spaCy/spacy/syntax/transition_system.pyx

44 lines
1.4 KiB
Cython

from cymem.cymem cimport Pool
from ._state cimport State
from ..structs cimport TokenC
from thinc.typedefs cimport weight_t
cdef weight_t MIN_SCORE = -90000
class OracleError(Exception):
pass
cdef class TransitionSystem:
def __init__(self, dict labels_by_action):
self.mem = Pool()
self.n_moves = sum(len(labels) for labels in labels_by_action.items())
moves = <Transition*>self.mem.alloc(self.n_moves, sizeof(Transition))
cdef int i = 0
self.label_ids = {}
for action, label_strs in sorted(labels_by_action.items()):
label_str = unicode(label_str)
label_id = self.label_ids.setdefault(label_str, len(self.label_ids))
moves[i] = self.init_transition(i, action, label_id)
i += 1
self.c = moves
cdef Transition init_transition(self, int clas, int move, int label) except *:
raise NotImplementedError
cdef Transition best_valid(self, const weight_t* scores, const State* s) except *:
raise NotImplementedError
cdef Transition best_gold(self, const weight_t* scores, const State* s,
GoldParse gold) except *:
cdef Transition best
cdef weight_t score = MIN_SCORE
cdef int i
for i in range(self.n_moves):
if scores[i] > score and self.c[i].get_cost(&self.c[i], s, gold) == 0:
best = self.c[i]
score = scores[i]
return best