users/components/data-integration/data-correlation-analysis.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 { 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 { Search, Filter, Download, RefreshCw, Play, ArrowRight, Settings } from 'lucide-react'
import {
  Dialog,
  DialogContent,
  DialogDescription,
  DialogFooter,
  DialogHeader,
  DialogTitle,
} from "@/components/ui/dialog"

// 模拟图表组件
const NetworkGraph = ({ data, title }: { data: any; title: string }) => (
  <div className="w-full h-96 bg-muted/30 rounded-md flex items-center justify-center">
    <div className="text-center">
      <p className="text-muted-foreground">{title}</p>
      <p className="text-sm text-muted-foreground">关联网络图将在这里显示</p>
    </div>
  </div>
)

const ScatterPlot = ({ data, title }: { data: any; title: string }) => (
  <div className="w-full h-64 bg-muted/30 rounded-md flex items-center justify-center">
    <div className="text-center">
      <p className="text-muted-foreground">{title}</p>
      <p className="text-sm text-muted-foreground">散点图将在这里显示</p>
    </div>
  </div>
)

const HeatMap = ({ data, title }: { data: any; title: string }) => (
  <div className="w-full h-64 bg-muted/30 rounded-md flex items-center justify-center">
    <div className="text-center">
      <p className="text-muted-foreground">{title}</p>
      <p className="text-sm text-muted-foreground">热力图将在这里显示</p>
    </div>
  </div>
)

interface CorrelationResult {
  id: string
  field1: string
  field2: string
  correlationCoefficient: number
  significance: number
  sampleSize: number
  createdAt: string
  dataSource: string
}

interface UserSegmentCorrelation {
  id: string
  segment1: string
  segment2: string
  overlapPercentage: number
  uniqueUsers1: number
  uniqueUsers2: number
  commonUsers: number
}

export function DataCorrelationAnalysis() {
  const [activeTab, setActiveTab] = useState("field-correlation")
  const [isCreatingAnalysis, setIsCreatingAnalysis] = useState(false)
  const [selectedFields, setSelectedFields] = useState<string[]>([])
  const [selectedDataSources, setSelectedDataSources] = useState<string[]>([])

  // 模拟字段列表
  const fields = [
    { id: "userId", name: "用户ID", type: "string", dataSource: "所有数据源" },
    { id: "phoneNumber", name: "手机号", type: "string", dataSource: "所有数据源" },
    { id: "identityNumber", name: "身份证号", type: "string", dataSource: "所有数据源" },
    { id: "deviceImei", name: "IMEI设备号", type: "string", dataSource: "所有数据源" },
    { id: "registrationDate", name: "注册时间", type: "datetime", dataSource: "用户数据库" },
    { id: "lastActiveTime", name: "最后活跃时间", type: "datetime", dataSource: "行为分析平台" },
    { id: "age", name: "年龄", type: "number", dataSource: "用户数据库" },
    { id: "gender", name: "性别", type: "string", dataSource: "用户数据库" },
    { id: "location", name: "地区", type: "string", dataSource: "用户数据库" },
    { id: "totalSpent", name: "消费总额", type: "number", dataSource: "交易系统" },
    { id: "purchaseFrequency", name: "购买频率", type: "number", dataSource: "交易系统" },
    { id: "averageOrderValue", name: "平均订单金额", type: "number", dataSource: "交易系统" },
    { id: "preferredCategory", name: "偏好类别", type: "string", dataSource: "交易系统" },
    { id: "loginFrequency", name: "登录频率", type: "number", dataSource: "行为分析平台" },
    { id: "timeSpentPerSession", name: "单次会话时长", type: "number", dataSource: "行为分析平台" },
    { id: "clickThroughRate", name: "点击率", type: "number", dataSource: "行为分析平台" },
    { id: "conversionRate", name: "转化率", type: "number", dataSource: "行为分析平台" },
    { id: "rfmScore", name: "RFM评分", type: "number", dataSource: "用户价值模型" },
    { id: "lifetimeValue", name: "生命周期价值", type: "number", dataSource: "用户价值模型" },
    { id: "churnRisk", name: "流失风险", type: "number", dataSource: "用户价值模型" },
  ]

  // 模拟数据源
  const dataSources = [
    { id: "all", name: "所有数据源" },
    { id: "user-db", name: "用户数据库" },
    { id: "transaction", name: "交易系统" },
    { id: "behavior", name: "行为分析平台" },
    { id: "user-value", name: "用户价值模型" },
  ]

  // 模拟用户分群
  const userSegments = [
    { id: "high-value", name: "高价值用户", count: 12500 },
    { id: "new-users", name: "新注册用户", count: 45600 },
    { id: "inactive", name: "非活跃用户", count: 28900 },
    { id: "potential", name: "潜在高转化用户", count: 18700 },
    { id: "loyal", name: "忠诚用户", count: 9800 },
    { id: "risk", name: "流失风险用户", count: 15400 },
  ]

  // 模拟相关性分析结果
  const correlationResults: CorrelationResult[] = [
    {
      id: "corr-1",
      field1: "年龄",
      field2: "消费总额",
      correlationCoefficient: 0.72,
      significance: 0.001,
      sampleSize: 45678,
      createdAt: "2023-07-20 15:30",
      dataSource: "用户数据库 & 交易系统",
    },
    {
      id: "corr-2",
      field1: "登录频率",
      field2: "购买频率",
      correlationCoefficient: 0.85,
      significance: 0.001,
      sampleSize: 38945,
      createdAt: "2023-07-20 15:30",
      dataSource: "行为分析平台 & 交易系统",
    },
    {
      id: "corr-3",
      field1: "单次会话时长",
      field2: "转化率",
      correlationCoefficient: 0.65,
      significance: 0.01,
      sampleSize: 42156,
      createdAt: "2023-07-20 15:30",
      dataSource: "行为分析平台",
    },
    {
      id: "corr-4",
      field1: "地区",
      field2: "偏好类别",
      correlationCoefficient: 0.58,
      significance: 0.05,
      sampleSize: 45678,
      createdAt: "2023-07-20 15:30",
      dataSource: "用户数据库 & 交易系统",
    },
    {
      id: "corr-5",
      field1: "RFM评分",
      field2: "生命周期价值",
      correlationCoefficient: 0.92,
      significance: 0.001,
      sampleSize: 45678,
      createdAt: "2023-07-20 15:30",
      dataSource: "用户价值模型",
    },
  ]

  // 模拟用户分群相关性
  const segmentCorrelations: UserSegmentCorrelation[] = [
    {
      id: "seg-corr-1",
      segment1: "高价值用户",
      segment2: "忠诚用户",
      overlapPercentage: 68.5,
      uniqueUsers1: 12500,
      uniqueUsers2: 9800,
      commonUsers: 6713,
    },
    {
      id: "seg-corr-2",
      segment1: "新注册用户",
      segment2: "潜在高转化用户",
      overlapPercentage: 12.3,
      uniqueUsers1: 45600,
      uniqueUsers2: 18700,
      commonUsers: 5609,
    },
    {
      id: "seg-corr-3",
      segment1: "非活跃用户",
      segment2: "流失风险用户",
      overlapPercentage: 75.2,
      uniqueUsers1: 28900,
      uniqueUsers2: 15400,
      commonUsers: 11581,
    },
    {
      id: "seg-corr-4",
      segment1: "高价值用户",
      segment2: "潜在高转化用户",
      overlapPercentage: 8.7,
      uniqueUsers1: 12500,
      uniqueUsers2: 18700,
      commonUsers: 1088,
    },
    {
      id: "seg-corr-5",
      segment1: "忠诚用户",
      segment2: "流失风险用户",
      overlapPercentage: 2.1,
      uniqueUsers1: 9800,
      uniqueUsers2: 15400,
      commonUsers: 206,
    },
  ]

  const getCorrelationStrength = (coefficient: number) => {
    const absCoefficient = Math.abs(coefficient)
    if (absCoefficient >= 0.8) return "强"
    if (absCoefficient >= 0.5) return "中"
    return "弱"
  }

  const getCorrelationBadge = (coefficient: number) => {
    const absCoefficient = Math.abs(coefficient)
    if (absCoefficient >= 0.8) {
      return <Badge className="bg-green-100 text-green-800">强相关</Badge>
    }
    if (absCoefficient >= 0.5) {
      return <Badge className="bg-yellow-100 text-yellow-800">中等相关</Badge>
    }
    return <Badge className="bg-gray-100 text-gray-800">弱相关</Badge>
  }

  const getSignificanceBadge = (significance: number) => {
    if (significance <= 0.001) {
      return <Badge className="bg-green-100 text-green-800">高度显著 (p≤0.001)</Badge>
    }
    if (significance <= 0.01) {
      return <Badge className="bg-green-100 text-green-800">显著 (p≤0.01)</Badge>
    }
    if (significance <= 0.05) {
      return <Badge className="bg-yellow-100 text-yellow-800">边际显著 (p≤0.05)</Badge>
    }
    return <Badge className="bg-red-100 text-red-800">{'不显著 (p>0.05)'}</Badge>
  }

  const toggleFieldSelection = (fieldId: string) => {
    if (selectedFields.includes(fieldId)) {
      setSelectedFields(selectedFields.filter((id) => id !== fieldId))
    } else {
      setSelectedFields([...selectedFields, fieldId])
    }
  }

  const toggleDataSourceSelection = (sourceId: string) => {
    if (selectedDataSources.includes(sourceId)) {
      setSelectedDataSources(selectedDataSources.filter((id) => id !== sourceId))
    } else {
      setSelectedDataSources([...selectedDataSources, sourceId])
    }
  }

  return (
    <div className="space-y-4">
      <div className="flex justify-between items-center">
        <h2 className="text-2xl font-bold">数据关联分析</h2>
        <div className="flex items-center gap-2">
          <Button variant="outline">
            <Download className="mr-2 h-4 w-4" />
            导出分析结果
          </Button>
          <Button onClick={() => setIsCreatingAnalysis(true)}>
            <Play className="mr-2 h-4 w-4" />
            创建新分析
          </Button>
        </div>
      </div>

      <Tabs value={activeTab} onValueChange={setActiveTab} className="space-y-4">
        <TabsList>
          <TabsTrigger value="field-correlation">字段相关性</TabsTrigger>
          <TabsTrigger value="segment-correlation">分群相关性</TabsTrigger>
          <TabsTrigger value="user-network">用户关联网络</TabsTrigger>
          <TabsTrigger value="path-analysis">用户路径分析</TabsTrigger>
        </TabsList>

        <TabsContent value="field-correlation" className="space-y-4">
          <Card>
            <CardHeader>
              <div className="flex justify-between items-center">
                <CardTitle>字段相关性分析</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="搜索字段..." className="pl-8 w-[200px]" />
                  </div>
                  <Select defaultValue="all">
                    <SelectTrigger className="w-[150px]">
                      <Filter className="mr-2 h-4 w-4" />
                      <SelectValue placeholder="相关性强度" />
                    </SelectTrigger>
                    <SelectContent>
                      <SelectItem value="all">所有强度</SelectItem>
                      <SelectItem value="strong">强相关</SelectItem>
                      <SelectItem value="medium">中等相关</SelectItem>
                      <SelectItem value="weak">弱相关</SelectItem>
                    </SelectContent>
                  </Select>
                </div>
              </div>
            </CardHeader>
            <CardContent>
              <div className="rounded-md border">
                <Table>
                  <TableHeader>
                    <TableRow>
                      <TableHead>字段1</TableHead>
                      <TableHead>字段2</TableHead>
                      <TableHead>相关系数</TableHead>
                      <TableHead>相关强度</TableHead>
                      <TableHead>显著性</TableHead>
                      <TableHead>样本量</TableHead>
                      <TableHead>数据源</TableHead>
                      <TableHead className="text-right">操作</TableHead>
                    </TableRow>
                  </TableHeader>
                  <TableBody>
                    {correlationResults.map((result) => (
                      <TableRow key={result.id}>
                        <TableCell className="font-medium">{result.field1}</TableCell>
                        <TableCell className="font-medium">{result.field2}</TableCell>
                        <TableCell>{result.correlationCoefficient.toFixed(2)}</TableCell>
                        <TableCell>{getCorrelationBadge(result.correlationCoefficient)}</TableCell>
                        <TableCell>{getSignificanceBadge(result.significance)}</TableCell>
                        <TableCell>{result.sampleSize.toLocaleString()}</TableCell>
                        <TableCell>{result.dataSource}</TableCell>
                        <TableCell className="text-right">
                          <Button variant="ghost" size="sm">
                            查看详情
                          </Button>
                        </TableCell>
                      </TableRow>
                    ))}
                  </TableBody>
                </Table>
              </div>
            </CardContent>
          </Card>

          <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
            <Card>
              <CardHeader>
                <CardTitle>相关性热力图</CardTitle>
                <CardDescription>字段间相关性强度可视化</CardDescription>
              </CardHeader>
              <CardContent>
                <HeatMap data={{}} title="字段相关性热力图" />
              </CardContent>
            </Card>
            <Card>
              <CardHeader>
                <CardTitle>散点图分析</CardTitle>
                <CardDescription>选择两个字段查看其相关性散点图</CardDescription>
              </CardHeader>
              <CardContent>
                <div className="space-y-4">
                  <div className="flex gap-4">
                    <div className="flex-1">
                      <Label>X轴字段</Label>
                      <Select defaultValue="age">
                        <SelectTrigger>
                          <SelectValue placeholder="选择字段" />
                        </SelectTrigger>
                        <SelectContent>
                          {fields
                            .filter((field) => field.type === "number")
                            .map((field) => (
                              <SelectItem key={field.id} value={field.id}>
                                {field.name}
                              </SelectItem>
                            ))}
                        </SelectContent>
                      </Select>
                    </div>
                    <div className="flex-1">
                      <Label>Y轴字段</Label>
                      <Select defaultValue="totalSpent">
                        <SelectTrigger>
                          <SelectValue placeholder="选择字段" />
                        </SelectTrigger>
                        <SelectContent>
                          {fields
                            .filter((field) => field.type === "number")
                            .map((field) => (
                              <SelectItem key={field.id} value={field.id}>
                                {field.name}
                              </SelectItem>
                            ))}
                        </SelectContent>
                      </Select>
                    </div>
                  </div>
                  <ScatterPlot data={{}} title="年龄 vs 消费总额" />
                </div>
              </CardContent>
            </Card>
          </div>
        </TabsContent>

        <TabsContent value="segment-correlation" className="space-y-4">
          <Card>
            <CardHeader>
              <div className="flex justify-between items-center">
                <CardTitle>用户分群相关性分析</CardTitle>
                <Button>创建新分析</Button>
              </div>
            </CardHeader>
            <CardContent>
              <div className="rounded-md border">
                <Table>
                  <TableHeader>
                    <TableRow>
                      <TableHead>分群1</TableHead>
                      <TableHead>分群2</TableHead>
                      <TableHead>重叠率</TableHead>
                      <TableHead>分群1用户数</TableHead>
                      <TableHead>分群2用户数</TableHead>
                      <TableHead>共同用户数</TableHead>
                      <TableHead className="text-right">操作</TableHead>
                    </TableRow>
                  </TableHeader>
                  <TableBody>
                    {segmentCorrelations.map((correlation) => (
                      <TableRow key={correlation.id}>
                        <TableCell className="font-medium">{correlation.segment1}</TableCell>
                        <TableCell className="font-medium">{correlation.segment2}</TableCell>
                        <TableCell>
                          <div className="flex items-center gap-2">
                            <span>{correlation.overlapPercentage.toFixed(1)}%</span>
                            {correlation.overlapPercentage > 50 ? (
                              <Badge className="bg-green-100 text-green-800">高重叠</Badge>
                            ) : correlation.overlapPercentage > 20 ? (
                              <Badge className="bg-yellow-100 text-yellow-800">中等重叠</Badge>
                            ) : (
                              <Badge className="bg-gray-100 text-gray-800">低重叠</Badge>
                            )}
                          </div>
                        </TableCell>
                        <TableCell>{correlation.uniqueUsers1.toLocaleString()}</TableCell>
                        <TableCell>{correlation.uniqueUsers2.toLocaleString()}</TableCell>
                        <TableCell>{correlation.commonUsers.toLocaleString()}</TableCell>
                        <TableCell className="text-right">
                          <Button variant="ghost" size="sm">
                            查看详情
                          </Button>
                        </TableCell>
                      </TableRow>
                    ))}
                  </TableBody>
                </Table>
              </div>
            </CardContent>
          </Card>

          <Card>
            <CardHeader>
              <CardTitle>分群重叠分析</CardTitle>
              <CardDescription>选择两个用户分群查看其重叠情况</CardDescription>
            </CardHeader>
            <CardContent>
              <div className="space-y-4">
                <div className="flex gap-4">
                  <div className="flex-1">
                    <Label>分群1</Label>
                    <Select defaultValue="high-value">
                      <SelectTrigger>
                        <SelectValue placeholder="选择分群" />
                      </SelectTrigger>
                      <SelectContent>
                        {userSegments.map((segment) => (
                          <SelectItem key={segment.id} value={segment.id}>
                            {segment.name} ({segment.count.toLocaleString()})
                          </SelectItem>
                        ))}
                      </SelectContent>
                    </Select>
                  </div>
                  <div className="flex-1">
                    <Label>分群2</Label>
                    <Select defaultValue="loyal">
                      <SelectTrigger>
                        <SelectValue placeholder="选择分群" />
                      </SelectTrigger>
                      <SelectContent>
                        {userSegments.map((segment) => (
                          <SelectItem key={segment.id} value={segment.id}>
                            {segment.name} ({segment.count.toLocaleString()})
                          </SelectItem>
                        ))}
                      </SelectContent>
                    </Select>
                  </div>
                </div>

                <div className="p-6 border rounded-md">
                  <div className="flex justify-center items-center">
                    <div className="w-32 h-32 rounded-full bg-blue-100 flex items-center justify-center text-blue-800 font-bold text-lg">
                      高价值用户
                    </div>
                    <div className="w-24 h-24 bg-blue-200 mx-4 flex items-center justify-center text-blue-800 font-bold">
                      重叠
                      <br />
                      68.5%
                    </div>
                    <div className="w-32 h-32 rounded-full bg-green-100 flex items-center justify-center text-green-800 font-bold text-lg">
                      忠诚用户
                    </div>
                  </div>
                  <div className="mt-4 text-center">
                    <p className="text-sm text-muted-foreground">
                      共同用户: 6,713人 | 高价值用户: 12,500人 | 忠诚用户: 9,800人
                    </p>
                  </div>
                </div>
              </div>
            </CardContent>
          </Card>
        </TabsContent>

        <TabsContent value="user-network" className="space-y-4">
          <Card>
            <CardHeader>
              <CardTitle>用户关联网络分析</CardTitle>
              <CardDescription>基于多维度标识符的用户关联网络</CardDescription>
            </CardHeader>
            <CardContent>
              <div className="space-y-4">
                <div className="flex justify-between items-center">
                  <div className="flex gap-2">
                    <Select defaultValue="all">
                      <SelectTrigger className="w-[150px]">
                        <SelectValue placeholder="关联维度" />
                      </SelectTrigger>
                      <SelectContent>
                        <SelectItem value="all">所有维度</SelectItem>
                        <SelectItem value="id">用户ID</SelectItem>
                        <SelectItem value="phone">手机号</SelectItem>
                        <SelectItem value="identity">身份证号</SelectItem>
                        <SelectItem value="imei">IMEI设备号</SelectItem>
                      </SelectContent>
                    </Select>
                    <Select defaultValue="high-value">
                      <SelectTrigger className="w-[150px]">
                        <SelectValue placeholder="用户分群" />
                      </SelectTrigger>
                      <SelectContent>
                        <SelectItem value="all">所有用户</SelectItem>
                        {userSegments.map((segment) => (
                          <SelectItem key={segment.id} value={segment.id}>
                            {segment.name}
                          </SelectItem>
                        ))}
                      </SelectContent>
                    </Select>
                  </div>
                  <div className="flex gap-2">
                    <Button variant="outline" size="sm">
                      <Settings className="mr-2 h-4 w-4" />
                      网络设置
                    </Button>
                    <Button variant="outline" size="sm">
                      <RefreshCw className="mr-2 h-4 w-4" />
                      刷新
                    </Button>
                  </div>
                </div>

                <NetworkGraph data={{}} title="用户关联网络图" />

                <div className="flex justify-between items-center">
                  <div>
                    <h3 className="text-sm font-medium">网络统计</h3>
                    <p className="text-xs text-muted-foreground">节点: 1,245 | 连接: 3,567 | 平均连接度: 2.87</p>
                  </div>
                  <div className="flex gap-2">
                    <Badge className="bg-blue-100 text-blue-800">用户ID</Badge>
                    <Badge className="bg-green-100 text-green-800">手机号</Badge>
                    <Badge className="bg-purple-100 text-purple-800">身份证号</Badge>
                    <Badge className="bg-orange-100 text-orange-800">IMEI设备号</Badge>
                  </div>
                </div>
              </div>
            </CardContent>
          </Card>

          <Card>
            <CardHeader>
              <CardTitle>关联群组分析</CardTitle>
              <CardDescription>自动检测的用户关联群组</CardDescription>
            </CardHeader>
            <CardContent>
              <div className="space-y-4">
                <div className="rounded-md border">
                  <Table>
                    <TableHeader>
                      <TableRow>
                        <TableHead>群组ID</TableHead>
                        <TableHead>用户数</TableHead>
                        <TableHead>关联强度</TableHead>
                        <TableHead>主要关联维度</TableHead>
                        <TableHead>检测时间</TableHead>
                        <TableHead className="text-right">操作</TableHead>
                      </TableRow>
                    </TableHeader>
                    <TableBody>
                      <TableRow>
                        <TableCell className="font-medium">群组-001</TableCell>
                        <TableCell>125</TableCell>
                        <TableCell>
                          <Badge className="bg-green-100 text-green-800">强</Badge>
                        </TableCell>
                        <TableCell>手机号, IMEI设备号</TableCell>
                        <TableCell>2023-07-20 15:30</TableCell>
                        <TableCell className="text-right">
                          <Button variant="ghost" size="sm">
                            查看详情
                          </Button>
                        </TableCell>
                      </TableRow>
                      <TableRow>
                        <TableCell className="font-medium">群组-002</TableCell>
                        <TableCell>87</TableCell>
                        <TableCell>
                          <Badge className="bg-green-100 text-green-800">强</Badge>
                        </TableCell>
                        <TableCell>身份证号, 用户ID</TableCell>
                        <TableCell>2023-07-20 15:30</TableCell>
                        <TableCell className="text-right">
                          <Button variant="ghost" size="sm">
                            查看详情
                          </Button>
                        </TableCell>
                      </TableRow>
                      <TableRow>
                        <TableCell className="font-medium">群组-003</TableCell>
                        <TableCell>215</TableCell>
                        <TableCell>
                          <Badge className="bg-yellow-100 text-yellow-800">中</Badge>
                        </TableCell>
                        <TableCell>手机号, 用户ID</TableCell>
                        <TableCell>2023-07-20 15:30</TableCell>
                        <TableCell className="text-right">
                          <Button variant="ghost" size="sm">
                            查看详情
                          </Button>
                        </TableCell>
                      </TableRow>
                      <TableRow>
                        <TableCell className="font-medium">群组-004</TableCell>
                        <TableCell>56</TableCell>
                        <TableCell>
                          <Badge className="bg-gray-100 text-gray-800">弱</Badge>
                        </TableCell>
                        <TableCell>IMEI设备号</TableCell>
                        <TableCell>2023-07-20 15:30</TableCell>
                        <TableCell className="text-right">
                          <Button variant="ghost" size="sm">
                            查看详情
                          </Button>
                        </TableCell>
                      </TableRow>
                    </TableBody>
                  </Table>
                </div>
              </div>
            </CardContent>
          </Card>
        </TabsContent>

        <TabsContent value="path-analysis" className="space-y-4">
          <Card>
            <CardHeader>
              <CardTitle>用户路径分析</CardTitle>
              <CardDescription>分析用户在不同系统和渠道间的行为路径</CardDescription>
            </CardHeader>
            <CardContent>
              <div className="space-y-4">
                <div className="flex justify-between items-center">
                  <div className="flex gap-2">
                    <Select defaultValue="registration-to-purchase">
                      <SelectTrigger className="w-[200px]">
                        <SelectValue placeholder="选择路径类型" />
                      </SelectTrigger>
                      <SelectContent>
                        <SelectItem value="registration-to-purchase">注册到首次购买</SelectItem>
                        <SelectItem value="browse-to-purchase">浏览到购买</SelectItem>
                        <SelectItem value="multi-purchase">多次购买路径</SelectItem>
                        <SelectItem value="churn-path">用户流失路径</SelectItem>
                      </SelectContent>
                    </Select>
                    <Select defaultValue="all">
                      <SelectTrigger className="w-[150px]">
                        <SelectValue placeholder="用户分群" />
                      </SelectTrigger>
                      <SelectContent>
                        <SelectItem value="all">所有用户</SelectItem>
                        {userSegments.map((segment) => (
                          <SelectItem key={segment.id} value={segment.id}>
                            {segment.name}
                          </SelectItem>
                        ))}
                      </SelectContent>
                    </Select>
                  </div>
                  <Button variant="outline">
                    <RefreshCw className="mr-2 h-4 w-4" />
                    刷新分析
                  </Button>
                </div>

                <div className="p-4 border rounded-md">
                  <div className="flex justify-center items-center">
                    <div className="flex flex-col items-center">
                      <div className="w-32 h-12 bg-blue-100 rounded-md flex items-center justify-center text-blue-800 font-medium">
                        注册
                      </div>
                      <div className="text-xs text-muted-foreground mt-1">100%</div>
                    </div>
                    <div className="flex flex-col items-center mx-2">
                      <ArrowRight className="h-6 w-6 text-muted-foreground" />
                      <div className="text-xs text-muted-foreground">85%</div>
                    </div>
                    <div className="flex flex-col items-center">
                      <div className="w-32 h-12 bg-blue-100 rounded-md flex items-center justify-center text-blue-800 font-medium">
                        浏览产品
                      </div>
                      <div className="text-xs text-muted-foreground mt-1">85%</div>
                    </div>
                    <div className="flex flex-col items-center mx-2">
                      <ArrowRight className="h-6 w-6 text-muted-foreground" />
                      <div className="text-xs text-muted-foreground">65%</div>
                    </div>
                    <div className="flex flex-col items-center">
                      <div className="w-32 h-12 bg-blue-100 rounded-md flex items-center justify-center text-blue-800 font-medium">
                        加入购物车
                      </div>
                      <div className="text-xs text-muted-foreground mt-1">55%</div>
                    </div>
                    <div className="flex flex-col items-center mx-2">
                      <ArrowRight className="h-6 w-6 text-muted-foreground" />
                      <div className="text-xs text-muted-foreground">40%</div>
                    </div>
                    <div className="flex flex-col items-center">
                      <div className="w-32 h-12 bg-green-100 rounded-md flex items-center justify-center text-green-800 font-medium">
                        完成购买
                      </div>
                      <div className="text-xs text-muted-foreground mt-1">22%</div>
                    </div>
                  </div>
                </div>

                <div className="grid grid-cols-2 gap-4">
                  <div>
                    <h3 className="text-sm font-medium mb-2">路径转化率</h3>
                    <div className="space-y-2">
                      <div className="flex justify-between items-center">
                        <span className="text-sm">注册到浏览</span>
                        <span className="text-sm">85%</span>
                      </div>
                      <div className="w-full bg-gray-200 rounded-full h-1.5">
                        <div className="bg-green-600 h-1.5 rounded-full" style={{ width: "85%" }}></div>
                      </div>
                      <div className="flex justify-between items-center">
                        <span className="text-sm">浏览到加购</span>
                        <span className="text-sm">65%</span>
                      </div>
                      <div className="w-full bg-gray-200 rounded-full h-1.5">
                        <div className="bg-green-600 h-1.5 rounded-full" style={{ width: "65%" }}></div>
                      </div>
                      <div className="flex justify-between items-center">
                        <span className="text-sm">加购到购买</span>
                        <span className="text-sm">40%</span>
                      </div>
                      <div className="w-full bg-gray-200 rounded-full h-1.5">
                        <div className="bg-yellow-600 h-1.5 rounded-full" style={{ width: "40%" }}></div>
                      </div>
                      <div className="flex justify-between items-center">
                        <span className="text-sm">总体转化率</span>
                        <span className="text-sm">22%</span>
                      </div>
                      <div className="w-full bg-gray-200 rounded-full h-1.5">
                        <div className="bg-yellow-600 h-1.5 rounded-full" style={{ width: "22%" }}></div>
                      </div>
                    </div>
                  </div>
                  <div>
                    <h3 className="text-sm font-medium mb-2">路径流失点</h3>
                    <div className="space-y-2">
                      <div className="flex justify-between items-center">
                        <span className="text-sm">注册后未浏览</span>
                        <span className="text-sm">15%</span>
                      </div>
                      <div className="w-full bg-gray-200 rounded-full h-1.5">
                        <div className="bg-red-600 h-1.5 rounded-full" style={{ width: "15%" }}></div>
                      </div>
                      <div className="flex justify-between items-center">
                        <span className="text-sm">浏览后未加购</span>
                        <span className="text-sm">35%</span>
                      </div>
                      <div className="w-full bg-gray-200 rounded-full h-1.5">
                        <div className="bg-red-600 h-1.5 rounded-full" style={{ width: "35%" }}></div>
                      </div>
                      <div className="flex justify-between items-center">
                        <span className="text-sm">加购后未购买</span>
                        <span className="text-sm">60%</span>
                      </div>
                      <div className="w-full bg-gray-200 rounded-full h-1.5">
                        <div className="bg-red-600 h-1.5 rounded-full" style={{ width: "60%" }}></div>
                      </div>
                      <div className="flex justify-between items-center">
                        <span className="text-sm">总体流失率</span>
                        <span className="text-sm">78%</span>
                      </div>
                      <div className="w-full bg-gray-200 rounded-full h-1.5">
                        <div className="bg-red-600 h-1.5 rounded-full" style={{ width: "78%" }}></div>
                      </div>
                    </div>
                  </div>
                </div>
              </div>
            </CardContent>
          </Card>
        </TabsContent>
      </Tabs>

      {/* 创建分析对话框 */}
      <Dialog open={isCreatingAnalysis} onOpenChange={setIsCreatingAnalysis}>
        <DialogContent className="sm:max-w-[600px]">
          <DialogHeader>
            <DialogTitle>创建新的相关性分析</DialogTitle>
            <DialogDescription>选择要分析的数据字段和数据源</DialogDescription>
          </DialogHeader>
          <div className="space-y-4 py-4">
            <div className="space-y-2">
              <Label>选择数据源</Label>
              <div className="grid grid-cols-2 gap-2">
                {dataSources.map((source) => (
                  <div key={source.id} className="flex items-center space-x-2">
                    <Checkbox
                      id={`source-${source.id}`}
                      checked={selectedDataSources.includes(source.id)}
                      onCheckedChange={() => toggleDataSourceSelection(source.id)}
                    />
                    <Label htmlFor={`source-${source.id}`}>{source.name}</Label>
                  </div>
                ))}
              </div>
            </div>

            <Separator />

            <div className="space-y-2">
              <Label>选择要分析的字段</Label>
              <div className="relative">
                <Search className="absolute left-2.5 top-2.5 h-4 w-4 text-muted-foreground" />
                <Input type="text" placeholder="搜索字段..." className="pl-8" />
              </div>

              <div className="h-60 overflow-y-auto border rounded-md p-2">
                {fields.map((field) => (
                  <div key={field.id} className="flex items-center space-x-2 py-1">
                    <Checkbox
                      id={`field-${field.id}`}
                      checked={selectedFields.includes(field.id)}
                      onCheckedChange={() => toggleFieldSelection(field.id)}
                    />
                    <Label htmlFor={`field-${field.id}`} className="flex-1">
                      {field.name}
                    </Label>
                    <span className="text-xs text-muted-foreground">{field.type}</span>
                    <Badge variant="outline">{field.dataSource}</Badge>
                  </div>
                ))}
              </div>
            </div>

            <div className="space-y-2">
              <Label>分析设置</Label>
              <div className="grid grid-cols-2 gap-4">
                <div className="space-y-2">
                  <Label htmlFor="correlation-method">相关性方法</Label>
                  <Select defaultValue="pearson">
                    <SelectTrigger id="correlation-method">
                      <SelectValue placeholder="选择方法" />
                    </SelectTrigger>
                    <SelectContent>
                      <SelectItem value="pearson">Pearson相关系数</SelectItem>
                      <SelectItem value="spearman">Spearman等级相关</SelectItem>
                      <SelectItem value="kendall">Kendall's Tau</SelectItem>
                      <SelectItem value="chi-square">卡方检验</SelectItem>
                    </SelectContent>
                  </Select>
                </div>
                <div className="space-y-2">
                  <Label htmlFor="sample-size">样本大小</Label>
                  <Select defaultValue="all">
                    <SelectTrigger id="sample-size">
                      <SelectValue placeholder="选择样本大小" />
                    </SelectTrigger>
                    <SelectContent>
                      <SelectItem value="all">全部数据</SelectItem>
                      <SelectItem value="10000">10,000</SelectItem>
                      <SelectItem value="50000">50,000</SelectItem>
                      <SelectItem value="100000">100,000</SelectItem>
                    </SelectContent>
                  </Select>
                </div>
              </div>
            </div>

            <div className="space-y-2">
              <div className="flex items-center space-x-2">
                <Checkbox id="save-result" defaultChecked />
                <Label htmlFor="save-result">保存分析结果</Label>
              </div>
            </div>
          </div>
          <DialogFooter>
            <Button variant="outline" onClick={() => setIsCreatingAnalysis(false)}>
              取消
            </Button>
            <Button onClick={() => setIsCreatingAnalysis(false)}>
              <Play className="mr-2 h-4 w-4" />
              开始分析
            </Button>
          </DialogFooter>
        </DialogContent>
      </Dialog>
    </div>
  )
}