simple-spell-checker 0.0.1

No project description provided

simple_spell_checker

Simple Spell Checker is a spell checker based on prefix tree search. It find nearest to input word from known words (from input list). The algorithm finds mistakes in a word (insertions, deletions, replacements).

Installation

pip install simple_spell_checker

Quickstart

from simple_spell_checker.spell_checker import SpellChecker

cities = [
    "Kyiv", "Kharkiv", "Odesa", "Dnipro", "Donetsk", "Zaporizhzhia", "Lviv", 
    "Kryvyi Rih", "Mykolaiv", "Luhansk", "Vinnytsia", "Simferopol", "Chernihiv", 
    "Kherson", "Poltava", "Khmelnytskyi", "Cherkasy", "Chernivtsi", "Zhytomyr", "Sumy",
    "Rivne", "Ivano-Frankivsk", "Ternopil", "Kropyvnytskyi", "Lutsk", "Uzhhorod"
]

spell_checker = SpellChecker(max_mistakes_number_part=.5)
spell_checker.add_words(cities)

spell_checker.correction('Kiev')
# [{'word': 'Kyiv',
#   'corrections': [{'mistake_type': 'missing symbol "y"', 'position': 1},
#    {'mistake_type': 'extra symbol "e"', 'position': 2}]}]

spell_checker.correction('odessa')
# [{'word': 'Odesa',
#   'corrections': [{'mistake_type': 'wrong symbol "o": replaced on "O"',
#     'position': 0},
#    {'mistake_type': 'extra symbol "s"', 'position': 4}]}]

spell_checker.correction('Hmelnitskiy', max_mistakes_number_part=.5)
# [{'word': 'Khmelnytskyi',
#   'corrections': [{'mistake_type': 'missing symbol "K"', 'position': 0},
#    {'mistake_type': 'wrong symbol "H": replaced on "h"', 'position': 0},
#    {'mistake_type': 'wrong symbol "i": replaced on "y"', 'position': 5},
#    {'mistake_type': 'missing symbol "y"', 'position': 9},
#    {'mistake_type': 'extra symbol "y"', 'position': 10}]}]

spell_checker.correction('Kharkiv')
# [{'word': 'Kharkiv', 'corrections': []}]