Upload preprocess.py

preprocess.py

@@ -0,0 +1,38 @@
+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")