# cython: profile=True, binding=True, infer_types=True from cpython.object cimport PyObject from libc.stdint cimport int64_t from typing import Optional from ..util import registry cdef extern from "polyleven.c": int64_t polyleven(PyObject *o1, PyObject *o2, int64_t k) cpdef int64_t levenshtein(a: str, b: str, k: Optional[int] = None): if k is None: k = -1 return polyleven(a, b, k) cpdef bint levenshtein_compare(input_text: str, pattern_text: str, fuzzy: int = -1): if fuzzy >= 0: max_edits = fuzzy else: # allow at least two edits (to allow at least one transposition) and up # to 30% of the pattern string length max_edits = max(2, round(0.3 * len(pattern_text))) return levenshtein(input_text, pattern_text, max_edits) <= max_edits @registry.misc("spacy.levenshtein_compare.v1") def make_levenshtein_compare(): return levenshtein_compare