/**
 * useChat hook
 * Manages chat state, LLM interactions, and conversation persistence
 */

import { useState, useCallback, useRef } from "react";
import { sendChatMessage, type ChatMessage as ApiChatMessage } from "@/lib/api/chat";
import { createConversation, updateConversation, getIdea, type Idea } from "@/lib/api/ideas";

export interface Message {
  id: string;
  role: "user" | "assistant" | "system";
  content: string;
  thinking?: string;
  createdAt: string;
  model?: string;
  provider?: string;
  promptTokens?: number;
  completionTokens?: number;
  totalTokens?: number;
}

export interface UseChatOptions {
  model?: string;
  temperature?: number;
  maxTokens?: number;
  systemPrompt?: string;
  projectId?: string | null;
  onError?: (error: Error) => void;
}

export interface UseChatReturn {
  messages: Message[];
  isLoading: boolean;
  error: string | null;
  conversationId: string | null;
  conversationTitle: string | null;
  sendMessage: (content: string) => Promise<void>;
  loadConversation: (ideaId: string) => Promise<void>;
  startNewConversation: (projectId?: string | null) => void;
  setMessages: React.Dispatch<React.SetStateAction<Message[]>>;
  clearError: () => void;
}

const DEFAULT_MODEL = "llama3.2";
const WELCOME_MESSAGE: Message = {
  id: "welcome",
  role: "assistant",
  content: "Hello! I'm your AI assistant. How can I help you today?",
  createdAt: new Date().toISOString(),
};

/**
 * Hook for managing chat conversations
 */
export function useChat(options: UseChatOptions = {}): UseChatReturn {
  const {
    model = DEFAULT_MODEL,
    temperature,
    maxTokens,
    systemPrompt,
    projectId,
    onError,
  } = options;

  const [messages, setMessages] = useState<Message[]>([WELCOME_MESSAGE]);
  const [isLoading, setIsLoading] = useState(false);
  const [error, setError] = useState<string | null>(null);
  const [conversationId, setConversationId] = useState<string | null>(null);
  const [conversationTitle, setConversationTitle] = useState<string | null>(null);
  
  // Track project ID in ref to prevent stale closures
  const projectIdRef = useRef<string | null>(projectId ?? null);
  projectIdRef.current = projectId ?? null;

  /**
   * Convert our Message format to API ChatMessage format
   */
  const convertToApiMessages = useCallback((msgs: Message[]): ApiChatMessage[] => {
    return msgs
      .filter((msg) => msg.role !== "system" || msg.id !== "welcome")
      .map((msg) => ({
        role: msg.role as "system" | "user" | "assistant",
        content: msg.content,
      }));
  }, []);

  /**
   * Generate a conversation title from the first user message
   */
  const generateTitle = useCallback((firstMessage: string): string => {
    const maxLength = 60;
    const trimmed = firstMessage.trim();
    
    if (trimmed.length <= maxLength) {
      return trimmed;
    }
    
    return trimmed.substring(0, maxLength - 3) + "...";
  }, []);

  /**
   * Serialize messages to JSON for storage
   */
  const serializeMessages = useCallback((msgs: Message[]): string => {
    return JSON.stringify(msgs, null, 2);
  }, []);

  /**
   * Deserialize messages from JSON
   */
  const deserializeMessages = useCallback((json: string): Message[] => {
    try {
      const parsed = JSON.parse(json) as Message[];
      return Array.isArray(parsed) ? parsed : [WELCOME_MESSAGE];
    } catch {
      return [WELCOME_MESSAGE];
    }
  }, []);

  /**
   * Save conversation to backend
   */
  const saveConversation = useCallback(
    async (msgs: Message[], title: string): Promise<string> => {
      const content = serializeMessages(msgs);
      
      if (conversationId) {
        // Update existing conversation
        await updateConversation(conversationId, content, title);
        return conversationId;
      } else {
        // Create new conversation
        const idea = await createConversation(
          title,
          content,
          projectIdRef.current ?? undefined
        );
        setConversationId(idea.id);
        setConversationTitle(title);
        return idea.id;
      }
    },
    [conversationId, serializeMessages]
  );

  /**
   * Send a message to the LLM and save the conversation
   */
  const sendMessage = useCallback(
    async (content: string): Promise<void> => {
      if (!content.trim() || isLoading) {
        return;
      }

      const userMessage: Message = {
        id: `user-${Date.now()}`,
        role: "user",
        content: content.trim(),
        createdAt: new Date().toISOString(),
      };

      // Add user message immediately
      setMessages((prev) => [...prev, userMessage]);
      setIsLoading(true);
      setError(null);

      try {
        // Prepare API request
        const updatedMessages = [...messages, userMessage];
        const apiMessages = convertToApiMessages(updatedMessages);
        
        const request = {
          model,
          messages: apiMessages,
          ...(temperature !== undefined && { temperature }),
          ...(maxTokens !== undefined && { maxTokens }),
          ...(systemPrompt !== undefined && { systemPrompt }),
        };

        // Call LLM API
        const response = await sendChatMessage(request);

        // Create assistant message
        const assistantMessage: Message = {
          id: `assistant-${Date.now()}`,
          role: "assistant",
          content: response.message.content,
          createdAt: new Date().toISOString(),
          model: response.model,
          promptTokens: response.promptEvalCount ?? 0,
          completionTokens: response.evalCount ?? 0,
          totalTokens: (response.promptEvalCount ?? 0) + (response.evalCount ?? 0),
        };

        // Add assistant message
        const finalMessages = [...updatedMessages, assistantMessage];
        setMessages(finalMessages);

        // Generate title from first user message if this is a new conversation
        const isFirstMessage = !conversationId && finalMessages.filter(m => m.role === "user").length === 1;
        const title = isFirstMessage 
          ? generateTitle(content)
          : conversationTitle ?? "Chat Conversation";

        // Save conversation
        await saveConversation(finalMessages, title);

      } catch (err) {
        const errorMsg = err instanceof Error ? err.message : "Failed to send message";
        setError(errorMsg);
        onError?.(err instanceof Error ? err : new Error(errorMsg));

        // Add error message to chat
        const errorMessage: Message = {
          id: `error-${Date.now()}`,
          role: "assistant",
          content: `Error: ${errorMsg}`,
          createdAt: new Date().toISOString(),
        };
        setMessages((prev) => [...prev, errorMessage]);
      } finally {
        setIsLoading(false);
      }
    },
    [
      messages,
      isLoading,
      conversationId,
      conversationTitle,
      model,
      temperature,
      maxTokens,
      systemPrompt,
      onError,
      convertToApiMessages,
      generateTitle,
      saveConversation,
    ]
  );

  /**
   * Load an existing conversation from the backend
   */
  const loadConversation = useCallback(async (ideaId: string): Promise<void> => {
    try {
      setIsLoading(true);
      setError(null);

      const idea: Idea = await getIdea(ideaId);
      const msgs = deserializeMessages(idea.content);

      setMessages(msgs);
      setConversationId(idea.id);
      setConversationTitle(idea.title ?? null);
    } catch (err) {
      const errorMsg = err instanceof Error ? err.message : "Failed to load conversation";
      setError(errorMsg);
      onError?.(err instanceof Error ? err : new Error(errorMsg));
    } finally {
      setIsLoading(false);
    }
  }, [deserializeMessages, onError]);

  /**
   * Start a new conversation
   */
  const startNewConversation = useCallback((newProjectId?: string | null): void => {
    setMessages([WELCOME_MESSAGE]);
    setConversationId(null);
    setConversationTitle(null);
    setError(null);
    projectIdRef.current = newProjectId ?? null;
  }, []);

  /**
   * Clear error message
   */
  const clearError = useCallback((): void => {
    setError(null);
  }, []);

  return {
    messages,
    isLoading,
    error,
    conversationId,
    conversationTitle,
    sendMessage,
    loadConversation,
    startNewConversation,
    setMessages,
    clearError,
  };
}