from app.dame_perceval import DamePerceval
from app.dame_utils import DameUtils
import sys
import argparse
parser = argparse.ArgumentParser()
parser.add_argument("url", help="Uniform Resource Link")
parser.add_argument('--directory')
parser.add_argument('--version', action='version', version='0.1')
args = parser.parse_args()
if (len(sys.argv) > 1):
s = DameSexmachine()
gg = DamePerceval()
du = DameUtils()
l = gg.list_mailers(args.url)
l = du.delete_duplicated(l)
females = 0
males = 0
unknowns = 0
for g in l:
sm = s.guess(g, binary=True)
if (sm == 0):
females = females + 1
elif (sm == 1):
males = males + 1
else:
unknowns = unknowns + 1
print("The number of males sending mails is %s" % males)
print("The number of females sending mails is %s" % females)
def test_dame_sexmachine_guess(self):
s = DameSexmachine()
self.assertEqual(s.guess("David"), 'male')
self.assertEqual(s.guess("David", binary=True, ml="svc"), 1)
self.assertEqual(s.guess("Laura", binary=True, ml="svc"), 0)
self.assertEqual(s.guess("Palabra", binary=True, ml="svc"), 1)
self.assertEqual(s.guess("Laura", binary=True, ml="sgd"), 0)
self.assertEqual(s.guess("Palabra", binary=True, ml="svc"), 1)
self.assertEqual(s.guess("David", binary=True, ml="gaussianNB"), 1)
self.assertEqual(s.guess("David", binary=True, ml="multinomialNB"), 1)
self.assertEqual(s.guess("David", binary=True, ml="bernoulliNB"), 1)
self.assertEqual(s.guess("Laura"), 'female')
# With accents:
self.assertEqual(s.guess("Inés"), 'female')
# Without accents:
self.assertEqual(s.guess("Ines"), 'female')
self.assertEqual(s.guess("Nodiccionario"), 'male')
self.assertEqual(s.guess("Nadiccionaria"), 'female')
self.assertEqual(s.guess("David", binary=True), 1)
self.assertEqual(s.guess("Laura", binary=True), 0)
self.assertEqual(s.guess("Nodiccionario", binary=True), 1)
self.assertEqual(s.guess("Nadiccionaria", binary=True), 0)
import sys
import argparse
parser = argparse.ArgumentParser()
parser.add_argument("name", help="display the gender")
parser.add_argument('--ml', default="nltk", choices=['nltk', 'svc', 'sgd', 'gaussianNB', 'multinomialNB', 'bernoulliNB'])
parser.add_argument('--total', default="ine", choices=['ine', 'uscensus', 'ukcensus', 'all'])
parser.add_argument('--version', action='version', version='0.1')
args = parser.parse_args()
if (len(sys.argv) > 1):
s = DameSexmachine()
if (args.ml):
#print(s.guess("Palabra", binary=True, ml="svc"))
if (args.ml == "nltk"):
guess = s.guess(args.name, binary=True, ml="nltk")
if (args.ml == "sgd"):
guess = s.guess(args.name, binary=True, ml="sgd")
elif (args.ml == "svc"):
guess = s.guess(args.name, binary=True, ml="svc")
elif (args.ml == "gaussianNB"):
guess = s.guess(args.name, binary=True, ml="gaussianNB")
elif (args.ml == "multinomialNB"):
guess = s.guess(args.name, binary=True, ml="multinomialNB")
elif (args.ml == "bernoulliNB"):
guess = s.guess(args.name, binary=True, ml="bernoulliNB")
if (guess == 1):
sex = "male"
elif (guess == 0):
sex = "female"
elif (guess == 2):
def test_dame_sexmachine_guess_method_returns_correct_result(self):
s = DameSexmachine()
self.assertEqual(s.guess("David"), 'male')
self.assertEqual(s.guess("David", binary=True, ml="svc"), 1)
self.assertEqual(s.guess("Laura", binary=True, ml="svc"), 0)
self.assertEqual(s.guess("Palabra", binary=True, ml="svc"), 1)
self.assertEqual(s.guess("Inés", binary=True, ml="svc"), 0)
self.assertEqual(s.guess("David", binary=True, ml="sgd"), 1)
self.assertEqual(s.guess("Laura", binary=True, ml="sgd"), 0)
self.assertEqual(s.guess("Palabra", binary=True, ml="svc"), 1)
self.assertEqual(s.guess("David", binary=True, ml="gaussianNB"), 1)
self.assertEqual(s.guess("David", binary=True, ml="multinomialNB"), 1)
self.assertEqual(s.guess("David", binary=True, ml="bernoulliNB"), 1)
self.assertEqual(s.guess("Laura"), 'female')
self.assertEqual(s.guess("Inés"), 'female') # Con acento
self.assertEqual(s.guess("Ines"), 'female') # Sin acento
self.assertEqual(s.guess("Nodiccionario"), 'male') # Sin estar en diccionario
self.assertEqual(s.guess("Nadiccionaria"), 'female') # En diccionario
self.assertEqual(s.guess("David", binary=True), 1)
self.assertEqual(s.guess("Laura", binary=True), 0)
self.assertEqual(s.guess("Nodiccionario", binary=True), 1)
self.assertEqual(s.guess("Nadiccionaria", binary=True), 0)
num_females = s.name_frec(args.name, dataset="uy")['females']
print("%s males for %s from Uruguay census" % (num_males, args.name))
print("%s females for %s from Uruguay census" % (num_females, args.name))
num_males = s.name_frec(args.name, dataset="uk")['males']
num_females = s.name_frec(args.name, dataset="uk")['females']
print("%s males for %s from United Kingdom census" %
(num_males, args.name))
print("%s females for %s from United Kingdom census" %
(num_females, args.name))
num_males = s.name_frec(args.name, dataset="us")['males']
num_females = s.name_frec(args.name, dataset="us")['females']
print("%s males for %s from United States of America census" %
(num_males, args.name))
print("%s females for %s from United States of America census" %
(num_females, args.name))
guess = s.guess(args.name, binary=True, ml="nltk")
print("%s gender predicted with nltk is %s" %
(str(args.name), du.int2gender(guess)))
guess = s.guess(args.name, binary=True, ml="sgd")
print("%s gender predicted with sgd is %s" %
(str(args.name), du.int2gender(guess)))
guess = s.guess(args.name, binary=True, ml="svc")
print("%s gender predicted with svc is %s" %
(str(args.name), du.int2gender(guess)))
guess = s.guess(args.name, binary=True, ml="gaussianNB")
print("%s gender predicted with gaussianNB is %s" %
(str(args.name), du.int2gender(guess)))
guess = s.guess(args.name, binary=True, ml="multinomialNB")
print("%s gender predicted with multinomialNB is %s" %
(str(args.name), du.int2gender(guess)))
guess = s.guess(args.name, binary=True, ml="bernoulliNB")
