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import csv
greeting_file = 'D:/greeting-introduction/greeting.text'
introduction_file = 'D:/greeting-introduction/introduction.txt'
def clean_quotes(text):
# Remove all types of quotes while preserving the text
return text.replace('"""', '').replace('"', '').replace("'''", '').replace("'", '').strip()
# Read and clean greeting text
with open(greeting_file, 'r', encoding='utf-8') as f:
greeting_text = set(clean_quotes(line) for line in f if clean_quotes(line))
# Read and clean introduction text
with open(introduction_file, 'r', encoding='utf-8') as f:
introduction_text = set(clean_quotes(line) for line in f if clean_quotes(line))
# Create data list with cleaned text
data = []
# Add greeting text with label 1
for line in greeting_text:
if line: # Only add non-empty lines
data.append([line, 1])
# Add introduction text with label 0
for line in introduction_text:
if line: # Only add non-empty lines
data.append([line, 0])
# Write to CSV file
csv_file = 'preprocess.csv'
with open(csv_file, 'w', newline='', encoding='utf-8') as f:
writer = csv.writer(f)
writer.writerow(['Text', 'Label'])
writer.writerows(data)
print(f"Data has been written to {csv_file} with duplicates removed and quotes cleaned")
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