import { type Message } from "@huggingface/transformers";
import {
  executeToolCall,
  splitResponse,
  webMCPToolToChatTemplateTool,
} from "@utils/webMcp";
import type { WebMCPTool } from "@utils/webMcp/types.ts";

import {
  type ChatMessage,
  type ChatMessageAssistant,
  type ChatMessageAssistantResponse,
  type ChatMessageAssistantTool,
  type GenerationMetadata,
  type Request,
  RequestType,
  type Response,
  ResponseType,
} from "./types.ts";

export default class TextGeneration {
  private worker: Worker;
  private requestId: number = 0;
  private modelKey: string | null = null;
  private tools: Array<WebMCPTool> | null = null;
  private temperature: number | null = null;
  private enableThinking: boolean | null = null;
  private messages: Array<Message> = [];
  private _chatMessages: Array<ChatMessage> = [];
  private chatMessagesListener: Array<
    (chatMessages: Array<ChatMessage>) => void
  > = [];

  constructor() {
    this.worker = new Worker(
      new URL("./worker/textGenerationWorker.ts", import.meta.url),
      {
        type: "module",
      }
    );
  }

  get chatMessages() {
    return this._chatMessages;
  }

  set chatMessages(chatMessages: Array<ChatMessage>) {
    this._chatMessages = chatMessages;
    this.chatMessagesListener.forEach((listener) => listener(chatMessages));
  }

  public onChatMessageUpdate = (
    callback: (messages: Array<ChatMessage>) => void
  ) => {
    this.chatMessagesListener.push(callback);
    return () => {
      this.chatMessagesListener = this.chatMessagesListener.filter(
        (listener) => listener !== callback
      );
    };
  };

  private postWorkerMessage = (request: Request) =>
    this.worker.postMessage(request);
  private addWorkerEventListener = (
    listener: (ev: MessageEvent<Response>) => void
  ) => this.worker.addEventListener("message", listener);
  private removeWorkerEventListener = (
    listener: (ev: MessageEvent<Response>) => void
  ) => this.worker.removeEventListener("message", listener);

  public async initializeModel(
    modelKey: string,
    onDownload: (percentage: number) => void
  ) {
    return new Promise<number>((resolve, reject) => {
      const requestId = this.requestId++;

      const listener = ({ data }: MessageEvent<Response>) => {
        if (data.requestId !== requestId) return;
        if (data.type === ResponseType.ERROR) {
          this.removeWorkerEventListener(listener);
          reject(data.message);
        }
        if (data.type !== ResponseType.INITIALIZE_MODEL) return;
        if (data.done) {
          this.removeWorkerEventListener(listener);
          this.modelKey = modelKey;
          resolve(data.progress);
        }
        onDownload(data.progress);
      };

      this.addWorkerEventListener(listener);
      this.postWorkerMessage({
        type: RequestType.INITIALIZE_MODEL,
        modelKey,
        requestId,
      });
    });
  }

  public initializeConversation(
    tools: Array<WebMCPTool> = [],
    temperature: number,
    enableThinking: boolean,
    systemPrompt: string
  ) {
    this.tools = tools;
    this.temperature = temperature;
    this.enableThinking = enableThinking;
    this.messages = [{ role: "system", content: systemPrompt }];
    this.chatMessages = [{ role: "system", content: systemPrompt }];
  }

  public async abort() {
    return new Promise<void>((resolve, reject) => {
      const requestId = this.requestId++;
      const listener = ({ data }: MessageEvent<Response>) => {
        if (data.requestId !== requestId) return;
        if (data.type === ResponseType.ERROR) {
          this.removeWorkerEventListener(listener);
          reject(data.message);
        }
        if (data.type === ResponseType.GENERATE_TEXT_ABORTED) {
          this.removeWorkerEventListener(listener);
          resolve();
        }
      };

      this.addWorkerEventListener(listener);
      this.postWorkerMessage({
        type: RequestType.GENERATE_MESSAGE_ABORT,
        requestId,
      });
    });
  }

  private generateText = (
    prompt: string,
    role: "user" | "tool",
    onResponseUpdate: (response: string) => void = () => {}
  ) => {
    return new Promise<{
      response: string;
      metadata: GenerationMetadata;
      interrupted: boolean;
    }>((resolve, reject) => {
      if (this.modelKey === null) {
        reject("Model not initialized");
        return;
      }

      if (
        this.tools === null ||
        this.temperature === null ||
        this.enableThinking === null
      ) {
        reject("Conversation not initialized");
        return;
      }

      const requestId = this.requestId++;
      this.messages = [...this.messages, { role, content: prompt }];

      let response = "";

      const listener = ({ data }: MessageEvent<Response>) => {
        if (data.requestId !== requestId) return;
        if (data.type === ResponseType.ERROR) {
          this.removeWorkerEventListener(listener);
          reject(data.message);
        }
        if (data.type === ResponseType.GENERATE_TEXT_DONE) {
          this.removeWorkerEventListener(listener);
          this.messages.push({ role: "assistant", content: data.response });
          resolve({
            response: data.response,
            metadata: data.metadata,
            interrupted: data.interrupted,
          });
        }
        if (data.type === ResponseType.GENERATE_TEXT_CHUNK) {
          response = response + data.chunk;
          onResponseUpdate(response);
        }
      };

      this.addWorkerEventListener(listener);
      this.postWorkerMessage({
        type: RequestType.GENERATE_MESSAGE,
        modelKey: this.modelKey,
        messages: this.messages,
        tools: this.tools.map(webMCPToolToChatTemplateTool),
        requestId,
        temperature: this.temperature,
        enableThinking: this.enableThinking,
      });
    });
  };

  public async runAgent(prompt: string): Promise<void> {
    let isUser = true;

    this.chatMessages = [
      ...this.chatMessages,
      { role: "user", content: prompt },
    ];

    while (prompt) {
      const prevChatMessages = this.chatMessages;
      const assistantMessage: ChatMessageAssistant = {
        role: "assistant",
        content: [],
        interrupted: false,
      };

      this.chatMessages = [...prevChatMessages, assistantMessage];

      const { interrupted, metadata } = await this.generateText(
        prompt,
        isUser ? "user" : "tool",
        (partialResponse) => {
          const parts = splitResponse(partialResponse);
          assistantMessage.content = parts.map((part) =>
            typeof part === "string"
              ? ({
                  type: "response",
                  content: part,
                } as ChatMessageAssistantResponse)
              : ({
                  type: "tool",
                  result: null,
                  time: null,
                  functionSignature: `${part.name}(${JSON.stringify(
                    part.arguments
                  )})`,
                  ...part,
                } as ChatMessageAssistantTool)
          );
          this.chatMessages = [...prevChatMessages, assistantMessage];
        }
      );
      isUser = false;

      assistantMessage.metadata = metadata;
      assistantMessage.interrupted = interrupted;
      this.chatMessages = [...prevChatMessages, assistantMessage];

      const toolCalls = assistantMessage.content.filter(
        (c) => c.type === "tool"
      );
      if (toolCalls.length === 0) {
        prompt = "";
        continue;
      }

      const toolResponses = await Promise.all(
        toolCalls.map((tool) =>
          executeToolCall(
            {
              name: tool.name,
              arguments: tool.arguments,
              id: tool.id,
            },
            this.tools || []
          )
        )
      );

      assistantMessage.metadata = metadata;
      assistantMessage.content = assistantMessage.content.map((message) => {
        if (message.type === "tool") {
          const toolResponse = toolResponses.find(
            (response) => response.id === message.id
          );
          if (toolResponse) {
            return {
              ...message,
              result: toolResponse.result,
              time: toolResponse.time,
            };
          }
          return message;
        } else {
          return message;
        }
      });
      this.chatMessages = [...prevChatMessages, assistantMessage];
      prompt = toolResponses.map(({ result }) => result).join("\n");
    }
  }
}