import React, { useEffect, useState, useRef } from 'react';
import { Mic, X, MicOff, AlertCircle } from 'lucide-react';

export default function VoiceSessionModal({ isOpen, onClose, apiKey }) {
  const [status, setStatus] = useState('connecting'); // 'connecting', 'listening', 'speaking', 'error'
  const [errorMessage, setErrorMessage] = useState('');
  const [isMuted, setIsMuted] = useState(false);
  
  const wsRef = useRef(null);
  const audioContextRef = useRef(null);
  const playbackContextRef = useRef(null);
  const streamRef = useRef(null);
  const processorRef = useRef(null);
  const nextPlayTimeRef = useRef(0);
  const textTranscriptRef = useRef('');
  const [transcript, setTranscript] = useState('');

  // Helper: Convert ArrayBuffer to Base64
  const base64ArrayBuffer = (arrayBuffer) => {
    let binary = '';
    const bytes = new Uint8Array(arrayBuffer);
    const len = bytes.byteLength;
    for (let i = 0; i < len; i++) {
      binary += String.fromCharCode(bytes[i]);
    }
    return window.btoa(binary);
  };

  useEffect(() => {
    if (!isOpen) return;

    setStatus('connecting');
    setTranscript('');
    textTranscriptRef.current = '';

    // Determine WebSocket URL
    const protocol = window.location.protocol === 'https:' ? 'wss://' : 'ws://';
    const host = window.location.host === 'localhost:5173' ? 'localhost:8000' : window.location.host;
    const wsUrl = `${protocol}${host}/api/live-ws?api_key=${apiKey || ''}`;

    // Establish WebSocket Connection
    const ws = new WebSocket(wsUrl);
    wsRef.current = ws;

    ws.onopen = async () => {
      try {
        // Request Microphone access
        const stream = await navigator.mediaDevices.getUserMedia({ audio: true });
        streamRef.current = stream;

        // Initialize Audio contexts
        audioContextRef.current = new (window.AudioContext || window.webkitAudioContext)({ sampleRate: 16000 });
        playbackContextRef.current = new (window.AudioContext || window.webkitAudioContext)({ sampleRate: 24000 });
        nextPlayTimeRef.current = playbackContextRef.current.currentTime;

        // Capture Mic Input
        const source = audioContextRef.current.createMediaStreamSource(stream);
        const processor = audioContextRef.current.createScriptProcessor(2048, 1, 1);
        processorRef.current = processor;

        processor.onaudioprocess = (e) => {
          if (isMuted) return;

          const inputData = e.inputBuffer.getChannelData(0);
          // Convert Float32 to Int16 PCM
          const pcmData = new Int16Array(inputData.length);
          for (let i = 0; i < inputData.length; i++) {
            pcmData[i] = Math.max(-1, Math.min(1, inputData[i])) * 0x7FFF;
          }

          // Send chunk to server
          if (ws.readyState === WebSocket.OPEN) {
            const base64Audio = base64ArrayBuffer(pcmData.buffer);
            ws.send(JSON.stringify({ type: 'audio', data: base64Audio }));
          }
        };

        source.connect(processor);
        processor.connect(audioContextRef.current.destination);

        setStatus('listening');
      } catch (err) {
        console.error("Microphone access failed:", err);
        setStatus('error');
        setErrorMessage("Microphone access is required for voice session. Please allow mic permissions.");
      }
    };

    ws.onmessage = async (event) => {
      const message = JSON.parse(event.data);

      if (message.type === 'audio') {
        setStatus('speaking');
        
        // Decode base64 24kHz PCM back to Float32 for Web Audio playback
        const binary = window.atob(message.data);
        const bytes = new Uint8Array(binary.length);
        for (let i = 0; i < binary.length; i++) {
          bytes[i] = binary.charCodeAt(i);
        }

        const int16Data = new Int16Array(bytes.buffer);
        const float32Data = new Float32Array(int16Data.length);
        for (let i = 0; i < int16Data.length; i++) {
          float32Data[i] = int16Data[i] / 0x7FFF;
        }

        const pContext = playbackContextRef.current;
        if (pContext && pContext.state !== 'suspended') {
          const audioBuffer = pContext.createBuffer(1, float32Data.length, 24000);
          audioBuffer.getChannelData(0).set(float32Data);

          const bufferSource = pContext.createBufferSource();
          bufferSource.buffer = audioBuffer;
          bufferSource.connect(pContext.destination);

          // Gapless scheduling
          const startTime = Math.max(pContext.currentTime, nextPlayTimeRef.current);
          bufferSource.start(startTime);
          nextPlayTimeRef.current = startTime + audioBuffer.duration;
        }
      } else if (message.type === 'text') {
        // Handle incoming Socratic tutor speech transcription
        textTranscriptRef.current += message.data;
        setTranscript(textTranscriptRef.current);
      } else if (message.type === 'turn_complete') {
        setStatus('listening');
        textTranscriptRef.current = '';
      }
    };

    ws.onerror = (err) => {
      console.error("WebSocket error:", err);
      setStatus('error');
      setErrorMessage("Lost connection to Gemini Live server.");
    };

    ws.onclose = () => {
      setStatus('connecting');
    };

    return () => {
      // Clean up connections and audio context on unmount
      if (wsRef.current) wsRef.current.close();
      if (processorRef.current) processorRef.current.disconnect();
      if (streamRef.current) {
        streamRef.current.getTracks().forEach(track => track.stop());
      }
      if (audioContextRef.current) audioContextRef.current.close();
      if (playbackContextRef.current) playbackContextRef.current.close();
    };
  }, [isOpen, isMuted]);

  if (!isOpen) return null;

  return (
    <div className="voice-modal-backdrop">
      <div className="voice-modal-content">
        <button className="voice-modal-close" onClick={onClose}>
          <X size={20} />
        </button>

        <div className="voice-modal-header">
          <h2>Socratic Voice Space</h2>
          <p>Real-Time Bidirectional Dialogue</p>
        </div>

        {/* Pulse Animations and Mic States */}
        <div className="voice-visualizer-container">
          {status === 'connecting' && (
            <div className="voice-status-indicator connecting">
              <div className="pulse-circle" />
              <span>Connecting to Gemini Live...</span>
            </div>
          )}

          {status === 'listening' && (
            <div className="voice-status-indicator listening">
              <div className="pulse-circle active" />
              <div className="pulse-ring ring-1" />
              <div className="pulse-ring ring-2" />
              <span style={{ color: 'var(--color-happy)' }}>Listening to you... Go ahead and speak!</span>
            </div>
          )}

          {status === 'speaking' && (
            <div className="voice-status-indicator speaking">
              <div className="pulse-circle active speaking-pulse" />
              <div className="pulse-ring ring-1 speaking-ring" />
              <div className="pulse-ring ring-2 speaking-ring" />
              <span style={{ color: 'var(--secondary)' }}>Socratic Tutor is speaking...</span>
            </div>
          )}

          {status === 'error' && (
            <div className="voice-status-indicator error" style={{ gap: '0.8rem' }}>
              <AlertCircle size={40} color="var(--color-frustrated)" />
              <p style={{ color: 'var(--color-frustrated)', fontSize: '0.9rem', textAlign: 'center', maxWidth: '300px' }}>
                {errorMessage}
              </p>
            </div>
          )}
        </div>

        {/* Transcription Display */}
        {status === 'speaking' && transcript && (
          <div className="voice-transcript-box">
            <p>"{transcript}"</p>
          </div>
        )}

        {/* Control Buttons */}
        <div className="voice-modal-controls">
          <button 
            className={`voice-control-btn ${isMuted ? 'muted' : ''}`}
            onClick={() => setIsMuted(!isMuted)}
            disabled={status === 'error' || status === 'connecting'}
            title={isMuted ? "Unmute microphone" : "Mute microphone"}
          >
            {isMuted ? <MicOff size={22} /> : <Mic size={22} />}
            <span>{isMuted ? "Muted" : "Active"}</span>
          </button>
        </div>
      </div>
    </div>
  );
}