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import gradio as gr
from src.translate_any_doc import translate_document
from src.salamandraTA7b_translator import SalamandraTA7bTranslator
from src.mtuoc_aina_translator import MTUOCAinaTranslator
from src.aligner import Aligner
from nltk.tokenize.treebank import TreebankWordDetokenizer
config_folder = 'fast_align_config'
temp_folder = 'tmp'
hf_token = ""
detokenizer = TreebankWordDetokenizer()
translator = SalamandraTA7bTranslator(hf_token)
# ip = ''
# port = ''
# translator = MTUOCAinaTranslator(ip, port)
def upload_file(filepath, source_lang, target_lang):
aligner = Aligner(config_folder, source_lang, target_lang, temp_folder)
translated_file_name = translate_document(filepath, source_lang, target_lang, translator, aligner, detokenizer)
return [gr.UploadButton(visible=False),
gr.DownloadButton(label=f"Download {translated_file_name}", value=translated_file_name, visible=True)]
def download_file():
return [gr.UploadButton(visible=True), gr.DownloadButton(visible=False)]
with gr.Blocks() as demo:
with gr.Tab("Text"):
gr.Interface(fn=translator.translate, inputs=["text", "text", "text"], outputs="text")
with gr.Tab("Docx documents"):
with gr.Row():
dropdown1 = gr.Dropdown(label="Source language", choices=["en", "ca"], value=None,
interactive=True)
dropdown2 = gr.Dropdown(label="Target language", choices=["en", "ca"], value=None, interactive=True)
gr.Markdown("First upload a file and and then you'll be able download it (but only once!)")
with gr.Row():
u = gr.UploadButton("Upload a file", file_count="single")
d = gr.DownloadButton("Download the file", visible=False)
u.upload(upload_file, [u, dropdown1, dropdown2], [u, d])
d.click(download_file, None, [u, d])
if __name__ == "__main__":
demo.launch()
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