import React, { useState, useEffect, useRef, useCallback } from 'react';
import styles from './page.module.css';
import { useMicVAD } from "@ricky0123/vad-react";
import * as ort from "onnxruntime-web";
import MicIcon from '@mui/icons-material/Mic';
import StopIcon from '@mui/icons-material/Stop';
import { webmFixDuration } from './BlobFix';
import Progress from './progress';
import { useTranscriber } from "./hooks/useTranscriber";
import constants from './constants';

ort.env.wasm.wasmPaths = "/_next/static/chunks/";

interface VoiceInputFormProps {
    inputRef: any;
    handleSubmit: any;
    input: string;
    setInput: React.Dispatch<React.SetStateAction<string>>;
}

function getMimeType() {
    const types = [
        "audio/webm",
        "audio/mp4",
        "audio/ogg",
        "audio/wav",
        "audio/aac",
    ];
    for (let i = 0; i < types.length; i++) {
        if (MediaRecorder.isTypeSupported(types[i])) {
            return types[i];
        }
    }
    return undefined;
}

const convertBlobToAudioBuffer = async (blob: Blob): Promise<AudioBuffer> => {
    const audioContext = new AudioContext({
        sampleRate: constants.SAMPLING_RATE,
    });
    const arrayBuffer = await blob.arrayBuffer();
    return await audioContext.decodeAudioData(arrayBuffer);
};

const VoiceInputForm: React.FC<VoiceInputFormProps> = ({ inputRef, handleSubmit, input, setInput }) => {
    const [recording, setRecording] = useState(false);
    const [duration, setDuration] = useState(0);
    const [recordedBlob, setRecordedBlob] = useState<Blob | null>(null);

    const streamRef = useRef<MediaStream | null>(null);
    const mediaRecorderRef = useRef<MediaRecorder | null>(null);
    const chunksRef = useRef<Blob[]>([]);
    const [recognizedText, setRecognizedText] = useState('');
    const transcriber = useTranscriber();

    const startListening = useCallback((audioData: any) => {
        transcriber.start(audioData);
    }, [transcriber]);

    useEffect(() => {
        if (transcriber.output) {
            setRecognizedText(transcriber.output.text);
        }
    }, [transcriber]);

    const handleTranscriptionComplete = () => {
        const syntheticEvent = {
            preventDefault: () => {},
            target: {
                elements: {
                    input: {
                        value: recognizedText
                    }
                }
            }
        };

        handleSubmit(syntheticEvent);
    };
    
    useEffect(() => {
        if (transcriber.isComplete) {
            handleTranscriptionComplete();
        }
    // eslint-disable-next-line react-hooks/exhaustive-deps
    }, [transcriber]);

    useEffect(() => {
        if (recognizedText) {
            setInput(recognizedText);
        }
    }, [recognizedText, setInput]);

    useEffect(() => {
        const processRecording = async () => {
            if (recordedBlob) {
                const audioBuffer = await convertBlobToAudioBuffer(recordedBlob);
                startListening(audioBuffer); // Start the transcription process
                setRecordedBlob(null); // Reset the blob state if you want to prepare for a new recording
            }
        };
    
        processRecording();
    }, [recordedBlob, startListening]);
    

    const vad = useMicVAD({
        modelURL: "/_next/static/chunks/silero_vad.onnx",
        workletURL: "/_next/static/chunks/vad.worklet.bundle.min.js",
        startOnLoad: false,
        onSpeechEnd: async () => {
            if (recording) {
                await stopRecording(); // Stop the recording    
                setRecording(!recording); // Update the recording state
            }
        },
    });

    const stopRecording = () => {
        if (
            mediaRecorderRef.current &&
            mediaRecorderRef.current.state === "recording"
        ) {
            mediaRecorderRef.current.stop(); // set state to inactive
            setDuration(0);
            setRecording(false);
        }
    };

    const startRecording = async () => {
        // Reset recording (if any)
        setRecordedBlob(null);
        // @ts-ignore
        transcriber.start();

        let startTime = Date.now();

        try {
            if (!streamRef.current) {
                streamRef.current = await navigator.mediaDevices.getUserMedia({
                    audio: true,
                });
            }

            const mimeType = getMimeType();
            const mediaRecorder = new MediaRecorder(streamRef.current, {
                mimeType,
            });

            mediaRecorderRef.current = mediaRecorder;

            mediaRecorder.addEventListener("dataavailable", async (event) => {
                if (event.data.size > 0) {
                    chunksRef.current.push(event.data);
                }
                if (mediaRecorder.state === "inactive") {
                    const duration = Date.now() - startTime;

                    // Received a stop event
                    let blob = new Blob(chunksRef.current, { type: mimeType });

                    if (mimeType === "audio/webm") {
                        blob = await webmFixDuration(blob, duration, blob.type);
                    }

                    setRecordedBlob(blob);

                    chunksRef.current = [];
                }
            });
            mediaRecorder.start();
            setRecording(true);
        } catch (error) {
            console.error("Error accessing microphone:", error);
        }
    };

    useEffect(() => {
        let stream: any = null;

        if (recording) {
            const timer = setInterval(() => {
                setDuration((prevDuration) => prevDuration + 1);
            }, 1000);

            return () => {
                clearInterval(timer);
            };
        }

        return () => {
            if (stream) {
                stream.getTracks().forEach((track: { stop: () => any; }) => track.stop());
            }
        };
    }, [recording]);

    const handleToggleRecording = () => {
        vad.start();
        if (recording) {
            stopRecording();
        } else {
            startRecording();
        }
    };

    return (
        <div className={styles.inputContainer}>
            {transcriber.progressItems.length > 0 && (
                <div>
                    <label>
                        Loading model files... (only run once)
                    </label>
                    {transcriber.progressItems.map((data) => (
                        <div key={data.file}>
                            <Progress
                                text={data.file}
                                percentage={data.progress}
                            />
                        </div>
                    ))}
                </div>
            )}
            <form onSubmit={handleSubmit} className={styles.form}>
                <input
                    ref={inputRef}
                    type="text"
                    value={input}
                    className={styles.input}
                    onChange={(e) => setInput(e.target.value)}
                    placeholder="Speak or type..."
                />
            </form>
            <button
                type='button'
                className={styles.button}
                onClick={handleToggleRecording}
            >
                {recording ? <StopIcon /> : <MicIcon />}
            </button>
        </div>
    );
};


export default VoiceInputForm;