"use client"

import { useState, useRef, useEffect } from "react"
import { Card, CardContent } from "@/components/ui/card"
import { Button } from "@/components/ui/button"
import { Badge } from "@/components/ui/badge"
import { Input } from "@/components/ui/input"
import { ScrollArea } from "@/components/ui/scroll-area"
import {
  Bot,
  Send,
  User,
  Sparkles,
  Database,
  Tags,
  FileText,
  Download,
  Copy,
  ThumbsUp,
  ThumbsDown,
  Loader2,
  Zap,
  Search,
  BarChart3,
  Table,
  RefreshCw,
} from "lucide-react"

// 第四部分：AI Agent智能系统 - 智能对话
export default function AIAgentChatPage() {
  const [messages, setMessages] = useState<any[]>([
    {
      id: "1",
      role: "assistant",
      content: "您好！我是神射手AI Agent，可以帮您完成以下任务：\n\n- **自然语言查询**：用自然语言查询用户数据\n- **智能打标**：AI自动为用户打标签\n- **数据清洗**：AI识别并清洗异常数据\n- **智能报告**：自动生成数据分析报告\n\n请问有什么可以帮您？",
      timestamp: new Date(),
    },
  ])
  const [inputValue, setInputValue] = useState("")
  const [isLoading, setIsLoading] = useState(false)
  const scrollRef = useRef<HTMLDivElement>(null)

  // 快捷指令
  const quickCommands = [
    { icon: Search, label: "查询高价值用户", command: "帮我找出最近30天内消费超过1万元的高价值用户" },
    { icon: Tags, label: "AI打标签", command: "为最近7天未登录的用户打上流失风险标签" },
    { icon: Zap, label: "数据清洗", command: "检查用户表中的手机号格式，清洗异常数据" },
    { icon: FileText, label: "生成报告", command: "生成本月用户增长分析报告" },
  ]

  // 支持的指令类型
  const supportedTasks = [
    { type: "NLQ", label: "自然语言查询", desc: "用自然语言查询数据库", icon: Search },
    { type: "TAG", label: "AI打标", desc: "智能为用户打标签", icon: Tags },
    { type: "CLEAN", label: "数据清洗", desc: "AI识别清洗异常数据", icon: Zap },
    { type: "REPORT", label: "智能报告", desc: "自动生成分析报告", icon: FileText },
  ]

  useEffect(() => {
    if (scrollRef.current) {
      scrollRef.current.scrollTop = scrollRef.current.scrollHeight
    }
  }, [messages])

  const handleSend = async () => {
    if (!inputValue.trim() || isLoading) return

    const userMessage = {
      id: Date.now().toString(),
      role: "user",
      content: inputValue,
      timestamp: new Date(),
    }
    setMessages((prev) => [...prev, userMessage])
    setInputValue("")
    setIsLoading(true)

    // 模拟AI响应
    setTimeout(() => {
      let response: any = {
        id: (Date.now() + 1).toString(),
        role: "assistant",
        timestamp: new Date(),
      }

      // 根据输入内容生成不同类型的响应
      if (inputValue.includes("高价值") || inputValue.includes("消费") || inputValue.includes("查询")) {
        response.content = "我已理解您的需求。正在为您查询符合条件的用户..."
        response.taskType = "NLQ"
        response.result = {
          type: "table",
          title: "高价值用户查询结果",
          sql: "SELECT * FROM users WHERE total_spending > 10000 AND last_active_date >= DATE_SUB(NOW(), INTERVAL 30 DAY)",
          data: [
            { id: "U001", name: "张三", phone: "138****1234", spending: "¥15,680", lastActive: "2天前" },
            { id: "U002", name: "李四", phone: "139****5678", spending: "¥12,340", lastActive: "1天前" },
            { id: "U003", name: "王五", phone: "137****9012", spending: "¥11,890", lastActive: "3天前" },
          ],
          total: 823,
        }
      } else if (inputValue.includes("打标") || inputValue.includes("标签")) {
        response.content = "我将为符合条件的用户打上「流失风险」标签。这是一个AI打标任务，需要您确认后执行。"
        response.taskType = "TAG"
        response.result = {
          type: "confirmation",
          title: "AI打标任务确认",
          description: "为最近7天未登录的用户打上「流失风险」标签",
          affectedCount: 12456,
          confidence: 0.87,
          needReview: true,
        }
      } else if (inputValue.includes("清洗") || inputValue.includes("异常")) {
        response.content = "我已扫描用户表，发现以下数据质量问题："
        response.taskType = "CLEAN"
        response.result = {
          type: "cleaning",
          title: "数据清洗建议",
          issues: [
            { field: "phone", issue: "格式不规范", count: 234, example: "1381234567 → 138****4567" },
            { field: "email", issue: "缺失值", count: 1256, suggestion: "填充默认值或标记" },
            { field: "birth_date", issue: "超出范围", count: 45, example: "2099-01-01" },
          ],
          needReview: true,
        }
      } else if (inputValue.includes("报告") || inputValue.includes("分析")) {
        response.content = "正在为您生成用户增长分析报告..."
        response.taskType = "REPORT"
        response.result = {
          type: "report",
          title: "用户增长分析报告（2026年1月）",
          summary: "本月新增用户23,456人，同比增长15.2%；活跃用户856,234人，DAU/MAU比值0.32。",
          highlights: [
            "新用户转化率提升至18.5%，环比增长3.2%",
            "高价值用户占比8.7%，贡献65%的交易额",
            "用户流失率下降至2.1%，创历史新低",
          ],
        }
      } else {
        response.content = "我理解您的需求。请问您想要：\n1. 查询用户数据\n2. AI打标签\n3. 数据清洗\n4. 生成报告\n\n请选择或详细描述您的需求。"
      }

      setMessages((prev) => [...prev, response])
      setIsLoading(false)
    }, 1500)
  }

  const handleQuickCommand = (command: string) => {
    setInputValue(command)
  }

  const renderMessageContent = (message: any) => {
    return (
      <div className="space-y-3">
        <p className="whitespace-pre-wrap">{message.content}</p>

        {message.result?.type === "table" && (
          <Card className="bg-gray-50 border-0">
            <CardContent className="p-4">
              <div className="flex items-center justify-between mb-3">
                <h4 className="font-medium text-gray-900">{message.result.title}</h4>
                <Badge variant="secondary">共 {message.result.total} 条</Badge>
              </div>
              <div className="bg-gray-100 rounded p-2 mb-3 font-mono text-xs text-gray-600 overflow-x-auto">
                {message.result.sql}
              </div>
              <div className="overflow-x-auto">
                <table className="w-full text-sm">
                  <thead>
                    <tr className="border-b">
                      <th className="text-left py-2 px-3">ID</th>
                      <th className="text-left py-2 px-3">姓名</th>
                      <th className="text-left py-2 px-3">手机</th>
                      <th className="text-left py-2 px-3">消费金额</th>
                      <th className="text-left py-2 px-3">最近活跃</th>
                    </tr>
                  </thead>
                  <tbody>
                    {message.result.data.map((row: any, index: number) => (
                      <tr key={index} className="border-b border-gray-100">
                        <td className="py-2 px-3">{row.id}</td>
                        <td className="py-2 px-3">{row.name}</td>
                        <td className="py-2 px-3">{row.phone}</td>
                        <td className="py-2 px-3 text-green-600 font-medium">{row.spending}</td>
                        <td className="py-2 px-3">{row.lastActive}</td>
                      </tr>
                    ))}
                  </tbody>
                </table>
              </div>
              <div className="flex items-center gap-2 mt-3">
                <Button size="sm" variant="outline">
                  <Download className="h-4 w-4 mr-1" />
                  导出Excel
                </Button>
                <Button size="sm" variant="outline">
                  <Copy className="h-4 w-4 mr-1" />
                  复制SQL
                </Button>
              </div>
            </CardContent>
          </Card>
        )}

        {message.result?.type === "confirmation" && (
          <Card className="bg-blue-50 border-blue-200">
            <CardContent className="p-4">
              <h4 className="font-medium text-gray-900 mb-2">{message.result.title}</h4>
              <p className="text-sm text-gray-600 mb-3">{message.result.description}</p>
              <div className="flex items-center gap-4 text-sm mb-3">
                <span>影响用户数：<strong>{message.result.affectedCount.toLocaleString()}</strong></span>
                <span>置信度：<strong>{(message.result.confidence * 100).toFixed(0)}%</strong></span>
              </div>
              {message.result.needReview && (
                <div className="flex items-center gap-2">
                  <Button size="sm">确认执行</Button>
                  <Button size="sm" variant="outline">查看详情</Button>
                  <Button size="sm" variant="ghost">取消</Button>
                </div>
              )}
            </CardContent>
          </Card>
        )}

        {message.result?.type === "cleaning" && (
          <Card className="bg-yellow-50 border-yellow-200">
            <CardContent className="p-4">
              <h4 className="font-medium text-gray-900 mb-3">{message.result.title}</h4>
              <div className="space-y-3">
                {message.result.issues.map((issue: any, index: number) => (
                  <div key={index} className="flex items-start justify-between p-3 bg-white rounded-lg">
                    <div>
                      <div className="flex items-center gap-2">
                        <Badge variant="secondary">{issue.field}</Badge>
                        <span className="text-sm font-medium">{issue.issue}</span>
                      </div>
                      {issue.example && (
                        <p className="text-xs text-gray-500 mt-1">示例：{issue.example}</p>
                      )}
                      {issue.suggestion && (
                        <p className="text-xs text-gray-500 mt-1">建议：{issue.suggestion}</p>
                      )}
                    </div>
                    <Badge className="bg-red-100 text-red-700">{issue.count} 条</Badge>
                  </div>
                ))}
              </div>
              <div className="flex items-center gap-2 mt-3">
                <Button size="sm">一键清洗</Button>
                <Button size="sm" variant="outline">预览修改</Button>
              </div>
            </CardContent>
          </Card>
        )}

        {message.result?.type === "report" && (
          <Card className="bg-green-50 border-green-200">
            <CardContent className="p-4">
              <h4 className="font-medium text-gray-900 mb-2">{message.result.title}</h4>
              <p className="text-sm text-gray-600 mb-3">{message.result.summary}</p>
              <div className="space-y-2">
                <p className="text-sm font-medium text-gray-700">核心发现：</p>
                {message.result.highlights.map((highlight: string, index: number) => (
                  <div key={index} className="flex items-start gap-2 text-sm text-gray-600">
                    <span className="text-green-500">•</span>
                    {highlight}
                  </div>
                ))}
              </div>
              <div className="flex items-center gap-2 mt-3">
                <Button size="sm">
                  <Download className="h-4 w-4 mr-1" />
                  下载完整报告
                </Button>
                <Button size="sm" variant="outline">
                  <BarChart3 className="h-4 w-4 mr-1" />
                  查看图表
                </Button>
              </div>
            </CardContent>
          </Card>
        )}
      </div>
    )
  }

  return (
    <div className="min-h-screen bg-gradient-to-br from-slate-50 via-blue-50/30 to-purple-50/20">
      <div className="flex h-[calc(100vh-64px)]">
        {/* 左侧：功能面板 */}
        <div className="w-64 border-r bg-white/80 backdrop-blur p-4 hidden lg:block">
          <h3 className="font-semibold text-gray-900 mb-4">AI能力</h3>
          <div className="space-y-2">
            {supportedTasks.map((task) => (
              <div
                key={task.type}
                className="flex items-start gap-3 p-3 rounded-lg hover:bg-gray-50 cursor-pointer transition-colors"
              >
                <div className="p-2 rounded-lg bg-blue-50">
                  <task.icon className="h-4 w-4 text-blue-500" />
                </div>
                <div>
                  <p className="text-sm font-medium text-gray-900">{task.label}</p>
                  <p className="text-xs text-gray-500">{task.desc}</p>
                </div>
              </div>
            ))}
          </div>

          <div className="mt-6">
            <h3 className="font-semibold text-gray-900 mb-4">快捷指令</h3>
            <div className="space-y-2">
              {quickCommands.map((cmd, index) => (
                <button
                  key={index}
                  onClick={() => handleQuickCommand(cmd.command)}
                  className="w-full flex items-center gap-2 p-2 rounded-lg text-left text-sm text-gray-600 hover:bg-gray-50 transition-colors"
                >
                  <cmd.icon className="h-4 w-4 text-gray-400" />
                  {cmd.label}
                </button>
              ))}
            </div>
          </div>
        </div>

        {/* 中间：对话区域 */}
        <div className="flex-1 flex flex-col">
          {/* 消息列表 */}
          <ScrollArea className="flex-1 p-6" ref={scrollRef}>
            <div className="max-w-3xl mx-auto space-y-6">
              {messages.map((message) => (
                <div
                  key={message.id}
                  className={`flex gap-4 ${message.role === "user" ? "flex-row-reverse" : ""}`}
                >
                  <div
                    className={`w-10 h-10 rounded-full flex items-center justify-center shrink-0 ${
                      message.role === "user"
                        ? "bg-blue-500"
                        : "bg-gradient-to-br from-purple-500 to-blue-500"
                    }`}
                  >
                    {message.role === "user" ? (
                      <User className="h-5 w-5 text-white" />
                    ) : (
                      <Bot className="h-5 w-5 text-white" />
                    )}
                  </div>
                  <div
                    className={`flex-1 ${message.role === "user" ? "text-right" : ""}`}
                  >
                    <div
                      className={`inline-block max-w-full text-left rounded-2xl px-4 py-3 ${
                        message.role === "user"
                          ? "bg-blue-500 text-white"
                          : "bg-white shadow-sm"
                      }`}
                    >
                      {message.role === "user" ? (
                        <p>{message.content}</p>
                      ) : (
                        renderMessageContent(message)
                      )}
                    </div>
                    {message.role === "assistant" && (
                      <div className="flex items-center gap-2 mt-2">
                        <Button variant="ghost" size="sm" className="h-7 px-2">
                          <ThumbsUp className="h-3 w-3" />
                        </Button>
                        <Button variant="ghost" size="sm" className="h-7 px-2">
                          <ThumbsDown className="h-3 w-3" />
                        </Button>
                        <Button variant="ghost" size="sm" className="h-7 px-2">
                          <Copy className="h-3 w-3" />
                        </Button>
                        <Button variant="ghost" size="sm" className="h-7 px-2">
                          <RefreshCw className="h-3 w-3" />
                        </Button>
                      </div>
                    )}
                  </div>
                </div>
              ))}

              {isLoading && (
                <div className="flex gap-4">
                  <div className="w-10 h-10 rounded-full bg-gradient-to-br from-purple-500 to-blue-500 flex items-center justify-center">
                    <Bot className="h-5 w-5 text-white" />
                  </div>
                  <div className="bg-white rounded-2xl px-4 py-3 shadow-sm">
                    <div className="flex items-center gap-2 text-gray-500">
                      <Loader2 className="h-4 w-4 animate-spin" />
                      <span>AI正在思考...</span>
                    </div>
                  </div>
                </div>
              )}
            </div>
          </ScrollArea>

          {/* 输入区域 */}
          <div className="border-t bg-white/80 backdrop-blur p-4">
            <div className="max-w-3xl mx-auto">
              <div className="flex items-center gap-3">
                <div className="flex-1 relative">
                  <Input
                    value={inputValue}
                    onChange={(e) => setInputValue(e.target.value)}
                    onKeyDown={(e) => e.key === "Enter" && !e.shiftKey && handleSend()}
                    placeholder="输入您的问题，例如：帮我找出最近30天的高价值用户..."
                    className="pr-12 py-6 bg-white"
                  />
                  <Button
                    size="icon"
                    className="absolute right-2 top-1/2 -translate-y-1/2"
                    onClick={handleSend}
                    disabled={isLoading || !inputValue.trim()}
                  >
                    <Send className="h-4 w-4" />
                  </Button>
                </div>
              </div>
              <p className="text-xs text-gray-400 mt-2 text-center">
                AI生成的内容可能存在误差，重要操作请人工确认
              </p>
            </div>
          </div>
        </div>
      </div>
    </div>
  )
}