app.py

import requests
import gradio as gr
from shakkala import Shakkala

tashkel_url = "http://www.7koko.com/api/tashkil/index.php"


def add_tashkeel1(text):
    data = {"textArabic": text}
    response = requests.post(tashkel_url, data=data)
    response.encoding = "utf-8"
    text = response.text.strip()
    return text


sh = Shakkala(version=3)
model, graph = sh.get_model()


def add_tashkeel2(input_text):
    input_int = sh.prepare_input(input_text)
    logits = model.predict(input_int)[0]
    predicted_harakat = sh.logits_to_text(logits)
    final_output = sh.get_final_text(input_text, predicted_harakat)
    print(final_output)
    return final_output


with gr.Blocks(title="Arabic Tashkeel") as demo:
    gr.HTML("<center><h1>Arabic Tashkeel</h1></center>")
    gr.HTML(
        "<center><p>Compare different methods for adding tashkeel to Arabic text.</p></center>"
    )
    with gr.Tab(label="Tashkil"):
        with gr.Row():
            with gr.Column():
                text_input1 = gr.Textbox(
                    lines=1, label="Input Text", rtl=True, text_align="right"
                )
                with gr.Row():
                    clear_button1 = gr.Button(value="Clear", variant="secondary")
                    submit_button1 = gr.Button(value="Add Tashkeel", variant="primary")

            with gr.Column():
                text_output1 = gr.Textbox(
                    lines=1, label="Output Text", rtl=True, text_align="right"
                )

    submit_button1.click(add_tashkeel1, inputs=text_input1, outputs=text_output1)
    clear_button1.click(lambda: text_input1.update(""))

    with gr.Tab(label="Shakkala"):
        with gr.Row():
            with gr.Column():
                text_input2 = gr.Textbox(
                    lines=1, label="Input Text", rtl=True, text_align="right"
                )
                with gr.Row():
                    clear_button2 = gr.Button(value="Clear", variant="secondary")
                    submit_button2 = gr.Button(
                        value="Apply Tashkeel", variant="primary"
                    )

            with gr.Column():
                text_output2 = gr.Textbox(
                    lines=1, label="Output Text", rtl=True, text_align="right"
                )

    submit_button2.click(add_tashkeel2, inputs=text_input2, outputs=text_output2)
    clear_button2.click(lambda: text_input2.update(""))

demo.queue().launch()