lynn-twinkl commited on
Commit ·
82e0bc6
1
Parent(s): 26ad793
for use in ML pipeline
Browse files- src/preprocess_text.py +12 -0
src/preprocess_text.py
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import string
|
| 2 |
+
|
| 3 |
+
def preprocess_text(text):
|
| 4 |
+
"""
|
| 5 |
+
This function normalises text for later use in
|
| 6 |
+
a machine learning pipeline
|
| 7 |
+
"""
|
| 8 |
+
if isinstance(text, str):
|
| 9 |
+
text = text.lower()
|
| 10 |
+
text = text.translate(str.maketrans('','', string.punctuation))
|
| 11 |
+
|
| 12 |
+
return ' '.join(text.split())
|