import { useState, useRef, useEffect } from 'react';
import { useMutation } from '@tanstack/react-query';
import { copilotApi } from '@/lib/api';
import {
  X,
  Send,
  Bot,
  User,
  ImagePlus,
  Loader2,
  Sparkles,
  Trash2,
} from 'lucide-react';
import ReactMarkdown from 'react-markdown';

interface ContentBlock {
  type: 'text' | 'image';
  text?: string;
  source?: {
    type: 'base64';
    media_type: string;
    data: string;
  };
}

interface Message {
  id: string;
  role: 'user' | 'assistant';
  content: string | ContentBlock[];
  timestamp: Date;
  toolCalls?: any[];
}

export function AICopilot() {
  const [isOpen, setIsOpen] = useState(false);
  const [messages, setMessages] = useState<Message[]>([]);
  const [input, setInput] = useState('');
  const [pendingImage, setPendingImage] = useState<{ data: string; type: string } | null>(null);
  const messagesEndRef = useRef<HTMLDivElement>(null);
  const fileInputRef = useRef<HTMLInputElement>(null);

  const scrollToBottom = () => {
    messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' });
  };

  useEffect(() => {
    scrollToBottom();
  }, [messages]);

  const chatMutation = useMutation({
    mutationFn: async (chatMessages: { role: string; content: string | ContentBlock[] }[]) => {
      const { data } = await copilotApi.post('/copilot/chat', { messages: chatMessages });
      return data;
    },
    onSuccess: (data) => {
      const assistantMessage: Message = {
        id: Date.now().toString(),
        role: 'assistant',
        content: data.response,
        timestamp: new Date(),
        toolCalls: data.toolCalls,
      };
      setMessages((prev) => [...prev, assistantMessage]);
    },
    onError: (error: any) => {
      const errorMessage: Message = {
        id: Date.now().toString(),
        role: 'assistant',
        content: `Sorry, I encountered an error: ${error.message || 'Unknown error'}. Please try again.`,
        timestamp: new Date(),
      };
      setMessages((prev) => [...prev, errorMessage]);
    },
  });

  const handleSend = () => {
    if (!input.trim() && !pendingImage) return;

    // Build content
    let content: string | ContentBlock[];
    if (pendingImage) {
      content = [];
      if (input.trim()) {
        content.push({ type: 'text', text: input.trim() });
      }
      content.push({
        type: 'image',
        source: {
          type: 'base64',
          media_type: pendingImage.type,
          data: pendingImage.data,
        },
      });
    } else {
      content = input.trim();
    }

    const userMessage: Message = {
      id: Date.now().toString(),
      role: 'user',
      content,
      timestamp: new Date(),
    };

    const newMessages = [...messages, userMessage];
    setMessages(newMessages);
    setInput('');
    setPendingImage(null);

    // Prepare messages for API
    const apiMessages = newMessages.map((msg) => ({
      role: msg.role,
      content: msg.content,
    }));

    chatMutation.mutate(apiMessages);
  };

  const handleKeyDown = (e: React.KeyboardEvent) => {
    if (e.key === 'Enter' && !e.shiftKey) {
      e.preventDefault();
      handleSend();
    }
  };

  const handleImageUpload = (e: React.ChangeEvent<HTMLInputElement>) => {
    const file = e.target.files?.[0];
    if (!file) return;

    const reader = new FileReader();
    reader.onload = () => {
      const base64 = (reader.result as string).split(',')[1];
      setPendingImage({
        data: base64,
        type: file.type,
      });
    };
    reader.readAsDataURL(file);
  };

  const clearChat = () => {
    setMessages([]);
    setPendingImage(null);
  };

  const renderContent = (content: string | ContentBlock[]) => {
    if (typeof content === 'string') {
      return (
        <ReactMarkdown
          components={{
            p: ({ children }) => <p className="mb-2 last:mb-0">{children}</p>,
            ul: ({ children }) => <ul className="list-disc list-inside mb-2">{children}</ul>,
            ol: ({ children }) => <ol className="list-decimal list-inside mb-2">{children}</ol>,
            li: ({ children }) => <li className="mb-1">{children}</li>,
            strong: ({ children }) => <strong className="font-semibold">{children}</strong>,
            code: ({ children }) => (
              <code className="bg-muted px-1 py-0.5 rounded text-sm">{children}</code>
            ),
            pre: ({ children }) => (
              <pre className="bg-muted p-2 rounded text-sm overflow-x-auto my-2">{children}</pre>
            ),
          }}
        >
          {content}
        </ReactMarkdown>
      );
    }

    return (
      <div className="space-y-2">
        {content.map((block, i) => {
          if (block.type === 'text') {
            return <p key={i}>{block.text}</p>;
          }
          if (block.type === 'image' && block.source) {
            return (
              <img
                key={i}
                src={`data:${block.source.media_type};base64,${block.source.data}`}
                alt="Uploaded"
                className="max-w-full max-h-48 rounded-lg"
              />
            );
          }
          return null;
        })}
      </div>
    );
  };

  return (
    <>
      {/* Floating button */}
      <button
        onClick={() => setIsOpen(true)}
        className={`fixed bottom-6 right-6 z-50 flex items-center gap-2 px-4 py-3 bg-primary text-primary-foreground rounded-full shadow-elevated hover:bg-primary/90 transition-all ${
          isOpen ? 'scale-0 opacity-0' : 'scale-100 opacity-100'
        }`}
      >
        <Sparkles className="h-5 w-5" />
        <span className="font-medium">AI Assistant</span>
      </button>

      {/* Chat panel */}
      <div
        className={`fixed bottom-6 right-6 z-50 w-[400px] h-[600px] max-h-[80vh] bg-card border border-border rounded-2xl shadow-elevated flex flex-col overflow-hidden transition-all duration-300 ${
          isOpen
            ? 'scale-100 opacity-100'
            : 'scale-95 opacity-0 pointer-events-none'
        }`}
      >
        {/* Header */}
        <div className="flex items-center justify-between px-4 py-3 bg-primary text-primary-foreground">
          <div className="flex items-center gap-2">
            <Bot className="h-5 w-5" />
            <span className="font-semibold">VIP Coordinator AI</span>
          </div>
          <div className="flex items-center gap-1">
            <button
              onClick={clearChat}
              className="p-2 hover:bg-white/20 rounded-lg transition-colors"
              title="Clear chat"
            >
              <Trash2 className="h-4 w-4" />
            </button>
            <button
              onClick={() => setIsOpen(false)}
              className="p-2 hover:bg-white/20 rounded-lg transition-colors"
            >
              <X className="h-5 w-5" />
            </button>
          </div>
        </div>

        {/* Messages */}
        <div className="flex-1 overflow-y-auto p-4 space-y-4">
          {messages.length === 0 && (
            <div className="text-center text-muted-foreground py-8">
              <Bot className="h-12 w-12 mx-auto mb-3 text-muted-foreground/50" />
              <p className="font-medium mb-2">Hi! I'm your AI assistant.</p>
              <p className="text-sm">
                I can help you with VIPs, drivers, events, and more.
                <br />
                You can also upload screenshots of emails!
              </p>
              <div className="mt-4 space-y-2 text-sm text-left max-w-xs mx-auto">
                <p className="text-muted-foreground">Try asking:</p>
                <button
                  onClick={() => setInput("What's happening today?")}
                  className="block w-full text-left px-3 py-2 bg-muted rounded-lg hover:bg-accent transition-colors"
                >
                  "What's happening today?"
                </button>
                <button
                  onClick={() => setInput('Who are the VIPs arriving by flight?')}
                  className="block w-full text-left px-3 py-2 bg-muted rounded-lg hover:bg-accent transition-colors"
                >
                  "Who are the VIPs arriving by flight?"
                </button>
                <button
                  onClick={() => setInput('Which drivers are available?')}
                  className="block w-full text-left px-3 py-2 bg-muted rounded-lg hover:bg-accent transition-colors"
                >
                  "Which drivers are available?"
                </button>
              </div>
            </div>
          )}

          {messages.map((message) => (
            <div
              key={message.id}
              className={`flex gap-3 ${
                message.role === 'user' ? 'justify-end' : 'justify-start'
              }`}
            >
              {message.role === 'assistant' && (
                <div className="flex-shrink-0 w-8 h-8 rounded-full bg-primary flex items-center justify-center">
                  <Bot className="h-4 w-4 text-primary-foreground" />
                </div>
              )}
              <div
                className={`max-w-[80%] rounded-2xl px-4 py-2 ${
                  message.role === 'user'
                    ? 'bg-primary text-primary-foreground'
                    : 'bg-muted'
                }`}
              >
                <div className="text-sm">{renderContent(message.content)}</div>
                {message.toolCalls && message.toolCalls.length > 0 && (
                  <div className="mt-2 pt-2 border-t border-border/50 text-xs text-muted-foreground">
                    <span className="font-medium">Actions taken: </span>
                    {message.toolCalls.map((tc) => tc.tool).join(', ')}
                  </div>
                )}
              </div>
              {message.role === 'user' && (
                <div className="flex-shrink-0 w-8 h-8 rounded-full bg-muted flex items-center justify-center">
                  <User className="h-4 w-4 text-foreground" />
                </div>
              )}
            </div>
          ))}

          {chatMutation.isPending && (
            <div className="flex gap-3">
              <div className="flex-shrink-0 w-8 h-8 rounded-full bg-primary flex items-center justify-center">
                <Bot className="h-4 w-4 text-primary-foreground" />
              </div>
              <div className="bg-muted rounded-2xl px-4 py-3">
                <Loader2 className="h-5 w-5 animate-spin text-muted-foreground" />
              </div>
            </div>
          )}

          <div ref={messagesEndRef} />
        </div>

        {/* Pending image preview */}
        {pendingImage && (
          <div className="px-4 py-2 border-t border-border bg-muted/50">
            <div className="relative inline-block">
              <img
                src={`data:${pendingImage.type};base64,${pendingImage.data}`}
                alt="To upload"
                className="h-16 rounded-lg"
              />
              <button
                onClick={() => setPendingImage(null)}
                className="absolute -top-2 -right-2 p-1 bg-destructive text-white rounded-full"
              >
                <X className="h-3 w-3" />
              </button>
            </div>
          </div>
        )}

        {/* Input */}
        <div className="p-4 border-t border-border">
          <div className="flex items-end gap-2">
            <input
              type="file"
              ref={fileInputRef}
              onChange={handleImageUpload}
              accept="image/*"
              className="hidden"
            />
            <button
              onClick={() => fileInputRef.current?.click()}
              className="p-2 text-muted-foreground hover:text-foreground hover:bg-accent rounded-lg transition-colors"
              title="Upload image"
            >
              <ImagePlus className="h-5 w-5" />
            </button>
            <textarea
              value={input}
              onChange={(e) => setInput(e.target.value)}
              onKeyDown={handleKeyDown}
              placeholder="Ask about VIPs, drivers, events..."
              className="flex-1 resize-none bg-muted border-0 rounded-xl px-4 py-3 text-sm focus:outline-none focus:ring-2 focus:ring-primary min-h-[44px] max-h-32"
              rows={1}
            />
            <button
              onClick={handleSend}
              disabled={chatMutation.isPending || (!input.trim() && !pendingImage)}
              className="p-3 bg-primary text-primary-foreground rounded-xl hover:bg-primary/90 disabled:opacity-50 disabled:cursor-not-allowed transition-colors"
            >
              <Send className="h-5 w-5" />
            </button>
          </div>
        </div>
      </div>
    </>
  );
}