blob: 9b9ecf3c062c2941f9728859c25b76592aeb7b08 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
|
cdef StringMap FD = StringMap() # Feature name dictionary
INITIAL_CAPACITY = 7 # default number of features
INCREMENT = INITIAL_CAPACITY # double size
cdef class FeatureVector:
def __cinit__(self):
self.names = IntList(INITIAL_CAPACITY, INCREMENT)
self.values = FloatList(INITIAL_CAPACITY, INCREMENT)
def set(self, unsigned name, float value):
self.names.append(name)
self.values.append(value)
def __iter__(self):
cdef unsigned i
for i in range(self.names.len):
yield (FD.word(self.names[i]), self.values[i])
def __str__(self):
return ' '.join('%s=%s' % feat for feat in self)
cdef class Scorer:
cdef models
def __init__(self, *models):
names = [FD.index(<char *>model.__name__) for model in models]
self.models = zip(names, models)
cdef FeatureVector score(self, ctx):
cdef FeatureVector scores = FeatureVector()
for name, model in self.models:
scores.set(name, model(ctx))
return scores
|
