users/components/data-integration/ai-analysis-tools.tsx

"use client"

import { useState } from "react"
import { Card, CardContent, CardHeader, CardTitle, CardDescription } from "@/components/ui/card"
import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs"
import { Button } from "@/components/ui/button"
import { Input } from "@/components/ui/input"
import { Label } from "@/components/ui/label"
import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
import { Switch } from "@/components/ui/switch"
import { Checkbox } from "@/components/ui/checkbox"
import { Badge } from "@/components/ui/badge"
import { Separator } from "@/components/ui/separator"
import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from "@/components/ui/table"
import {
  Brain,
  Lightbulb,
  BarChart,
  PieChart,
  Users,
  Tag,
  Play,
  Settings,
  Search,
  Filter,
  Copy,
  Check,
  Zap,
  Plus,
  Download,
} from "lucide-react"
import {
  Dialog,
  DialogContent,
  DialogDescription,
  DialogHeader,
  DialogTitle,
  DialogFooter,
} from "@/components/ui/dialog"
import { useToast } from "@/components/ui/use-toast"
import { Textarea } from "@/components/ui/textarea"

interface AIAnalysisTask {
  id: string
  name: string
  type: string
  status: "pending" | "running" | "completed" | "failed"
  progress: number
  createdAt: string
  completedAt: string | null
  dataSource: string
  parameters: Record<string, any>
  result: any | null
}

interface AIModel {
  id: string
  name: string
  provider: string
  type: string
  capabilities: string[]
  apiEndpoint: string
  apiKey: string
  status: "active" | "inactive"
}

export function AIAnalysisTools() {
  const { toast } = useToast()
  const [activeTab, setActiveTab] = useState("analysis-tasks")
  const [isCreatingTask, setIsCreatingTask] = useState(false)
  const [selectedTaskId, setSelectedTaskId] = useState<string | null>(null)
  const [isAddingModel, setIsAddingModel] = useState(false)
  const [copiedText, setCopiedText] = useState<string | null>(null)

  // 模拟AI分析任务
  const [aiTasks, setAiTasks] = useState<AIAnalysisTask[]>([
    {
      id: "task-1",
      name: "用户行为分析",
      type: "behavior-analysis",
      status: "completed",
      progress: 100,
      createdAt: "2023-07-20 10:15",
      completedAt: "2023-07-20 10:25",
      dataSource: "行为分析平台",
      parameters: {
        userSegment: "高价值用户",
        timeRange: "近30天",
        analysisDepth: "深度",
      },
      result: {
        summary: "高价值用户在过去30天内主要活跃在晚间时段，偏好浏览科技和旅游类内容，平均会话时长较长。",
        insights: [
          "用户主要在晚上9点至11点活跃",
          "科技类内容点击率高于平均水平58%",
          "平均会话时长为8.5分钟，高于普通用户3.2分钟",
          "移动端访问占比87%，其中iOS设备占65%",
        ],
        recommendations: [
          "在晚间时段推送个性化内容",
          "增加科技和旅游类内容的推荐权重",
          "针对长会话时长优化页面加载速度",
          "优化iOS端用户体验",
        ],
      },
    },
    {
      id: "task-2",
      name: "用户分群自动发现",
      type: "segment-discovery",
      status: "completed",
      progress: 100,
      createdAt: "2023-07-19 14:30",
      completedAt: "2023-07-19 15:10",
      dataSource: "用户数据库",
      parameters: {
        clusteringMethod: "K-Means",
        features: ["消费行为", "活跃度", "内容偏好"],
        maxClusters: 8,
      },
      result: {
        summary: "系统自动发现了5个明显的用户分群，其中包括高消费低活跃、高活跃低消费等特征明显的群体。",
        clusters: [
          {
            name: "高消费科技爱好者",
            size: 12500,
            characteristics: ["高消费", "科技内容偏好", "中等活跃度"],
          },
          {
            name: "活跃社交用户",
            size: 28900,
            characteristics: ["高活跃度", "社交内容偏好", "中等消费"],
          },
          {
            name: "奢侈品偶尔购买者",
            size: 8700,
            characteristics: ["低活跃度", "高单次消费", "奢侈品偏好"],
          },
          {
            name: "日常必需品购买者",
            size: 45600,
            characteristics: ["高频次低金额消费", "中等活跃度", "生活类内容偏好"],
          },
          {
            name: "休眠用户",
            size: 15400,
            characteristics: ["极低活跃度", "低消费", "无明显内容偏好"],
          },
        ],
      },
    },
    {
      id: "task-3",
      name: "用户流失预测",
      type: "churn-prediction",
      status: "running",
      progress: 65,
      createdAt: "2023-07-21 09:45",
      completedAt: null,
      dataSource: "用户数据库 & 行为分析平台",
      parameters: {
        predictionHorizon: "30天",
        modelType: "随机森林",
        features: ["活跃度", "消费频率", "客服交互", "产品使用情况"],
      },
      result: null,
    },
    {
      id: "task-4",
      name: "营销策略生成",
      type: "strategy-generation",
      status: "pending",
      progress: 0,
      createdAt: "2023-07-21 10:30",
      completedAt: null,
      dataSource: "用户画像 & 行为分析",
      parameters: {
        targetSegment: "流失风险用户",
        campaignGoal: "提高留存率",
        budgetConstraint: "中等",
        channelPreference: ["短信", "应用内推送", "邮件"],
      },
      result: null,
    },
    {
      id: "task-5",
      name: "自动标签生成",
      type: "tag-generation",
      status: "completed",
      progress: 100,
      createdAt: "2023-07-18 11:20",
      completedAt: "2023-07-18 12:05",
      dataSource: "用户数据库 & 行为分析平台",
      parameters: {
        tagCategories: ["兴趣", "消费习惯", "活跃模式"],
        minConfidence: 0.7,
        maxTagsPerUser: 10,
      },
      result: {
        summary: "系统为85%的用户生成了新标签，平均每用户5.3个标签。",
        tagCategories: [
          {
            name: "兴趣标签",
            count: 28,
            coverage: "92%",
            examples: ["科技爱好者", "旅游达人", "美食家", "运动健身"],
          },
          {
            name: "消费习惯",
            count: 15,
            coverage: "88%",
            examples: ["奢侈品偏好", "理性消费", "冲动购物", "价格敏感"],
          },
          {
            name: "活跃模式",
            count: 12,
            coverage: "95%",
            examples: ["工作时间活跃", "夜间活跃", "周末活跃", "低频高质"],
          },
        ],
      },
    },
  ])

  // 模拟AI模型
  const [aiModels, setAiModels] = useState<AIModel[]>([
    {
      id: "model-1",
      name: "GPT-4",
      provider: "OpenAI",
      type: "大语言模型",
      capabilities: ["文本生成", "内容分析", "情感分析", "摘要生成"],
      apiEndpoint: "https://api.openai.com/v1/chat/completions",
      apiKey: "sk-***********",
      status: "active",
    },
    {
      id: "model-2",
      name: "Claude 2",
      provider: "Anthropic",
      type: "大语言模型",
      capabilities: ["文本生成", "内容分析", "代码生成", "问答"],
      apiEndpoint: "https://api.anthropic.com/v1/complete",
      apiKey: "sk-ant-***********",
      status: "active",
    },
    {
      id: "model-3",
      name: "MCP SERVER AI",
      provider: "内部服务",
      type: "专用分析模型",
      capabilities: ["用户行为分析", "分群发现", "标签生成", "预测模型"],
      apiEndpoint: "https://mcp.example.com/api/analyze",
      apiKey: "mcp-***********",
      status: "active",
    },
    {
      id: "model-4",
      name: "DALL-E 3",
      provider: "OpenAI",
      type: "图像生成模型",
      capabilities: ["图像生成", "图像编辑", "风格迁移"],
      apiEndpoint: "https://api.openai.com/v1/images/generations",
      apiKey: "sk-***********",
      status: "inactive",
    },
  ])

  // 模拟分析模板
  const analysisTemplates = [
    {
      id: "template-1",
      name: "用户行为分析",
      description: "分析用户的行为模式、偏好和习惯",
      type: "behavior-analysis",
      parameters: {
        userSegment: "所有用户",
        timeRange: "近30天",
        analysisDepth: "标准",
      },
    },
    {
      id: "template-2",
      name: "用户分群发现",
      description: "自动发现数据中的用户分群",
      type: "segment-discovery",
      parameters: {
        clusteringMethod: "K-Means",
        features: ["消费行为", "活跃度", "内容偏好"],
        maxClusters: 8,
      },
    },
    {
      id: "template-3",
      name: "用户流失预测",
      description: "预测未来可能流失的用户",
      type: "churn-prediction",
      parameters: {
        predictionHorizon: "30天",
        modelType: "随机森林",
        features: ["活跃度", "消费频率", "客服交互", "产品使用情况"],
      },
    },
    {
      id: "template-4",
      name: "营销策略生成",
      description: "为特定用户分群生成营销策略",
      type: "strategy-generation",
      parameters: {
        targetSegment: "流失风险用户",
        campaignGoal: "提高留存率",
        budgetConstraint: "中等",
        channelPreference: ["短信", "应用内推送", "邮件"],
      },
    },
    {
      id: "template-5",
      name: "自动标签生成",
      description: "基于用户数据自动生成用户标签",
      type: "tag-generation",
      parameters: {
        tagCategories: ["兴趣", "消费习惯", "活跃模式"],
        minConfidence: 0.7,
        maxTagsPerUser: 10,
      },
    },
  ]

  const getStatusBadge = (status: string) => {
    switch (status) {
      case "pending":
        return <Badge className="bg-gray-100 text-gray-800">等待中</Badge>
      case "running":
        return <Badge className="bg-blue-100 text-blue-800">运行中</Badge>
      case "completed":
        return <Badge className="bg-green-100 text-green-800">已完成</Badge>
      case "failed":
        return <Badge className="bg-red-100 text-red-800">失败</Badge>
      case "active":
        return <Badge className="bg-green-100 text-green-800">已启用</Badge>
      case "inactive":
        return <Badge className="bg-gray-100 text-gray-800">已禁用</Badge>
      default:
        return <Badge>未知</Badge>
    }
  }

  const getTaskTypeIcon = (type: string) => {
    switch (type) {
      case "behavior-analysis":
        return <Users className="h-5 w-5 text-blue-500" />
      case "segment-discovery":
        return <PieChart className="h-5 w-5 text-purple-500" />
      case "churn-prediction":
        return <BarChart className="h-5 w-5 text-orange-500" />
      case "strategy-generation":
        return <Lightbulb className="h-5 w-5 text-yellow-500" />
      case "tag-generation":
        return <Tag className="h-5 w-5 text-green-500" />
      default:
        return <Brain className="h-5 w-5" />
    }
  }

  const selectedTask = selectedTaskId ? aiTasks.find((task) => task.id === selectedTaskId) : null

  const handleCopyText = (text: string) => {
    navigator.clipboard.writeText(text)
    setCopiedText(text)
    toast({
      title: "已复制到剪贴板",
      description: "文本已成功复制到剪贴板",
    })
    setTimeout(() => setCopiedText(null), 2000)
  }

  const toggleModelStatus = (id: string) => {
    setAiModels(
      aiModels.map((model) => {
        if (model.id === id) {
          return {
            ...model,
            status: model.status === "active" ? "inactive" : "active",
          }
        }
        return model
      }),
    )
  }

  return (
    <div className="space-y-4">
      <div className="flex justify-between items-center">
        <h2 className="text-2xl font-bold">AI分析工具</h2>
        <div className="flex items-center gap-2">
          <Button variant="outline">
            <Settings className="mr-2 h-4 w-4" />
            AI设置
          </Button>
          <Button onClick={() => setIsCreatingTask(true)}>
            <Brain className="mr-2 h-4 w-4" />
            创建分析任务
          </Button>
        </div>
      </div>

      <Tabs value={activeTab} onValueChange={setActiveTab} className="space-y-4">
        <TabsList>
          <TabsTrigger value="analysis-tasks">分析任务</TabsTrigger>
          <TabsTrigger value="ai-models">AI模型</TabsTrigger>
          <TabsTrigger value="templates">分析模板</TabsTrigger>
          <TabsTrigger value="settings">AI设置</TabsTrigger>
        </TabsList>

        <TabsContent value="analysis-tasks" className="space-y-4">
          <Card>
            <CardHeader>
              <div className="flex justify-between items-center">
                <CardTitle>AI分析任务</CardTitle>
                <div className="flex items-center gap-2">
                  <div className="relative">
                    <Search className="absolute left-2.5 top-2.5 h-4 w-4 text-muted-foreground" />
                    <Input type="text" placeholder="搜索任务..." className="pl-8 w-[200px]" />
                  </div>
                  <Select defaultValue="all">
                    <SelectTrigger className="w-[150px]">
                      <Filter className="mr-2 h-4 w-4" />
                      <SelectValue placeholder="任务状态" />
                    </SelectTrigger>
                    <SelectContent>
                      <SelectItem value="all">所有状态</SelectItem>
                      <SelectItem value="pending">等待中</SelectItem>
                      <SelectItem value="running">运行中</SelectItem>
                      <SelectItem value="completed">已完成</SelectItem>
                      <SelectItem value="failed">失败</SelectItem>
                    </SelectContent>
                  </Select>
                </div>
              </div>
            </CardHeader>
            <CardContent>
              <div className="rounded-md border">
                <Table>
                  <TableHeader>
                    <TableRow>
                      <TableHead className="w-[50px]">类型</TableHead>
                      <TableHead>任务名称</TableHead>
                      <TableHead>数据源</TableHead>
                      <TableHead>创建时间</TableHead>
                      <TableHead>状态</TableHead>
                      <TableHead>进度</TableHead>
                      <TableHead className="text-right">操作</TableHead>
                    </TableRow>
                  </TableHeader>
                  <TableBody>
                    {aiTasks.map((task) => (
                      <TableRow key={task.id}>
                        <TableCell>{getTaskTypeIcon(task.type)}</TableCell>
                        <TableCell className="font-medium">{task.name}</TableCell>
                        <TableCell>{task.dataSource}</TableCell>
                        <TableCell>{task.createdAt}</TableCell>
                        <TableCell>{getStatusBadge(task.status)}</TableCell>
                        <TableCell>
                          <div className="w-full bg-gray-200 rounded-full h-2.5">
                            <div
                              className={`h-2.5 rounded-full ${
                                task.status === "completed"
                                  ? "bg-green-600"
                                  : task.status === "running"
                                    ? "bg-blue-600"
                                    : task.status === "failed"
                                      ? "bg-red-600"
                                      : "bg-gray-400"
                              }`}
                              style={{ width: `${task.progress}%` }}
                            ></div>
                          </div>
                        </TableCell>
                        <TableCell className="text-right">
                          <Button variant="ghost" size="sm" onClick={() => setSelectedTaskId(task.id)}>
                            查看详情
                          </Button>
                        </TableCell>
                      </TableRow>
                    ))}
                  </TableBody>
                </Table>
              </div>
            </CardContent>
          </Card>
        </TabsContent>

        <TabsContent value="ai-models" className="space-y-4">
          <Card>
            <CardHeader>
              <div className="flex justify-between items-center">
                <CardTitle>AI模型管理</CardTitle>
                <Button onClick={() => setIsAddingModel(true)}>添加模型</Button>
              </div>
            </CardHeader>
            <CardContent>
              <div className="rounded-md border">
                <Table>
                  <TableHeader>
                    <TableRow>
                      <TableHead>模型名称</TableHead>
                      <TableHead>提供商</TableHead>
                      <TableHead>类型</TableHead>
                      <TableHead>能力</TableHead>
                      <TableHead>API端点</TableHead>
                      <TableHead>状态</TableHead>
                      <TableHead className="text-right">操作</TableHead>
                    </TableRow>
                  </TableHeader>
                  <TableBody>
                    {aiModels.map((model) => (
                      <TableRow key={model.id}>
                        <TableCell className="font-medium">{model.name}</TableCell>
                        <TableCell>{model.provider}</TableCell>
                        <TableCell>{model.type}</TableCell>
                        <TableCell>
                          <div className="flex flex-wrap gap-1">
                            {model.capabilities.slice(0, 2).map((capability, index) => (
                              <Badge key={index} variant="outline">
                                {capability}
                              </Badge>
                            ))}
                            {model.capabilities.length > 2 && (
                              <Badge variant="outline">+{model.capabilities.length - 2}</Badge>
                            )}
                          </div>
                        </TableCell>
                        <TableCell className="max-w-[200px] truncate">{model.apiEndpoint}</TableCell>
                        <TableCell>
                          <div className="flex items-center space-x-2">
                            <Switch
                              checked={model.status === "active"}
                              onCheckedChange={() => toggleModelStatus(model.id)}
                              aria-label="Toggle model"
                            />
                            <span>{getStatusBadge(model.status)}</span>
                          </div>
                        </TableCell>
                        <TableCell className="text-right">
                          <div className="flex justify-end space-x-2">
                            <Button variant="ghost" size="sm">
                              编辑
                            </Button>
                            <Button variant="ghost" size="sm">
                              测试
                            </Button>
                          </div>
                        </TableCell>
                      </TableRow>
                    ))}
                  </TableBody>
                </Table>
              </div>
            </CardContent>
          </Card>

          <Card>
            <CardHeader>
              <CardTitle>MCP SERVER配置</CardTitle>
              <CardDescription>配置MCP SERVER AI工具的分析参数</CardDescription>
            </CardHeader>
            <CardContent className="space-y-4">
              <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
                <div className="space-y-2">
                  <Label htmlFor="mcp-server-url">服务器地址</Label>
                  <Input id="mcp-server-url" defaultValue="https://mcp.example.com/api" />
                </div>
                <div className="space-y-2">
                  <Label htmlFor="mcp-api-key">API密钥</Label>
                  <Input id="mcp-api-key" type="password" defaultValue="••••••••••••••••" />
                </div>
              </div>

              <div className="space-y-2">
                <Label htmlFor="mcp-model">AI模型选择</Label>
                <Select defaultValue="gpt-4">
                  <SelectTrigger id="mcp-model">
                    <SelectValue placeholder="选择AI模型" />
                  </SelectTrigger>
                  <SelectContent>
                    <SelectItem value="gpt-4">GPT-4</SelectItem>
                    <SelectItem value="gpt-3.5-turbo">GPT-3.5 Turbo</SelectItem>
                    <SelectItem value="claude-2">Claude 2</SelectItem>
                    <SelectItem value="llama-2">Llama 2</SelectItem>
                  </SelectContent>
                </Select>
              </div>

              <div className="space-y-2">
                <Label>分析能力配置</Label>
                <div className="grid grid-cols-2 gap-2">
                  <div className="flex items-center space-x-2">
                    <Switch id="behavior-analysis" defaultChecked />
                    <Label htmlFor="behavior-analysis">行为分析</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Switch id="segment-discovery" defaultChecked />
                    <Label htmlFor="segment-discovery">分群发现</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Switch id="churn-prediction" defaultChecked />
                    <Label htmlFor="churn-prediction">流失预测</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Switch id="tag-generation" defaultChecked />
                    <Label htmlFor="tag-generation">标签生成</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Switch id="strategy-generation" defaultChecked />
                    <Label htmlFor="strategy-generation">策略生成</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Switch id="content-generation" defaultChecked />
                    <Label htmlFor="content-generation">内容生成</Label>
                  </div>
                </div>
              </div>

              <div className="flex justify-end">
                <Button>保存MCP配置</Button>
              </div>
            </CardContent>
          </Card>
        </TabsContent>

        <TabsContent value="templates" className="space-y-4">
          <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
            {analysisTemplates.map((template) => (
              <Card key={template.id} className="border shadow-sm">
                <CardHeader>
                  <div className="flex items-center justify-between">
                    <div className="flex items-center gap-2">
                      {getTaskTypeIcon(template.type)}
                      <CardTitle className="text-lg">{template.name}</CardTitle>
                    </div>
                    <Button variant="ghost" size="icon">
                      <Settings className="h-4 w-4" />
                    </Button>
                  </div>
                  <CardDescription>{template.description}</CardDescription>
                </CardHeader>
                <CardContent>
                  <div className="space-y-2">
                    <h4 className="text-sm font-medium">默认参数</h4>
                    <div className="text-sm">
                      {Object.entries(template.parameters).map(([key, value]) => (
                        <div key={key} className="flex justify-between py-1 border-b border-dashed border-gray-200">
                          <span className="text-muted-foreground">{key}:</span>
                          <span className="font-medium">
                            {Array.isArray(value) ? value.join(", ") : value.toString()}
                          </span>
                        </div>
                      ))}
                    </div>
                  </div>
                  <div className="mt-4 flex justify-end">
                    <Button onClick={() => setIsCreatingTask(true)}>
                      <Play className="mr-2 h-4 w-4" />
                      使用模板
                    </Button>
                  </div>
                </CardContent>
              </Card>
            ))}

            <Card className="border shadow-sm border-dashed">
              <CardContent className="p-6 flex flex-col items-center justify-center h-full">
                <div className="rounded-full bg-muted p-3 mb-4">
                  <Plus className="h-6 w-6 text-muted-foreground" />
                </div>
                <h3 className="text-lg font-medium mb-2">创建新模板</h3>
                <p className="text-sm text-muted-foreground text-center mb-4">创建自定义分析模板，保存常用的分析配置</p>
                <Button variant="outline">创建模板</Button>
              </CardContent>
            </Card>
          </div>
        </TabsContent>

        <TabsContent value="settings" className="space-y-4">
          <Card>
            <CardHeader>
              <CardTitle>AI分析设置</CardTitle>
              <CardDescription>配置AI分析的全局设置</CardDescription>
            </CardHeader>
            <CardContent className="space-y-4">
              <div className="space-y-2">
                <div className="flex items-center justify-between">
                  <Label htmlFor="enable-ai">启用AI分析</Label>
                  <Switch id="enable-ai" defaultChecked />
                </div>
                <p className="text-sm text-muted-foreground">关闭后，所有AI分析功能将暂停</p>
              </div>

              <div className="space-y-2">
                <Label htmlFor="default-model">默认AI模型</Label>
                <Select defaultValue="model-3">
                  <SelectTrigger id="default-model">
                    <SelectValue placeholder="选择默认模型" />
                  </SelectTrigger>
                  <SelectContent>
                    {aiModels
                      .filter((model) => model.status === "active")
                      .map((model) => (
                        <SelectItem key={model.id} value={model.id}>
                          {model.name} ({model.provider})
                        </SelectItem>
                      ))}
                  </SelectContent>
                </Select>
              </div>

              <div className="space-y-2">
                <Label htmlFor="analysis-concurrency">并发分析任务数</Label>
                <Select defaultValue="3">
                  <SelectTrigger id="analysis-concurrency">
                    <SelectValue placeholder="选择并发任务数" />
                  </SelectTrigger>
                  <SelectContent>
                    <SelectItem value="1">1</SelectItem>
                    <SelectItem value="3">3</SelectItem>
                    <SelectItem value="5">5</SelectItem>
                    <SelectItem value="10">10</SelectItem>
                  </SelectContent>
                </Select>
                <p className="text-sm text-muted-foreground">设置同时执行的AI分析任务数量，数值越大系统负载越高</p>
              </div>

              <Separator />

              <div className="space-y-2">
                <Label>数据访问权限</Label>
                <div className="grid grid-cols-2 gap-2">
                  <div className="flex items-center space-x-2">
                    <Checkbox id="access-user-db" defaultChecked />
                    <Label htmlFor="access-user-db">用户数据库</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="access-transaction" defaultChecked />
                    <Label htmlFor="access-transaction">交易系统</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="access-behavior" defaultChecked />
                    <Label htmlFor="access-behavior">行为分析平台</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="access-user-value" defaultChecked />
                    <Label htmlFor="access-user-value">用户价值模型</Label>
                  </div>
                </div>
              </div>

              <div className="space-y-2">
                <Label>数据处理设置</Label>
                <div className="grid grid-cols-2 gap-2">
                  <div className="flex items-center space-x-2">
                    <Checkbox id="anonymize-data" defaultChecked />
                    <Label htmlFor="anonymize-data">数据匿名化</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="cache-results" defaultChecked />
                    <Label htmlFor="cache-results">缓存分析结果</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="auto-update" defaultChecked />
                    <Label htmlFor="auto-update">自动更新分析</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="save-history" defaultChecked />
                    <Label htmlFor="save-history">保存分析历史</Label>
                  </div>
                </div>
              </div>

              <div className="space-y-2">
                <Label>通知设置</Label>
                <div className="grid grid-cols-2 gap-2">
                  <div className="flex items-center space-x-2">
                    <Checkbox id="notify-completion" defaultChecked />
                    <Label htmlFor="notify-completion">分析完成通知</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="notify-error" defaultChecked />
                    <Label htmlFor="notify-error">错误通知</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="notify-insight" defaultChecked />
                    <Label htmlFor="notify-insight">重要洞察通知</Label>
                  </div>
                  <div className="flex items-center space-x-2">
                    <Checkbox id="notify-email" defaultChecked />
                    <Label htmlFor="notify-email">邮件通知</Label>
                  </div>
                </div>
              </div>

              <div className="flex justify-end">
                <Button>保存设置</Button>
              </div>
            </CardContent>
          </Card>
        </TabsContent>
      </Tabs>

      {/* 任务详情对话框 */}
      <Dialog open={!!selectedTaskId} onOpenChange={(open) => !open && setSelectedTaskId(null)}>
        <DialogContent className="sm:max-w-[700px]">
          <DialogHeader>
            <DialogTitle>分析任务详情</DialogTitle>
            <DialogDescription>查看AI分析任务的详细信息和结果</DialogDescription>
          </DialogHeader>
          {selectedTask && (
            <div className="space-y-4 py-4">
              <div className="flex items-center gap-4">
                {getTaskTypeIcon(selectedTask.type)}
                <div>
                  <h3 className="font-medium text-lg">{selectedTask.name}</h3>
                  <p className="text-sm text-muted-foreground">
                    {selectedTask.dataSource} | 创建于 {selectedTask.createdAt}
                  </p>
                </div>
                <div className="ml-auto">{getStatusBadge(selectedTask.status)}</div>
              </div>

              <Separator />

              <div className="space-y-2">
                <h4 className="text-sm font-medium">分析参数</h4>
                <div className="grid grid-cols-2 gap-2">
                  {Object.entries(selectedTask.parameters).map(([key, value]) => (
                    <div key={key} className="flex justify-between py-1 border-b border-dashed border-gray-200">
                      <span className="text-sm text-muted-foreground">{key}:</span>
                      <span className="text-sm font-medium">
                        {Array.isArray(value) ? value.join(", ") : value.toString()}
                      </span>
                    </div>
                  ))}
                </div>
              </div>

              {selectedTask.status === "running" && (
                <div className="space-y-2">
                  <div className="flex justify-between items-center">
                    <h4 className="text-sm font-medium">分析进度</h4>
                    <span className="text-sm font-medium">{selectedTask.progress}%</span>
                  </div>
                  <div className="w-full bg-gray-200 rounded-full h-2.5">
                    <div
                      className="bg-blue-600 h-2.5 rounded-full"
                      style={{ width: `${selectedTask.progress}%` }}
                    ></div>
                  </div>
                  <p className="text-xs text-muted-foreground">
                    正在处理数据...预计剩余时间: {Math.round((100 - selectedTask.progress) / 10)} 分钟
                  </p>
                </div>
              )}

              {selectedTask.result && (
                <div className="space-y-4">
                  <Separator />

                  <div className="space-y-2">
                    <div className="flex justify-between items-center">
                      <h4 className="text-sm font-medium">分析摘要</h4>
                      <Button
                        variant="ghost"
                        size="sm"
                        onClick={() => handleCopyText(selectedTask.result.summary)}
                        className="h-7"
                      >
                        {copiedText === selectedTask.result.summary ? (
                          <Check className="h-3 w-3 mr-1" />
                        ) : (
                          <Copy className="h-3 w-3 mr-1" />
                        )}
                        复制
                      </Button>
                    </div>
                    <div className="p-3 bg-muted rounded-md text-sm">{selectedTask.result.summary}</div>
                  </div>

                  {selectedTask.result.insights && (
                    <div className="space-y-2">
                      <h4 className="text-sm font-medium">关键洞察</h4>
                      <div className="space-y-1">
                        {selectedTask.result.insights.map((insight: string, index: number) => (
                          <div key={index} className="flex items-start gap-2">
                            <Lightbulb className="h-4 w-4 text-yellow-500 mt-0.5" />
                            <p className="text-sm">{insight}</p>
                          </div>
                        ))}
                      </div>
                    </div>
                  )}

                  {selectedTask.result.recommendations && (
                    <div className="space-y-2">
                      <h4 className="text-sm font-medium">建议</h4>
                      <div className="space-y-1">
                        {selectedTask.result.recommendations.map((recommendation: string, index: number) => (
                          <div key={index} className="flex items-start gap-2">
                            <Zap className="h-4 w-4 text-blue-500 mt-0.5" />
                            <p className="text-sm">{recommendation}</p>
                          </div>
                        ))}
                      </div>
                    </div>
                  )}

                  {selectedTask.result.clusters && (
                    <div className="space-y-2">
                      <h4 className="text-sm font-medium">发现的用户分群</h4>
                      <div className="rounded-md border">
                        <Table>
                          <TableHeader>
                            <TableRow>
                              <TableHead>分群名称</TableHead>
                              <TableHead>用户数</TableHead>
                              <TableHead>特征</TableHead>
                            </TableRow>
                          </TableHeader>
                          <TableBody>
                            {selectedTask.result.clusters.map((cluster: any, index: number) => (
                              <TableRow key={index}>
                                <TableCell className="font-medium">{cluster.name}</TableCell>
                                <TableCell>{cluster.size.toLocaleString()}</TableCell>
                                <TableCell>
                                  <div className="flex flex-wrap gap-1">
                                    {cluster.characteristics.map((char: string, charIndex: number) => (
                                      <Badge key={charIndex} variant="outline">
                                        {char}
                                      </Badge>
                                    ))}
                                  </div>
                                </TableCell>
                              </TableRow>
                            ))}
                          </TableBody>
                        </Table>
                      </div>
                    </div>
                  )}

                  {selectedTask.result.tagCategories && (
                    <div className="space-y-2">
                      <h4 className="text-sm font-medium">生成的标签分类</h4>
                      <div className="rounded-md border">
                        <Table>
                          <TableHeader>
                            <TableRow>
                              <TableHead>分类名称</TableHead>
                              <TableHead>标签数量</TableHead>
                              <TableHead>覆盖率</TableHead>
                              <TableHead>示例标签</TableHead>
                            </TableRow>
                          </TableHeader>
                          <TableBody>
                            {selectedTask.result.tagCategories.map((category: any, index: number) => (
                              <TableRow key={index}>
                                <TableCell className="font-medium">{category.name}</TableCell>
                                <TableCell>{category.count}</TableCell>
                                <TableCell>{category.coverage}</TableCell>
                                <TableCell>
                                  <div className="flex flex-wrap gap-1">
                                    {category.examples.map((example: string, exampleIndex: number) => (
                                      <Badge key={exampleIndex} variant="outline">
                                        {example}
                                      </Badge>
                                    ))}
                                  </div>
                                </TableCell>
                              </TableRow>
                            ))}
                          </TableBody>
                        </Table>
                      </div>
                    </div>
                  )}
                </div>
              )}
            </div>
          )}
          <DialogFooter>
            <Button variant="outline" onClick={() => setSelectedTaskId(null)}>
              关闭
            </Button>
            {selectedTask?.status === "completed" && (
              <Button>
                <Download className="mr-2 h-4 w-4" />
                下载报告
              </Button>
            )}
          </DialogFooter>
        </DialogContent>
      </Dialog>

      {/* 添加模型对话框 */}
      <Dialog open={isAddingModel} onOpenChange={setIsAddingModel}>
        <DialogContent className="sm:max-w-[500px]">
          <DialogHeader>
            <DialogTitle>添加AI模型</DialogTitle>
            <DialogDescription>配置新的AI模型连接</DialogDescription>
          </DialogHeader>
          <div className="grid gap-4 py-4">
            <div className="grid grid-cols-4 items-center gap-4">
              <Label htmlFor="model-name" className="text-right">
                模型名称
              </Label>
              <Input id="model-name" className="col-span-3" placeholder="例如：GPT-4" />
            </div>
            <div className="grid grid-cols-4 items-center gap-4">
              <Label htmlFor="model-provider" className="text-right">
                提供商
              </Label>
              <Input id="model-provider" className="col-span-3" placeholder="例如：OpenAI" />
            </div>
            <div className="grid grid-cols-4 items-center gap-4">
              <Label htmlFor="model-type" className="text-right">
                模型类型
              </Label>
              <Select>
                <SelectTrigger id="model-type" className="col-span-3">
                  <SelectValue placeholder="选择模型类型" />
                </SelectTrigger>
                <SelectContent>
                  <SelectItem value="llm">大语言模型</SelectItem>
                  <SelectItem value="image-gen">图像生成模型</SelectItem>
                  <SelectItem value="custom">专用分析模型</SelectItem>
                </SelectContent>
              </Select>
            </div>
            <div className="grid grid-cols-4 items-center gap-4">
              <Label htmlFor="api-endpoint" className="text-right">
                API端点
              </Label>
              <Input id="api-endpoint" className="col-span-3" placeholder="例如：https://api.openai.com/v1/chat" />
            </div>
            <div className="grid grid-cols-4 items-center gap-4">
              <Label htmlFor="api-key" className="text-right">
                API密钥
              </Label>
              <Input id="api-key" type="password" className="col-span-3" placeholder="输入API密钥" />
            </div>
            <div className="grid grid-cols-4 items-start gap-4">
              <Label htmlFor="capabilities" className="text-right pt-2">
                能力
              </Label>
              <Textarea id="capabilities" className="col-span-3" placeholder="例如：文本生成, 内容分析" rows={3} />
            </div>
            <div className="grid grid-cols-4 items-center gap-4">
              <div className="text-right">
                <Label htmlFor="model-status">启用模型</Label>
              </div>
              <div className="flex items-center space-x-2 col-span-3">
                <Switch id="model-status" defaultChecked />
                <Label htmlFor="model-status">立即启用此模型</Label>
              </div>
            </div>
          </div>
          <DialogFooter>
            <Button variant="outline" onClick={() => setIsAddingModel(false)}>
              取消
            </Button>
            <Button onClick={() => setIsAddingModel(false)}>添加模型</Button>
          </DialogFooter>
        </DialogContent>
      </Dialog>

      {/* 创建分析任务对话框 */}
      <Dialog open={isCreatingTask} onOpenChange={setIsCreatingTask}>
        <DialogContent className="sm:max-w-[600px]">
          <DialogHeader>
            <DialogTitle>创建新的分析任务</DialogTitle>
            <DialogDescription>选择分析类型并配置参数</DialogDescription>
          </DialogHeader>
          <div className="grid gap-4 py-4">
            <div className="grid grid-cols-4 items-center gap-4">
              <Label htmlFor="task-name" className="text-right">
                任务名称
              </Label>
              <Input id="task-name" className="col-span-3" placeholder="例如：高价值用户流失预测" />
            </div>
            <div className="grid grid-cols-4 items-center gap-4">
              <Label htmlFor="task-type" className="text-right">
                分析类型
              </Label>
              <Select>
                <SelectTrigger id="task-type" className="col-span-3">
                  <SelectValue placeholder="选择分析类型" />
                </SelectTrigger>
                <SelectContent>
                  <SelectItem value="behavior-analysis">用户行为分析</SelectItem>
                  <SelectItem value="segment-discovery">用户分群自动发现</SelectItem>
                  <SelectItem value="churn-prediction">用户流失预测</SelectItem>
                  <SelectItem value="strategy-generation">营销策略生成</SelectItem>
                  <SelectItem value="tag-generation">自动标签生成</SelectItem>
                </SelectContent>
              </Select>
            </div>
            <div className="grid grid-cols-4 items-center gap-4">
              <Label htmlFor="task-datasource" className="text-right">
                数据源
              </Label>
              <Select>
                <SelectTrigger id="task-datasource" className="col-span-3">
                  <SelectValue placeholder="选择数据源" />
                </SelectTrigger>
                <SelectContent>
                  <SelectItem value="all">所有数据源</SelectItem>
                  <SelectItem value="user-db">用户数据库</SelectItem>
                  <SelectItem value="transaction">交易系统</SelectItem>
                  <SelectItem value="behavior">行为分析平台</SelectItem>
                  <SelectItem value="user-value">用户价值模型</SelectItem>
                </SelectContent>
              </Select>
            </div>
            <div className="grid grid-cols-4 items-start gap-4">
              <Label htmlFor="task-parameters" className="text-right pt-2">
                分析参数
              </Label>
              <Textarea
                id="task-parameters"
                className="col-span-3"
                placeholder="输入JSON格式的分析参数，例如：{ 'userSegment': '高价值用户', 'timeRange': '近30天' }"
                rows={5}
              />
            </div>
            <div className="grid grid-cols-4 items-center gap-4">
              <div className="text-right">
                <Label htmlFor="schedule-task">定期运行</Label>
              </div>
              <div className="flex items-center space-x-2 col-span-3">
                <Switch id="schedule-task" />
                <Label htmlFor="schedule-task">定期执行此任务</Label>
              </div>
            </div>
          </div>
          <DialogFooter>
            <Button variant="outline" onClick={() => setIsCreatingTask(false)}>
              取消
            </Button>
            <Button onClick={() => setIsCreatingTask(false)}>
              <Play className="mr-2 h-4 w-4" />
              创建任务
            </Button>
          </DialogFooter>
        </DialogContent>
      </Dialog>
    </div>
  )
}