import Pauli from .circuit_utils import compose_circuits, num_two_qubit_gates, two_qubit_gate_depth if TYPE_CHECKING: # pragma: no cover diff --git a/src/mqt/qecc/circuit_synthesis/cnot.py b/src/mqt/qecc/circuit_synthesis/cnot.py index 68ed91939..bc3701a69 100644 --- a/src/mqt/qecc/circuit_synthesis/cnot.py +++ b/src/mqt/qecc/circuit_synthesis/cnot.py @@ -19,7 +19,7 @@ from mqt.qecc import mod2 -from ..codes.pauli import CheckMatrix +from ..codes.core.pauli import CheckMatrix from .elimination import ( CandidateGenerator, get_n, diff --git a/src/mqt/qecc/circuit_synthesis/elimination.py b/src/mqt/qecc/circuit_synthesis/elimination.py index a08a7f078..045285995 100644 --- a/src/mqt/qecc/circuit_synthesis/elimination.py +++ b/src/mqt/qecc/circuit_synthesis/elimination.py @@ -18,7 +18,7 @@ import numpy as np import stim -from ..codes.pauli import StabilizerTableau +from ..codes.core.pauli import StabilizerTableau from .operations import CNOT, Swap, Transvection logger = logging.getLogger(__name__) diff --git a/src/mqt/qecc/circuit_synthesis/encoding.py b/src/mqt/qecc/circuit_synthesis/encoding.py index a97fc49ce..3dc8948cd 100644 --- a/src/mqt/qecc/circuit_synthesis/encoding.py +++ b/src/mqt/qecc/circuit_synthesis/encoding.py @@ -19,7 +19,7 @@ from mqt.qecc import mod2 from ..codes import CSSCode -from ..codes.pauli import CheckMatrix, StabilizerTableau, complete_stabilizer_tableau_with_destabilizers +from ..codes.core.pauli import CheckMatrix, StabilizerTableau, complete_stabilizer_tableau_with_destabilizers from .circuits import CliffordIsometry, CNOTCircuit from .exact import ( Objective, diff --git a/src/mqt/qecc/circuit_synthesis/exact/encoding_depth.py b/src/mqt/qecc/circuit_synthesis/exact/encoding_depth.py index 37f0d4646..576c91349 100644 --- a/src/mqt/qecc/circuit_synthesis/exact/encoding_depth.py +++ b/src/mqt/qecc/circuit_synthesis/exact/encoding_depth.py @@ -27,7 +27,7 @@ if TYPE_CHECKING: import numpy.typing as npt - from ...codes.pauli import CheckMatrix, StabilizerTableau + from ...codes.core.pauli import CheckMatrix, StabilizerTableau from .gate_operations import SymbolicGateOperation diff --git a/src/mqt/qecc/circuit_synthesis/exact/encoding_gate_count.py b/src/mqt/qecc/circuit_synthesis/exact/encoding_gate_count.py index 4c71b11f1..4cf513169 100644 --- a/src/mqt/qecc/circuit_synthesis/exact/encoding_gate_count.py +++ b/src/mqt/qecc/circuit_synthesis/exact/encoding_gate_count.py @@ -27,7 +27,7 @@ if TYPE_CHECKING: import numpy.typing as npt - from ...codes.pauli import CheckMatrix, StabilizerTableau + from ...codes.core.pauli import CheckMatrix, StabilizerTableau from .gate_operations import SymbolicGateOperation diff --git a/src/mqt/qecc/circuit_synthesis/exact/encoding_interface.py b/src/mqt/qecc/circuit_synthesis/exact/encoding_interface.py index a89bd8b27..97b5c4d32 100644 --- a/src/mqt/qecc/circuit_synthesis/exact/encoding_interface.py +++ b/src/mqt/qecc/circuit_synthesis/exact/encoding_interface.py @@ -15,7 +15,7 @@ import numpy as np import z3 -from ...codes.pauli import CheckMatrix, StabilizerTableau +from ...codes.core.pauli import CheckMatrix, StabilizerTableau from .css_utils import determine_css_initializations from .encoding_depth import encode_clifford_depth, encode_css_depth from .encoding_gate_count import encode_clifford_gate_count, encode_css_gate_count diff --git a/src/mqt/qecc/circuit_synthesis/exact/initialization.py b/src/mqt/qecc/circuit_synthesis/exact/initialization.py index f9eea3a44..6b423da4a 100644 --- a/src/mqt/qecc/circuit_synthesis/exact/initialization.py +++ b/src/mqt/qecc/circuit_synthesis/exact/initialization.py @@ -16,7 +16,7 @@ import numpy.typing as npt import z3 - from ...codes.pauli import CheckMatrix, StabilizerTableau + from ...codes.core.pauli import CheckMatrix, StabilizerTableau def constrain_initial_clifford_tableau( diff --git a/src/mqt/qecc/circuit_synthesis/exact/search.py b/src/mqt/qecc/circuit_synthesis/exact/search.py index c7e5698e2..8619990b6 100644 --- a/src/mqt/qecc/circuit_synthesis/exact/search.py +++ b/src/mqt/qecc/circuit_synthesis/exact/search.py @@ -17,7 +17,7 @@ from mqt.qecc import mod2 -from ...codes.pauli import CheckMatrix, StabilizerTableau +from ...codes.core.pauli import CheckMatrix, StabilizerTableau from ..circuits import CliffordIsometry, CNOTCircuit from .encoding_interface import ( CliffordDepthEncoding, diff --git a/src/mqt/qecc/circuit_synthesis/exact/verification.py b/src/mqt/qecc/circuit_synthesis/exact/verification.py index bf5ebe276..1585fe1ba 100644 --- a/src/mqt/qecc/circuit_synthesis/exact/verification.py +++ b/src/mqt/qecc/circuit_synthesis/exact/verification.py @@ -14,7 +14,7 @@ import numpy as np from ...codes import StabilizerCode -from ...codes.pauli import CheckMatrix, Pauli, StabilizerTableau +from ...codes.core.pauli import CheckMatrix, Pauli, StabilizerTableau if TYPE_CHECKING: import numpy.typing as npt diff --git a/src/mqt/qecc/circuit_synthesis/operations.py b/src/mqt/qecc/circuit_synthesis/operations.py index 798d80c2c..3fbf293de 100644 --- a/src/mqt/qecc/circuit_synthesis/operations.py +++ b/src/mqt/qecc/circuit_synthesis/operations.py @@ -16,12 +16,12 @@ import numpy as np import stim -from ..codes.pauli import StabilizerTableau +from ..codes.core.pauli import StabilizerTableau if TYPE_CHECKING: import numpy.typing as npt - from ..codes.pauli import CheckMatrix + from ..codes.core.pauli import CheckMatrix from .types import BinaryMatrix diff --git a/src/mqt/qecc/circuit_synthesis/simulation.py b/src/mqt/qecc/circuit_synthesis/simulation.py index e227de3bc..58f8df185 100644 --- a/src/mqt/qecc/circuit_synthesis/simulation.py +++ b/src/mqt/qecc/circuit_synthesis/simulation.py @@ -32,7 +32,7 @@ import numpy.typing as npt import stim - from ..codes.css_code import CSSCode + from ..codes.core.css_code import CSSCode from .noise import NoiseModel diff --git a/src/mqt/qecc/circuit_synthesis/simulation_det.py b/src/mqt/qecc/circuit_synthesis/simulation_det.py index 6d68dc27d..1c98fc200 100644 --- a/src/mqt/qecc/circuit_synthesis/simulation_det.py +++ b/src/mqt/qecc/circuit_synthesis/simulation_det.py @@ -31,7 +31,7 @@ from qiskit.circuit import QuantumCircuit from qsample.callbacks import Callback, CallbackList # ty: ignore[unresolved-import] - from ..codes.css_code import CSSCode + from ..codes.core.css_code import CSSCode from .state_prep_det import DeterministicCorrection, DeterministicVerification diff --git a/src/mqt/qecc/circuit_synthesis/state_prep.py b/src/mqt/qecc/circuit_synthesis/state_prep.py index 6b848fb4b..0fba8076b 100644 --- a/src/mqt/qecc/circuit_synthesis/state_prep.py +++ b/src/mqt/qecc/circuit_synthesis/state_prep.py @@ -18,7 +18,7 @@ import z3 from qiskit.circuit import AncillaRegister, ClassicalRegister, QuantumCircuit, QuantumRegister -from ..codes.pauli import CheckMatrix +from ..codes.core.pauli import CheckMatrix from .circuits import CNOTCircuit from .encoding import cnot_encoding_circuit from .exact import Objective, SynthesisStatus, TargetKind, synthesize_isometry_exact @@ -39,7 +39,7 @@ import numpy.typing as npt - from ..codes.css_code import CSSCode + from ..codes.core.css_code import CSSCode class FaultyStatePrepCircuit: diff --git a/src/mqt/qecc/circuit_synthesis/strategy.py b/src/mqt/qecc/circuit_synthesis/strategy.py index adc203402..8c75801fc 100644 --- a/src/mqt/qecc/circuit_synthesis/strategy.py +++ b/src/mqt/qecc/circuit_synthesis/strategy.py @@ -15,7 +15,7 @@ from mqt.qecc import mod2 -from ..codes.pauli import CheckMatrix, StabilizerTableau +from ..codes.core.pauli import CheckMatrix, StabilizerTableau from .cnot import GreedyCNOTGenerator from .elimination import EliminationStrategy, ParallelFilter from .rollout import ( diff --git a/src/mqt/qecc/circuit_synthesis/synthesis.py b/src/mqt/qecc/circuit_synthesis/synthesis.py index 431a6f385..761746a68 100644 --- a/src/mqt/qecc/circuit_synthesis/synthesis.py +++ b/src/mqt/qecc/circuit_synthesis/synthesis.py @@ -12,7 +12,7 @@ from dataclasses import dataclass from typing import TYPE_CHECKING -from ..codes.pauli import CheckMatrix, StabilizerTableau +from ..codes.core.pauli import CheckMatrix, StabilizerTableau from . import strategy from .elimination import EliminationSequence, eliminate from .operations import CNOT diff --git a/src/mqt/qecc/circuit_synthesis/transvection.py b/src/mqt/qecc/circuit_synthesis/transvection.py index 1405b0d27..f5dad0649 100644 --- a/src/mqt/qecc/circuit_synthesis/transvection.py +++ b/src/mqt/qecc/circuit_synthesis/transvection.py @@ -17,7 +17,7 @@ from mqt.qecc import mod2 -from ..codes.pauli import StabilizerTableau +from ..codes.core.pauli import StabilizerTableau from .elimination import CandidateGenerator, EliminationSequence, get_n from .operations import PauliOperation, SingleQubitClifford, Swap, Transvection diff --git a/src/mqt/qecc/circuit_synthesis/types.py b/src/mqt/qecc/circuit_synthesis/types.py index e8ad19a95..34e691f34 100644 --- a/src/mqt/qecc/circuit_synthesis/types.py +++ b/src/mqt/qecc/circuit_synthesis/types.py @@ -9,7 +9,7 @@ from __future__ import annotations -from ..codes.pauli import CheckMatrix, StabilizerTableau +from ..codes.core.pauli import CheckMatrix, StabilizerTableau # Type alias for matrices that can be used in elimination BinaryMatrix = CheckMatrix | StabilizerTableau diff --git a/src/mqt/qecc/codes/__init__.py b/src/mqt/qecc/codes/__init__.py index 6d618b68e..4e6b55cf8 100644 --- a/src/mqt/qecc/codes/__init__.py +++ b/src/mqt/qecc/codes/__init__.py @@ -9,15 +9,19 @@ from __future__ import annotations -from .bb_codes import construct_bb_code -from .color_code import ColorCode, LatticeType -from .concatenation import ConcatenatedCode, ConcatenatedCSSCode -from .constructions import construct_iceberg_code, construct_many_hypercube_code, construct_quantum_hamming_code -from .css_code import CSSCode, InvalidCSSCodeError -from .hexagonal_color_code import HexagonalColorCode -from .rotated_surface_code import InvalidDistanceError, RotatedSurfaceCode -from .square_octagon_color_code import SquareOctagonColorCode -from .stabilizer_code import InvalidStabilizerCodeError, StabilizerCode +from .constructions.bb_codes import construct_bb_code +from .constructions.color_codes.color_code import ColorCode, LatticeType +from .constructions.color_codes.hexagonal_color_code import HexagonalColorCode +from .constructions.color_codes.square_octagon_color_code import SquareOctagonColorCode +from .constructions.concatenation import ConcatenatedCode, ConcatenatedCSSCode +from .constructions.constructions import ( + construct_iceberg_code, + construct_many_hypercube_code, + construct_quantum_hamming_code, +) +from .constructions.rotated_surface_code import InvalidDistanceError, RotatedSurfaceCode +from .core.css_code import CSSCode, InvalidCSSCodeError +from .core.stabilizer_code import InvalidStabilizerCodeError, StabilizerCode __all__ = [ "CSSCode", diff --git a/src/mqt/qecc/codes/cc_4_8_8_d5/hx.npy b/src/mqt/qecc/codes/cc_4_8_8_d5/hx.npy deleted file mode 100644 index bad457128..000000000 Binary files a/src/mqt/qecc/codes/cc_4_8_8_d5/hx.npy and /dev/null differ diff --git a/src/mqt/qecc/codes/cc_4_8_8_d5/hz.npy b/src/mqt/qecc/codes/cc_4_8_8_d5/hz.npy deleted file mode 100644 index bad457128..000000000 Binary files a/src/mqt/qecc/codes/cc_4_8_8_d5/hz.npy and /dev/null differ diff --git a/src/mqt/qecc/codes/constructions/__init__.py b/src/mqt/qecc/codes/constructions/__init__.py new file mode 100644 index 000000000..21fcd95e4 --- /dev/null +++ b/src/mqt/qecc/codes/constructions/__init__.py @@ -0,0 +1,8 @@ +# Copyright (c) 2023 - 2026 Chair for Design Automation, TUM +# All rights reserved. +# +# SPDX-License-Identifier: MIT +# +# Licensed under the MIT License + +"""Concrete code families and construction utilities.""" diff --git a/src/mqt/qecc/codes/bb_codes.py b/src/mqt/qecc/codes/constructions/bb_codes.py similarity index 97% rename from src/mqt/qecc/codes/bb_codes.py rename to src/mqt/qecc/codes/constructions/bb_codes.py index ff5e5405f..cee8c05f3 100644 --- a/src/mqt/qecc/codes/bb_codes.py +++ b/src/mqt/qecc/codes/constructions/bb_codes.py @@ -13,7 +13,7 @@ import numpy as np -from .css_code import CSSCode, InvalidCSSCodeError +from ..core.css_code import CSSCode, InvalidCSSCodeError if TYPE_CHECKING: # pragma: no cover import numpy.typing as npt diff --git a/src/mqt/qecc/codes/constructions/color_codes/__init__.py b/src/mqt/qecc/codes/constructions/color_codes/__init__.py new file mode 100644 index 000000000..cadced227 --- /dev/null +++ b/src/mqt/qecc/codes/constructions/color_codes/__init__.py @@ -0,0 +1,8 @@ +# Copyright (c) 2023 - 2026 Chair for Design Automation, TUM +# All rights reserved. +# +# SPDX-License-Identifier: MIT +# +# Licensed under the MIT License + +"""Color codes and their constructions.""" diff --git a/src/mqt/qecc/codes/color_code.py b/src/mqt/qecc/codes/constructions/color_codes/color_code.py similarity index 98% rename from src/mqt/qecc/codes/color_code.py rename to src/mqt/qecc/codes/constructions/color_codes/color_code.py index 1cb95c5f2..b80deb6e2 100644 --- a/src/mqt/qecc/codes/color_code.py +++ b/src/mqt/qecc/codes/constructions/color_codes/color_code.py @@ -14,7 +14,7 @@ import numpy as np -from .css_code import CSSCode +from ...core.css_code import CSSCode if TYPE_CHECKING: import numpy.typing as npt diff --git a/src/mqt/qecc/codes/hexagonal_color_code.py b/src/mqt/qecc/codes/constructions/color_codes/hexagonal_color_code.py similarity index 100% rename from src/mqt/qecc/codes/hexagonal_color_code.py rename to src/mqt/qecc/codes/constructions/color_codes/hexagonal_color_code.py diff --git a/src/mqt/qecc/codes/square_octagon_color_code.py b/src/mqt/qecc/codes/constructions/color_codes/square_octagon_color_code.py similarity index 100% rename from src/mqt/qecc/codes/square_octagon_color_code.py rename to src/mqt/qecc/codes/constructions/color_codes/square_octagon_color_code.py diff --git a/src/mqt/qecc/codes/concatenation.py b/src/mqt/qecc/codes/constructions/concatenation.py similarity index 97% rename from src/mqt/qecc/codes/concatenation.py rename to src/mqt/qecc/codes/constructions/concatenation.py index 32e147e80..07d462af8 100644 --- a/src/mqt/qecc/codes/concatenation.py +++ b/src/mqt/qecc/codes/constructions/concatenation.py @@ -14,10 +14,10 @@ import numpy as np -from .css_code import CSSCode -from .pauli import Pauli -from .stabilizer_code import InvalidStabilizerCodeError, StabilizerCode -from .symplectic import SymplecticVector +from ..core.css_code import CSSCode +from ..core.pauli import Pauli +from ..core.stabilizer_code import InvalidStabilizerCodeError, StabilizerCode +from ..core.symplectic import SymplecticVector if TYPE_CHECKING: import numpy.typing as npt diff --git a/src/mqt/qecc/codes/constructions.py b/src/mqt/qecc/codes/constructions/constructions.py similarity index 98% rename from src/mqt/qecc/codes/constructions.py rename to src/mqt/qecc/codes/constructions/constructions.py index 87ab2cef5..c4b574b44 100644 --- a/src/mqt/qecc/codes/constructions.py +++ b/src/mqt/qecc/codes/constructions/constructions.py @@ -13,7 +13,7 @@ import numpy as np -from .css_code import CSSCode +from ..core.css_code import CSSCode if TYPE_CHECKING: import numpy.typing as npt diff --git a/src/mqt/qecc/codes/constructions/hypergraph_product_code.py b/src/mqt/qecc/codes/constructions/hypergraph_product_code.py new file mode 100644 index 000000000..6c2a31048 --- /dev/null +++ b/src/mqt/qecc/codes/constructions/hypergraph_product_code.py @@ -0,0 +1,259 @@ +# Copyright (c) 2023 - 2026 Chair for Design Automation, TUM +# All rights reserved. +# +# SPDX-License-Identifier: MIT +# +# Licensed under the MIT License + +"""Hypergraph product code constructions (3D and 4D, dense and sparse).""" + +from __future__ import annotations + +from typing import TYPE_CHECKING + +import numpy as np +import scipy.sparse as scs +from scipy import sparse +from scipy.sparse import csr_matrix + +if TYPE_CHECKING: + from numpy.typing import NDArray + + +def _is_all_zeros(array: NDArray[np.int32]) -> bool: + """Check if array is all zeros.""" + return not np.any(array) + + +def _sparse_all_zeros(mat: csr_matrix) -> bool: + """Check if a sparse matrix is all zeros over GF(2), without mutating it.""" + return not np.any(mat.data % 2) + + +def _run_sparse_checks_scipy(d_1: csr_matrix, d_2: csr_matrix, d_3: csr_matrix, d_4: csr_matrix) -> None: + """Run checks on the boundary maps.""" + if not (_sparse_all_zeros(d_1 @ d_2) and _sparse_all_zeros(d_2 @ d_3) and _sparse_all_zeros(d_3 @ d_4)): + msg = "Error generating 4D code, boundary maps do not square to zero" + raise RuntimeError(msg) + + +def _run_checks_scipy( + d_1: NDArray[np.int32], d_2: NDArray[np.int32], d_3: NDArray[np.int32], d_4: NDArray[np.int32] +) -> None: + """Run checks on the boundary maps.""" + sd_1 = scs.csr_matrix(d_1) + sd_2 = scs.csr_matrix(d_2) + sd_3 = scs.csr_matrix(d_3) + sd_4 = scs.csr_matrix(d_4) + + if not (_sparse_all_zeros(sd_1 @ sd_2) and _sparse_all_zeros(sd_2 @ sd_3) and _sparse_all_zeros(sd_3 @ sd_4)): + msg = "Error generating 4D code, boundary maps do not square to zero" + raise RuntimeError(msg) + + +def generate_4d_product_code( + a_1: NDArray[np.int32], + a_2: NDArray[np.int32], + a_3: NDArray[np.int32], + p: NDArray[np.int32], + *, + checks: bool = True, +) -> tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]]: + """Generate the boundary maps of a 4D hypergraph product code (dense). + + Builds the 4D chain complex from the boundary maps ``a_1, a_2, a_3`` of a + 3D input complex and a classical seed parity-check matrix ``p``. The inputs + must be compatible, i.e. consecutive maps compose to zero over GF(2). + + Args: + a_1: First boundary map of the 3D input complex. + a_2: Second boundary map of the 3D input complex. + a_3: Third boundary map of the 3D input complex. + p: Parity-check matrix of the classical seed code. + checks: If ``True``, verify that the resulting boundary maps square to + zero over GF(2). + + Returns: + The four boundary maps ``(mx, hx, hz^T, mz^T)`` of the 4D complex. + + Raises: + RuntimeError: If ``checks`` is enabled and the boundary maps do not + square to zero. + """ + r, c = p.shape + id_r: NDArray[np.int32] = np.identity(r, dtype=np.int32) + id_c: NDArray[np.int32] = np.identity(c, dtype=np.int32) + id_n0: NDArray[np.int32] = np.identity(a_1.shape[0], dtype=np.int32) + id_n1: NDArray[np.int32] = np.identity(a_2.shape[0], dtype=np.int32) + id_n2: NDArray[np.int32] = np.identity(a_3.shape[0], dtype=np.int32) + id_n3: NDArray[np.int32] = np.identity(a_3.shape[1], dtype=np.int32) + + d_1: NDArray[np.int32] = np.hstack((np.kron(a_1, id_r), np.kron(id_n0, p))).astype(np.int32) + + x = np.hstack((np.kron(a_2, id_r), np.kron(id_n1, p))) + y = np.kron(a_1, id_c) + dims = (y.shape[0], x.shape[1] - y.shape[1]) + z = np.hstack((np.zeros(dims, dtype=np.int32), y)) + d_2 = np.vstack((x, z)) + + x = np.hstack((np.kron(a_3, id_r), np.kron(id_n2, p))) + y = np.kron(a_2, id_c) + dims = (y.shape[0], x.shape[1] - y.shape[1]) + z = np.hstack((np.zeros(dims, dtype=np.int32), y)) + d_3: NDArray[np.int32] = np.vstack((x, z)).astype(np.int32) + + d_4: NDArray[np.int32] = np.vstack((np.kron(id_n3, p), np.kron(a_3, id_c))) + + if checks: + _run_checks_scipy(d_1, d_2, d_3, d_4) + + return d_1, d_2, d_3, d_4 + + +def generate_3d_product_code( + a_1: NDArray[np.int32], a_2: NDArray[np.int32], p: NDArray[np.int32] +) -> tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]]: + """Generate the boundary maps of a 3D hypergraph product code (dense). + + Builds the 3D chain complex from the boundary maps ``a_1, a_2`` of a 2D + input complex and a classical seed parity-check matrix ``p``. The inputs + must be compatible, i.e. ``a_1 @ a_2`` is zero over GF(2). + + Args: + a_1: First boundary map of the 2D input complex. + a_2: Second boundary map of the 2D input complex. + p: Parity-check matrix of the classical seed code. + + Returns: + The three boundary maps ``(hx, hz^T, mz^T)`` of the 3D complex. + + Raises: + RuntimeError: If the boundary maps do not square to zero over GF(2). + """ + r, c = p.shape + id_r: NDArray[np.int32] = np.identity(r, dtype=np.int32) + id_c: NDArray[np.int32] = np.identity(c, dtype=np.int32) + id_n0: NDArray[np.int32] = np.identity(a_1.shape[0], dtype=np.int32) + id_n1: NDArray[np.int32] = np.identity(a_2.shape[0], dtype=np.int32) + id_n2: NDArray[np.int32] = np.identity(a_2.shape[1], dtype=np.int32) + + d_1: NDArray[np.int32] = np.hstack((np.kron(a_1, id_r), np.kron(id_n0, p))) + + x = np.hstack((np.kron(a_2, id_r), np.kron(id_n1, p))) + y = np.kron(a_1, id_c) + dims = (y.shape[0], x.shape[1] - y.shape[1]) + z = np.hstack((np.zeros(dims, dtype=np.int32), y)) + d_2: NDArray[np.int32] = np.vstack((x, z)) + + d_3: NDArray[np.int32] = np.vstack((np.kron(id_n2, p), np.kron(a_2, id_c))) + + if not (_is_all_zeros(d_1 @ d_2 % 2) and _is_all_zeros(d_2 @ d_3 % 2)): + msg = "Error generating 3D code, boundary maps do not square to zero" + raise RuntimeError(msg) + + return d_1, d_2, d_3 + + +def generate_sparse_4d_product_code( + a_1: csr_matrix, + a_2: csr_matrix, + a_3: csr_matrix, + p: csr_matrix, + *, + checks: bool = True, +) -> tuple[csr_matrix, csr_matrix, csr_matrix, csr_matrix]: + """Generate the boundary maps of a 4D hypergraph product code (sparse). + + Sparse counterpart of :func:`generate_4d_product_code`; see there for the + input requirements. + + Args: + a_1: First boundary map of the 3D input complex. + a_2: Second boundary map of the 3D input complex. + a_3: Third boundary map of the 3D input complex. + p: Parity-check matrix of the classical seed code. + checks: If ``True``, verify that the resulting boundary maps square to + zero over GF(2). + + Returns: + The four boundary maps ``(mx, hx, hz^T, mz^T)`` of the 4D complex. + + Raises: + RuntimeError: If ``checks`` is enabled and the boundary maps do not + square to zero. + """ + r, c = p.shape + + id_r = sparse.identity(r, dtype=np.int32) + id_c = sparse.identity(c, dtype=np.int32) + id_n0 = sparse.identity(a_1.shape[0], dtype=np.int32) + id_n1 = sparse.identity(a_2.shape[0], dtype=np.int32) + id_n2 = sparse.identity(a_3.shape[0], dtype=np.int32) + id_n3 = sparse.identity(a_3.shape[1], dtype=np.int32) + + d_1 = sparse.hstack((sparse.kron(a_1, id_r), sparse.kron(id_n0, p))) + + x = sparse.hstack((sparse.kron(a_2, id_r), sparse.kron(id_n1, p))) + y = sparse.kron(a_1, id_c) + dims = (y.shape[0], x.shape[1] - y.shape[1]) + nmat = csr_matrix(dims, dtype=np.int32) + z = sparse.hstack((nmat, y)) + d_2 = sparse.vstack((x, z)) + + x = sparse.hstack((sparse.kron(a_3, id_r), sparse.kron(id_n2, p))) + y = sparse.kron(a_2, id_c) + dims = (y.shape[0], x.shape[1] - y.shape[1]) + mat = csr_matrix(dims, dtype=np.int32) + z = sparse.hstack([mat, y]) + d_3 = sparse.vstack((x, z)) + + d_4 = sparse.vstack((sparse.kron(id_n3, p), sparse.kron(a_3, id_c))) + + if checks: + _run_sparse_checks_scipy(d_1, d_2, d_3, d_4) + + return d_1, d_2, d_3, d_4 + + +def generate_sparse_3d_product_code( + a_1: csr_matrix, a_2: csr_matrix, p: csr_matrix +) -> tuple[csr_matrix, csr_matrix, csr_matrix]: + """Generate the boundary maps of a 3D hypergraph product code (sparse). + + Sparse counterpart of :func:`generate_3d_product_code`; see there for the + input requirements. + + Args: + a_1: First boundary map of the 2D input complex. + a_2: Second boundary map of the 2D input complex. + p: Parity-check matrix of the classical seed code. + + Returns: + The three boundary maps ``(hx, hz^T, mz^T)`` of the 3D complex. + + Raises: + RuntimeError: If the boundary maps do not square to zero over GF(2). + """ + r, c = p.shape + + id_r = sparse.identity(r, dtype=np.int32) + id_c = sparse.identity(c, dtype=np.int32) + id_n0 = sparse.identity(a_1.shape[0], dtype=np.int32) + id_n1 = sparse.identity(a_2.shape[0], dtype=np.int32) + id_n2 = sparse.identity(a_2.shape[1], dtype=np.int32) + + d_1 = sparse.hstack((sparse.kron(a_1, id_r), sparse.kron(id_n0, p))) + + x = sparse.hstack((sparse.kron(a_2, id_r), sparse.kron(id_n1, p))) + y = sparse.kron(a_1, id_c) + dims = (y.shape[0], x.shape[1] - y.shape[1]) + z = sparse.hstack((csr_matrix(dims, dtype=np.int32), y)) + d_2 = sparse.vstack((x, z)) + + d_3 = sparse.vstack((sparse.kron(id_n2, p), sparse.kron(a_2, id_c))) + + if not (_sparse_all_zeros(d_1 @ d_2) and _sparse_all_zeros(d_2 @ d_3)): + msg = "Error generating 3D code, boundary maps do not square to zero" + raise RuntimeError(msg) + + return d_1, d_2, d_3 # hx, hz^T, mz^T diff --git a/src/mqt/qecc/codes/rotated_surface_code.py b/src/mqt/qecc/codes/constructions/rotated_surface_code.py similarity index 98% rename from src/mqt/qecc/codes/rotated_surface_code.py rename to src/mqt/qecc/codes/constructions/rotated_surface_code.py index ca888e2d0..0d570d151 100644 --- a/src/mqt/qecc/codes/rotated_surface_code.py +++ b/src/mqt/qecc/codes/constructions/rotated_surface_code.py @@ -13,7 +13,7 @@ import numpy as np -from .css_code import CSSCode +from ..core.css_code import CSSCode if TYPE_CHECKING: from numpy.typing import NDArray diff --git a/src/mqt/qecc/codes/core/__init__.py b/src/mqt/qecc/codes/core/__init__.py new file mode 100644 index 000000000..5e2c26694 --- /dev/null +++ b/src/mqt/qecc/codes/core/__init__.py @@ -0,0 +1,8 @@ +# Copyright (c) 2023 - 2026 Chair for Design Automation, TUM +# All rights reserved. +# +# SPDX-License-Identifier: MIT +# +# Licensed under the MIT License + +"""Core representations for quantum error-correcting codes.""" diff --git a/src/mqt/qecc/codes/css_code.py b/src/mqt/qecc/codes/core/css_code.py similarity index 92% rename from src/mqt/qecc/codes/css_code.py rename to src/mqt/qecc/codes/core/css_code.py index 1029887d3..19fff8c95 100644 --- a/src/mqt/qecc/codes/css_code.py +++ b/src/mqt/qecc/codes/core/css_code.py @@ -186,7 +186,7 @@ def get_trivial_code(cls, n: int) -> CSSCode: return CSSCode(None, None, 1, n=n) @staticmethod - def from_code_name(code_name: str, distance: int | None = None) -> CSSCode: + def from_code_name(code_name: str) -> CSSCode: r"""Return CSSCode object for a known code. The following codes are supported: @@ -194,25 +194,18 @@ def from_code_name(code_name: str, distance: int | None = None) -> CSSCode: - [[15, 1, 3]] tetrahedral code (\"Tetrahedral\") - [[9, 1, 3]] Shore code (\"Shor\") - [[12, 2, 4]] Carbon Code (\"Carbon\") - - [[9, 1, 3]] rotated surface code (\"Surface, 3\"), also default when no distance is given - - [[25, 1, 5]] rotated surface code (\"Surface, 5\") - - [[15, 7, 3]] Hamming code (\"Hamming\") - [[23, 1, 7]] golay code (\"Golay\") Args: code_name: The name of the code. - distance: The distance of the code. """ - prefix = (Path(__file__) / "../").resolve() + prefix = (Path(__file__) / "../../instances/").resolve() paths = { "steane": prefix / "steane/", "tetrahedral": prefix / "tetrahedral/", "shor": prefix / "shor/", - "surface_3": prefix / "rotated_surface_d3/", - "surface_5": prefix / "rotated_surface_d5/", "golay": prefix / "golay/", "carbon": prefix / "carbon/", - "hamming": prefix / "hamming_15/", } distances = { @@ -220,32 +213,19 @@ def from_code_name(code_name: str, distance: int | None = None) -> CSSCode: "tetrahedral": (7, 3), "shor": (3, 3), "golay": (7, 7), - "surface_3": (3, 3), - "surface_5": (5, 5), "carbon": (4, 4), - "hamming": (3, 3), } # X, Z distances code_name = code_name.lower() - if code_name == "surface": - if distance is None: - distance = 3 - code_name += f"_{distance}" - - if code_name in paths: - hx = np.load(paths[code_name] / "hx.npy") - hz = np.load(paths[code_name] / "hz.npy") - - if code_name in distances: - x_distance, z_distance = distances[code_name] - distance = min(x_distance, z_distance) - return CSSCode(hx, hz, distance, x_distance=x_distance, z_distance=z_distance) - - if distance is None: - msg = f"Distance is not specified for {code_name}" - raise InvalidCSSCodeError(msg) - msg = f"Unknown code name: {code_name}" - raise InvalidCSSCodeError(msg) + if code_name not in paths: + msg = f"Unknown code name: {code_name}" + raise InvalidCSSCodeError(msg) + + hx = np.load(paths[code_name] / "hx.npy") + hz = np.load(paths[code_name] / "hz.npy") + x_distance, z_distance = distances[code_name] + distance = min(x_distance, z_distance) + return CSSCode(hx, hz, distance, x_distance=x_distance, z_distance=z_distance) @classmethod def from_file(cls, file_path: str | Path) -> CSSCode: diff --git a/src/mqt/qecc/codes/pauli.py b/src/mqt/qecc/codes/core/pauli.py similarity index 100% rename from src/mqt/qecc/codes/pauli.py rename to src/mqt/qecc/codes/core/pauli.py diff --git a/src/mqt/qecc/codes/stabilizer_code.py b/src/mqt/qecc/codes/core/stabilizer_code.py similarity index 99% rename from src/mqt/qecc/codes/stabilizer_code.py rename to src/mqt/qecc/codes/core/stabilizer_code.py index 34753a6d1..d6861bfb8 100644 --- a/src/mqt/qecc/codes/stabilizer_code.py +++ b/src/mqt/qecc/codes/core/stabilizer_code.py @@ -21,7 +21,7 @@ if TYPE_CHECKING: import numpy.typing as npt - from mqt.qecc.codes.symplectic import SymplecticVector + from mqt.qecc.codes.core.symplectic import SymplecticVector class StabilizerCode: diff --git a/src/mqt/qecc/codes/symplectic.py b/src/mqt/qecc/codes/core/symplectic.py similarity index 100% rename from src/mqt/qecc/codes/symplectic.py rename to src/mqt/qecc/codes/core/symplectic.py diff --git a/src/mqt/qecc/codes/hamming_15/hx.npy b/src/mqt/qecc/codes/hamming_15/hx.npy deleted file mode 100644 index eb25185f2..000000000 Binary files a/src/mqt/qecc/codes/hamming_15/hx.npy and /dev/null differ diff --git a/src/mqt/qecc/codes/hamming_15/hz.npy b/src/mqt/qecc/codes/hamming_15/hz.npy deleted file mode 100644 index eb25185f2..000000000 Binary files a/src/mqt/qecc/codes/hamming_15/hz.npy and /dev/null differ diff --git a/src/mqt/qecc/codes/instances/README.md b/src/mqt/qecc/codes/instances/README.md new file mode 100644 index 000000000..2ae08d32a --- /dev/null +++ b/src/mqt/qecc/codes/instances/README.md @@ -0,0 +1,41 @@ +# Hard-coded code instances + +This directory holds concrete quantum error-correcting code instances that ship +with the package because they cannot (easily) be generated on the fly or are +convenient to have immediately available. It is the `instances/` layer of +`mqt.qecc.codes` (see also `core/` and `constructions/`). + +## Named CSS codes + +Each of the following sub-directories stores a code as two NumPy arrays, +`hx.npy` and `hz.npy` (the X- and Z-check matrices): + +| Directory | Code | +| -------------- | -------------------------- | +| `steane/` | `[[7, 1, 3]]` Steane | +| `shor/` | `[[9, 1, 3]]` Shor | +| `tetrahedral/` | `[[15, 1, 3]]` tetrahedral | +| `carbon/` | `[[12, 2, 4]]` carbon | +| `golay/` | `[[23, 1, 7]]` Golay | + +These are the codes returned by `CSSCode.from_code_name(...)`, e.g. +`CSSCode.from_code_name("Steane")`. + +## `lifted_product/` + +Pre-generated check matrices for lifted-product codes, stored as sparse +`.npz` arrays. File names follow `lp_l=_h{x,z}.npz`. + +## `misc/` + +Example codes stored in the human-readable text formats accepted by +`CSSCode.from_file(...)`. They double as fixtures for the supported formats: + +| File | Format | +| ------------ | ---------------------------------------------------- | +| `8_3_3.txt` | Pauli-string stabilizers (one per line) | +| `15_3_5.txt` | Python list notation (`[[1,0,...], ...]`) | +| `30_6_5.txt` | NumPy-array notation (space-separated `[[1 0 ...]]`) | + +File names follow the `n_k_d` convention (physical qubits, logical qubits, +distance). diff --git a/src/mqt/qecc/codes/carbon/hx.npy b/src/mqt/qecc/codes/instances/carbon/hx.npy similarity index 100% rename from src/mqt/qecc/codes/carbon/hx.npy rename to src/mqt/qecc/codes/instances/carbon/hx.npy diff --git a/src/mqt/qecc/codes/carbon/hz.npy b/src/mqt/qecc/codes/instances/carbon/hz.npy similarity index 100% rename from src/mqt/qecc/codes/carbon/hz.npy rename to src/mqt/qecc/codes/instances/carbon/hz.npy diff --git a/src/mqt/qecc/codes/golay/hx.npy b/src/mqt/qecc/codes/instances/golay/hx.npy similarity index 100% rename from src/mqt/qecc/codes/golay/hx.npy rename to src/mqt/qecc/codes/instances/golay/hx.npy diff --git a/src/mqt/qecc/codes/golay/hz.npy b/src/mqt/qecc/codes/instances/golay/hz.npy similarity index 100% rename from src/mqt/qecc/codes/golay/hz.npy rename to src/mqt/qecc/codes/instances/golay/hz.npy diff --git a/src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=16_hx.npz b/src/mqt/qecc/codes/instances/lifted_product/lp_l=16_hx.npz similarity index 100% rename from src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=16_hx.npz rename to src/mqt/qecc/codes/instances/lifted_product/lp_l=16_hx.npz diff --git a/src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=16_hz.npz b/src/mqt/qecc/codes/instances/lifted_product/lp_l=16_hz.npz similarity index 100% rename from src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=16_hz.npz rename to src/mqt/qecc/codes/instances/lifted_product/lp_l=16_hz.npz diff --git a/src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=21_hx.npz b/src/mqt/qecc/codes/instances/lifted_product/lp_l=21_hx.npz similarity index 100% rename from src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=21_hx.npz rename to src/mqt/qecc/codes/instances/lifted_product/lp_l=21_hx.npz diff --git a/src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=21_hz.npz b/src/mqt/qecc/codes/instances/lifted_product/lp_l=21_hz.npz similarity index 100% rename from src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=21_hz.npz rename to src/mqt/qecc/codes/instances/lifted_product/lp_l=21_hz.npz diff --git a/src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=30_hx.npz b/src/mqt/qecc/codes/instances/lifted_product/lp_l=30_hx.npz similarity index 100% rename from src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=30_hx.npz rename to src/mqt/qecc/codes/instances/lifted_product/lp_l=30_hx.npz diff --git a/src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=30_hz.npz b/src/mqt/qecc/codes/instances/lifted_product/lp_l=30_hz.npz similarity index 100% rename from src/mqt/qecc/analog_information_decoding/codes/lifted_product/lp_l=30_hz.npz rename to src/mqt/qecc/codes/instances/lifted_product/lp_l=30_hz.npz diff --git a/scripts/encoding_circuits/codes/non_css/15_3_5.txt b/src/mqt/qecc/codes/instances/misc/15_3_5.txt similarity index 100% rename from scripts/encoding_circuits/codes/non_css/15_3_5.txt rename to src/mqt/qecc/codes/instances/misc/15_3_5.txt diff --git a/scripts/encoding_circuits/codes/css/30_6_5.txt b/src/mqt/qecc/codes/instances/misc/30_6_5.txt similarity index 100% rename from scripts/encoding_circuits/codes/css/30_6_5.txt rename to src/mqt/qecc/codes/instances/misc/30_6_5.txt diff --git a/scripts/encoding_circuits/codes/non_css/8_3_3.txt b/src/mqt/qecc/codes/instances/misc/8_3_3.txt similarity index 100% rename from scripts/encoding_circuits/codes/non_css/8_3_3.txt rename to src/mqt/qecc/codes/instances/misc/8_3_3.txt diff --git a/src/mqt/qecc/codes/shor/hx.npy b/src/mqt/qecc/codes/instances/shor/hx.npy similarity index 100% rename from src/mqt/qecc/codes/shor/hx.npy rename to src/mqt/qecc/codes/instances/shor/hx.npy diff --git a/src/mqt/qecc/codes/shor/hz.npy b/src/mqt/qecc/codes/instances/shor/hz.npy similarity index 100% rename from src/mqt/qecc/codes/shor/hz.npy rename to src/mqt/qecc/codes/instances/shor/hz.npy diff --git a/src/mqt/qecc/codes/steane/hx.npy b/src/mqt/qecc/codes/instances/steane/hx.npy similarity index 100% rename from src/mqt/qecc/codes/steane/hx.npy rename to src/mqt/qecc/codes/instances/steane/hx.npy diff --git a/src/mqt/qecc/codes/steane/hz.npy b/src/mqt/qecc/codes/instances/steane/hz.npy similarity index 100% rename from src/mqt/qecc/codes/steane/hz.npy rename to src/mqt/qecc/codes/instances/steane/hz.npy diff --git a/src/mqt/qecc/codes/tetrahedral/hx.npy 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file mode 100644 index b456ca419..000000000 Binary files a/src/mqt/qecc/codes/rotated_surface_d5/hx.npy and /dev/null differ diff --git a/src/mqt/qecc/codes/rotated_surface_d5/hz.npy b/src/mqt/qecc/codes/rotated_surface_d5/hz.npy deleted file mode 100644 index ef8c85322..000000000 Binary files a/src/mqt/qecc/codes/rotated_surface_d5/hz.npy and /dev/null differ diff --git a/tests/analog_info/test_sparse_code_constructor.py b/tests/analog_info/test_sparse_code_constructor.py new file mode 100644 index 000000000..613e60cb7 --- /dev/null +++ b/tests/analog_info/test_sparse_code_constructor.py @@ -0,0 +1,79 @@ +# Copyright (c) 2023 - 2026 Chair for Design Automation, TUM +# All rights reserved. +# +# SPDX-License-Identifier: MIT +# +# Licensed under the MIT License + +"""Tests for the sparse code constructor's use of the centralized HGP builder.""" + +from __future__ import annotations + +import warnings +from types import SimpleNamespace +from typing import TYPE_CHECKING + +import numpy as np +import pytest +from scipy.sparse import csr_matrix + +# `sparse_code_constructor` imports `bposd`, whose source contains invalid escape +# sequences. These raise a DeprecationWarning (Python <= 3.11) or a SyntaxWarning +# (>= 3.12), and the exact message wording also changed across versions; under the +# project's ``filterwarnings = ["error"]`` config any of them would turn the import +# into a collection error. Ignore by warning category (robust across all supported +# Python versions) while importing the module under test. +with warnings.catch_warnings(): + warnings.simplefilter("ignore", DeprecationWarning) + warnings.simplefilter("ignore", SyntaxWarning) + import mqt.qecc.analog_information_decoding.code_construction.sparse_code_constructor as scc + +if TYPE_CHECKING: + from numpy.typing import NDArray + + +def test_create_code_builds_valid_css_code_via_sparse_3d(monkeypatch: pytest.MonkeyPatch) -> None: + """`create_code` must route through `generate_sparse_3d_product_code` and yield a valid CSS code. + + This pins down the wiring after the HGP builders were centralized into + `codes.constructions.hypergraph_product_code`: `create_code` extends the + seed hypergraph-product code to a 3D product code and treats the first two + returned boundary maps as the (Hx, Hz) of a CSS code. A valid CSS code + requires ``Hx @ Hz.T == 0`` over GF(2). + + The bposd hypergraph product and the file/subprocess side effects are + stubbed out so the test is deterministic and touches neither external + solvers nor the filesystem. + """ + # Stand in for the bposd hypergraph product with a fixed valid 2-complex + # (Hx @ Hz.T = 0 mod 2), so `create_code` gets well-formed boundary maps. + hx_seed = np.array([[1, 1]], dtype=np.int32) + hz_seed = np.array([[1, 1], [1, 1]], dtype=np.int32) + monkeypatch.setattr(scc, "hgp", lambda _h1, _h2: SimpleNamespace(hx=hx_seed, hz=hz_seed)) + + captured: dict[str, NDArray[np.int32]] = {} + + def _capture(hx: NDArray[np.int32], hz: NDArray[np.int32], _codename: str) -> None: + captured["hx"] = np.asarray(hx) + captured["hz"] = np.asarray(hz) + + # Redirect the terminal write step so nothing is persisted to disk. + monkeypatch.setattr(scc, "_store_code_params", _capture) + + p = csr_matrix(np.array([[1, 1]], dtype=np.int32)) + # seed_codes[0:2] are consumed by the stubbed `hgp`; seed_codes[2] (`p`) drives the + # 3D extension. Pass them all as csr_matrix to match the `list[csr_matrix]` signature. + scc.create_code("hgp", [csr_matrix(hx_seed), csr_matrix(hz_seed), p], "unit_test_code") + + hx, hz = captured["hx"], captured["hz"] + assert hx.size > 0 + assert hx.shape[1] == hz.shape[1] + # The extended code must be a valid CSS code. + assert not np.any((hx @ hz.T) % 2) + + +def test_create_code_rejects_unknown_constructor() -> None: + """An unsupported constructor name must raise a clear error.""" + p = csr_matrix(np.array([[1, 1]], dtype=np.int32)) + with pytest.raises(ValueError, match="not implemented"): + scc.create_code("not_a_constructor", [p, p, p], "unit_test_code") diff --git a/tests/circuit_synthesis/exact/conftest.py b/tests/circuit_synthesis/exact/conftest.py index 26f465f66..a5e5328ee 100644 --- a/tests/circuit_synthesis/exact/conftest.py +++ b/tests/circuit_synthesis/exact/conftest.py @@ -12,7 +12,7 @@ import numpy as np import pytest -from mqt.qecc.codes.pauli import CheckMatrix, StabilizerTableau +from mqt.qecc.codes.core.pauli import CheckMatrix, StabilizerTableau @pytest.fixture diff --git a/tests/circuit_synthesis/exact/test_cz_gate.py b/tests/circuit_synthesis/exact/test_cz_gate.py index 93665b3e6..a47c0f079 100644 --- a/tests/circuit_synthesis/exact/test_cz_gate.py +++ b/tests/circuit_synthesis/exact/test_cz_gate.py @@ -31,7 +31,7 @@ from mqt.qecc.circuit_synthesis.exact.types import Objective, SynthesisStatus, TargetKind from mqt.qecc.circuit_synthesis.exact.vars import CliffordDepthVars, CliffordGateCountVars from mqt.qecc.circuit_synthesis.exact.verification import verify_stabilizer_state -from mqt.qecc.codes.pauli import StabilizerTableau +from mqt.qecc.codes.core.pauli import StabilizerTableau # --------------------------------------------------------------------------- # CZGate class diff --git a/tests/circuit_synthesis/exact/test_search.py b/tests/circuit_synthesis/exact/test_search.py index 53dd9b2c6..c300b2772 100644 --- a/tests/circuit_synthesis/exact/test_search.py +++ b/tests/circuit_synthesis/exact/test_search.py @@ -20,7 +20,7 @@ verify_css_state, verify_stabilizer_state, ) -from mqt.qecc.codes.pauli import CheckMatrix, StabilizerTableau +from mqt.qecc.codes.core.pauli import CheckMatrix, StabilizerTableau @pytest.mark.parametrize( diff --git a/tests/circuit_synthesis/exact/test_sqrt_x_gate.py b/tests/circuit_synthesis/exact/test_sqrt_x_gate.py index df4695a70..12fd86cc9 100644 --- a/tests/circuit_synthesis/exact/test_sqrt_x_gate.py +++ b/tests/circuit_synthesis/exact/test_sqrt_x_gate.py @@ -21,7 +21,7 @@ from mqt.qecc.circuit_synthesis.exact.search import synthesize_isometry_exact from mqt.qecc.circuit_synthesis.exact.types import Objective, SynthesisStatus, TargetKind from mqt.qecc.circuit_synthesis.exact.verification import verify_stabilizer_state -from mqt.qecc.codes.pauli import StabilizerTableau +from mqt.qecc.codes.core.pauli import StabilizerTableau # --------------------------------------------------------------------------- # SqrtXGate class properties diff --git a/tests/circuit_synthesis/test_circuits.py b/tests/circuit_synthesis/test_circuits.py index b25663c63..6aae18ebd 100644 --- a/tests/circuit_synthesis/test_circuits.py +++ b/tests/circuit_synthesis/test_circuits.py @@ -15,8 +15,8 @@ from qiskit import QuantumCircuit from mqt.qecc.circuit_synthesis.circuits import CliffordIsometry, CNOTCircuit, compose_cnot_circuits -from mqt.qecc.codes.pauli import Pauli -from mqt.qecc.codes.stabilizer_code import StabilizerCode +from mqt.qecc.codes.core.pauli import Pauli +from mqt.qecc.codes.core.stabilizer_code import StabilizerCode def test_add_cnot(): diff --git a/tests/circuit_synthesis/test_cnot.py b/tests/circuit_synthesis/test_cnot.py index fa81e84d3..4a8b6b117 100644 --- a/tests/circuit_synthesis/test_cnot.py +++ b/tests/circuit_synthesis/test_cnot.py @@ -11,7 +11,7 @@ import pytest from mqt.qecc.circuit_synthesis.synthesis import SynthesisConfig, synthesize_cnot -from mqt.qecc.codes.pauli import CheckMatrix +from mqt.qecc.codes.core.pauli import CheckMatrix @pytest.fixture diff --git a/tests/circuit_synthesis/test_deterministic.py b/tests/circuit_synthesis/test_deterministic.py index 4362141d5..5b0f946ac 100644 --- a/tests/circuit_synthesis/test_deterministic.py +++ b/tests/circuit_synthesis/test_deterministic.py @@ -17,6 +17,7 @@ from mqt.qecc import CSSCode from mqt.qecc.circuit_synthesis import CNOTCircuit, DeterministicVerificationHelper, FaultyStatePrepCircuit +from mqt.qecc.codes import RotatedSurfaceCode from .utils import in_span @@ -77,7 +78,7 @@ def verified_steane_data( @pytest.fixture(scope="module") def surface_code_sp_zero() -> FaultyStatePrepCircuit: """Return a non-ft state preparation circuit for the d=3 rotated surface code.""" - surface_code = CSSCode.from_code_name("surface", 3) + surface_code = RotatedSurfaceCode(3) sp_circ = FaultyStatePrepCircuit( CNOTCircuit.from_stim_circuit( stim.Circuit( @@ -295,7 +296,7 @@ def test_surface_det_simulation( """Test simulated logical error rate for deterministic Steane state preparation.""" verify_x_opt, verify_z_opt, verify_x_global, verify_z_global = verified_surface_data - code = CSSCode.from_code_name("surface", 3) + code = RotatedSurfaceCode(3) for verify_x, verify_z in zip((verify_x_opt, verify_x_global), (verify_z_opt, verify_z_global), strict=False): simulator = NoisyDFTStatePrepSimulator( surface_code_sp_zero.circ.to_qiskit_circuit(), (verify_x, verify_z), code, err_model, True diff --git a/tests/circuit_synthesis/test_elimination.py b/tests/circuit_synthesis/test_elimination.py index 1a6a79f5d..6cdd29799 100644 --- a/tests/circuit_synthesis/test_elimination.py +++ b/tests/circuit_synthesis/test_elimination.py @@ -13,7 +13,7 @@ from mqt.qecc.circuit_synthesis.elimination import EliminationSequence from mqt.qecc.circuit_synthesis.operations import CNOT, Swap, Transvection -from mqt.qecc.codes.pauli import CheckMatrix, StabilizerTableau +from mqt.qecc.codes.core.pauli import CheckMatrix, StabilizerTableau @pytest.fixture diff --git a/tests/circuit_synthesis/test_encoder_synthesis.py b/tests/circuit_synthesis/test_encoder_synthesis.py index 1475f5d94..0ba9da78a 100644 --- a/tests/circuit_synthesis/test_encoder_synthesis.py +++ b/tests/circuit_synthesis/test_encoder_synthesis.py @@ -31,8 +31,14 @@ synthesize_encoding_circuit, ) from mqt.qecc.circuit_synthesis.synthesis import SynthesisConfig -from mqt.qecc.codes import CSSCode, SquareOctagonColorCode, StabilizerCode, construct_quantum_hamming_code -from mqt.qecc.codes.pauli import Pauli, StabilizerTableau +from mqt.qecc.codes import ( + CSSCode, + RotatedSurfaceCode, + SquareOctagonColorCode, + StabilizerCode, + construct_quantum_hamming_code, +) +from mqt.qecc.codes.core.pauli import Pauli, StabilizerTableau if TYPE_CHECKING: from typing import Literal @@ -47,7 +53,7 @@ def steane_code() -> CSSCode: @pytest.fixture def surface_3() -> CSSCode: """Return the surface code.""" - return CSSCode.from_code_name("surface", 3) + return RotatedSurfaceCode(3) @pytest.fixture @@ -59,7 +65,7 @@ def tetrahedral() -> CSSCode: @pytest.fixture def hamming() -> CSSCode: """Return the Hamming code.""" - return CSSCode.from_code_name("Hamming") + return construct_quantum_hamming_code(4) @pytest.fixture @@ -376,7 +382,7 @@ def test_logical_mapping_non_css() -> None: def test_logical_mapping_css() -> None: """Test that logical to input mapping is correct for CSS codes.""" - code = CSSCode.from_code_name("Hamming") + code = construct_quantum_hamming_code(4) encoder = synthesize_encoding_circuit(code) mapping = encoder.logical_to_input_mapping(code) diff --git a/tests/circuit_synthesis/test_operations.py b/tests/circuit_synthesis/test_operations.py index 94d495f5a..77bdae918 100644 --- a/tests/circuit_synthesis/test_operations.py +++ b/tests/circuit_synthesis/test_operations.py @@ -20,7 +20,7 @@ Swap, Transvection, ) -from mqt.qecc.codes.pauli import CheckMatrix, StabilizerTableau +from mqt.qecc.codes.core.pauli import CheckMatrix, StabilizerTableau @pytest.fixture diff --git a/tests/circuit_synthesis/test_stateprep.py b/tests/circuit_synthesis/test_stateprep.py index b14484d97..1565fc3a2 100644 --- a/tests/circuit_synthesis/test_stateprep.py +++ b/tests/circuit_synthesis/test_stateprep.py @@ -26,7 +26,7 @@ heuristic_verification_circuit, heuristic_verification_stabilizers, ) -from mqt.qecc.codes import SquareOctagonColorCode +from mqt.qecc.codes import RotatedSurfaceCode, SquareOctagonColorCode from .utils import eq_span, in_span @@ -55,7 +55,7 @@ def css_6_2_2_code() -> CSSCode: @pytest.fixture(scope="session") def surface_code() -> CSSCode: """Return the distance 3 rotated Surface Code.""" - return CSSCode.from_code_name("surface", 3) + return RotatedSurfaceCode(3) @pytest.fixture(scope="session") diff --git a/tests/circuit_synthesis/test_transvection.py b/tests/circuit_synthesis/test_transvection.py index 4a3515cca..cc00ce9f8 100644 --- a/tests/circuit_synthesis/test_transvection.py +++ b/tests/circuit_synthesis/test_transvection.py @@ -14,8 +14,8 @@ from mqt.qecc.circuit_synthesis.transvection import ( reduce_with_swaps, ) -from mqt.qecc.codes.pauli import StabilizerTableau -from mqt.qecc.codes.symplectic import SymplecticMatrix +from mqt.qecc.codes.core.pauli import StabilizerTableau +from mqt.qecc.codes.core.symplectic import SymplecticMatrix @pytest.fixture diff --git a/tests/codes/constructions/test_hypergraph_product_codes.py b/tests/codes/constructions/test_hypergraph_product_codes.py new file mode 100644 index 000000000..30972a3c7 --- /dev/null +++ b/tests/codes/constructions/test_hypergraph_product_codes.py @@ -0,0 +1,121 @@ +# Copyright (c) 2023 - 2026 Chair for Design Automation, TUM +# All rights reserved. +# +# SPDX-License-Identifier: MIT +# +# Licensed under the MIT License + +"""Test product code constructions.""" + +from __future__ import annotations + +from typing import TYPE_CHECKING + +import numpy as np +import pytest +from scipy.sparse import csr_matrix + +if TYPE_CHECKING: + from numpy.typing import NDArray + +from mqt.qecc.codes.constructions.hypergraph_product_code import ( + generate_3d_product_code, + generate_4d_product_code, + generate_sparse_3d_product_code, + generate_sparse_4d_product_code, +) + + +@pytest.fixture +def boundary_maps() -> tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]]: + """Fixture for boundary maps.""" + a_1 = np.array([[1, 1]], dtype=np.int32) + a_2 = np.array([[1, 1], [1, 1]], dtype=np.int32) + p = np.array([[1, 1]], dtype=np.int32) + return a_1, a_2, p + + +def test_generate_3d_product_code( + boundary_maps: tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]], +) -> None: + """Test 3D HGP code construction.""" + a_1, a_2, p = boundary_maps + d_1, d_2, d_3 = generate_3d_product_code(a_1, a_2, p) + + assert np.array_equal(d_1, np.array([[1, 1, 1, 1]], dtype=np.int32)) + assert d_2.shape == (4, 6) + assert d_3.shape == (6, 4) + assert not np.any(d_1 @ d_2 % 2) + assert not np.any(d_2 @ d_3 % 2) + + +def test_generate_sparse_3d_product_code_matches_dense( + boundary_maps: tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]], +) -> None: + """Test sparse 3D HGP code construction against the dense construction.""" + a_1, a_2, p = boundary_maps + expected = generate_3d_product_code(a_1, a_2, p) + + result = generate_sparse_3d_product_code(csr_matrix(a_1), csr_matrix(a_2), csr_matrix(p)) + + for sparse_mat, dense_mat in zip(result, expected, strict=True): + assert np.array_equal(sparse_mat.toarray(), dense_mat) + + +def test_generate_4d_product_code( + boundary_maps: tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]], +) -> None: + """Test 4D HGP code construction.""" + a_1, a_2, p = boundary_maps + a_3 = np.array([[1], [1]], dtype=np.int32) + + d_1, d_2, d_3, d_4 = generate_4d_product_code(a_1, a_2, a_3, p) + + assert d_1.shape == (1, 4) + assert d_2.shape == (4, 6) + assert d_3.shape == (6, 5) + assert d_4.shape == (5, 2) + assert not np.any(d_1 @ d_2 % 2) + assert not np.any(d_2 @ d_3 % 2) + assert not np.any(d_3 @ d_4 % 2) + + +def test_generate_sparse_4d_product_code_matches_dense( + boundary_maps: tuple[NDArray[np.int32], NDArray[np.int32], NDArray[np.int32]], +) -> None: + """Test sparse 4D HGP code construction against the dense construction.""" + a_1, a_2, p = boundary_maps + a_3 = np.array([[1], [1]], dtype=np.int32) + expected = generate_4d_product_code(a_1, a_2, a_3, p) + + result = generate_sparse_4d_product_code(csr_matrix(a_1), csr_matrix(a_2), csr_matrix(a_3), csr_matrix(p)) + + for sparse_mat, dense_mat in zip(result, expected, strict=True): + assert np.array_equal(sparse_mat.toarray(), dense_mat) + + +def test_generate_3d_product_code_rejects_invalid_boundary_maps() -> None: + """Test that invalid boundaries are rejected.""" + a_1 = np.array([[1, 0]], dtype=np.int32) + a_2 = np.array([[1], [0]], dtype=np.int32) + p = np.array([[1]], dtype=np.int32) + + with pytest.raises(RuntimeError, match="boundary maps do not square to zero"): + generate_3d_product_code(a_1, a_2, p) + + with pytest.raises(RuntimeError, match="boundary maps do not square to zero"): + generate_sparse_3d_product_code(csr_matrix(a_1), csr_matrix(a_2), csr_matrix(p)) + + +def test_generate_4d_product_code_rejects_invalid_boundary_maps() -> None: + """Test that invalid boundaries are rejected.""" + a_1 = np.array([[1, 0]], dtype=np.int32) + a_2 = np.array([[1], [0]], dtype=np.int32) + a_3 = np.array([[1], [0]], dtype=np.int32) + p = np.array([[1]], dtype=np.int32) + + with pytest.raises(RuntimeError, match="boundary maps do not square to zero"): + generate_4d_product_code(a_1, a_2, a_3, p) + + with pytest.raises(RuntimeError, match="boundary maps do not square to zero"): + generate_sparse_4d_product_code(csr_matrix(a_1), csr_matrix(a_2), csr_matrix(a_3), csr_matrix(p)) diff --git a/tests/test_code.py b/tests/test_code.py index d5b74b087..644acf4c2 100644 --- a/tests/test_code.py +++ b/tests/test_code.py @@ -26,14 +26,14 @@ construct_many_hypercube_code, construct_quantum_hamming_code, ) -from mqt.qecc.codes.pauli import ( +from mqt.qecc.codes.constructions.rotated_surface_code import InvalidDistanceError, RotatedSurfaceCode +from mqt.qecc.codes.core.pauli import ( InvalidPauliError, Pauli, StabilizerTableau, complete_stabilizer_tableau_with_destabilizers, ) -from mqt.qecc.codes.rotated_surface_code import InvalidDistanceError, RotatedSurfaceCode -from mqt.qecc.codes.symplectic import SymplecticMatrix, SymplecticVector +from mqt.qecc.codes.core.symplectic import SymplecticMatrix, SymplecticVector if TYPE_CHECKING: # pragma: no cover import numpy.typing as npt