app.py

"""Prep gradio API."""
# pylint: diable=invalid-name
from typing import Optional
from easynmt import EasyNMT
import gradio as gr
from logzero import logger

model = EasyNMT('opus-mt')
translate = model.translate

def opusmt(
    text: str,
    # from_lang: Optional[str] = None,
    to_lang: str = "zh",
) -> Union[str, List[str]]:
    try:
        res = translate(text, target_lang=to_lang)
    except Exception as e:
        logger.error(e)
        res = f"errors: {e}"
    return res


inputs = [
    gr.Textbox(
        label="text to translate",
        value="zh",
        lines=7,
        max_lines=200,
    ),
    # "textarea",
    gr.Textbox(label="to_lang", value="en"),
]
outputs = [
    gr.Textbox(
        label=f"translated",
        lines=7,
        max_lines=200,
    ),

description = """Supported languages: aav, aed, af, alv, am, ar, art, ase, az, bat, bcl, be, bem, ber, bg, bi, bn, bnt, bzs, ca, cau, ccs, ceb, cel, chk, cpf, crs, cs, csg, csn, cus, cy, da, de, dra, ee, efi, el, en, eo, es, et, eu, euq, fi, fj, fr, fse, ga, gaa, gil, gl, grk, guw, gv, ha, he, hi, hil, ho, hr, ht, hu, hy, id, ig, ilo, is, iso, it, ja, jap, ka, kab, kg, kj, kl, ko, kqn, kwn, kwy, lg, ln, loz, lt, lu, lua, lue, lun, luo, lus, lv, map, mfe, mfs, mg, mh, mk, mkh, ml, mos, mr, ms, mt, mul, ng, nic, niu, nl, no, nso, ny, nyk, om, pa, pag, pap, phi, pis, pl, pon, poz, pqe, pqw, prl, pt, rn, rnd, ro, roa, ru, run, rw, sal, sg, sh, sit, sk, sl, sm, sn, sq, srn, ss, ssp, st, sv, sw, swc, taw, tdt, th, ti, tiv, tl, tll, tn, to, toi, tpi, tr, trk, ts, tum, tut, tvl, tw, ty, tzo, uk, umb, ur, ve, vi, vsl, wa, wal, war, wls, xh, yap, yo, yua, zai, zh, zne. Refer to [https://github.com/UKPLab/EasyNMT](https://github.com/UKPLab/EasyNMT) for details.
"""

iface = gr.Interface(
    fn=opusmt,
    inputs=inputs,
    outputs=putputs,
    title="opus mt",
    description=description,
    examples=[
        ["This is a test.", "zh"],
        ["This is a test.", "de"],
    ]
    )
iface.launch(enable_queue=True)