import asyncio
import io
import logging
import select
import time
import traceback
from typing import List

import av
import numpy as np
import streamlit as st
from streamlit_webrtc import WebRtcMode, webrtc_streamer
import pydub

from dotenv import load_dotenv
load_dotenv()
from sample_utils.turn import get_ice_servers

logger = logging.getLogger(__name__)


import subprocess
import os

class FFMpegConverter:
    def __init__(self, input_format='mp3', output_format='s16le'):
        self.input_format = input_format
        self.output_format = output_format

        self.input_pipe = None
        self.output_pipe = None

        self.process = None
        self.start_process()

    def start_process(self):
        cmd = [
            'ffmpeg',
            # '-y',
            # '-f', self.input_format,
            '-i', 'pipe:0',  # read from stdin
            '-f', self.output_format,
            '-ar', '48000',
            '-ac', '1',
            # '-acodec', 'pcm_s16le',  # output format
            'pipe:1'  # write to stdout
        ]

        self.process = subprocess.Popen(cmd, stdin=subprocess.PIPE, stdout=subprocess.PIPE)
        self.input_pipe = self.process.stdin
        self.output_pipe = self.process.stdout

    def push_chunk(self, chunk):
        try:
            self.input_pipe.write(chunk)
            self.input_pipe.flush()
        except BrokenPipeError:
            # If the pipe is broken, restart the process.
            self.start_process()
            self.input_pipe.write(chunk)
            self.input_pipe.flush()

    def read_output(self, num_bytes=1024):
        frame = self.output_pipe.read(num_bytes)
        return frame

    def has_processed_all_data(self):
        return self.process.poll() is not None

    def close(self):
        self.input_pipe.close()
        self.output_pipe.close()
        self.process.wait()


def video_frame_callback(
    frame: av.VideoFrame,
) -> av.VideoFrame:
    return frame


with open("chunks.pkl", "rb") as f:
    import pickle
    debug_chunks = pickle.load(f)

    converter = FFMpegConverter()
    for chunk in debug_chunks:
        converter.push_chunk(chunk)


# emptry array of type int16
sample_buffer = np.zeros((0), dtype=np.int16)

def process_frame(old_frame):

    try:
        output_channels = 2
        output_sample_rate = 44100
        required_samples = old_frame.samples

        frame_as_bytes = converter.read_output(required_samples*2*1) # 2 bytes per sample, mono
        samples = np.frombuffer(frame_as_bytes, dtype=np.int16)

        # Duplicate mono channel for stereo
        if output_channels == 2:
            samples = np.vstack((samples, samples)).reshape((-1,), order='F')

        samples = samples.reshape(1, -1)

        layout = 'stereo' if output_channels == 2 else 'mono'
        new_frame = av.AudioFrame.from_ndarray(samples, format='s16', layout=layout)
        new_frame.sample_rate = old_frame.sample_rate
        new_frame.pts = old_frame.pts
        return new_frame
    except Exception as e:
        print (e)
        traceback.print_exc() 
        raise(e)



def audio_frame_callback(old_frame: av.AudioFrame) -> av.AudioFrame:
    new_frame = process_frame(old_frame)

    # print (f"frame:     {old_frame}, pts: {old_frame.pts}")
    # print (f"new_frame: {new_frame}, pts: {new_frame.pts}")

    return new_frame
    # return old_frame


webrtc_streamer(
    key="delay",
    mode=WebRtcMode.SENDRECV,
    rtc_configuration={"iceServers": get_ice_servers()},

    video_frame_callback=video_frame_callback,
    audio_frame_callback=audio_frame_callback,

)