let selectedDeviceId = "default";
export let serverTime;
export let recordButton;
let socket;
let audioRecorder;
let audioStream;
let recording = false;
let connectionStatus;
let statusRecording;
let audioContext;
let volumeChecker;
let lastVolumes = new Array(5);
let averageVolume;
let silenceCount = 0;
let isSpeaking = false;
let soundDetected = false;
let speakingCount = 0;
let analyser = null;

let SILENCE_DELAY_MS = 50;
let preDetect_IncludedAudio = 400; //ms
let soundCount_Threshold = 10;
let silenceCount_Threshold = 10;

const volumeHistory = [];

export function setSocket(newSocket) {
    socket = newSocket;
}
export function setRecordButton(newRecordButton) {
    recordButton = newRecordButton;
    recordButton.addEventListener("click", toggleListening);
}

export function InitAudioAnalyser(stream) {
    audioContext = new AudioContext();
    const source = audioContext.createMediaStreamSource(stream);
    analyser = audioContext.createAnalyser();
    analyser.fftSize = 2048;
    analyser.smoothingTimeConstant = 0.8;
    source.connect(analyser);
}

export function startListening() {
    //canvasCtx.fillStyle = "green";
    recording = true;
    navigator.mediaDevices.getUserMedia({ audio: { sampleRate: 16000 } })
        .then((stream) => {
            audioStream = stream;

            const audioContext = new AudioContext();
            const sourceNode = audioContext.createMediaStreamSource(audioStream);
            const audioSampleRate = sourceNode.context.sampleRate;

            info.innerHTML = "Sample rate: " + audioSampleRate + " Hz";
            var preBuffer = [];

            const channelSplitter = audioContext.createChannelSplitter(2);
            const channelMerger = audioContext.createChannelMerger(1);
            sourceNode.connect(channelSplitter);
            channelSplitter.connect(channelMerger, 0, 0);
            const outputNode = channelMerger;

            const mediaStreamDestination = audioContext.createMediaStreamDestination();
            outputNode.connect(mediaStreamDestination);
            const singleChannelStream = mediaStreamDestination.stream;

            audioRecorder = new MediaRecorder(singleChannelStream);
            audioRecorder.start();
            audioRecorder.addEventListener("dataavailable", (event) => {
                if (!soundDetected && autosend.checked) {
                    preBuffer = [];
                    preBuffer.push(event.data);
                    return;
                }
                if (event.data.size > 0) {
                    let data = event.data;
                    console.log("audio data size: " + data.size);
                    if (preBuffer.length > 0) {
                        sendAudioToServerPost(preBuffer);
                    }
                    sendAudioToServer(data);
                    soundDetected = false;
                }
            });

            InitAudioAnalyser(stream);
        });

    recordButton.innerHTML = "Stop Talking";
    recordButton.classList.toggle('bg-red-500');
    recordButton.classList.toggle('bg-blue-500');
    recordButton.classList.toggle('hover:bg-blue-700');
}

export function stopListening() {
    recording = false;
    audioRecorder.stop();
    recordButton.innerHTML = "Push to Talk";
    recordButton.classList.toggle('bg-blue-500');
    recordButton.classList.toggle('bg-red-500');
    recordButton.classList.toggle('hover:bg-blue-700');
    clearInterval(volumeChecker);
    if (audioStream) {
        audioStream.getTracks().forEach(track => track.stop());
        audioStream = null;
    }
}

export function sendAudioToServerPost(data) {
    const blob = new Blob(data, { type: "audio/ogg; codecs=opus" });
    var formData = new FormData();
    formData.append('file', data);
    fetch('/upload', {
        method: 'POST',
        body: formData
    });
}

export function sendAudioToServer(data) {
    //if (connected) {
        socket.send(JSON.stringify({ type: 'audio', task:"transcribe", audio: data }));
        serverTime = Date.now();
        if (!autosend.checked) {
            transcription.innerHTML = "Processing audio...";
        }
    //}
}

export function toggleListening() {
    if (socket.readyState === WebSocket.OPEN) {
        if (recording) {
            stopListening();
        } else {
            startListening();
        }
    }
}

export function initializeVolumeChecker() {
    volumeChecker = setInterval(() => {
        if (!audioContext) {
            console.log("No audio context");
            return;
        }
        const frequencyData = new Uint8Array(analyser.frequencyBinCount);
        analyser.getByteFrequencyData(frequencyData);

        let totalVolume = 0;
        for (let i = 0; i < frequencyData.length; i++) {
            totalVolume += frequencyData[i];
        }
        averageVolume = totalVolume / frequencyData.length;

        volumeHistory.push(averageVolume);
        if (volumeHistory.length > 100) {
            volumeHistory.shift();
        }

        const threshold = volumeHistory.reduce((acc, curr) => acc + curr) / volumeHistory.length + 5;
        const isSilent = averageVolume < threshold;

        if (averageVolume > threshold) {
            if (autosend.checked && speakingCount == 0 && audioRecorder) {
                soundDetected = false;
                audioRecorder.stop();
                audioRecorder.start();
            }
            speakingCount++;
            if (speakingCount > soundCount_Threshold) {
                statusRecording.innerHTML = "Listening...";
                statusRecording.style.color = "green";
                isSpeaking = true;
            }
        } else if (averageVolume - 5 < threshold) {
            speakingCount = 0;
            if (isSpeaking) {
                silenceCount++;
                if (silenceCount > silenceCount_Threshold) {
                    if (autosend.checked) {
                        soundDetected = true;
                        audioRecorder.stop();
                        audioRecorder.start();
                    }
                    isSpeaking = false;
                    statusRecording.innerHTML = "Silence detected...";
                    statusRecording.style.color = "orange";
                }
            }
        }
    }, SILENCE_DELAY_MS);
}