Spaces:
Paused
Paused
Update translator.py
Browse files- translator.py +9 -16
translator.py
CHANGED
|
@@ -1,30 +1,23 @@
|
|
| 1 |
-
import logging
|
| 2 |
from transformers import pipeline
|
| 3 |
|
| 4 |
-
logger = logging.getLogger(__name__)
|
| 5 |
-
|
| 6 |
class Translator:
|
| 7 |
def __init__(self):
|
| 8 |
self.model_name = "Helsinki-NLP/opus-mt-en-mul"
|
| 9 |
self.translator = None
|
| 10 |
-
logger.info("[Translator] Initialized")
|
| 11 |
|
| 12 |
def translate(self, text, target_lang):
|
| 13 |
-
if not text
|
| 14 |
-
|
| 15 |
-
lang_map = {
|
| 16 |
-
"Hindi": ">>hin<<", "Telugu": ">>tel<<",
|
| 17 |
-
"Spanish": ">>spa<<", "French": ">>fra<<", "German": ">>deu<<"
|
| 18 |
-
}
|
| 19 |
|
| 20 |
-
|
| 21 |
-
|
| 22 |
|
|
|
|
| 23 |
try:
|
| 24 |
if self.translator is None:
|
| 25 |
-
|
|
|
|
| 26 |
|
| 27 |
-
|
| 28 |
-
return
|
| 29 |
except Exception as e:
|
| 30 |
-
return f"[Translation
|
|
|
|
|
|
|
| 1 |
from transformers import pipeline
|
| 2 |
|
|
|
|
|
|
|
| 3 |
class Translator:
|
| 4 |
def __init__(self):
|
| 5 |
self.model_name = "Helsinki-NLP/opus-mt-en-mul"
|
| 6 |
self.translator = None
|
|
|
|
| 7 |
|
| 8 |
def translate(self, text, target_lang):
|
| 9 |
+
if not text: return ""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
|
| 11 |
+
lang_codes = {"Hindi": ">>hin<<", "Telugu": ">>tel<<", "Spanish": ">>spa<<",
|
| 12 |
+
"French": ">>fra<<", "German": ">>deu<<", "Japanese": ">>jpn<<", "Arabic": ">>ara<<"}
|
| 13 |
|
| 14 |
+
prefix = lang_codes.get(target_lang, ">>hin<<")
|
| 15 |
try:
|
| 16 |
if self.translator is None:
|
| 17 |
+
# FIX: Using 'text2text-generation' as the task name
|
| 18 |
+
self.translator = pipeline("text2text-generation", model=self.model_name)
|
| 19 |
|
| 20 |
+
res = self.translator(f"{prefix} {text}")
|
| 21 |
+
return res[0]['generated_text']
|
| 22 |
except Exception as e:
|
| 23 |
+
return f"[Translation error: {str(e)}]"
|