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Copy pathtransformer_tester.py
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68 lines (58 loc) · 1.41 KB
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import transformer
import memoryDB
class naiveClass:
param1 = 0
param2 = 0
param3 = "Male"
param4 = 90210
def __init__(self, param1, param2, param3):
self.param1 = param1
self.param2 = param2
self.param3 = param3
self.param4 = 90210
class improvedClass:
param1 = 0
param2 = 0
param3 = ""
param4 = 0
def __init__(self, param1, param2, param3):
self.param1 = param1
self.param2 = param2
self.param3 = param3
self.param4 = 90210
def getFeatures(self):
male = 0
if self.param3 == "Male":
male = 1
feats = dict()
feats['param1'] = self.param1
feats['param2'] = self.param2
feats['param3'] = male
feats['param4'] = self.param4
return feats
class smartestClass:
param1 = 0
param2 = 0
param3 = ""
param4 = 0
def __init__(self, param1, param2, param3, param4):
self.param1 = param1
self.param2 = param2
self.param3 = param3
self.param4 = param4
def getFeatures(self):
feats = dict()
feats['param1'] = self.param1
feats['param2'] = self.param2
feats['param3'] = self.param3
feats['param4'] = str(self.param4)
return feats
t = transformer.transformer(None)
c = t.transform(naiveClass(1,2,"Male"))
print "Naive Class = \t\t" + str(c)
db = memoryDB.memoryDB()
t = transformer.transformer(db)
c = t.transform(smartestClass(2.,2.,"Male",2))
c = t.transform(smartestClass(2.,2.,"Female",3))
c = t.transform(smartestClass(1.,1.,"Female",3))
print "Smart Class = \t\t" + str(c)