"use client"
import React, { use, useEffect, useRef, useState } from "react";
import ConversationFrontend from "../components/ConversationFrontend";
import InputFrontend from "../components/InputFrontend";
import { sendToVoiceRecognition } from "./voice_backend"
import { AudioRecorder } from "./AudioRecorder";
import axios from "axios";
import { resolve } from "path";
import { FFmpeg } from "@ffmpeg/ffmpeg";
import { fetchFile, toBlobURL } from "@ffmpeg/util"


const InputOutputBackend: React.FC = () => {
  // # variables
  type Message = {
    role: string
    content: string
  }

  const [preferredCurrency, setPreferredCurrency] = useState<string | null>(null);
  const [preferredLanguage, setPreferredLanguage] = useState<string | null>(null);
  const [timeFormat, setTimeFormat] = useState<string | null>(null);
  const [preferredMeasurement, setPreferredMeasurement] = useState<string | null>(null);
  const [timeZone, setTimeZone] = useState<string | null>(null);
  const [dateFormat, setDateFormat] = useState<string | null>(null);
  const [messages, setMessages] = useState<Message[]>([]);

  useEffect(() => {
    setPreferredCurrency(localStorage.getItem("preferredCurrency"));
    setPreferredLanguage(localStorage.getItem("preferredLanguage"));
    setTimeFormat(localStorage.getItem("timeFormat"));
    setPreferredMeasurement(localStorage.getItem("preferredMeasurement"));
    setTimeZone(localStorage.getItem("timeZone"));
    setDateFormat(localStorage.getItem("dateFormat"));
  }, []);

  useEffect(() => {
    if (preferredCurrency && preferredLanguage && timeFormat && dateFormat && preferredMeasurement && timeZone) {
      setMessages([
        {
          role: "system",
          content: `You are in the timezone: ${timeZone}. 
            You use the time format ${timeFormat}. 
            You use the date format ${dateFormat} for all references of dates. 
            You use the ${preferredMeasurement} system.   
            You use the currency ${preferredCurrency}. 
            You will only answer in the language (you will receive the country code) ${preferredLanguage}. 
            But in the case the user specifically states to answer in another language, do that. Speaking in 
            another language is not stating you should answer in that language. 
            Additionally, under no circumstances ever translate your answer into multiple languages.`,
        },
        { role: "assistant", content: "Hello! How may I help you?" },
      ]); 
    }
  }, [preferredCurrency, preferredLanguage, timeFormat, dateFormat, preferredMeasurement, timeZone]);


  const [copyClicked, setCopyClicked] = useState(false)
  const [accessToken, setAccessToken] = useState("")
  const postWorkerRef = useRef<Worker | null>(null)
  const getWorkerRef = useRef<Worker | null>(null)
  const [liveMessage, setLiveMessage] = useState("")
  const [inputMessage, setInputMessage] = useState<string>("")
  const [inputDisabled, setInputDisabled] = useState(false)
  const [isRecording, setIsRecording] = useState(false)
  const mediaRecorderRef = useRef<MediaRecorder | null>(null)
  const audioChunks = useRef<Blob[]>([])


  console.log(messages);


  useEffect(() => {
    getNewToken()

    postWorkerRef.current = new Worker(new URL("./threads/PostWorker.js", import.meta.url))

    postWorkerRef.current.onmessage = (event) => {
      const status = event.data.status
      if (status == 200) {
        setInputDisabled(false)
        endGetWorker()
      } else if (status == 500) {
        setInputDisabled(false)
        if (getWorkerRef.current) {
          addMessage("assistant", "There was an Error with the AI response")
          getWorkerRef.current.postMessage("terminate")
          getWorkerRef.current.terminate()
        }
      }
    }

    return () => {
      if (postWorkerRef.current) {
        postWorkerRef.current.terminate()
      }
      if (getWorkerRef.current) {
        getWorkerRef.current.postMessage("terminate")
        getWorkerRef.current.terminate()
      }
    }
  }, [])

  const getNewToken = () => {
    console.log("getting access");
    axios.get("http://localhost:5000/interstellar_ai/api/ai_create")
      .then(response => {
        setAccessToken(response.data.access_token)
        console.log(response.data.access_token);
      })
      .catch(error => {
        console.log("error:", error.message);

      })
  }

  const startGetWorker = () => {
    if (!getWorkerRef.current) {
      getWorkerRef.current = new Worker(new URL("./threads/GetWorker.js", import.meta.url))

      getWorkerRef.current.postMessage({ action: "start", access_token: accessToken })

      addMessage("assistant", "")
      getWorkerRef.current.onmessage = (event) => {
        const data = event.data

        if (event.data == "error") {
          setLiveMessage("error getting AI response: " + data.error)
        } else {
          console.log("Received data:", data);
          editLastMessage(data.response)
        }
      }

      getWorkerRef.current.onerror = (error) => {
        console.error("Worker error:", error)
      }
    }
  }

  const endGetWorker = () => {
    if (getWorkerRef.current) {
      getWorkerRef.current.postMessage({ action: "terminate" })
      getWorkerRef.current.terminate()
      getWorkerRef.current = null
      console.log(messages);
    }
  }

  const editLastMessage = (newContent: string) => {
    if (newContent == "") {
      newContent = "Generating answer..."
    }
    setMessages((prevMessages) => {
      const updatedMessages = prevMessages.slice(); // Create a shallow copy of the current messages
      if (updatedMessages.length > 0) {
        const lastMessage = updatedMessages[updatedMessages.length - 1];
        updatedMessages[updatedMessages.length - 1] = {
          ...lastMessage, // Keep the existing role and other properties
          content: newContent, // Update only the content
        };
      }
      return updatedMessages; // Return the updated array
    });
  };

  const addMessage = (role: string, content: string) => {
    setMessages(previous => [...previous, { role, content }])
  }
  const handleSendClick = (inputValue: string, override: boolean) => {
    if (inputValue != "") {
      if (!inputDisabled || override) {
        setInputDisabled(true)
        if (postWorkerRef.current) {
          addMessage("user", inputValue)
          console.log("input:", inputValue);
          postWorkerRef.current.postMessage({ messages: [...messages, { role: "user", content: inputValue }], ai_model: "llama3.2", access_token: accessToken })
          startGetWorker()
        }
      }
    }
  }

  const startRecording = async (): Promise<string> => {
    const stream = await navigator.mediaDevices.getUserMedia({ audio: true });
    const mediaRecorder = new MediaRecorder(stream);
    mediaRecorderRef.current = mediaRecorder;

    audioChunks.current = []; // Initialize audio chunks

    // Create a promise that resolves when the onstop event is done
    const stopRecordingPromise = new Promise<string>((resolve) => {
      mediaRecorder.ondataavailable = (event) => {
        audioChunks.current.push(event.data);
      };

      mediaRecorder.onstop = async () => {
        const audioBlob = new Blob(audioChunks.current, { type: "audio/ogg" });
        audioChunks.current = [];

        const text_voice = await sendToVoiceRecognition(audioBlob);
        console.log(text_voice);
        resolve(text_voice); // Resolve the promise with the recognized text
      };
    });

    mediaRecorder.start();
    setIsRecording(true);

    // Wait for the recording to stop and get the recognized text
    return stopRecordingPromise;
  };

  const stopRecording = () => {
    mediaRecorderRef.current?.stop();
    setIsRecording(false);
  };

  const handleMicClick = async () => {
    if (!isRecording) {
      const recognizedText = await startRecording();
      setInputMessage(recognizedText); // Set the recognized text after recording
      console.log("Set!")
    } else {
      stopRecording();
    }
  };

  const handleResendClick = () => {
    var temporary_message = messages[messages.length - 2]['content']
    const updatedMessages = messages.slice(0, -2)
    setMessages(updatedMessages)
    endGetWorker()
    getNewToken()
    setInputDisabled(false)
    handleSendClick(temporary_message, true)
  }

  const handleEditClick = () => {
    setInputMessage(messages[messages.length - 2]['content'])
    const updatedMessages = messages.slice(0, -2)
    setMessages(updatedMessages)
    endGetWorker()
    getNewToken()
    setInputDisabled(false)
  }

  const handleCopyClick = async () => {
    setCopyClicked(false)
    try {
      await navigator.clipboard.writeText(messages[messages.length - 1]['content']);
      fadeCopyText()
    } catch (err) {
      console.error('Failed to copy: ', err);
    }
  }

  const wait = (time: number) => {
    return new Promise(resolve => setTimeout(resolve, time));
  }

  const fadeCopyText = async () => {
    setCopyClicked(true)
    await wait(1000)
    setCopyClicked(false)
  }


  return (
    <>
      <ConversationFrontend
        messages={messages}
        onResendClick={handleResendClick}
        onEditClick={handleEditClick}
        onCopyClick={handleCopyClick}
        isClicked={copyClicked}
      />
      <InputFrontend
        message={inputMessage}
        onSendClick={handleSendClick}
        onMicClick={handleMicClick}
        inputDisabled={inputDisabled}
        isRecording={isRecording}
      />
    </>
  )
}

export default InputOutputBackend