#!/usr/bin/python3
# -*- coding: utf-8 -*-
import argparse
import os
from pathlib import Path
import sys

from gradio_client import Client, handle_file
import numpy as np
from tqdm import tqdm
import shutil

pwd = os.path.abspath(os.path.dirname(__file__))
sys.path.append(os.path.join(pwd, "../../"))

import librosa
from scipy.io import wavfile


def get_args():
    parser = argparse.ArgumentParser()
    parser.add_argument(
        "--src_dir",
        default=r"E:\Users\tianx\HuggingDatasets\nx_noise\data\speech\en-PH",
        # default=r"/data/tianxing/HuggingDatasets/nx_noise/data/speech/en-PH",
        type=str
    )
    parser.add_argument(
        "--tgt_dir",
        default=r"E:\Users\tianx\HuggingDatasets\nx_noise\data\speech-denoise\en-PH",
        # default=r"/data/tianxing/HuggingDatasets/nx_noise/data/speech-denoise/en-PH",
        type=str
    )
    args = parser.parse_args()
    return args


def main():
    args = get_args()

    # client = Client(src="http://10.75.27.247:7865/")
    client = Client(src="http://127.0.0.1:7865/")

    src_dir = Path(args.src_dir)
    tgt_dir = Path(args.tgt_dir)
    tgt_dir.mkdir(parents=True, exist_ok=True)

    tgt_date_list = list(sorted([date.name for date in src_dir.glob("*") if not date.name.endswith(".zip")]))
    finished_date_set = set(tgt_date_list[:-1])
    current_date = tgt_date_list[-1]

    print(f"finished_date_set: {finished_date_set}")
    print(f"current_date: {current_date}")

    finished_set = set()
    for filename in (tgt_dir / current_date).glob("*.wav"):
        name = filename.name
        finished_set.add(name)

    src_date_list = list(sorted([date.name for date in src_dir.glob("*")]))
    for date in src_date_list:
        if date in finished_date_set:
            continue
        for filename in (src_dir / current_date).glob("**/*.wav"):
            result = client.predict(
                noisy_audio_file_t=handle_file(filename.as_posix()),
                noisy_audio_microphone_t=None,
                engine="frcrn-10-dns3",
                api_name="/when_click_denoise_button"
            )
            denoise_file = result[0]
            tgt_file = tgt_dir / current_date / f"{filename.name}"
            tgt_file.parent.mkdir(parents=True, exist_ok=True)

            shutil.move(denoise_file, tgt_file)
            print(denoise_file)
            exit(0)

    return


if __name__ == "__main__":
    main()