import React, { useEffect, useRef, useState } from "react";
import css from "./Playground.module.scss";
import toast from "react-hot-toast";
import { v4 as uuidv4 } from "uuid";
import { useNavigate } from "react-router-dom";
import { GiBroom } from "react-icons/gi";
import { RiAiGenerate } from "react-icons/ri";

const voices = [
  {
    name: "JILL",
    value: "jill",
  },
  {
    name: "JACK",
    value: "jack",
  },
];

const Playground = () => {
  const navigate = useNavigate();
  const [temperature, setTemperature] = useState(0.7);
  const [threshold, setThreshold] = useState(0.5);
  const [prefixPadding, setPrefixPadding] = useState(300);
  const [silenceDuration, setSilenceDuration] = useState(100);
  const [mobileView, setmobileView] = useState(false);
  const [generating, setgenerating] = useState(false);
  const [isVoices, setisVoices] = useState(false);
  const [selectedVoice, setselectedVoice] = useState(voices[0]);
  const [ismicopen, setismicopen] = useState(false);
  const [ismic, setismic] = useState(false);
  const [audioStream, setAudioStream] = useState(null);
  const [audioContext, setAudioContext] = useState(null);
  const sourceRef = useRef(null);
  const audioContextRef = useRef(null);
  const playing = useRef(false);
  const [isplaying, setisplaying] = useState(false);
  const lastshifted = useRef(null);
  const bufferQueue = useRef([]);
  const socket = useRef(null);
  const isgrpc = useRef(null);
  const [isgrpcs, setisgrpc] = useState(false);
  const [socketConnected, setsocketConnected] = useState(false);
  const [audioContextState, setaudioContextState] = useState(false);
  if (!sessionStorage.getItem("sessionId")) {
    const sessionId = uuidv4();
    sessionStorage.setItem("sessionId", sessionId);
  }
  const [session, setsession] = useState(sessionStorage.getItem("sessionId"));
  const [system_prompt, setsetsystemPrompt] = useState("");
  const [elapsedTime, setElapsedTime] = useState(0);
  const [latency, setlatency] = useState(0);

  const [chathistory, setchathistory] = useState([]);
  const msgref = useRef(null);

  useEffect(() => {
    if (chathistory) {
      msgref?.current?.scrollIntoView({ behavior: "smooth" });
    }
  }, [chathistory]);

  const handlePlay = async (da) => {
    try {
      if (!isgrpc.current) {
        return;
      }
      playing.current = true;
      setisplaying(true);

      const base64Data = bufferQueue.current.shift();
      lastshifted.current = base64Data;

      const bytes = new Uint8Array(
        atob(base64Data)
          .split("")
          .map((char) => char.charCodeAt(0))
      );

      let arrayBuffer = bytes.buffer;

      const metadataEndIndex = bytes.indexOf(0);
      let metadata = new TextDecoder().decode(bytes.slice(0, metadataEndIndex));
      metadata = JSON.parse(metadata);

      const { session_id, sequence_id, transcript } = metadata;
      if (sequence_id !== "-2") {
        if (socket.interval) {
          clearInterval(socket.interval);
          socket.interval = null;
          setlatency((prev) => prev + 150);
        }
        arrayBuffer = arrayBuffer.slice(
          metadataEndIndex + 1,
          arrayBuffer.length
        );

        try {
          if (audioContextRef.current.state === "suspended") {
            await audioContextRef.current.resume();
          }
          const audioBuffer = await audioContextRef.current.decodeAudioData(
            arrayBuffer
          );

          if (sourceRef.current) {
            sourceRef.current.disconnect();
          }

          const source = audioContextRef.current.createBufferSource();
          source.buffer = audioBuffer;
          source.connect(audioContextRef.current.destination);
          source.start(0);
          sourceRef.current = source;
          sourceRef.current.session_id = session_id;
          sourceRef.current.sequence_id = sequence_id;
          sourceRef.current.transcript = transcript;

          sourceRef.current.onended = () => {
            lastshifted.current = null;
            if (
              socket.current.readyState === WebSocket.OPEN &&
              sourceRef?.current?.sequence_id
            ) {
              socket.current.send(
                JSON.stringify({
                  type: "status",
                  msg: {
                    session_id: sourceRef?.current?.session_id,
                    sequence_id: sourceRef?.current?.sequence_id,
                    transcript: sourceRef?.current?.transcript,
                  },
                })
              );
            }

            if (bufferQueue.current.length > 0) {
              playing.current = true;
              setisplaying(true);
              const da = Date.now();
              handlePlay(da);
            } else {
              playing.current = false;
              setisplaying(false);
            }
          };
        } catch (error) {
          console.error("Error decoding audio data:", error);
        }
      } else {
        const startTime = Date.now();
        const intervall = setInterval(() => {
          setlatency(Date.now() - startTime);
        }, 10);
        socket.interval = intervall;
        if (bufferQueue.current.length > 0) {
          playing.current = true;
          setisplaying(true);
          const da = Date.now();
          handlePlay(da);
        } else {
          playing.current = false;
          setisplaying(false);
        }
      }
    } catch (error) {
      console.error("Error in handlePlay: ", error);
    }
  };

  const handlemicchange = async () => {
    if (ismicopen && sourceRef.current) {
      sourceRef.current.onended = null;
      sourceRef.current.stop();
      sourceRef.current.disconnect();
      sourceRef.current = null;
      bufferQueue.current = [];
    }
    if (!ismicopen) {
      setlatency(0);
      setismicopen(true);
      await connectToRealtimeTTS();
      socket.current.send(
        JSON.stringify({
          type: "start",
          msg: JSON.stringify({
            temperature: temperature,
            prefixPadding: prefixPadding,
            silenceDuration: silenceDuration,
            voice: selectedVoice?.value,
            threshold: threshold,
            system_prompt: system_prompt,
            sessionId: session,
          }),
        })
      );
    } else {
      stopAudioStream();
    }
    ismic ? setismic(false) : setismic(true);
  };

  // useEffect(() => {
  const connectToRealtimeTTS = async () => {
    return new Promise((resolve, reject) => {
      try {
        const audioContext = new (window.AudioContext ||
          window.webkitAudioContext)();
        audioContextRef.current = audioContext;
        setaudioContextState(true);
        const websocketURL = process.env.REACT_APP_WEBSOCKET_URL.includes(
          "localhost"
        )
          ? `ws://${process.env.REACT_APP_WEBSOCKET_URL}/v2v`
          : `wss://${process.env.REACT_APP_WEBSOCKET_URL}/v2v`;
        const ws = new WebSocket(websocketURL);
        ws.onopen = () => {
          // console.log("WebSocket connected");
          // socket.current = ws;
          // setsocketConnected(true);
          // toast.success("Now You can speak...");
        };

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

            const { type, msg } = data;

            switch (type) {
              case "initial":
                socket.current = ws;
                setsocketConnected(true);
                resolve(null);
                break;
              case "media":
                const da = Date.now();
                bufferQueue.current.push(msg);

                if (!playing.current && bufferQueue.current.length > 0) {
                  handlePlay(da);
                }
                break;
              case "info":
                toast.error(msg);
                break;
              case "ready":
                isgrpc.current = true;
                setisgrpc(true);
                await startAudioStream();
                break;
              case "pause":
                if (sourceRef.current) {
                  sourceRef.current.onended = null;
                  sourceRef.current.stop();
                  sourceRef.current.disconnect();
                  sourceRef.current = null;
                }
                playing.current = false;
                setgenerating(true);
                setisplaying(false);
                break;
              case "continue":
                if (lastshifted.current) {
                  bufferQueue.current.unshift(lastshifted.current);
                  lastshifted.current = null;
                }
                setgenerating(false);
                const daa = Date.now();
                handlePlay(daa);
                if (socket.interval) {
                  clearInterval(socket.interval);
                  socket.interval = null;
                }
                break;
              case "clear":
                bufferQueue.current = [];
                playing.current = false;
                setgenerating(false);
                setisplaying(false);

                if (sourceRef.current) {
                  sourceRef.current.onended = null;
                  sourceRef.current.stop();
                  sourceRef.current.disconnect();
                  sourceRef.current = null;
                }
                break;
              case "end":
                try {
                  audioContext
                    .close()
                    .then(() => {
                      setaudioContextState(false);
                      if (ismicopen) {
                        toast.error("Please restart the conversation.");
                      }
                    })
                    .catch((err) => {
                      if (ismicopen) {
                        toast.error("Please restart the conversation.");
                      }
                    });
                  await stopAudioStream();
                  setismicopen(false);
                } catch (error) {
                  // console.error("Error in closing audioContext.");
                }
                break;
              case "chathistory":
                setchathistory(msg);
                break;
              default:
                break;
            }
          } catch (error) {
            // console.error("Error in websocket media.");
          }
        };

        ws.onclose = async () => {
          try {
            await audioStream.getTracks().forEach((track) => track.stop());
            setAudioStream(null);
            setElapsedTime(0);
          } catch (err) {
            // console.error(err);
          }
        };

        ws.onerror = (err) => {
          // console.error("Websocket Error", err);
        };
      } catch (err) {
        console.error("Error in making websocket connection.");
        reject(null);
      }
    });
  };

  function floatTo16BitPCM(input) {
    const output = new Int16Array(input.length);
    for (let i = 0; i < input.length; i++) {
      const sample = Math.max(-1, Math.min(1, input[i]));
      output[i] = sample < 0 ? sample * 0x8000 : sample * 0x7fff;
    }
    return output.buffer;
  }

  const startAudioStream = async () => {
    try {
      const startTime = Date.now();
      setchathistory([]);
      const interval = setInterval(() => {
        setElapsedTime(Date.now() - startTime);
      }, 1000);
      if (!socket.current) {
        toast.error("Please try again.. Socket");
        return;
      }
      audioContextRef.current = new (window.AudioContext ||
        window.webkitAudioContext)();
      setismicopen(true);
      const stream = await navigator.mediaDevices.getUserMedia({ audio: true });
      setAudioStream(stream);

      const audioContext = new AudioContext({
        sampleRate: 16000,
      });

      setAudioContext(audioContext);
      const audioInput = audioContext.createMediaStreamSource(stream);
      const bufferSize = 2048;
      const scriptProcessorNode = audioContext.createScriptProcessor(
        bufferSize,
        1,
        1
      );

      scriptProcessorNode.onaudioprocess = async (e) => {
        const inputData = e.inputBuffer.getChannelData(0);
        const l16Data = floatTo16BitPCM(inputData);
        try {
          if (!isgrpc.current) {
            try {
              if (audioContextState) {
                audioContext
                  .close()
                  .then(() => {
                    setaudioContextState(false);
                    toast.error("Please restart the conversation.");
                  })
                  .catch((err) => {
                    toast.error("Please restart the conversation.");
                    // console.error(err);
                  });
                await stopAudioStream();
                toast.error("Please start again.");
                setismicopen(false);
              }
            } catch (error) {
              // console.error("Error in closing audioContext.");
            }
          }
          if (
            isgrpc.current &&
            socket.current &&
            socket.current.readyState === WebSocket.OPEN
          ) {
            // if (socket.current.grpc) {
            socket.current.send(l16Data);
          }
        } catch (err) {
          // console.error("Error in sending buffer.");
        }
      };

      audioInput.connect(scriptProcessorNode);
      scriptProcessorNode.connect(audioContext.destination);
    } catch (error) {
      // console.error("Error accessing microphone:", error);
    }
  };

  const stopAudioStream = async () => {
    setgenerating(false);
    setismicopen(false);
    setElapsedTime(0);
    setisgrpc(false);
    bufferQueue.current = [];
    if (socket.current.readyState === WebSocket.OPEN) {
      socket.current.close();
    }
    if (socket.interval) {
      clearInterval(socket.interval);
      socket.current = null;
    }
    if (
      socket.current &&
      audioStream &&
      socket.current.readyState === WebSocket.OPEN
    ) {
      try {
        if (audioStream) {
          await audioStream.getTracks().forEach((track) => track.stop());
          setAudioStream(null);
        }
      } catch (err) {
        // console.error(err);
      }
      try {
        if (socket.current.readyState === WebSocket.OPEN) {
          isgrpc.current = false;
          socket.current.send(JSON.stringify({ type: "stop", msg: "stop" }));
        }
        audioContext
          .close()
          .then(() => {
            // console.log("AudioContext closed.");
          })
          .catch((err) => {
            // console.error("Error in closing the audioContext.", err);
          });
      } catch (err) {
        // console.error("Error in closing the audioContext.");
      }
    }
  };
  const getButtonText = () => {
    if (!ismicopen) {
      return "Start";
    }
    if (ismicopen && !isgrpcs) {
      return "Starting";
    }
    if (isgrpcs) {
      return "Stop";
    }
    return "";
  };

  const formatTime = (milliseconds) => {
    let totalSeconds = Math.floor(milliseconds / 1000);
    let hours = Math.floor(totalSeconds / 3600);
    let minutes = Math.floor((totalSeconds % 3600) / 60);
    let seconds = totalSeconds % 60;

    return `${String(hours).padStart(2, "0")}:${String(minutes).padStart(
      2,
      "0"
    )}:${String(seconds).padStart(2, "0")}`;
  };

  return (
    <div className={css.main}>
      <div className={css.container}>
          <div className={css.realtime}>
            <div className={`${css.clarbtn} ${!mobileView && css.marginclear}`}>
              <button
                onClick={() => {
                  sessionStorage.removeItem("sessionId");
                  const sessionId = uuidv4();
                  setchathistory([]);
                  sessionStorage.setItem("sessionId", sessionId);
                  setsession(sessionStorage.getItem("sessionId"));
                  toast.success("New Session Started.");
                }}
              >
                <GiBroom className={css.broom} />
                clear
              </button>
            </div>
            <div className={css.conversation}>
              {chathistory.length > 0 &&
                chathistory.map((item, index) => {
                  return (
                    <>
                      <div className={css.message} key={index}>
                        {/* <span>{item.timestamp}</span> */}
                        <div className={css.msg}>
                          <div className={css.speaker}>{item.speaker}</div>
                          <div>{item.content}</div>
                          {/* <Markdown remarkPlugins={[remarkGfm]} className={css.markdown}>{item.content}</Markdown> */}
                        </div>
                      </div>
                      <div ref={msgref}></div>
                    </>
                  );
                })}
            </div>
            <div className={`${css.speakNow}`}>
              {socketConnected || !socketConnected ? (
                <div>
                  <div className={`${css.startstop}`}>
                    <div className={`${css.totaltime}`}>
                      {/* {!ismicopen ? "00:00:00" : formatTime(elapsedTime)} */}
                      {`${latency} ms`}
                    </div>
                    <button onClick={handlemicchange}>{getButtonText()}</button>
                  </div>
                </div>
              ) : (
                <div>Connecting...</div>
              )}
            </div>
          </div>
      </div>
    </div>
  );
};

export default Playground;