Update app.py
Browse files
app.py
CHANGED
|
@@ -1,50 +1,49 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
from transformers import pipeline
|
| 3 |
|
| 4 |
-
# Global
|
|
|
|
| 5 |
en_to_ur_pipeline = None
|
| 6 |
ur_to_en_pipeline = None
|
| 7 |
|
| 8 |
-
def
|
| 9 |
-
"""
|
| 10 |
global en_to_ur_pipeline
|
| 11 |
if en_to_ur_pipeline is None:
|
| 12 |
-
print("
|
| 13 |
en_to_ur_pipeline = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ur")
|
| 14 |
return en_to_ur_pipeline
|
| 15 |
|
| 16 |
-
def
|
| 17 |
-
"""
|
| 18 |
global ur_to_en_pipeline
|
| 19 |
if ur_to_en_pipeline is None:
|
| 20 |
-
print("
|
| 21 |
ur_to_en_pipeline = pipeline("translation", model="Helsinki-NLP/opus-mt-ur-en")
|
| 22 |
return ur_to_en_pipeline
|
| 23 |
|
| 24 |
def translate_text(text, direction):
|
| 25 |
-
if not text.strip():
|
| 26 |
-
return "Please enter
|
| 27 |
|
| 28 |
try:
|
| 29 |
-
# Load the
|
| 30 |
if direction == "English to Urdu":
|
| 31 |
-
model =
|
| 32 |
result = model(text)
|
| 33 |
return result[0]['translation_text']
|
| 34 |
|
| 35 |
elif direction == "Urdu to English":
|
| 36 |
-
model =
|
| 37 |
result = model(text)
|
| 38 |
return result[0]['translation_text']
|
| 39 |
|
| 40 |
except Exception as e:
|
| 41 |
-
return f"Error: {str(e)}"
|
| 42 |
|
| 43 |
-
# --- Create
|
| 44 |
-
|
| 45 |
-
with gr.Blocks(theme=gr.themes.Soft()) as demo:
|
| 46 |
gr.Markdown("# 🇬🇧 English <-> 🇵🇰 Urdu Translator")
|
| 47 |
-
gr.Markdown("Translate text instantly using AI models.")
|
| 48 |
|
| 49 |
with gr.Row():
|
| 50 |
with gr.Column():
|
|
@@ -61,11 +60,11 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
|
|
| 61 |
submit_btn = gr.Button("Translate", variant="primary")
|
| 62 |
|
| 63 |
with gr.Column():
|
|
|
|
| 64 |
output_text = gr.Textbox(
|
| 65 |
label="Translated Output",
|
| 66 |
-
lines=5,
|
| 67 |
-
interactive=False
|
| 68 |
-
show_copy_button=True
|
| 69 |
)
|
| 70 |
|
| 71 |
submit_btn.click(
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
from transformers import pipeline
|
| 3 |
|
| 4 |
+
# --- Global Variables for Lazy Loading ---
|
| 5 |
+
# We set them to None initially so the app starts instantly
|
| 6 |
en_to_ur_pipeline = None
|
| 7 |
ur_to_en_pipeline = None
|
| 8 |
|
| 9 |
+
def load_en_ur():
|
| 10 |
+
"""Load English to Urdu model only when requested"""
|
| 11 |
global en_to_ur_pipeline
|
| 12 |
if en_to_ur_pipeline is None:
|
| 13 |
+
print("Loading English -> Urdu model...")
|
| 14 |
en_to_ur_pipeline = pipeline("translation", model="Helsinki-NLP/opus-mt-en-ur")
|
| 15 |
return en_to_ur_pipeline
|
| 16 |
|
| 17 |
+
def load_ur_en():
|
| 18 |
+
"""Load Urdu to English model only when requested"""
|
| 19 |
global ur_to_en_pipeline
|
| 20 |
if ur_to_en_pipeline is None:
|
| 21 |
+
print("Loading Urdu -> English model...")
|
| 22 |
ur_to_en_pipeline = pipeline("translation", model="Helsinki-NLP/opus-mt-ur-en")
|
| 23 |
return ur_to_en_pipeline
|
| 24 |
|
| 25 |
def translate_text(text, direction):
|
| 26 |
+
if not text or not text.strip():
|
| 27 |
+
return "Please enter text to translate."
|
| 28 |
|
| 29 |
try:
|
| 30 |
+
# Load only the model we need right now
|
| 31 |
if direction == "English to Urdu":
|
| 32 |
+
model = load_en_ur()
|
| 33 |
result = model(text)
|
| 34 |
return result[0]['translation_text']
|
| 35 |
|
| 36 |
elif direction == "Urdu to English":
|
| 37 |
+
model = load_ur_en()
|
| 38 |
result = model(text)
|
| 39 |
return result[0]['translation_text']
|
| 40 |
|
| 41 |
except Exception as e:
|
| 42 |
+
return f"Error during translation: {str(e)}"
|
| 43 |
|
| 44 |
+
# --- Create The App Interface ---
|
| 45 |
+
with gr.Blocks() as demo:
|
|
|
|
| 46 |
gr.Markdown("# 🇬🇧 English <-> 🇵🇰 Urdu Translator")
|
|
|
|
| 47 |
|
| 48 |
with gr.Row():
|
| 49 |
with gr.Column():
|
|
|
|
| 60 |
submit_btn = gr.Button("Translate", variant="primary")
|
| 61 |
|
| 62 |
with gr.Column():
|
| 63 |
+
# Removed show_copy_button to prevent errors
|
| 64 |
output_text = gr.Textbox(
|
| 65 |
label="Translated Output",
|
| 66 |
+
lines=5,
|
| 67 |
+
interactive=False
|
|
|
|
| 68 |
)
|
| 69 |
|
| 70 |
submit_btn.click(
|