"-e",
type=argparse.FileType('rb'),
required=True)
args = parser.parse_args()
s = SpellChecker(max_distance=2)
s.load_language_model(args.languagemodel)
s.load_channel_model(args.editmodel)
print(s.channel_model.prob("hello", "hello"))
print(s.channel_model.prob("hellp", "hello"))
print(s.channel_model.prob("hllp", "hello"))
print(s.check_text("they did not yb any menas"))
"""
>>> [['they'], ['did'], ['not'], ['by', 'b', 'ye', 'y', 'yo', 'ob', 'ya', 'ab'], ['any'],
>>> ['means', 'mens', 'mena', 'zenas', 'menan', 'mends']]
"""
print()
print(s.autocorrect_line("they did not yb any menas"))
"""
>>> ['they', 'did', 'not', 'by', 'any', 'means']
"""
print()
print(s.suggest_text("they did not yb any menas", max_suggestions=2))
"""
>>> ['they', 'did', 'not', ['by', 'b'], 'any', ['means', 'mens']]
"""
#print(s.check_text("they did not yb any menas"))
"""
>>> [['they'], ['did'], ['not'], ['by', 'b', 'ye', 'y', 'yo', 'ob', 'ya', 'ab'], ['any'],
>>> ['means', 'mens', 'mena', 'zenas', 'menan', 'mends']]
"""
sting = "they did not yb any menas"
print(sting)
print(s.autocorrect_line(sting))
"""
>>> ['they', 'did', 'not', 'by', 'any', 'means']
"""
sting = "I merely underlienes"
print(sting)
print(s.suggest_text(sting, 2))
sting = "pronounce the foreing names"
print(sting)
print(s.suggest_text(sting, 2))
sting = "One in hawiyei"
print(sting)
print(s.suggest_text(sting, 2))
sting = "medeival period"
print(s.suggest_text(sting, 2))
sting = "recieve period"
print(s.suggest_text(sting, 3))
#print(s.suggest_text("they did not yb any menas", max_suggestions=2))