import React, { useEffect, useRef } from 'react';
import ReactMarkdown from 'react-markdown';
import type { ChatMessage } from '../../types/chat.types.ts';
import { Loader2, AlertCircle, RotateCcw } from 'lucide-react';
import AudioPlayer from './AudioPlayer.tsx';
import TranscriptToggle from './TranscriptToggle.tsx';

type MessageListProps = {
  messages: ChatMessage[];
  isLoading?: boolean;
  error?: string | null;
  onRetry?: () => void;
};

/**
 * Helper to determine if a message should use the specialized detection stance UI
 */
const isSpecializedStanceUI = (message: ChatMessage): boolean => {
  const toolLower = message.tool?.toLowerCase() || '';
  if (!toolLower.includes('detect') || !toolLower.includes('stance')) return false;

  if (message.role === 'user') {
    return message.content.includes('**Topic:**');
  }
  return message.role === 'assistant';
};

const MessageList = ({ messages, isLoading = false, error = null, onRetry }: MessageListProps) => {
  const messagesEndRef = useRef<HTMLDivElement>(null);

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

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

  const formatTime = (date: Date) => {
    return date.toLocaleTimeString('en-US', {
      hour: '2-digit',
      minute: '2-digit',
    });
  };

  const getToolClasses = (message: ChatMessage) => {
    if (message.role !== 'assistant' || !message.tool) return '';

    const toolLower = message.tool.toLowerCase();

    // Match tool names flexibly (case-insensitive, handles variations)
    if (toolLower.includes('detect') && toolLower.includes('stance')) {
      return 'border-l-4 border-blue-400 pl-3 bg-blue-50/30 dark:bg-blue-900/10';
    }
    if (toolLower.includes('generate') && toolLower.includes('argument')) {
      return 'border-l-4 border-purple-400 pl-3 bg-purple-50/30 dark:bg-purple-900/10';
    }
    if (toolLower.includes('extract') && toolLower.includes('topic')) {
      return 'border-l-4 border-emerald-400 pl-3 bg-emerald-50/30 dark:bg-emerald-900/10';
    }

    // Default styling for other tools
    return 'border-l-4 border-teal-400 pl-3 bg-teal-50/30 dark:bg-teal-900/10';
  };

  const getToolLabel = (tool: string | null | undefined): string => {
    if (!tool) return '';

    const toolLower = tool.toLowerCase();

    if (toolLower.includes('detect') && toolLower.includes('stance')) {
      return 'Detect Stance';
    }
    if (toolLower.includes('generate') && toolLower.includes('argument')) {
      return 'Generate Argument';
    }
    if (toolLower.includes('extract') && toolLower.includes('topic')) {
      return 'Extract Topic';
    }

    // Return formatted tool name (capitalize first letter of each word)
    return tool.split(/[\s_-]+/).map(word =>
      word.charAt(0).toUpperCase() + word.slice(1).toLowerCase()
    ).join(' ');
  };

  return (
    <div className="flex-1 overflow-y-auto px-4 py-6 space-y-4">
      {messages.length === 0 && !isLoading && (
        <div className="flex flex-col items-center justify-center h-full text-center">
          <div className="mb-4">
            <div className="w-16 h-16 bg-gradient-to-br from-teal-400 to-blue-500 rounded-full flex items-center justify-center">
              <svg className="w-8 h-8 text-white" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M8 10h.01M12 10h.01M16 10h.01M9 16H5a2 2 0 01-2-2V6a2 2 0 012-2h14a2 2 0 012 2v8a2 2 0 01-2 2h-5l-5 5v-5z" />
              </svg>
            </div>
          </div>
          <h3 className="text-lg font-medium text-gray-900 dark:text-gray-100 mb-2">
            Start a conversation
          </h3>
          <p className="text-sm text-gray-500 dark:text-gray-400 max-w-md">
            Ask me anything! I'm powered by Meta's Llama 4 Scout model and can help with a wide range of topics.
          </p>
        </div>
      )}

      {messages.map((message, index) => {
        const showSpecializedStance = isSpecializedStanceUI(message);

        return (
          <div
            key={message.id}
            className={`flex ${message.role === 'user' ? 'justify-end' : 'justify-start'}`}
          >
            <div
              className={`max-w-3xl px-4 py-3 rounded-2xl ${message.role === 'user'
                ? 'bg-teal-500 text-white ml-12'
                : 'bg-gray-100 dark:bg-gray-800 text-gray-900 dark:text-gray-100 mr-12'
                }${getToolClasses(message) ? ' ' + getToolClasses(message) : ''}`}
            >
              {message.audioUrl ? (
                <div>
                  <AudioPlayer
                    src={message.audioUrl}
                    autoPlay={message.role === 'assistant' && index === messages.length - 1}
                  />
                  <TranscriptToggle content={message.content} />
                </div>
              ) : (
                <div className="space-y-3">
                  {message.tool && message.role === 'assistant' && (
                    <div className="mb-1 text-xs font-semibold uppercase tracking-wide text-gray-500 dark:text-gray-400">
                      {getToolLabel(message.tool)}
                    </div>
                  )}

                  {showSpecializedStance ? (
                    <div className="space-y-3">
                      {message.role === 'user' ? (
                        <div className="space-y-2">
                          {message.content.split('\n').map((line, idx) => {
                            if (line.startsWith('**Topic:**')) {
                              const topicText = line.replace('**Topic:**', '').trim();
                              return (
                                <div key={idx}>
                                  <span className="text-xs font-semibold opacity-90">Topic: </span>
                                  <span className="text-sm">{topicText}</span>
                                </div>
                              );
                            } else if (line.startsWith('**Argument:**')) {
                              const argumentText = line.replace('**Argument:**', '').trim();
                              return (
                                <div key={idx}>
                                  <span className="text-xs font-semibold opacity-90">Argument: </span>
                                  <span className="text-sm">{argumentText}</span>
                                </div>
                              );
                            }
                            return null;
                          })}
                        </div>
                      ) : (
                        <div className="space-y-3">
                          {message.content.split('\n').map((line, idx) => {
                            if (line.startsWith('**Stance:**')) {
                              const stanceText = line.replace('**Stance:**', '').trim();
                              const isPro = stanceText.includes('PRO') || stanceText.toLowerCase().includes('positive');
                              return (
                                <div key={idx} className="flex items-center gap-2">
                                  <span className="text-xs font-semibold text-gray-600 dark:text-gray-400">Stance:</span>
                                  <span className={`px-2.5 py-1 rounded-full text-xs font-semibold ${isPro
                                    ? 'bg-emerald-100 text-emerald-800 dark:bg-emerald-900/40 dark:text-emerald-200'
                                    : 'bg-rose-100 text-rose-800 dark:bg-rose-900/40 dark:text-rose-200'
                                    }`}>
                                    {stanceText}
                                  </span>
                                </div>
                              );
                            } else if (line.startsWith('**Confidence:**')) {
                              const confidenceText = line.replace('**Confidence:**', '').trim();
                              const confidenceValue = parseFloat(confidenceText.replace('%', '')) || 0;
                              const getConfidenceColor = (value: number) => {
                                if (value >= 80) return 'bg-emerald-500';
                                if (value >= 60) return 'bg-yellow-500';
                                return 'bg-orange-500';
                              };
                              return (
                                <div key={idx} className="space-y-2">
                                  <div className="flex items-center justify-between gap-2">
                                    <span className="text-xs font-semibold text-gray-600 dark:text-gray-400">Confidence:</span>
                                    <span className="text-sm font-medium text-gray-700 dark:text-gray-300">{confidenceText}</span>
                                  </div>
                                  <div className="w-full bg-gray-200 dark:bg-gray-700 rounded-full h-1.5 overflow-hidden">
                                    <div
                                      className={`h-full transition-all duration-500 ${getConfidenceColor(confidenceValue)}`}
                                      style={{ width: `${Math.min(confidenceValue, 100)}%` }}
                                    />
                                  </div>
                                </div>
                              );
                            } else if (line.startsWith('**Explanation:**')) {
                              const explanationParts = message.content.split('**Explanation:**\n');
                              const explanationText = explanationParts.length > 1 ? explanationParts[1] : '';
                              return (
                                <div key={idx} className="pt-2 border-t border-gray-200 dark:border-gray-700">
                                  <div className="text-xs font-semibold text-gray-600 dark:text-gray-400 mb-1">Explanation:</div>
                                  <div className="text-sm text-gray-700 dark:text-gray-300 whitespace-pre-wrap leading-relaxed">
                                    {explanationText}
                                  </div>
                                </div>
                              );
                            }
                            return null;
                          })}
                        </div>
                      )}
                    </div>
                  ) : (
                    <div className="text-sm leading-relaxed break-words">
                      <ReactMarkdown
                        components={{
                          p: ({ node, ...props }) => (
                            <p {...props} className="whitespace-pre-wrap mb-2 last:mb-0" />
                          ),
                          ul: ({ node, ...props }) => (
                            <ul {...props} className="list-disc ml-5 space-y-1 mb-2 last:mb-0" />
                          ),
                          ol: ({ node, ...props }) => (
                            <ol {...props} className="list-decimal ml-5 space-y-1 mb-2 last:mb-0" />
                          ),
                          li: ({ node, ...props }) => (
                            <li {...props} className="ml-1" />
                          ),
                        }}
                      >
                        {typeof message.content === 'string' ? message.content : ''}
                      </ReactMarkdown>
                    </div>
                  )}

                  {/* Process pipeline for extract topic tool */}
                  {message.role === 'assistant' &&
                    message.tool?.toLowerCase().includes('extract') &&
                    message.tool?.toLowerCase().includes('topic') &&
                    message.process && (
                      <div className="mt-3 pt-3 border-t border-gray-200 dark:border-gray-700">
                        <div className="flex items-center gap-2 flex-wrap">
                          <span className="text-[10px] uppercase tracking-wide text-gray-400 dark:text-gray-500 font-medium">
                            Process:
                          </span>
                          {message.process.split('→').map((step, sIdx, steps) => (
                            <React.Fragment key={sIdx}>
                              <span className="px-2 py-0.5 text-[10px] bg-gray-100 dark:bg-gray-800 text-gray-600 dark:text-gray-400 rounded font-medium">
                                {step.trim()}
                              </span>
                              {sIdx < steps.length - 1 && (
                                <span className="text-gray-400 dark:text-gray-600 text-xs">→</span>
                              )}
                            </React.Fragment>
                          ))}
                        </div>
                      </div>
                    )}

                  {/* Stance info for generate argument tool */}
                  {message.role === 'assistant' &&
                    message.tool?.toLowerCase().includes('generate') &&
                    message.tool?.toLowerCase().includes('argument') &&
                    message.stance && (
                      <div className="mt-2 flex gap-2">
                        <span className={`px-2.5 py-0.5 text-[10px] rounded-full font-semibold uppercase tracking-wider ${message.stance === 'positive'
                          ? 'bg-emerald-500 text-white'
                          : 'bg-rose-500 text-white'
                          }`}>
                          {message.stance} stance
                        </span>
                      </div>
                    )}
                </div>
              )}
              <div
                className={`text-[10px] mt-2 opacity-60 ${message.role === 'user' ? 'text-right opacity-80' : 'text-left'
                  }`}
              >
                {formatTime(message.timestamp)}
              </div>
            </div>
          </div>
        );
      })}

      {isLoading && (
        <div className="flex justify-start">
          <div className="bg-gray-100 dark:bg-gray-800 text-gray-900 dark:text-gray-100 mr-12 max-w-3xl px-4 py-3 rounded-2xl">
            <div className="flex items-center space-x-2">
              <Loader2 className="w-4 h-4 animate-spin" />
              <span className="text-sm">Thinking...</span>
            </div>
          </div>
        </div>
      )}

      {error && (
        <div className="flex justify-start">
          <div className="bg-red-50 dark:bg-red-900/20 text-red-900 dark:text-red-100 mr-12 max-w-3xl px-4 py-3 rounded-2xl border border-red-200 dark:border-red-800">
            <div className="flex items-start space-x-2">
              <AlertCircle className="w-5 h-5 text-red-500 dark:text-red-400 flex-shrink-0 mt-0.5" />
              <div className="flex-1">
                <p className="text-sm font-medium">Error</p>
                <p className="text-sm opacity-90">{error}</p>
                {onRetry && (
                  <button
                    onClick={onRetry}
                    className="mt-2 flex items-center space-x-1 text-sm text-red-600 dark:text-red-400 hover:text-red-700 dark:hover:text-red-300 transition-colors"
                  >
                    <RotateCcw className="w-3 h-3" />
                    <span>Retry</span>
                  </button>
                )}
              </div>
            </div>
          </div>
        </div>
      )}

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

export default MessageList;