Upload app.py

app.py

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+# -*- coding: utf-8 -*-
+"""Gradio Course 04 - Test.ipynb
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/1QdsZHyXpY78iytNDhpBZmMTKRcb_27nQ
+"""
+
+!pip install gradio transformers googletrans==4.0.0rc1 transformers[sentencepiece] --quiet
+
+import gradio as gr
+from transformers import pipeline
+from googletrans import Translator
+
+model_card_en2ar = 'Shularp/model-translate-en-to-ar-from-320k-dataset-ar-en-th2301191458'
+model_card_th2en = 'Helsinki-NLP/opus-mt-th-en'
+
+translate_en2ar = pipeline("translation", model = model_card_en2ar)
+translate_th2en = pipeline("translation", model = model_card_th2en)
+
+def tx_th2en(text):
+  result_en = translate_th2en(text)[0]['translation_text']
+  return (result_en)
+
+def tx_en2ar(text):
+  result_ar = translate_en2ar(text)[0]['translation_text']
+  return (result_ar)
+
+def tx_th2ar(text):
+  result_en = translate_th2en(text)[0]['translation_text']
+  result_ar = translate_en2ar(result_en)[0]['translation_text']
+  #return result_en, result_ar
+  return result_ar
+
+def trans_via_google(text,source, target):
+  google_trans = Translator() #reduce problem timeout runtime.
+  return google_trans.translate(text = text, src = source, dest = target).text
+
+def translate_en2th(text):
+  google_trans = Translator() #reduce problem timeout runtime.
+  return google_trans.translate(text = text, src = 'en', dest = 'th').text
+
+def null(text):
+  return "ยังไม่ได้รองการแปลจากภาษาอังกฤษเป็นภาษาไทย"
+
+with gr.Blocks() as demo:
+  with gr.Row():
+    with gr.Column():
+      input_thai = gr.Textbox(label = 'ข้อความภาษาไทย')
+      translate_btn = gr.Button(value = 'Translate to En and Ar')
+
+    with gr.Column():
+      input_en = gr.Textbox(label = 'English Text')
+      translate_en_btn = gr.Button(value = 'Translate to Ar')
+
+    with gr.Column():
+      result_ar = gr.Textbox(label = 'ข้อความภาษาอาหรับ')
+    translate_btn.click(tx_th2en, inputs = input_thai, outputs=input_en)
+    translate_btn.click(tx_th2ar, inputs = input_thai, outputs=result_ar)
+    translate_en_btn.click(tx_en2ar, inputs = input_en, outputs=result_ar)
+    translate_en_btn.click(translate_en2th,inputs = input_en, outputs= input_thai)
+
+demo.launch()
+