Source code for femorph_solver.solvers.eigen

"""Pluggable generalized-eigenvalue solvers.

All backends solve ``K φ = λ M φ`` for the ``n_modes`` smallest-λ
eigenpairs.  The default backend (``"arpack"``) uses
:func:`scipy.sparse.linalg.eigsh` in shift-invert mode with σ = 0 —
identical to femorph-solver's behaviour up to this release.  Alternative backends
let callers trade accuracy / convergence / memory against speed and
dependency footprint.

Usage::

    from femorph_solver.solvers.eigen import get_eigen_solver

    Solver = get_eigen_solver("arpack")
    w, v = Solver.solve(K, M, n_modes=10, linear_solver="cholmod")
"""

from __future__ import annotations

from ._arpack import ArpackSolver
from ._base import EigenSolverBase
from ._lapack_dense import LapackDenseSolver
from ._lobpcg import LobpcgSolver
from ._primme import PrimmeSolver

_REGISTRY: dict[str, type[EigenSolverBase]] = {
    cls.name: cls for cls in (ArpackSolver, LobpcgSolver, PrimmeSolver, LapackDenseSolver)
}




def get_eigen_solver(name: str) -> type[EigenSolverBase]:
    """Look up a registered eigen-solver class by name."""
    try:
        cls = _REGISTRY[name]
    except KeyError as exc:
        known = ", ".join(sorted(_REGISTRY))
        raise KeyError(f"unknown eigen solver {name!r}; registered: {known}") from exc
    if not cls.available():
        from ..linear._base import SolverUnavailableError

        raise SolverUnavailableError(
            f"eigen solver {name!r} is registered but unavailable — {cls.install_hint}"
        )
    return cls





def list_eigen_solvers() -> list[dict[str, object]]:
    """Return a list of ``{name, available, kind, spd_only, install_hint}`` rows."""
    out: list[dict[str, object]] = []
    for name, cls in _REGISTRY.items():
        out.append(
            {
                "name": name,
                "available": cls.available(),
                "kind": cls.kind,
                "spd_only": cls.spd_only,
                "install_hint": cls.install_hint,
            }
        )
    return out



__all__ = [
    "ArpackSolver",
    "EigenSolverBase",
    "LapackDenseSolver",
    "LobpcgSolver",
    "PrimmeSolver",
    "get_eigen_solver",
    "list_eigen_solvers",
]