from gradio.inputs import Textbox
from gradio.outputs import Textbox, Table
from gradio import Interface
import aranizer

# Load your tokenizers
tokenizers = {
    "aranizer_bpe50k": aranizer.aranizer_bpe50k.get_tokenizer(),
    "aranizer_bpe64k": aranizer.aranizer_bpe64k.get_tokenizer(),
    "aranizer_sp32k": aranizer.aranizer_sp32k.get_tokenizer(),
    # Add more tokenizers as needed
}

def compare_tokenizers(text):
    results = []
    for name, tokenizer in tokenizers.items():
        tokens = tokenizer.tokenize(text)
        encoded_output = tokenizer.encode(text, add_special_tokens=True)
        decoded_text = tokenizer.decode(encoded_output)
        results.append((name, tokens, encoded_output, decoded_text))
    return results

inputs = Textbox(label="Enter Arabic text")
outputs = Table(label="Results", columns=["Tokenizer", "Tokens", "Encoded Output", "Decoded Text"])

iface = Interface(fn=compare_tokenizers, inputs=inputs, outputs=outputs)

iface.launch()