-
Notifications
You must be signed in to change notification settings - Fork 0
/
pool.py
62 lines (44 loc) · 1.4 KB
/
pool.py
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
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
__author__ = 'techbk'
import os
from documentclass import DocumentClass
from document import Document
class Pool():
def __init__(self):
self.__document_classes = {}
def learn(self,directory,classname):
x = DocumentClass()
dir = os.listdir(directory)
for file in dir:
d = Document()
print(directory + "/" + file)
d.read_document(directory + "/" + file)
x = x + d
self.__document_classes[classname] = x
#print(len(dir))
x.setNumberOfDocs(len(dir))
def document_classes(self):
return self.__document_classes
def probability(self,directory,dclass = ""):
if dclass:
else:
if __name__ == "__main__":
DClasses = ["clinton", "lawyer", "math", "medical", "music", "sex"]
base = "learn/"
p = Pool()
for classname in DClasses:
p.learn(base + classname, classname)
def test():
doc_class = p.document_classes()
#for classname in DClasses:
classname = "sex"
documentclass = doc_class[classname]
numdoc = documentclass.numberOfDocs()
print("***************")
print(classname)
print("Number Of Docs", numdoc)
print("***************")
bag = documentclass.wordAndFreq()
print(bag)
#for key,value in bag.items():
#print(key,' : ',value)
test()