import os
import gradio as gr
from scipy.io.wavfile import write
import subprocess 

def inference(audio):
    os.makedirs("out", exist_ok=True)
    write('test.wav', audio[0], audio[1])

    command = "python3 -m demucs.separate -n mdx_extra_q -d cpu test.wav -o out"
    process = subprocess.run(command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
    print("Demucs script output:", process.stdout.decode())
  
    os.makedirs("out", exist_ok=True)
    write('test.wav', audio[0], audio[1])
    result = os.system("python3 -m demucs.separate -n mdx_extra_q -d cpu test.wav -o out")
    print(f"Demucs script result: {result}")

    # Check if files exist before returning
    files = ["./out/mdx_extra_q/test/vocals.wav",
             "./out/mdx_extra_q/test/bass.wav",
             "./out/mdx_extra_q/test/drums.wav",
             "./out/mdx_extra_q/test/other.wav"]
    for file in files:
        if not os.path.isfile(file):
            print(f"File not found: {file}")
        else:
            print(f"File exists: {file}")

    return files
  
title = "Demucs"
description = "Forked from here https://huggingface.co/spaces/akhaliq/demucs/ and changed to updated demucs pip source. Gradio demo for Demucs: Music Source Separation in the Waveform Domain. To use it, simply upload your audio, or click one of the examples to load them. Read more at the links below."
article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1911.13254' target='_blank'>Music Source Separation in the Waveform Domain</a> | <a href='https://github.com/facebookresearch/demucs' target='_blank'>Github Repo</a></p>"

examples=[['test.mp3']]
gr.Interface(
    inference, 
    gr.components.Audio(type="numpy", label="Input"), 
    [gr.components.Audio(type="filepath", label="Vocals"),
     gr.components.Audio(type="filepath", label="Bass"),
     gr.components.Audio(type="filepath", label="Drums"),
     gr.components.Audio(type="filepath", label="Other")],
    title=title,
    description=description,
    article=article
).launch(enable_queue=True)