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predict_language.py
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68 lines (48 loc) · 2.03 KB
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import sys
sys.path.append(r'C:\\Python27\\Lib')
sys.path.append(r'C:\\Users\\joe\\Documents\\language_predictor\\')
import argparse
from glob import glob
from os.path import basename
from Predictor import Predictor
args = None
# Example language file configuraton that can be passed into Predictor's constructor
language_files = [
{"language_name": "english", "training_file": "english_language.txt"},
{"language_name": "spanish", "training_file": "spanish_language.txt"},
{"language_name": "french", "training_file": "french_language.txt"},
{"language_name": "german", "training_file": "german_language.txt"},
{"language_name": "polish", "training_file": "polish_language.txt"},
{"language_name": "romanian", "training_file": "romanian_language.txt"},
{"language_name": "latin", "training_file": "latin_language.txt"},
]
def parse_args():
global args
parser = argparse.ArgumentParser()
group = parser.add_mutually_exclusive_group(required=True)
group.add_argument('-f', dest='text_file')
group.add_argument('-s',dest='input_string')
args = parser.parse_args(sys.argv)
def main():
parse_args()
predictor = Predictor(get_language_files())
best_guess = predictor.predict(get_input_string())
print("Language is: {}".format(best_guess.language_name))
####################################################
def get_language_files():
language_files = glob("C:\\Users\\joe\\Documents\\language_predictor\\*_language.txt")
language_names = [language_from_path(path) for path in language_files]
zipped = zip(language_names, language_files)
language_dict = [{"language_name": line[0], "training_file": line[1]} for line in zipped]
return language_dict
def language_from_path(path):
filename = basename(path)
return filename.split("_language")[0]
def get_input_string():
if args.input_string:
return args.input_string
else:
with open(args.text_file, 'r') as open_file:
return open_file.read()
if __name__ == '__main__':
main()