Automatic Spelling Checker Corrector
# imports
import sys
from spellchecker import SpellChecker
from nltk import word_tokenize
# create an instance of the spellchecker
spell = SpellChecker()
# tokens --> stores the tokenized words
tokens = []
def readTextFile(textFilename):
"""This function is used to read the input file"""
global tokens
words = []
inputFile = open(textFilename, "r")
tokens = word_tokenize(inputFile.read())
# Create a list of words from these tokens checking if the word is alphanumeric
words = [word for word in tokens if word.isalpha()]
inputFile.close()
return words
def findErrors(textWords):
"""This function is used to detect the errors in file if any"""
misspelledWords = []
for word in textWords:
# correction() --> method of spellchecker module to correct the word
if spell.correction(word) != word:
misspelledWords.append(word)
return misspelledWords
def printErrors(errorList):
"""This function is used to print the errors"""
print("---------------------")
print("Misspelled words are:")
print("---------------------")
for word in errorList:
# candidates() --> method of spellchecker module to find suitable corrections of the word
print(f"{word} : {spell.candidates(word)}")
def correctErrors(errorList):
"""This function is used to correct the errors and
write the corrected text in output.txt file"""
# open a new file to write the corrected text
outputFile = open("output.txt", "w")
for word in tokens:
if word in errorList:
# if word is incorrect we replace it with the corrected word
word = spell.correction(word)
# this writes text to the new output.txt file
outputFile.write(" ".join(tokens))
outputFile.close()
def main():
"""This is the main function"""
textFile = input("Enter text file: ")
textList = readTextFile(textFile)
errorList = findErrors(textList)
# if there are no errors
if len(errorList) == 0:
print("No errors detected")
return
# call to printErrors function
printErrors(errorList)
# ask if user needs to correct the text
user_answer = input("Do you want to auto correct the errors, Y/N ? ")
if user_answer.lower() == "y" or user_answer.lower() == "yes":
# call to correctErrors function
correctErrors(errorList)
print("-------------------------------------------------")
print("Check the output.txt file for the corrected text.")
print("-------------------------------------------------")
print("Thankyou for using spelling checker program.")
else:
print("--------------------------------------------")
print("Thankyou for using spelling checker program.")
print("--------------------------------------------")
# call to the main function
main()
Created: 7/8/2025
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