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all_names_both_directions.py
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all_names_both_directions.py
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from libindic.soundex import Soundex
import fuzzy
import jellyfish
import csv
import itertools
names = [line.strip() for line in open("names.txt", 'r')]
fieldnames = ['Name1', 'Name2', 'Output']
libindic_results_csv = open('2D_libindic_results.csv', 'w', newline='')
libindic_writer = csv.DictWriter(libindic_results_csv, fieldnames=fieldnames)
libindic_writer.writeheader()
jellyfish_match_rating_results_csv = open('2D_jellyfish_match_rating_results.csv', 'w', newline='')
jellyfish_match_rating_writer = csv.DictWriter(jellyfish_match_rating_results_csv, fieldnames=fieldnames)
jellyfish_match_rating_writer.writeheader()
jellyfish_soundex_results_csv = open('2D_jellyfish_soundex_results.csv', 'w', newline='')
jellyfish_soundex_writer = csv.DictWriter(jellyfish_soundex_results_csv, fieldnames=fieldnames)
jellyfish_soundex_writer.writeheader()
fuzzy_nysiis_results_csv = open('2D_fuzzy_nysiis_results.csv', 'w', newline='')
fuzzy_nysiis_writer = csv.DictWriter(fuzzy_nysiis_results_csv, fieldnames=fieldnames)
fuzzy_nysiis_writer.writeheader()
fuzzy_dmeta_results_csv = open('2D_fuzzy_dmeta_results.csv', 'w', newline='')
fuzzy_dmeta_writer = csv.DictWriter(fuzzy_dmeta_results_csv, fieldnames=fieldnames)
fuzzy_dmeta_writer.writeheader()
def reverse(name):
rvs = ''.join(reversed(name))
return rvs
def libindic_isEqual(name1, name2):
instance = Soundex()
if instance.soundex(name1) == instance.soundex(name2) or instance.soundex(reverse(name1)) == instance.soundex(reverse(name2)):
return 1
else:
return 0
def jellyfish_match_rating_isEqual(name1, name2):
if jellyfish.match_rating_codex(name1) == jellyfish.match_rating_codex(name2) or jellyfish.match_rating_codex(reverse(name1)) == jellyfish.match_rating_codex(reverse(name2)):
return 1
else:
return 0
def jellyfish_soundex_isEqual(name1, name2):
if jellyfish.soundex(name1) == jellyfish.soundex(name2) or jellyfish.soundex(reverse(name1)) == jellyfish.soundex(reverse(name2)):
return 1
else:
return 0
def fuzzy_nysiis_isEqual(name1, name2):
if fuzzy.nysiis(name1) == fuzzy.nysiis(name2) or fuzzy.nysiis(reverse(name1)) == fuzzy.nysiis(reverse(name2)):
return 1
else:
return 0
def fuzzy_dmeta_isEqual(name1, name2):
dmeta = fuzzy.DMetaphone()
if (dmeta(name1)[0] == dmeta(name2)[0] or dmeta(name1)[0] == dmeta(name2)[1] or dmeta(reverse(name1))[1] == dmeta(reverse(name2))[0]) or (dmeta(reverse(name1))[0] == dmeta(reverse(name2))[0] or dmeta(reverse(name1))[0] == dmeta(reverse(name2))[1] or dmeta(reverse(name1))[1] == dmeta(reverse(name2))[0]):
return 1
else:
return 0
for name1, name2 in itertools.combinations(names, 2):
if name1 != name2:
libindic_writer.writerow({'Name1': name1, 'Name2': name2, 'Output': libindic_isEqual(name1, name2)})
jellyfish_match_rating_writer.writerow({'Name1': name1, 'Name2': name2, 'Output': jellyfish_match_rating_isEqual(name1, name2)})
jellyfish_soundex_writer.writerow({'Name1': name1, 'Name2': name2, 'Output': jellyfish_soundex_isEqual(name1, name2)})
fuzzy_nysiis_writer.writerow({'Name1': name1, 'Name2': name2, 'Output': fuzzy_nysiis_isEqual(name1, name2)})
fuzzy_dmeta_writer.writerow({'Name1': name1, 'Name2': name2, 'Output': fuzzy_dmeta_isEqual(name1, name2)})
libindic_results_csv.close()
jellyfish_match_rating_results_csv.close()
jellyfish_soundex_results_csv.close()
fuzzy_nysiis_results_csv.close()
fuzzy_dmeta_results_csv.close()
'''
print(jellyfish.soundex("nasah"))
print(jellyfish.soundex("ynsuoh"))
print(jellyfish.soundex("massuh"))
print(jellyfish.soundex("neisuoh"))
print(jellyfish.soundex("nassah"))
print(jellyfish.soundex("ayensuoh"))
print(jellyfish.soundex("anuossah"))
print(jellyfish.match_rating_codex("Hussam"))
print(jellyfish.match_rating_codex("Hussam Hallak"))
print(jellyfish.match_rating_codex("HussamHallak"))
print(jellyfish.match_rating_codex("Hussam Aldeen"))
print(jellyfish.match_rating_codex("Hussam Aldeen Hallak"))
print(jellyfish.match_rating_codex("Ahmed"))
print(jellyfish.match_rating_codex("Sami"))
print(compareNames("Hussam", "Hasan"))
print(compareNames("Hasan", "Housny"))
print(compareNames("Hasan", "Housien"))
print(compareNames("Hassan", "Housneya"))
print(compareNames("Hasan", "Hassan"))
print("nysiis")
print(fuzzy.nysiis('nasah'))
print(fuzzy.nysiis('ynsuoh'))
print(fuzzy.nysiis('massuh'))
print(fuzzy.nysiis('neisuoh'))
print(fuzzy.nysiis('nassah'))
print(fuzzy.nysiis('ayensuoh'))
print(fuzzy.nysiis('anuossah'))
print("dmeta")
dmeta = fuzzy.DMetaphone(8)
print(dmeta('Hasan'))
print(dmeta('Housny'))
print(dmeta('Hussam'))
print(dmeta('Housien'))
print(dmeta('Hassan'))
print(dmeta('Housneya'))
print(dmeta('Hassouna'))
print("dmeta")
dmeta = fuzzy.DMetaphone(5)
print(dmeta('nasah'))
print(dmeta('ynsuoh'))
print(dmeta('massuh'))
print(dmeta('neisuoh'))
print(dmeta('nassah'))
print(dmeta('ayensuoh'))
print(dmeta('anuossah'))
print("soundex")
soundex = fuzzy.Soundex(4)
print(soundex('Hasan'))
print(soundex('Hassan'))
print("dmeta")
dmeta = fuzzy.DMetaphone()
print(dmeta('Hasan'))
print(dmeta('Hassan'))
print(jellyfish.soundex(u'Jellyfish'))
def libindic_compareNames(name1, name2):
instance = Soundex()
if instance.compare(name1, name2) in [0,1, 2]:
return 1
else:
return 0
print("dmeta")
'''