Delete preprocess.py
Browse files- preprocess.py +0 -38
preprocess.py
DELETED
|
@@ -1,38 +0,0 @@
|
|
| 1 |
-
import csv
|
| 2 |
-
|
| 3 |
-
greeting_file = 'D:/greeting-introduction/greeting.text'
|
| 4 |
-
introduction_file = 'D:/greeting-introduction/introduction.txt'
|
| 5 |
-
|
| 6 |
-
def clean_quotes(text):
|
| 7 |
-
# Remove all types of quotes while preserving the text
|
| 8 |
-
return text.replace('"""', '').replace('"', '').replace("'''", '').replace("'", '').strip()
|
| 9 |
-
|
| 10 |
-
# Read and clean greeting text
|
| 11 |
-
with open(greeting_file, 'r', encoding='utf-8') as f:
|
| 12 |
-
greeting_text = set(clean_quotes(line) for line in f if clean_quotes(line))
|
| 13 |
-
|
| 14 |
-
# Read and clean introduction text
|
| 15 |
-
with open(introduction_file, 'r', encoding='utf-8') as f:
|
| 16 |
-
introduction_text = set(clean_quotes(line) for line in f if clean_quotes(line))
|
| 17 |
-
|
| 18 |
-
# Create data list with cleaned text
|
| 19 |
-
data = []
|
| 20 |
-
|
| 21 |
-
# Add greeting text with label 1
|
| 22 |
-
for line in greeting_text:
|
| 23 |
-
if line: # Only add non-empty lines
|
| 24 |
-
data.append([line, 1])
|
| 25 |
-
|
| 26 |
-
# Add introduction text with label 0
|
| 27 |
-
for line in introduction_text:
|
| 28 |
-
if line: # Only add non-empty lines
|
| 29 |
-
data.append([line, 0])
|
| 30 |
-
|
| 31 |
-
# Write to CSV file
|
| 32 |
-
csv_file = 'preprocess.csv'
|
| 33 |
-
with open(csv_file, 'w', newline='', encoding='utf-8') as f:
|
| 34 |
-
writer = csv.writer(f)
|
| 35 |
-
writer.writerow(['Text', 'Label'])
|
| 36 |
-
writer.writerows(data)
|
| 37 |
-
|
| 38 |
-
print(f"Data has been written to {csv_file} with duplicates removed and quotes cleaned")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|