import { create } from "zustand";
import { persist } from "zustand/middleware";

import { trimTopic } from "../utils";

import Locale from "../locales";
import { showToast } from "../components/ui-lib";
import { ModelType } from "./config";
import { createEmptyMask, Mask } from "./mask";
import { StoreKey } from "../constant";
import { api, RequestMessage } from "../client/api";
import { ChatControllerPool } from "../client/controller";
import { prettyObject } from "../utils/format";
import { estimateTokenLength } from "../utils/token";

export type ChatMessage = RequestMessage & {
  date: string;
  streaming?: boolean;
  isError?: boolean;
  id?: number;
  model?: ModelType;
};

export function createMessage(override: Partial<ChatMessage>): ChatMessage {
  return {
    id: Date.now(),
    date: new Date().toLocaleString(),
    role: "user",
    content: "",
    ...override,
  };
}

export interface ChatStat {
  tokenCount: number;
  wordCount: number;
  charCount: number;
}

export interface ChatSession {
  id: number;
  topic: string;

  memoryPrompt: string;
  messages: ChatMessage[];
  stat: ChatStat;
  lastUpdate: number;
  lastSummarizeIndex: number;
  clearContextIndex?: number;

  mask: Mask;
}

export const DEFAULT_TOPIC = Locale.Store.DefaultTopic;
export const BOT_HELLO: ChatMessage = createMessage({
  role: "assistant",
  content: Locale.Store.BotHello,
});

function createEmptySession(): ChatSession {
  return {
    id: Date.now() + Math.random(),
    topic: DEFAULT_TOPIC,
    memoryPrompt: "",
    messages: [],
    stat: {
      tokenCount: 0,
      wordCount: 0,
      charCount: 0,
    },
    lastUpdate: Date.now(),
    lastSummarizeIndex: 0,

    mask: createEmptyMask(),
  };
}

interface ChatStore {
  sessions: ChatSession[];
  currentSessionIndex: number;
  globalId: number;
  clearSessions: () => void;
  moveSession: (from: number, to: number) => void;
  selectSession: (index: number) => void;
  newSession: (mask?: Mask) => void;
  deleteSession: (index: number) => void;
  currentSession: () => ChatSession;
  onNewMessage: (message: ChatMessage) => void;
  onUserInput: (content: string) => Promise<void>;
  summarizeSession: () => void;
  updateStat: (message: ChatMessage) => void;
  updateCurrentSession: (updater: (session: ChatSession) => void) => void;
  updateMessage: (
    sessionIndex: number,
    messageIndex: number,
    updater: (message?: ChatMessage) => void,
  ) => void;
  resetSession: () => void;
  getMessagesWithMemory: () => ChatMessage[];
  getMemoryPrompt: () => ChatMessage;

  clearAllData: () => void;
}

function countMessages(msgs: ChatMessage[]) {
  return msgs.reduce((pre, cur) => pre + estimateTokenLength(cur.content), 0);
}

export const useChatStore = create<ChatStore>()(
  persist(
    (set, get) => ({
      sessions: [createEmptySession()],
      currentSessionIndex: 0,
      globalId: 0,

      clearSessions() {
        set(() => ({
          sessions: [createEmptySession()],
          currentSessionIndex: 0,
        }));
      },

      selectSession(index: number) {
        set({
          currentSessionIndex: index,
        });
      },

      moveSession(from: number, to: number) {
        set((state) => {
          const { sessions, currentSessionIndex: oldIndex } = state;

          // move the session
          const newSessions = [...sessions];
          const session = newSessions[from];
          newSessions.splice(from, 1);
          newSessions.splice(to, 0, session);

          // modify current session id
          let newIndex = oldIndex === from ? to : oldIndex;
          if (oldIndex > from && oldIndex <= to) {
            newIndex -= 1;
          } else if (oldIndex < from && oldIndex >= to) {
            newIndex += 1;
          }

          return {
            currentSessionIndex: newIndex,
            sessions: newSessions,
          };
        });
      },

      newSession(mask) {
        const session = createEmptySession();

        set(() => ({ globalId: get().globalId + 1 }));
        session.id = get().globalId;

        if (mask) {
          session.mask = { ...mask };
          session.topic = mask.name;
        }

        set((state) => ({
          currentSessionIndex: 0,
          sessions: [session].concat(state.sessions),
        }));
      },

      deleteSession(index) {
        const deletingLastSession = get().sessions.length === 1;
        const deletedSession = get().sessions.at(index);

        if (!deletedSession) return;

        const sessions = get().sessions.slice();
        sessions.splice(index, 1);

        const currentIndex = get().currentSessionIndex;
        let nextIndex = Math.min(
          currentIndex - Number(index < currentIndex),
          sessions.length - 1,
        );

        if (deletingLastSession) {
          nextIndex = 0;
          sessions.push(createEmptySession());
        }

        // for undo delete action
        const restoreState = {
          currentSessionIndex: get().currentSessionIndex,
          sessions: get().sessions.slice(),
        };

        set(() => ({
          currentSessionIndex: nextIndex,
          sessions,
        }));

        showToast(
          Locale.Home.DeleteToast,
          {
            text: Locale.Home.Revert,
            onClick() {
              set(() => restoreState);
            },
          },
          5000,
        );
      },

      currentSession() {
        let index = get().currentSessionIndex;
        const sessions = get().sessions;

        if (index < 0 || index >= sessions.length) {
          index = Math.min(sessions.length - 1, Math.max(0, index));
          set(() => ({ currentSessionIndex: index }));
        }

        const session = sessions[index];

        return session;
      },

      onNewMessage(message) {
        get().updateCurrentSession((session) => {
          session.messages = session.messages.concat();
          session.lastUpdate = Date.now();
        });
        get().updateStat(message);
        get().summarizeSession();
      },

      async onUserInput(content) {
        const session = get().currentSession();
        const modelConfig = session.mask.modelConfig;

        const userMessage: ChatMessage = createMessage({
          role: "user",
          content,
        });

        const botMessage: ChatMessage = createMessage({
          role: "assistant",
          streaming: true,
          id: userMessage.id! + 1,
          model: modelConfig.model,
        });

        const systemInfo = createMessage({
          role: "system",
          content: `IMPORTANT: You are a virtual assistant powered by the ${
            modelConfig.model
          } model, now time is ${new Date().toLocaleString()}}`,
          id: botMessage.id! + 1,
        });

        // get recent messages
        const systemMessages = [];
        // if user define a mask with context prompts, wont send system info
        if (session.mask.context.length === 0) {
          systemMessages.push(systemInfo);
        }

        const recentMessages = get().getMessagesWithMemory();
        const sendMessages = systemMessages.concat(
          recentMessages.concat(userMessage),
        );
        const sessionIndex = get().currentSessionIndex;
        const messageIndex = get().currentSession().messages.length + 1;

        // save user's and bot's message
        get().updateCurrentSession((session) => {
          session.messages = session.messages.concat([userMessage, botMessage]);
        });

        // make request
        console.log("[User Input] ", sendMessages);
        api.llm.chat({
          messages: sendMessages,
          config: { ...modelConfig, stream: true },
          onUpdate(message) {
            botMessage.streaming = true;
            if (message) {
              botMessage.content = message;
            }
            get().updateCurrentSession((session) => {
              session.messages = session.messages.concat();
            });
          },
          onFinish(message) {
            botMessage.streaming = false;
            if (message) {
              botMessage.content = message;
              get().onNewMessage(botMessage);
            }
            ChatControllerPool.remove(
              sessionIndex,
              botMessage.id ?? messageIndex,
            );
          },
          onError(error) {
            const isAborted = error.message.includes("aborted");
            botMessage.content =
              "\n\n" +
              prettyObject({
                error: true,
                message: error.message,
              });
            botMessage.streaming = false;
            userMessage.isError = !isAborted;
            botMessage.isError = !isAborted;
            get().updateCurrentSession((session) => {
              session.messages = session.messages.concat();
            });
            ChatControllerPool.remove(
              sessionIndex,
              botMessage.id ?? messageIndex,
            );

            console.error("[Chat] failed ", error);
          },
          onController(controller) {
            // collect controller for stop/retry
            ChatControllerPool.addController(
              sessionIndex,
              botMessage.id ?? messageIndex,
              controller,
            );
          },
        });
      },

      getMemoryPrompt() {
        const session = get().currentSession();

        return {
          role: "system",
          content:
            session.memoryPrompt.length > 0
              ? Locale.Store.Prompt.History(session.memoryPrompt)
              : "",
          date: "",
        } as ChatMessage;
      },

      getMessagesWithMemory() {
        const session = get().currentSession();
        const modelConfig = session.mask.modelConfig;

        // wont send cleared context messages
        const clearedContextMessages = session.messages.slice(
          session.clearContextIndex ?? 0,
        );
        const messages = clearedContextMessages.filter((msg) => !msg.isError);
        const n = messages.length;

        const context = session.mask.context.slice();

        // long term memory
        if (
          modelConfig.sendMemory &&
          session.memoryPrompt &&
          session.memoryPrompt.length > 0
        ) {
          const memoryPrompt = get().getMemoryPrompt();
          context.push(memoryPrompt);
        }

        // get short term and unmemoried long term memory
        const shortTermMemoryMessageIndex = Math.max(
          0,
          n - modelConfig.historyMessageCount,
        );
        const longTermMemoryMessageIndex = session.lastSummarizeIndex;
        const mostRecentIndex = Math.max(
          shortTermMemoryMessageIndex,
          longTermMemoryMessageIndex,
        );
        const threshold = modelConfig.compressMessageLengthThreshold * 2;

        // get recent messages as many as possible
        const reversedRecentMessages = [];
        for (
          let i = n - 1, count = 0;
          i >= mostRecentIndex && count < threshold;
          i -= 1
        ) {
          const msg = messages[i];
          if (!msg || msg.isError) continue;
          count += msg.content.length;
          reversedRecentMessages.push(msg);
        }

        // concat
        const recentMessages = context.concat(reversedRecentMessages.reverse());

        return recentMessages;
      },

      updateMessage(
        sessionIndex: number,
        messageIndex: number,
        updater: (message?: ChatMessage) => void,
      ) {
        const sessions = get().sessions;
        const session = sessions.at(sessionIndex);
        const messages = session?.messages;
        updater(messages?.at(messageIndex));
        set(() => ({ sessions }));
      },

      resetSession() {
        get().updateCurrentSession((session) => {
          session.messages = [];
          session.memoryPrompt = "";
        });
      },

      summarizeSession() {
        const session = get().currentSession();

        // remove error messages if any
        const messages = session.messages;

        // should summarize topic after chating more than 50 words
        const SUMMARIZE_MIN_LEN = 50;
        if (
          session.topic === DEFAULT_TOPIC &&
          countMessages(messages) >= SUMMARIZE_MIN_LEN
        ) {
          const topicMessages = messages.concat(
            createMessage({
              role: "user",
              content: Locale.Store.Prompt.Topic,
            }),
          );
          api.llm.chat({
            messages: topicMessages,
            config: {
              model: "gpt-3.5-turbo",
            },
            onFinish(message) {
              get().updateCurrentSession(
                (session) =>
                  (session.topic =
                    message.length > 0 ? trimTopic(message) : DEFAULT_TOPIC),
              );
            },
          });
        }

        const modelConfig = session.mask.modelConfig;
        const summarizeIndex = Math.max(
          session.lastSummarizeIndex,
          session.clearContextIndex ?? 0,
        );
        let toBeSummarizedMsgs = messages
          .filter((msg) => !msg.isError)
          .slice(summarizeIndex);

        const historyMsgLength = countMessages(toBeSummarizedMsgs);

        if (historyMsgLength > modelConfig?.max_tokens ?? 4000) {
          const n = toBeSummarizedMsgs.length;
          toBeSummarizedMsgs = toBeSummarizedMsgs.slice(
            Math.max(0, n - modelConfig.historyMessageCount),
          );
        }

        // add memory prompt
        toBeSummarizedMsgs.unshift(get().getMemoryPrompt());

        const lastSummarizeIndex = session.messages.length;

        console.log(
          "[Chat History] ",
          toBeSummarizedMsgs,
          historyMsgLength,
          modelConfig.compressMessageLengthThreshold,
        );

        if (
          historyMsgLength > modelConfig.compressMessageLengthThreshold &&
          modelConfig.sendMemory
        ) {
          api.llm.chat({
            messages: toBeSummarizedMsgs.concat({
              role: "system",
              content: Locale.Store.Prompt.Summarize,
              date: "",
            }),
            config: { ...modelConfig, stream: true },
            onUpdate(message) {
              session.memoryPrompt = message;
            },
            onFinish(message) {
              console.log("[Memory] ", message);
              session.lastSummarizeIndex = lastSummarizeIndex;
            },
            onError(err) {
              console.error("[Summarize] ", err);
            },
          });
        }
      },

      updateStat(message) {
        get().updateCurrentSession((session) => {
          session.stat.charCount += message.content.length;
          // TODO: should update chat count and word count
        });
      },

      updateCurrentSession(updater) {
        const sessions = get().sessions;
        const index = get().currentSessionIndex;
        updater(sessions[index]);
        set(() => ({ sessions }));
      },

      clearAllData() {
        localStorage.clear();
        location.reload();
      },
    }),
    {
      name: StoreKey.Chat,
      version: 2,
      migrate(persistedState, version) {
        const state = persistedState as any;
        const newState = JSON.parse(JSON.stringify(state)) as ChatStore;

        if (version < 2) {
          newState.globalId = 0;
          newState.sessions = [];

          const oldSessions = state.sessions;
          for (const oldSession of oldSessions) {
            const newSession = createEmptySession();
            newSession.topic = oldSession.topic;
            newSession.messages = [...oldSession.messages];
            newSession.mask.modelConfig.sendMemory = true;
            newSession.mask.modelConfig.historyMessageCount = 4;
            newSession.mask.modelConfig.compressMessageLengthThreshold = 1000;
            newState.sessions.push(newSession);
          }
        }

        return newState;
      },
    },
  ),
);
