welcomecenterbot/nlp/stopwords_detector.py

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2024-09-29 06:47:49 +00:00
stopwords = []
with open('stop_words.txt', 'r', encoding='utf-8') as file:
text = file.readlines()
# Convert stopwords to a set for faster lookup
stopword_set = set(stopwords)
def check_stopwords(text, stopwords):
"""
Check if any words from the stopwords list are present in the given text.
Args:
text (str): The input text to check.
stopwords (list): A list of stopwords.
Returns:
bool: True if any stopword is found in the text, False otherwise.
"""
# Normalize the text by converting it to lower case and splitting into words
words = text.lower().split()
# Iterate through each word and check for stopwords
for word in words:
if word in stopword_set:
return True # Stop iteration and return True if a stopword is found
return False # Return False if no stopwords are found