flat:合并
This commit is contained in:
史典卓
@@ -15,14 +15,14 @@ export default {
|
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// localhost:8000/api/** -> https://preview.pro.ant.design/api/**
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'/api/': {
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||||
// 要代理的地址
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target: 'http://39.98.44.136:8080',
|
||||
target: 'https://qd.zhaopinzao8dian.com/api',
|
||||
// 配置了这个可以从 http 代理到 https
|
||||
// 依赖 origin 的功能可能需要这个，比如 cookie
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||||
changeOrigin: true,
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||||
pathRewrite: { '^/api': '' },
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},
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||||
'/profile/avatar/': {
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||||
target: 'http://39.98.44.136:8080',
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||||
target: 'https://qd.zhaopinzao8dian.com/api',
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changeOrigin: true,
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}
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},
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@@ -116,4 +116,5 @@ export default [
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},
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],
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},
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];
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@@ -54,9 +54,11 @@
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],
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"dependencies": {
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"@amap/amap-jsapi-loader": "^1.0.1",
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"@ant-design/charts": "^2.3.0",
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"@ant-design/icons": "^5.5.0",
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"@ant-design/maps": "^1.0.0",
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"@ant-design/plots": "^2.3.2",
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"@ant-design/pro-components": "^2.7.19",
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"@ant-design/pro-components": "^2.8.7",
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"@ant-design/use-emotion-css": "1.0.4",
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"@testing-library/dom": "^10.4.0",
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"@umijs/route-utils": "^4.0.1",
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@@ -21,6 +21,22 @@ body,
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left: unset;
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}
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.ant-table-row {
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&-level-1 .ant-table-cell:first-child {
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padding-left: 24px !important;
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}
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&-level-2 .ant-table-cell:first-child {
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padding-left: 48px !important;
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}
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// 可根据需要添加更多层级
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}
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.ant-table-row-level-2 .ant-table-row-expand-icon {
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display: none;
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}
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canvas {
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display: block;
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}
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@@ -54,3 +70,4 @@ ol {
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}
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}
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}
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215
src/pages/Analysis/Industrytrend/components/chartcards.tsx
Normal file
215
src/pages/Analysis/Industrytrend/components/chartcards.tsx
Normal file
@@ -0,0 +1,215 @@
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import React from 'react';
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import { Card, Select, Spin, Empty, Row, Col } from 'antd';
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import { Line, Bar, Pie, Heatmap } from '@ant-design/charts';
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export const IndustryTrendCard = ({
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loading,
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currentIndustryData,
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config,
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availableIndustries,
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selectedIndustry,
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onIndustryChange,
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}) => (
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<Card
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title="行业趋势分析"
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style={{ marginBottom: 16 }}
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bodyStyle={{ padding: '12px', height: 250 }}
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extra={
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<Select
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value={selectedIndustry}
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onChange={onIndustryChange}
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style={{ width: 180 }}
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loading={loading}
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placeholder="选择行业"
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disabled={availableIndustries.length === 0}
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>
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{availableIndustries.map((industry: any) => (
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<Option key={industry} value={industry}>
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{industry}
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</Option>
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))}
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</Select>
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}
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>
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<Spin spinning={loading}>
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{currentIndustryData.length > 0 ? (
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<Line {...config} />
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) : (
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<Empty
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image={Empty.PRESENTED_IMAGE_SIMPLE}
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description={
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loading
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? '数据加载中...'
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: selectedIndustry
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? '当前时间段无数据'
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: '请先选择行业'
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}
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/>
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)}
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</Spin>
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</Card>
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);
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export const AreaAnalysisCard = ({ loading, areaData, config }) => (
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<Card
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title="区域分析"
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style={{ marginBottom: 16 }}
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bodyStyle={{
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padding: 12,
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height: 250,
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position: 'relative',
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}}
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>
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{loading ? (
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<Spin tip="数据加载中..." size="large" />
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) : areaData.length > 0 ? (
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<div style={{ height: '100%', width: '100%', minHeight: 300 }}>
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<Heatmap {...config} />
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</div>
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) : (
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<Empty description="暂无区域数据" />
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)}
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</Card>
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);
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export const SalaryTrendCard = ({
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loading,
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currentSalaryData,
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config,
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availableSalaryRanges,
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selectedSalaryRange,
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onSalaryRangeChange,
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}) => (
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<Card
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title="薪资区间趋势分析"
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style={{ marginBottom: 16 }}
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bodyStyle={{ padding: '12px', height: 250 }}
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extra={
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<Select
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value={selectedSalaryRange}
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onChange={onSalaryRangeChange}
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style={{ width: 180 }}
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loading={loading}
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placeholder="选择薪资区间"
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disabled={availableSalaryRanges.length === 0}
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>
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{availableSalaryRanges.map((range) => (
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<Option key={range} value={range}>
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{range}
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</Option>
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))}
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</Select>
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}
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>
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<Spin spinning={loading}>
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{currentSalaryData.length > 0 ? (
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<Line {...config} />
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) : (
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<Empty
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image={Empty.PRESENTED_IMAGE_SIMPLE}
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description={
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loading
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? '数据加载中...'
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: selectedSalaryRange
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? '当前时间段无数据'
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: '请先选择薪资区间'
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}
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/>
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)}
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</Spin>
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</Card>
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);
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export const WorkYearCard = ({
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loading,
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workYearData,
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config,
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availableWorkYearRanges,
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selectedWorkYearRange,
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onWorkYearRangeChange,
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}) => (
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<Card
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title="工作经验要求分布"
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style={{ marginBottom: 16 }}
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bodyStyle={{
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padding: '12px',
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height: 250,
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display: 'flex',
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justifyContent: 'center',
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alignItems: 'center',
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overflow: 'hidden',
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}}
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extra={
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<Select
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value={selectedWorkYearRange}
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onChange={onWorkYearRangeChange}
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style={{ width: 180 }}
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loading={loading}
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placeholder="选择经验要求"
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disabled={availableWorkYearRanges.length === 0}
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>
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{availableWorkYearRanges.map((range: any) => (
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<Option key={range} value={range}>
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{range}
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</Option>
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))}
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</Select>
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}
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>
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<Spin spinning={loading}>
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{workYearData && workYearData.length > 0 ? (
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<div style={{ width: '100%', height: '100%', padding: 8 }}>
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<Pie {...config} />
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</div>
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) : (
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<Empty
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image={Empty.PRESENTED_IMAGE_SIMPLE}
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description={loading ? '数据加载中...' : '暂无工作经验数据'}
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/>
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)}
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</Spin>
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</Card>
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);
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export const EducationCard = ({
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loading,
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educationData,
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config,
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availableEducationLevels,
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selectedEducationLevel,
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onEducationLevelChange,
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}) => (
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<Card
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title="学历要求分布"
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style={{ marginBottom: 16 }}
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bodyStyle={{ padding: '12px', height: 250 }}
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extra={
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<Select
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value={selectedEducationLevel}
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onChange={onEducationLevelChange}
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style={{ width: 180 }}
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loading={loading}
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placeholder="选择学历要求"
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disabled={availableEducationLevels.length === 0}
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>
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<Option value="">全部学历</Option>
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{availableEducationLevels.map((level) => (
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<Option key={level} value={level}>
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{level}
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</Option>
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))}
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</Select>
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}
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>
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<Spin spinning={loading}>
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{educationData.length > 0 ? (
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<Bar {...config} />
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) : (
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<Empty
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image={Empty.PRESENTED_IMAGE_SIMPLE}
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description={loading ? '数据加载中...' : '暂无学历数据'}
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/>
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)}
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</Spin>
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</Card>
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);
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456
src/pages/Analysis/Industrytrend/components/chartconfigs.tsx
Normal file
456
src/pages/Analysis/Industrytrend/components/chartconfigs.tsx
Normal file
@@ -0,0 +1,456 @@
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import { ChartConfig } from '@/types/analysis/industry';
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import dayjs from 'dayjs';
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import { formatDateForDisplay } from '../utils';
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export const getHeatmapConfig = (areaData: any[], timeDimension: string) => {
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const sortedData = [...areaData].sort((a, b) => {
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if (timeDimension === '年') {
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return parseInt(a.time) - parseInt(b.time);
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} else if (timeDimension === '季度') {
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const [yearA, quarterA] = a.time.split('-Q');
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const [yearB, quarterB] = b.time.split('-Q');
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return yearA === yearB
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? parseInt(quarterA) - parseInt(quarterB)
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: parseInt(yearA) - parseInt(yearB);
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} else {
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return dayjs(a.time).valueOf() - dayjs(b.time).valueOf();
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}
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});
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return {
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data: sortedData,
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height: 240,
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autoFit: true,
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xField: 'name',
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yField: 'time',
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colorField: 'value',
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shapeField: 'square',
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sizeField: 'value',
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xAxis: {
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title: {
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text: '区域',
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style: { fontSize: 12 },
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},
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label: {
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style: {
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fontSize: 10,
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fill: '#666',
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},
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formatter: (text: string) => {
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return text.length > 4 ? `${text.substring(0, 3)}...` : text;
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||||
},
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},
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},
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yAxis: {
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||||
title: {
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||||
text: '时间',
|
||||
style: { fontSize: 12 },
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||||
},
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label: {
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formatter: (text: string) => {
|
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if (timeDimension === '年') return `${text}年`;
|
||||
if (timeDimension === '季度') return text.replace('-Q', '年Q');
|
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return text.replace('-', '年').replace('-', '月');
|
||||
},
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||||
style: {
|
||||
fontSize: 10,
|
||||
fill: '#666',
|
||||
},
|
||||
},
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||||
},
|
||||
label: {
|
||||
text: (d: { value: number }) => d.value.toString(),
|
||||
position: 'inside',
|
||||
style: {
|
||||
fill: '#fff',
|
||||
pointerEvents: 'none',
|
||||
},
|
||||
},
|
||||
scale: {
|
||||
size: { range: [14, 14] },
|
||||
color: { range: ['#dddddd', '#9ec8e0', '#5fa4cd', '#2e7ab6', '#114d90'] },
|
||||
},
|
||||
tooltip: {
|
||||
title: (d: { name: any; time: any }) => `${d.name} - ${d.time}`,
|
||||
field: 'value',
|
||||
valueFormatter: (v: number) => v.toString(),
|
||||
domStyles: {
|
||||
'g2-tooltip': {
|
||||
padding: '8px 12px',
|
||||
borderRadius: '4px',
|
||||
},
|
||||
},
|
||||
},
|
||||
interactions: [{ type: 'element-active' }],
|
||||
responsive: true,
|
||||
};
|
||||
};
|
||||
|
||||
export const getIndustryChartConfig = (currentIndustryData: any[], type: string): ChartConfig => ({
|
||||
data: currentIndustryData,
|
||||
height: 200,
|
||||
xField: 'date',
|
||||
yField: 'value',
|
||||
seriesField: 'category',
|
||||
xAxis: {
|
||||
type: 'cat',
|
||||
label: {
|
||||
formatter: (text: string) => text,
|
||||
},
|
||||
},
|
||||
yAxis: {
|
||||
label: {
|
||||
formatter: (val: string) => `${val}${type === '招聘增长率' ? '%' : ''}`,
|
||||
},
|
||||
},
|
||||
point: {
|
||||
size: 4,
|
||||
shape: 'circle',
|
||||
},
|
||||
animation: {
|
||||
appear: {
|
||||
animation: 'path-in',
|
||||
duration: 1000,
|
||||
},
|
||||
},
|
||||
smooth: true,
|
||||
interactions: [
|
||||
{
|
||||
type: 'tooltip',
|
||||
cfg: {
|
||||
render: (e, { title, items }) => {
|
||||
const list = items.filter((item) => item.value);
|
||||
return (
|
||||
<div key={title} style={{ padding: '8px 12px' }}>
|
||||
<h4 style={{ marginBottom: 8 }}>{title}</h4>
|
||||
{list.map((item, index) => {
|
||||
const { name, value, color } = item;
|
||||
return (
|
||||
<div
|
||||
key={index}
|
||||
style={{ margin: '4px 0', display: 'flex', justifyContent: 'space-between' }}
|
||||
>
|
||||
<div style={{ display: 'flex', alignItems: 'center' }}>
|
||||
<span
|
||||
style={{
|
||||
display: 'inline-block',
|
||||
width: 8,
|
||||
height: 8,
|
||||
borderRadius: '50%',
|
||||
backgroundColor: color,
|
||||
marginRight: 8,
|
||||
}}
|
||||
></span>
|
||||
<span>{name}</span>
|
||||
</div>
|
||||
<b>
|
||||
{value}
|
||||
{type === '招聘增长率' ? '%' : ''}
|
||||
</b>
|
||||
</div>
|
||||
);
|
||||
})}
|
||||
</div>
|
||||
);
|
||||
},
|
||||
},
|
||||
},
|
||||
],
|
||||
legend: false,
|
||||
tooltip: {
|
||||
showTitle: undefined,
|
||||
title: undefined,
|
||||
customContent: undefined,
|
||||
},
|
||||
});
|
||||
|
||||
export const getSalaryChartConfig = (currentSalaryData: any[]): ChartConfig => ({
|
||||
data: currentSalaryData,
|
||||
height: 240,
|
||||
xField: 'date',
|
||||
yField: 'value',
|
||||
seriesField: 'category',
|
||||
xAxis: {
|
||||
type: 'cat',
|
||||
label: {
|
||||
formatter: (text: string) => text,
|
||||
},
|
||||
},
|
||||
yAxis: {
|
||||
label: {
|
||||
formatter: (val: string) => `${val}`,
|
||||
},
|
||||
},
|
||||
point: {
|
||||
size: 4,
|
||||
shape: 'circle',
|
||||
},
|
||||
animation: {
|
||||
appear: {
|
||||
animation: 'path-in',
|
||||
duration: 1000,
|
||||
},
|
||||
},
|
||||
smooth: true,
|
||||
interactions: [
|
||||
{
|
||||
type: 'tooltip',
|
||||
cfg: {
|
||||
render: (e, { title, items }) => {
|
||||
const list = items.filter((item) => item.value);
|
||||
return (
|
||||
<div key={title} style={{ padding: '8px 12px' }}>
|
||||
<h4 style={{ marginBottom: 8 }}>{title}</h4>
|
||||
{list.map((item, index) => {
|
||||
const { name, value, color } = item;
|
||||
return (
|
||||
<div
|
||||
key={index}
|
||||
style={{ margin: '4px 0', display: 'flex', justifyContent: 'space-between' }}
|
||||
>
|
||||
<div style={{ display: 'flex', alignItems: 'center' }}>
|
||||
<span
|
||||
style={{
|
||||
display: 'inline-block',
|
||||
width: 8,
|
||||
height: 8,
|
||||
borderRadius: '50%',
|
||||
backgroundColor: color,
|
||||
marginRight: 8,
|
||||
}}
|
||||
></span>
|
||||
<span>{name}</span>
|
||||
</div>
|
||||
<b>{value}</b>
|
||||
</div>
|
||||
);
|
||||
})}
|
||||
</div>
|
||||
);
|
||||
},
|
||||
},
|
||||
},
|
||||
],
|
||||
legend: false,
|
||||
tooltip: {
|
||||
showTitle: undefined,
|
||||
title: undefined,
|
||||
customContent: undefined,
|
||||
},
|
||||
});
|
||||
|
||||
export const getWorkYearPieConfig = (workYearData: any[], selectedWorkYearRange: string) => {
|
||||
const filteredData = workYearData
|
||||
.filter((item) => item.category === selectedWorkYearRange)
|
||||
.map((item) => ({
|
||||
...item,
|
||||
date: formatDateForDisplay(item.date, '月'),
|
||||
value: item.value || 0,
|
||||
type: `${formatDateForDisplay(item.date, '月')} ${item.category}`,
|
||||
}));
|
||||
|
||||
return {
|
||||
data: filteredData,
|
||||
angleField: 'value',
|
||||
colorField: 'type',
|
||||
radius: 0.2,
|
||||
innerRadius: 0.5,
|
||||
label: {
|
||||
text: (d: { type: any; value: any }) => `${d.type}\n ${d.value}`,
|
||||
position: 'spider',
|
||||
},
|
||||
legend: false,
|
||||
tooltip: {
|
||||
showTitle: true,
|
||||
title: '工作经验分布',
|
||||
fields: ['type', 'value'],
|
||||
formatter: (datum: { type: any; value: any }) => ({
|
||||
name: datum.type,
|
||||
value: datum.value,
|
||||
}),
|
||||
},
|
||||
interactions: [{ type: 'element-active' }],
|
||||
padding: 'auto',
|
||||
autoFit: true,
|
||||
};
|
||||
};
|
||||
|
||||
export const getEducationBarConfig = (educationData: any[], selectedEducationLevel: string) => {
|
||||
const educationLevelOrder = [
|
||||
'不限',
|
||||
'初中及以下',
|
||||
'中专/中技',
|
||||
'高中',
|
||||
'大专',
|
||||
'本科',
|
||||
'硕士',
|
||||
'博士',
|
||||
'MBA/EMBA',
|
||||
'留学-学士',
|
||||
'留学-硕士',
|
||||
'留学-博士',
|
||||
];
|
||||
|
||||
const educationColorMap: Record<string, string> = {
|
||||
不限: '#8884d8',
|
||||
初中及以下: '#82ca9d',
|
||||
'中专/中技': '#ffc658',
|
||||
高中: '#ff8042',
|
||||
大专: '#0088FE',
|
||||
本科: '#00C49F',
|
||||
硕士: '#FFBB28',
|
||||
博士: '#FF8042',
|
||||
'MBA/EMBA': '#8884d8',
|
||||
'留学-学士': '#82ca9d',
|
||||
'留学-硕士': '#ffc658',
|
||||
'留学-博士': '#ff8042',
|
||||
};
|
||||
|
||||
const cleanEducationData = educationData
|
||||
.filter((item) => item && item.category && item.date && !isNaN(item.value))
|
||||
.map((item) => ({
|
||||
...item,
|
||||
date: formatDateForDisplay(item.date, '月'),
|
||||
category: item.category || '不限',
|
||||
value: Number(item.value) || 0,
|
||||
}));
|
||||
|
||||
if (!selectedEducationLevel) {
|
||||
const educationSummary: Record<string, number> = {};
|
||||
|
||||
cleanEducationData.forEach((item) => {
|
||||
if (!educationSummary[item.category]) {
|
||||
educationSummary[item.category] = 0;
|
||||
}
|
||||
educationSummary[item.category] += item.value;
|
||||
});
|
||||
|
||||
const barData = Object.entries(educationSummary)
|
||||
.filter(([_, value]) => value > 0)
|
||||
.map(([name, value]) => ({
|
||||
name,
|
||||
value,
|
||||
color: educationColorMap[name] || '#999',
|
||||
}))
|
||||
.sort((a, b) => educationLevelOrder.indexOf(a.name) - educationLevelOrder.indexOf(b.name));
|
||||
|
||||
return {
|
||||
data: barData,
|
||||
height: 200,
|
||||
xField: 'value',
|
||||
yField: 'name',
|
||||
seriesField: 'name',
|
||||
color: ({ name }: { name: string }) => educationColorMap[name] || '#999',
|
||||
meta: {
|
||||
name: { alias: '学历要求' },
|
||||
value: { alias: '岗位数量' },
|
||||
},
|
||||
xAxis: {
|
||||
label: {
|
||||
formatter: (val: string) => `${val}`,
|
||||
},
|
||||
grid: {
|
||||
line: {
|
||||
style: {
|
||||
stroke: '#f0f0f0',
|
||||
lineDash: [4, 4],
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
yAxis: {
|
||||
label: {
|
||||
formatter: (text: string) => text,
|
||||
},
|
||||
},
|
||||
barStyle: {
|
||||
radius: [2, 2, 0, 0],
|
||||
},
|
||||
tooltip: {
|
||||
showTitle: true,
|
||||
title: '学历要求分布',
|
||||
fields: ['name', 'value'],
|
||||
formatter: (datum: { name: any; value: any }) => ({
|
||||
name: datum.name,
|
||||
value: datum.value,
|
||||
}),
|
||||
domStyles: {
|
||||
'g2-tooltip': {
|
||||
background: 'rgba(255, 255, 255, 0.9)',
|
||||
boxShadow: '0 2px 8px rgba(0, 0, 0, 0.15)',
|
||||
borderRadius: '4px',
|
||||
},
|
||||
},
|
||||
},
|
||||
interactions: [{ type: 'element-active' }],
|
||||
legend: false,
|
||||
animation: {
|
||||
appear: {
|
||||
animation: 'scale-in-y',
|
||||
duration: 1000,
|
||||
},
|
||||
},
|
||||
};
|
||||
}
|
||||
|
||||
const timeData = cleanEducationData
|
||||
.filter((item) => item.category === selectedEducationLevel)
|
||||
.sort((a, b) => {
|
||||
const dateA = dayjs(a.date, 'YYYY年MM月').valueOf();
|
||||
const dateB = dayjs(b.date, 'YYYY年MM月').valueOf();
|
||||
return dateA - dateB;
|
||||
});
|
||||
|
||||
return {
|
||||
data: timeData,
|
||||
height: 200,
|
||||
xField: 'date',
|
||||
yField: 'value',
|
||||
seriesField: 'category',
|
||||
color: educationColorMap[selectedEducationLevel] || '#999',
|
||||
meta: {
|
||||
date: {
|
||||
alias: '时间',
|
||||
type: 'cat',
|
||||
values: timeData
|
||||
.map((item) => item.date)
|
||||
.sort((a, b) => {
|
||||
const dateA = dayjs(a, 'YYYY年MM月').valueOf();
|
||||
const dateB = dayjs(b, 'YYYY年MM月').valueOf();
|
||||
return dateA - dateB;
|
||||
}),
|
||||
},
|
||||
value: { alias: '岗位数量' },
|
||||
},
|
||||
barStyle: {
|
||||
radius: [2, 2, 0, 0],
|
||||
},
|
||||
tooltip: {
|
||||
showTitle: true,
|
||||
title: `${selectedEducationLevel}趋势`,
|
||||
fields: ['date', 'value'],
|
||||
formatter: (datum: { date: any; value: any }) => ({ name: datum.date, value: datum.value }),
|
||||
domStyles: {
|
||||
'g2-tooltip': {
|
||||
background: 'rgba(255, 255, 255, 0.9)',
|
||||
boxShadow: '0 2px 8px rgba(0, 0, 0, 0.15)',
|
||||
borderRadius: '4px',
|
||||
},
|
||||
},
|
||||
},
|
||||
interactions: [{ type: 'element-active' }],
|
||||
legend: false,
|
||||
animation: {
|
||||
appear: {
|
||||
animation: 'scale-in-y',
|
||||
duration: 1000,
|
||||
},
|
||||
},
|
||||
xAxis: {
|
||||
type: 'cat',
|
||||
label: {
|
||||
formatter: (text: string) => text,
|
||||
},
|
||||
},
|
||||
};
|
||||
};
|
||||
570
src/pages/Analysis/Industrytrend/index.tsx
Normal file
570
src/pages/Analysis/Industrytrend/index.tsx
Normal file
@@ -0,0 +1,570 @@
|
||||
import React, { useEffect, useState, useMemo, useRef } from 'react';
|
||||
import { Card, Select, Button, Space, Spin, Empty, Row, Col, message, DatePicker } from 'antd';
|
||||
import { Line, Bar, Pie, Heatmap } from '@ant-design/charts';
|
||||
import {
|
||||
getIndustryTrend,
|
||||
getIndustryAreaTrend,
|
||||
getSalaryTrend,
|
||||
getWorkYearTrend,
|
||||
getEducationTrend,
|
||||
} from '@/services/analysis/industry';
|
||||
import dayjs from 'dayjs';
|
||||
import { useRequest } from '@umijs/max';
|
||||
import {
|
||||
TimeDimension,
|
||||
AnalysisType,
|
||||
IndustryTrendState,
|
||||
IndustryDataItem,
|
||||
ChartConfig,
|
||||
} from '@/types/analysis/industry';
|
||||
import {
|
||||
formatQuarter,
|
||||
formatDateForDisplay,
|
||||
convertApiData,
|
||||
convertSalaryData,
|
||||
convertWorkYearData,
|
||||
convertEducationData,
|
||||
} from './utils';
|
||||
import {
|
||||
getHeatmapConfig,
|
||||
getIndustryChartConfig,
|
||||
getSalaryChartConfig,
|
||||
getWorkYearPieConfig,
|
||||
getEducationBarConfig,
|
||||
} from './components/chartconfigs';
|
||||
import {
|
||||
IndustryTrendCard,
|
||||
AreaAnalysisCard,
|
||||
SalaryTrendCard,
|
||||
WorkYearCard,
|
||||
EducationCard,
|
||||
} from './components/chartcards';
|
||||
|
||||
const { Option } = Select;
|
||||
const { RangePicker } = DatePicker;
|
||||
|
||||
const flattenAreaData = (apiResponse: any) => {
|
||||
if (!apiResponse || typeof apiResponse !== 'object') {
|
||||
return [];
|
||||
}
|
||||
|
||||
const flattenedData: { name: any; time: any; value: number }[] = [];
|
||||
|
||||
for (const month in apiResponse) {
|
||||
if (apiResponse.hasOwnProperty(month)) {
|
||||
const areas = apiResponse[month];
|
||||
|
||||
areas.forEach((area: { name: any; time: any; data: string }) => {
|
||||
flattenedData.push({
|
||||
name: area.name,
|
||||
time: area.time,
|
||||
value: parseInt(area.data) || 0,
|
||||
});
|
||||
});
|
||||
}
|
||||
}
|
||||
|
||||
return flattenedData;
|
||||
};
|
||||
|
||||
const IndustryTrendPage: React.FC = () => {
|
||||
const [params, setParams] = useState<IndustryTrendState>({
|
||||
timeDimension: '月',
|
||||
type: '岗位发布数量',
|
||||
startTime: dayjs().subtract(5, 'month').format('YYYY-MM'),
|
||||
endTime: dayjs().format('YYYY-MM'),
|
||||
selectedIndustry: '',
|
||||
selectedSalaryRange: '',
|
||||
selectedWorkYearRange: '',
|
||||
});
|
||||
|
||||
const [allData, setAllData] = useState<IndustryDataItem[]>([]);
|
||||
const [areaData, setAreaData] = useState<any[]>([]);
|
||||
const [salaryData, setSalaryData] = useState<any[]>([]);
|
||||
const [availableIndustries, setAvailableIndustries] = useState<string[]>([]);
|
||||
const [availableSalaryRanges, setAvailableSalaryRanges] = useState<string[]>([]);
|
||||
const heatmapRef = useRef(null);
|
||||
const containerRef = useRef<HTMLDivElement>(null);
|
||||
const [workYearData, setWorkYearData] = useState<any[]>([]);
|
||||
const [availableWorkYearRanges, setAvailableWorkYearRanges] = useState<string[]>([]);
|
||||
const [educationData, setEducationData] = useState<any[]>([]);
|
||||
const [availableEducationLevels, setAvailableEducationLevels] = useState<string[]>([]);
|
||||
const [selectedEducationLevel, setSelectedEducationLevel] = useState<string>('');
|
||||
|
||||
// 获取行业趋势数据
|
||||
const { loading: industryLoading, run: fetchIndustryData } = useRequest(
|
||||
async () => {
|
||||
let { startTime, endTime, timeDimension, type } = params;
|
||||
|
||||
if (timeDimension === '季度') {
|
||||
startTime = formatQuarter(startTime);
|
||||
endTime = formatQuarter(endTime);
|
||||
}
|
||||
|
||||
return await getIndustryTrend({
|
||||
timeDimension,
|
||||
type,
|
||||
startTime,
|
||||
endTime,
|
||||
});
|
||||
},
|
||||
{
|
||||
manual: true,
|
||||
onSuccess: (data) => {
|
||||
const formattedData = convertApiData(data);
|
||||
setAllData(formattedData);
|
||||
|
||||
const industries = Array.from(new Set(formattedData.map((item: any) => item.category)))
|
||||
.filter(Boolean)
|
||||
.sort();
|
||||
|
||||
setAvailableIndustries(industries);
|
||||
|
||||
if (industries.length > 0 && !industries.includes(params.selectedIndustry)) {
|
||||
setParams((p) => ({ ...p, selectedIndustry: industries[0] }));
|
||||
}
|
||||
},
|
||||
onError: (error) => {
|
||||
message.error('行业数据加载失败');
|
||||
},
|
||||
},
|
||||
);
|
||||
|
||||
// 获取地区趋势数据
|
||||
const { loading: areaLoading, run: fetchAreaData } = useRequest(
|
||||
async () => {
|
||||
let { startTime, endTime, timeDimension, type } = params;
|
||||
|
||||
if (timeDimension === '季度') {
|
||||
startTime = formatQuarter(startTime);
|
||||
endTime = formatQuarter(endTime);
|
||||
}
|
||||
|
||||
return await getIndustryAreaTrend({
|
||||
timeDimension,
|
||||
type,
|
||||
startTime,
|
||||
endTime,
|
||||
});
|
||||
},
|
||||
{
|
||||
manual: true,
|
||||
onSuccess: (res) => {
|
||||
const formattedData = flattenAreaData(res);
|
||||
setAreaData(formattedData);
|
||||
},
|
||||
onError: (error) => {
|
||||
message.error('地区数据加载失败');
|
||||
},
|
||||
},
|
||||
);
|
||||
|
||||
// 获取薪资趋势数据
|
||||
const { loading: salaryLoading, run: fetchSalaryData } = useRequest(
|
||||
async () => {
|
||||
const now = dayjs();
|
||||
let startTime = now.subtract(1, 'year').format('YYYY-MM');
|
||||
let endTime = now.format('YYYY-MM');
|
||||
const timeDimension = '月';
|
||||
|
||||
return await getSalaryTrend({
|
||||
timeDimension,
|
||||
type: '岗位发布数量',
|
||||
startTime,
|
||||
endTime,
|
||||
});
|
||||
},
|
||||
{
|
||||
manual: true,
|
||||
onSuccess: (data) => {
|
||||
const formattedData = convertSalaryData(data);
|
||||
setSalaryData(formattedData);
|
||||
|
||||
const ranges = Array.from(new Set(formattedData.map((item: any) => item.category)))
|
||||
.filter(Boolean)
|
||||
.sort((a, b) => {
|
||||
const extractNumber = (str: string) => parseInt(str.replace(/[^0-9]/g, '') || 0);
|
||||
return extractNumber(a) - extractNumber(b);
|
||||
});
|
||||
|
||||
setAvailableSalaryRanges(ranges);
|
||||
|
||||
if (ranges.length > 0 && !ranges.includes(params.selectedSalaryRange)) {
|
||||
setParams((p) => ({ ...p, selectedSalaryRange: ranges[0] }));
|
||||
}
|
||||
},
|
||||
onError: (error) => {
|
||||
message.error('薪资数据加载失败');
|
||||
},
|
||||
},
|
||||
);
|
||||
|
||||
// 获取工作年限数据
|
||||
const { loading: workYearLoading, run: fetchWorkYearData } = useRequest(
|
||||
async () => {
|
||||
const now = dayjs();
|
||||
let startTime = now.subtract(1, 'year').format('YYYY-MM');
|
||||
let endTime = now.format('YYYY-MM');
|
||||
const timeDimension = '月';
|
||||
|
||||
return await getWorkYearTrend({
|
||||
timeDimension,
|
||||
type: '岗位发布数量',
|
||||
startTime,
|
||||
endTime,
|
||||
});
|
||||
},
|
||||
{
|
||||
manual: true,
|
||||
onSuccess: (data) => {
|
||||
const formattedData = convertWorkYearData(data);
|
||||
setWorkYearData(formattedData);
|
||||
|
||||
const ranges = Array.from(new Set(formattedData.map((item: any) => item.category)))
|
||||
.filter(Boolean)
|
||||
.sort((a, b) => {
|
||||
const order = ['应届', '1-3年', '3-5年', '5年以上'];
|
||||
return order.indexOf(a) - order.indexOf(b);
|
||||
});
|
||||
|
||||
setAvailableWorkYearRanges(ranges);
|
||||
if (ranges.length > 0 && !ranges.includes(params.selectedWorkYearRange)) {
|
||||
setParams((p) => ({ ...p, selectedWorkYearRange: ranges[0] }));
|
||||
}
|
||||
},
|
||||
onError: (error) => {
|
||||
message.error('工作经验数据加载失败');
|
||||
},
|
||||
},
|
||||
);
|
||||
|
||||
// 获取学历数据
|
||||
const { loading: educationLoading, run: fetchEducationData } = useRequest(
|
||||
async () => {
|
||||
const now = dayjs();
|
||||
let startTime = now.subtract(1, 'year').format('YYYY-MM');
|
||||
let endTime = now.format('YYYY-MM');
|
||||
const timeDimension = '月';
|
||||
|
||||
return await getEducationTrend({
|
||||
timeDimension,
|
||||
type: '岗位发布数量',
|
||||
startTime,
|
||||
endTime,
|
||||
});
|
||||
},
|
||||
{
|
||||
manual: true,
|
||||
onSuccess: (data) => {
|
||||
const formattedData = convertEducationData(data);
|
||||
setEducationData(formattedData);
|
||||
|
||||
const levels = Array.from(new Set(formattedData.map((item: any) => item.category)))
|
||||
.filter(Boolean)
|
||||
.sort((a, b) => {
|
||||
const order = ['不限', '初中及以下', '中专/中技', '大专', '本科', '硕士', '博士'];
|
||||
return order.indexOf(a) - order.indexOf(b);
|
||||
});
|
||||
|
||||
setAvailableEducationLevels(levels);
|
||||
if (levels.length > 0 && !levels.includes(selectedEducationLevel)) {
|
||||
setSelectedEducationLevel(levels[0]);
|
||||
}
|
||||
},
|
||||
onError: (error) => {
|
||||
message.error('学历数据加载失败');
|
||||
},
|
||||
},
|
||||
);
|
||||
|
||||
const currentWorkYearData = useMemo(() => {
|
||||
if (!params.selectedWorkYearRange || workYearData.length === 0) return [];
|
||||
|
||||
return workYearData
|
||||
.filter((item) => item.category === params.selectedWorkYearRange)
|
||||
.map((item) => ({
|
||||
...item,
|
||||
originalDate: item.date,
|
||||
date: formatDateForDisplay(item.date, '月'),
|
||||
}))
|
||||
.sort((a, b) => dayjs(a.originalDate).valueOf() - dayjs(b.originalDate).valueOf());
|
||||
}, [workYearData, params.selectedWorkYearRange]);
|
||||
|
||||
const currentIndustryData = useMemo(() => {
|
||||
if (!params.selectedIndustry || allData.length === 0) return [];
|
||||
|
||||
return allData
|
||||
.filter((item) => item.category === params.selectedIndustry)
|
||||
.map((item) => ({
|
||||
...item,
|
||||
originalDate: item.date,
|
||||
date: formatDateForDisplay(item.date, params.timeDimension),
|
||||
}))
|
||||
.sort((a, b) => {
|
||||
if (params.timeDimension === '季度') {
|
||||
const [yearA, quarterA] = a.originalDate.split('-');
|
||||
const [yearB, quarterB] = b.originalDate.split('-');
|
||||
|
||||
const quarterToNumber = (q: string) => {
|
||||
if (q.includes('第一')) return 1;
|
||||
if (q.includes('第二')) return 2;
|
||||
if (q.includes('第三')) return 3;
|
||||
if (q.includes('第四')) return 4;
|
||||
return 0;
|
||||
};
|
||||
|
||||
return yearA === yearB
|
||||
? quarterToNumber(quarterA) - quarterToNumber(quarterB)
|
||||
: parseInt(yearA) - parseInt(yearB);
|
||||
} else if (params.timeDimension === '年') {
|
||||
return parseInt(a.originalDate) - parseInt(b.originalDate);
|
||||
} else {
|
||||
return dayjs(a.originalDate).valueOf() - dayjs(b.originalDate).valueOf();
|
||||
}
|
||||
});
|
||||
}, [allData, params.selectedIndustry, params.timeDimension]);
|
||||
|
||||
const currentSalaryData = useMemo(() => {
|
||||
if (!params.selectedSalaryRange || salaryData.length === 0) return [];
|
||||
|
||||
return salaryData
|
||||
.filter((item) => item.category === params.selectedSalaryRange)
|
||||
.map((item) => ({
|
||||
...item,
|
||||
originalDate: item.date,
|
||||
date: formatDateForDisplay(item.date, '月'),
|
||||
}))
|
||||
.sort((a, b) => dayjs(a.originalDate).valueOf() - dayjs(b.originalDate).valueOf());
|
||||
}, [salaryData, params.selectedSalaryRange]);
|
||||
|
||||
const currentEducationData = useMemo(() => {
|
||||
if (!selectedEducationLevel || educationData.length === 0) return [];
|
||||
return educationData
|
||||
.filter((item) => item.category === selectedEducationLevel)
|
||||
.map((item) => ({
|
||||
...item,
|
||||
originalDate: item.date,
|
||||
date: formatDateForDisplay(item.date, '月'),
|
||||
}))
|
||||
.sort((a, b) => dayjs(a.originalDate).valueOf() - dayjs(b.originalDate).valueOf());
|
||||
}, [educationData, selectedEducationLevel]);
|
||||
|
||||
const heatmapConfig = useMemo(
|
||||
() => getHeatmapConfig(areaData, params.timeDimension),
|
||||
[areaData, params.timeDimension],
|
||||
);
|
||||
|
||||
const industryChartConfig = useMemo(
|
||||
() => getIndustryChartConfig(currentIndustryData, params.type),
|
||||
[currentIndustryData, params.type],
|
||||
);
|
||||
|
||||
const salaryChartConfig = useMemo(
|
||||
() => getSalaryChartConfig(currentSalaryData),
|
||||
[currentSalaryData],
|
||||
);
|
||||
|
||||
const workYearPieConfig = useMemo(
|
||||
() => getWorkYearPieConfig(workYearData, params.selectedWorkYearRange),
|
||||
[workYearData, params.selectedWorkYearRange],
|
||||
);
|
||||
|
||||
const educationBarConfig = useMemo(
|
||||
() => getEducationBarConfig(educationData, selectedEducationLevel),
|
||||
[educationData, selectedEducationLevel],
|
||||
);
|
||||
|
||||
const handleTimeDimensionChange = (value: TimeDimension) => {
|
||||
const now = dayjs();
|
||||
let newStartTime = '';
|
||||
|
||||
if (value === '月') {
|
||||
newStartTime = now.subtract(5, 'month').format('YYYY-MM');
|
||||
} else if (value === '季度') {
|
||||
newStartTime = now.subtract(6, 'quarter').format('YYYY-Q');
|
||||
} else {
|
||||
newStartTime = now.subtract(5, 'year').format('YYYY');
|
||||
}
|
||||
|
||||
setParams((p) => ({
|
||||
...p,
|
||||
timeDimension: value,
|
||||
startTime: newStartTime,
|
||||
endTime:
|
||||
value === '月'
|
||||
? now.format('YYYY-MM')
|
||||
: value === '季度'
|
||||
? now.format('YYYY-Q')
|
||||
: now.format('YYYY'),
|
||||
selectedIndustry: '',
|
||||
}));
|
||||
};
|
||||
|
||||
const handleDateRangeChange = (dates: any, dateStrings: [string, string]) => {
|
||||
if (dates && dates[0] && dates[1]) {
|
||||
setParams((p) => ({
|
||||
...p,
|
||||
startTime: dateStrings[0],
|
||||
endTime: dateStrings[1],
|
||||
}));
|
||||
}
|
||||
};
|
||||
|
||||
const disabledDate = (current: dayjs.Dayjs) => {
|
||||
const now = dayjs();
|
||||
|
||||
if (params.timeDimension === '月') {
|
||||
return current.isAfter(now.endOf('month'));
|
||||
} else if (params.timeDimension === '季度') {
|
||||
return current.isAfter(now.endOf('quarter'));
|
||||
} else {
|
||||
return current.isAfter(now.endOf('year'));
|
||||
}
|
||||
};
|
||||
|
||||
const getPickerValue = () => {
|
||||
try {
|
||||
return [
|
||||
dayjs(
|
||||
params.startTime,
|
||||
params.timeDimension === '年'
|
||||
? 'YYYY'
|
||||
: params.timeDimension === '季度'
|
||||
? 'YYYY-Q'
|
||||
: 'YYYY-MM',
|
||||
),
|
||||
dayjs(
|
||||
params.endTime,
|
||||
params.timeDimension === '年'
|
||||
? 'YYYY'
|
||||
: params.timeDimension === '季度'
|
||||
? 'YYYY-Q'
|
||||
: 'YYYY-MM',
|
||||
),
|
||||
];
|
||||
} catch (e) {
|
||||
return null;
|
||||
}
|
||||
};
|
||||
|
||||
useEffect(() => {
|
||||
fetchIndustryData();
|
||||
fetchAreaData();
|
||||
fetchSalaryData();
|
||||
fetchWorkYearData();
|
||||
fetchEducationData();
|
||||
}, [params.timeDimension, params.startTime, params.endTime, params.type]);
|
||||
|
||||
return (
|
||||
<div style={{ padding: 16 }} ref={containerRef}>
|
||||
<Card title="趋势分析" style={{ marginBottom: 24 }}>
|
||||
<div style={{ marginBottom: 24 }}>
|
||||
<Space size="middle" wrap>
|
||||
<Select
|
||||
value={params.timeDimension}
|
||||
onChange={handleTimeDimensionChange}
|
||||
style={{ width: 100 }}
|
||||
>
|
||||
<Option value="月">按月</Option>
|
||||
<Option value="季度">按季度</Option>
|
||||
<Option value="年">按年</Option>
|
||||
</Select>
|
||||
|
||||
<RangePicker
|
||||
picker={
|
||||
params.timeDimension === '月'
|
||||
? 'month'
|
||||
: params.timeDimension === '季度'
|
||||
? 'quarter'
|
||||
: 'year'
|
||||
}
|
||||
value={getPickerValue()}
|
||||
onChange={handleDateRangeChange}
|
||||
style={{ width: 180 }}
|
||||
disabled={industryLoading || areaLoading}
|
||||
allowClear={false}
|
||||
disabledDate={disabledDate}
|
||||
/>
|
||||
|
||||
<Select
|
||||
value={params.type}
|
||||
onChange={(value) => setParams((p) => ({ ...p, type: value }))}
|
||||
style={{ width: 100 }}
|
||||
>
|
||||
<Option value="岗位发布数量">岗位数量</Option>
|
||||
<Option value="招聘增长率">增长率</Option>
|
||||
</Select>
|
||||
|
||||
<Button
|
||||
type="primary"
|
||||
onClick={() => {
|
||||
fetchIndustryData();
|
||||
fetchAreaData();
|
||||
}}
|
||||
loading={industryLoading || areaLoading}
|
||||
>
|
||||
查询
|
||||
</Button>
|
||||
</Space>
|
||||
</div>
|
||||
|
||||
<Row gutter={[16, 16]}>
|
||||
{/* 行业趋势图表 - 全宽显示 */}
|
||||
<Col xs={24} lg={24}>
|
||||
<IndustryTrendCard
|
||||
loading={industryLoading}
|
||||
currentIndustryData={currentIndustryData}
|
||||
config={industryChartConfig}
|
||||
availableIndustries={availableIndustries}
|
||||
selectedIndustry={params.selectedIndustry}
|
||||
onIndustryChange={(value) => setParams((p) => ({ ...p, selectedIndustry: value }))}
|
||||
/>
|
||||
</Col>
|
||||
|
||||
{/* 区域分析和薪资趋势 - 中等屏幕下分成两列 */}
|
||||
<Col xs={24} md={12} lg={12}>
|
||||
<AreaAnalysisCard loading={areaLoading} areaData={areaData} config={heatmapConfig} />
|
||||
</Col>
|
||||
<Col xs={24} md={12} lg={12}>
|
||||
<SalaryTrendCard
|
||||
loading={salaryLoading}
|
||||
currentSalaryData={currentSalaryData}
|
||||
config={salaryChartConfig}
|
||||
availableSalaryRanges={availableSalaryRanges}
|
||||
selectedSalaryRange={params.selectedSalaryRange}
|
||||
onSalaryRangeChange={(value) =>
|
||||
setParams((p) => ({ ...p, selectedSalaryRange: value }))
|
||||
}
|
||||
/>
|
||||
</Col>
|
||||
|
||||
{/* 工作经验和学历要求 - 中等屏幕下分成两列 */}
|
||||
<Col xs={24} md={12} lg={12}>
|
||||
<WorkYearCard
|
||||
loading={workYearLoading}
|
||||
workYearData={workYearData}
|
||||
config={workYearPieConfig}
|
||||
availableWorkYearRanges={availableWorkYearRanges}
|
||||
selectedWorkYearRange={params.selectedWorkYearRange}
|
||||
onWorkYearRangeChange={(value) =>
|
||||
setParams((p) => ({ ...p, selectedWorkYearRange: value }))
|
||||
}
|
||||
/>
|
||||
</Col>
|
||||
<Col xs={24} md={12} lg={12}>
|
||||
<EducationCard
|
||||
loading={educationLoading}
|
||||
educationData={educationData}
|
||||
config={educationBarConfig}
|
||||
availableEducationLevels={availableEducationLevels}
|
||||
selectedEducationLevel={selectedEducationLevel}
|
||||
onEducationLevelChange={setSelectedEducationLevel}
|
||||
/>
|
||||
</Col>
|
||||
</Row>
|
||||
</Card>
|
||||
</div>
|
||||
);
|
||||
};
|
||||
|
||||
export default IndustryTrendPage;
|
||||
232
src/pages/Analysis/Industrytrend/utils.ts
Normal file
232
src/pages/Analysis/Industrytrend/utils.ts
Normal file
@@ -0,0 +1,232 @@
|
||||
import { TimeDimension, QuarterFormat, DateFormatter, QuarterFormatter, ApiDataConverter, IndustryDataItem, AreaDataItem } from '@/types/analysis/industry';
|
||||
|
||||
export const formatQuarter: QuarterFormatter = (dateStr: string): QuarterFormat => {
|
||||
if (dateStr.includes('第')) return dateStr as QuarterFormat;
|
||||
|
||||
const [year, quarterPart] = dateStr.includes('-Q')
|
||||
? dateStr.split('-Q')
|
||||
: dateStr.split('-');
|
||||
|
||||
const quarterNum = quarterPart.replace('季度', '');
|
||||
const quarterMap: Record<string, string> = {
|
||||
'1': '第一季度',
|
||||
'2': '第二季度',
|
||||
'3': '第三季度',
|
||||
'4': '第四季度'
|
||||
};
|
||||
return `${year}-${quarterMap[quarterNum] || quarterPart}` as QuarterFormat;
|
||||
};
|
||||
|
||||
export const formatDateForDisplay: DateFormatter = (dateStr: string, dimension: TimeDimension): string => {
|
||||
try {
|
||||
if (dimension === '年') return dateStr.split('-')[0];
|
||||
if (dimension === '季度') {
|
||||
if (dateStr.includes('第')) {
|
||||
const [year, quarter] = dateStr.split('-');
|
||||
return `${year}年${quarter}`;
|
||||
}
|
||||
const [year, quarterNum] = dateStr.split('-');
|
||||
const quarterMap: Record<string, string> = {
|
||||
'1': '第一季度',
|
||||
'2': '第二季度',
|
||||
'3': '第三季度',
|
||||
'4': '第四季度',
|
||||
'Q1': '第一季度',
|
||||
'Q2': '第二季度',
|
||||
'Q3': '第三季度',
|
||||
'Q4': '第四季度'
|
||||
};
|
||||
return `${year}年${quarterMap[quarterNum] || quarterNum}`;
|
||||
}
|
||||
const [year, month] = dateStr.split('-');
|
||||
return `${year}年${month}月`;
|
||||
} catch (e) {
|
||||
console.error('日期格式化错误:', e);
|
||||
return dateStr;
|
||||
}
|
||||
};
|
||||
|
||||
export const convertApiData: ApiDataConverter = (apiData: any) => {
|
||||
if (!apiData) return [];
|
||||
try {
|
||||
if (Array.isArray(apiData)) {
|
||||
return apiData.map(item => ({
|
||||
date: item.time || item.date,
|
||||
category: item.name || item.category || '未知行业',
|
||||
value: Number(item.data || item.value) || 0
|
||||
}));
|
||||
}
|
||||
if (typeof apiData === 'object') {
|
||||
const result: IndustryDataItem[] = [];
|
||||
Object.entries(apiData).forEach(([date, items]) => {
|
||||
if (Array.isArray(items)) {
|
||||
items.forEach((item: any) => {
|
||||
result.push({
|
||||
date,
|
||||
category: item.name || item.category || '未知行业',
|
||||
value: Number(item.data || item.value) || 0
|
||||
});
|
||||
});
|
||||
}
|
||||
});
|
||||
return result;
|
||||
}
|
||||
return [];
|
||||
} catch (error) {
|
||||
console.error('数据转换错误:', error);
|
||||
return [];
|
||||
}
|
||||
};
|
||||
|
||||
export const convertAreaApiData = (apiData: any): AreaDataItem[] => {
|
||||
if (!apiData?.data) {
|
||||
console.warn('convertAreaApiData: apiData.data 为空');
|
||||
return [];
|
||||
}
|
||||
|
||||
try {
|
||||
const result: AreaDataItem[] = [];
|
||||
|
||||
// 处理嵌套的月份数据
|
||||
if (typeof apiData.data === 'object' && !Array.isArray(apiData.data)) {
|
||||
Object.entries(apiData.data).forEach(([time, items]) => {
|
||||
if (Array.isArray(items)) {
|
||||
items.forEach((item: any) => {
|
||||
if (!item) return;
|
||||
const uniqueName = items.filter((i: any) => i.name === item.name).length > 1
|
||||
? `${item.name}_${index}`
|
||||
: item.name;
|
||||
result.push({
|
||||
name: item.name || '未知区域',
|
||||
value: Number(item.data) || 0,
|
||||
time: item.time || time,
|
||||
x:uniqueName,
|
||||
y:time,
|
||||
category: item.name,
|
||||
originalData: item
|
||||
});
|
||||
});
|
||||
}
|
||||
});
|
||||
return result;
|
||||
}
|
||||
if (Array.isArray(apiData.data)) {
|
||||
return apiData.data.map((item: any) => ({
|
||||
name: item.name || '未知区域',
|
||||
value: Number(item.data) || 0,
|
||||
time: item.time || '未知时间',
|
||||
x: item.name,
|
||||
y: item.time,
|
||||
category: item.name,
|
||||
originalData: item
|
||||
}));
|
||||
}
|
||||
return [];
|
||||
} catch (error) {
|
||||
console.error('数据转换错误:', error);
|
||||
return [];
|
||||
}
|
||||
};
|
||||
|
||||
export const convertSalaryData: ApiDataConverter = (apiData: any) => {
|
||||
if (!apiData) return [];
|
||||
try {
|
||||
if (Array.isArray(apiData)) {
|
||||
return apiData.map(item => ({
|
||||
date: item.time || item.date,
|
||||
category: item.name || item.category || '未知薪资区间',
|
||||
value: Number(item.data || item.value) || 0
|
||||
}));
|
||||
}
|
||||
if (typeof apiData === 'object') {
|
||||
const result: IndustryDataItem[] = [];
|
||||
Object.entries(apiData).forEach(([date, items]) => {
|
||||
if (Array.isArray(items)) {
|
||||
items.forEach((item: any) => {
|
||||
result.push({
|
||||
date,
|
||||
category: item.name || item.category || '未知薪资区间',
|
||||
value: Number(item.data || item.value) || 0
|
||||
});
|
||||
});
|
||||
}
|
||||
});
|
||||
return result;
|
||||
}
|
||||
return [];
|
||||
} catch (error) {
|
||||
console.error('薪资数据转换错误:', error);
|
||||
return [];
|
||||
}
|
||||
};
|
||||
|
||||
export const convertWorkYearData: ApiDataConverter = (apiData: any) => {
|
||||
if (!apiData) return [];
|
||||
try {
|
||||
if (Array.isArray(apiData)) {
|
||||
return apiData.map(item => ({
|
||||
date: item.time || item.date || '',
|
||||
category: item.name || item.category || '未知经验要求',
|
||||
value: Number(item.data || item.value || 0) // 确保数值不为null/undefined
|
||||
}));
|
||||
}
|
||||
if (typeof apiData === 'object') {
|
||||
const result: IndustryDataItem[] = [];
|
||||
Object.entries(apiData).forEach(([date, items]) => {
|
||||
if (Array.isArray(items)) {
|
||||
items.forEach((item: any) => {
|
||||
result.push({
|
||||
date: date || '',
|
||||
category: item.name || item.category || '未知经验要求',
|
||||
value: Number(item.data || item.value || 0) // 确保数值不为null/undefined
|
||||
});
|
||||
});
|
||||
}
|
||||
});
|
||||
return result;
|
||||
}
|
||||
return [];
|
||||
} catch (error) {
|
||||
console.error('工作经验数据转换错误:', error);
|
||||
return [];
|
||||
}
|
||||
};
|
||||
export const convertEducationData: ApiDataConverter = (apiData: any) => {
|
||||
if (!apiData) return [];
|
||||
try {
|
||||
const result: any[] = [];
|
||||
|
||||
// 处理嵌套的月份数据
|
||||
if (typeof apiData === 'object' && !Array.isArray(apiData)) {
|
||||
Object.entries(apiData).forEach(([date, items]) => {
|
||||
if (Array.isArray(items)) {
|
||||
items.forEach((item: any) => {
|
||||
if (!item) return; // 跳过空项
|
||||
result.push({
|
||||
date: date || '', // 确保日期不为undefined
|
||||
category: item.name || item.category || '不限', // 默认值
|
||||
value: Number(item.data || item.value || 0), // 确保数值有效
|
||||
originalData: item
|
||||
});
|
||||
});
|
||||
}
|
||||
});
|
||||
return result;
|
||||
}
|
||||
|
||||
// 处理数组格式的响应
|
||||
if (Array.isArray(apiData)) {
|
||||
return apiData.map(item => ({
|
||||
date: item.time || item.date || '',
|
||||
category: item.name || item.category || '不限',
|
||||
value: Number(item.data || item.value || 0),
|
||||
originalData: item
|
||||
}));
|
||||
}
|
||||
|
||||
return [];
|
||||
} catch (error) {
|
||||
console.error('学历数据转换错误:', error);
|
||||
return [];
|
||||
}
|
||||
};
|
||||
1
src/pages/Analysis/User/index.tsx
Normal file
1
src/pages/Analysis/User/index.tsx
Normal file
@@ -0,0 +1 @@
|
||||
<button>111111111111</button>
|
||||
303
src/pages/Application/ModelManagement/index.tsx
Normal file
303
src/pages/Application/ModelManagement/index.tsx
Normal file
@@ -0,0 +1,303 @@
|
||||
import React, { Fragment } from 'react';
|
||||
import { Collapse, InputNumber, Select } from 'antd';
|
||||
import style from './modelStyle.less';
|
||||
|
||||
export default function ModelManagement() {
|
||||
const text = `
|
||||
A dog is a type of domesticated animal.
|
||||
Known for its loyalty and faithfulness,
|
||||
it can be found as a welcome guest in many households across the world.
|
||||
`;
|
||||
|
||||
return (
|
||||
<Fragment>
|
||||
<Collapse defaultActiveKey={['1']}>
|
||||
<Collapse.Panel header="人岗精准匹配模型" key="1">
|
||||
<div className={style.cards}>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>年龄匹配范围</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
controls={false}
|
||||
style={{ width: 150 }}
|
||||
addonAfter="岁"
|
||||
min={0}
|
||||
max={100}
|
||||
maxLength={3}
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>工作经验范围</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
controls={false}
|
||||
style={{ width: 150 }}
|
||||
addonAfter="年"
|
||||
min={0}
|
||||
max={100}
|
||||
maxLength={3}
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</Collapse.Panel>
|
||||
<Collapse.Panel header="人岗匹配度计算模型" key="2">
|
||||
<div className={style.cards}>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>学历权重</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
min={0}
|
||||
max={1}
|
||||
style={{ width: 150 }}
|
||||
controls={false}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>期望薪资权重</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
min={0}
|
||||
max={1}
|
||||
controls={false}
|
||||
style={{ width: 150 }}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>工作经验权重</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
min={0}
|
||||
style={{ width: 150 }}
|
||||
max={1}
|
||||
controls={false}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>工作地区权重</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
min={0}
|
||||
max={1}
|
||||
controls={false}
|
||||
style={{ width: 150 }}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</Collapse.Panel>
|
||||
<Collapse.Panel header="基于求职者行为推荐模型" key="3">
|
||||
<div className={style.cards}>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>浏览记录</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
min={0}
|
||||
max={1}
|
||||
controls={false}
|
||||
style={{ width: 150 }}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>申请记录</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
min={0}
|
||||
style={{ width: 150 }}
|
||||
max={1}
|
||||
controls={false}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>收藏记录</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
min={0}
|
||||
style={{ width: 150 }}
|
||||
max={1}
|
||||
controls={false}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</Collapse.Panel>
|
||||
<Collapse.Panel header="竞争力计算模型" key="4">
|
||||
<div className={style.cards}>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>学历权重</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
style={{ width: 150 }}
|
||||
min={0}
|
||||
max={1}
|
||||
controls={false}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>期望薪资权重</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
style={{ width: 150 }}
|
||||
stringMode
|
||||
min={0}
|
||||
max={1}
|
||||
controls={false}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>工作经验权重</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
stringMode
|
||||
style={{ width: 150 }}
|
||||
min={0}
|
||||
max={1}
|
||||
controls={false}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>工作地区权重</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
style={{ width: 150 }}
|
||||
stringMode
|
||||
min={0}
|
||||
max={1}
|
||||
controls={false}
|
||||
precision={1}
|
||||
step="0.1"
|
||||
placeholder="例如：0.7"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>相似度计算方式</div>
|
||||
<div className={style.input}>
|
||||
<Select
|
||||
defaultValue="lucy"
|
||||
style={{ width: 150 }}
|
||||
options={[
|
||||
{ value: 'jack', label: '余弦相似度' },
|
||||
{ value: 'lucy', label: '欧式距离' },
|
||||
{ value: 'Yiminghe', label: 'embedding' },
|
||||
]}
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</Collapse.Panel>
|
||||
<Collapse.Panel header="位置匹配模型" key="5">
|
||||
<div className={style.cards}>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>坐标系与投影</div>
|
||||
<div className={style.input}>
|
||||
<Select
|
||||
defaultValue="lucy"
|
||||
style={{ width: 150 }}
|
||||
options={[
|
||||
{ value: 'jack', label: 'wgs84' },
|
||||
{ value: 'lucy', label: 'gcj02' },
|
||||
]}
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>索引粒度</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
style={{ width: 150 }}
|
||||
stringMode
|
||||
min={1}
|
||||
max={12}
|
||||
controls={false}
|
||||
precision={0}
|
||||
step="1"
|
||||
placeholder="1-12"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>地铁口附近</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
style={{ width: 150 }}
|
||||
stringMode
|
||||
min={0}
|
||||
max={10}
|
||||
controls={false}
|
||||
precision={0}
|
||||
step="0"
|
||||
placeholder="10公里附近"
|
||||
addonAfter="公里"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
<div className={style.card}>
|
||||
<div className={style.label}>商圈附近</div>
|
||||
<div className={style.input}>
|
||||
<InputNumber
|
||||
style={{ width: 150 }}
|
||||
stringMode
|
||||
min={0}
|
||||
max={10}
|
||||
controls={false}
|
||||
precision={0}
|
||||
step="0"
|
||||
placeholder="10公里附近"
|
||||
addonAfter="公里"
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</Collapse.Panel>
|
||||
</Collapse>
|
||||
</Fragment>
|
||||
);
|
||||
}
|
||||
19
src/pages/Application/ModelManagement/modelStyle.less
Normal file
19
src/pages/Application/ModelManagement/modelStyle.less
Normal file
@@ -0,0 +1,19 @@
|
||||
.cards {
|
||||
display: grid;
|
||||
grid-template-columns: repeat(4, 1fr);
|
||||
grid-row-gap: 30px;
|
||||
|
||||
.card {
|
||||
display: flex;
|
||||
align-items: center;
|
||||
margin-right: 80px;
|
||||
|
||||
.label {
|
||||
margin-right: 10px;
|
||||
white-space: nowrap;
|
||||
}
|
||||
|
||||
.input {
|
||||
}
|
||||
}
|
||||
}
|
||||
52
src/services/analysis/industry.ts
Normal file
52
src/services/analysis/industry.ts
Normal file
@@ -0,0 +1,52 @@
|
||||
import { request } from '@umijs/max';
|
||||
|
||||
// 行业
|
||||
export async function getIndustryTrend(params?: API.Analysis.IndustryParams) {
|
||||
return request<API.Analysis.IndustryResult>('/api/cms/statics/industry', {
|
||||
method: 'GET',
|
||||
params,
|
||||
});
|
||||
}
|
||||
|
||||
// 区域热力图
|
||||
export async function getIndustryAreaTrend(params: any) {
|
||||
try {
|
||||
const response = await request('/api/cms/statics/industryArea', {
|
||||
method: 'GET',
|
||||
params,
|
||||
headers: {
|
||||
'Content-Type': 'application/json',
|
||||
},
|
||||
});
|
||||
|
||||
console.log('接口原始响应:', response); // 调试日志
|
||||
return response; // 兼容不同后端响应格式
|
||||
} catch (error) {
|
||||
console.error('接口请求异常:', error);
|
||||
throw error;
|
||||
}
|
||||
}
|
||||
|
||||
// 薪资
|
||||
export async function getSalaryTrend(params?: API.Analysis.IndustryParams) {
|
||||
return request<API.Analysis.IndustryResult>('/api/cms/statics/salary', {
|
||||
method: 'GET',
|
||||
params,
|
||||
});
|
||||
}
|
||||
|
||||
// 工作年限
|
||||
export async function getWorkYearTrend(params?: API.Analysis.IndustryParams) {
|
||||
return request<API.Analysis.IndustryResult>('/api/cms/statics/workYear', {
|
||||
method: 'GET',
|
||||
params,
|
||||
});
|
||||
}
|
||||
|
||||
// 学历趋势
|
||||
export async function getEducationTrend(params?: API.Analysis.IndustryParams) {
|
||||
return request<API.Analysis.IndustryResult>('/api/cms/statics/education', {
|
||||
method: 'GET',
|
||||
params,
|
||||
});
|
||||
}
|
||||
103
src/types/analysis/industry.d.ts
vendored
Normal file
103
src/types/analysis/industry.d.ts
vendored
Normal file
@@ -0,0 +1,103 @@
|
||||
import dayjs from 'dayjs';
|
||||
import { ReactNode } from 'react';
|
||||
|
||||
export type TimeDimension = '月' | '季度' | '年';
|
||||
export type AnalysisType = '岗位发布数量' | '招聘增长率';
|
||||
export type QuarterFormat = `${number}-${'Q1'|'Q2'|'Q3'|'Q4'|'第一季度'|'第二季度'|'第三季度'|'第四季度'}`;
|
||||
export type AnalysisCategory = 'industry' | 'area' | 'salary';
|
||||
export type SalaryRange = '3k-5k' | '5k-8k' | '8k-10k' | '10k+';
|
||||
export type WorkYearRange = '应届' | '1-3年' | '3-5年' | '5年以上';
|
||||
export type EducationLevel = '大专' | '本科' | '硕士' | '博士' | '不限';
|
||||
export interface IndustryDataItem {
|
||||
date: string;
|
||||
category: string;
|
||||
value: number;
|
||||
}
|
||||
export interface AreaDataItem {
|
||||
name: string;
|
||||
value: number;
|
||||
time: string;
|
||||
}
|
||||
export interface IndustryTrendParams {
|
||||
timeDimension: TimeDimension;
|
||||
type: AnalysisType;
|
||||
startTime: string;
|
||||
endTime: string;
|
||||
selectedIndustry: string;
|
||||
}
|
||||
|
||||
export interface IndustryTrendState extends IndustryTrendParams {
|
||||
selectedWorkYearRange(): unknown;
|
||||
selectedIndustry: string;
|
||||
}
|
||||
|
||||
export interface IndustryTrendApiResult {
|
||||
data: IndustryDataItem[];
|
||||
code: number;
|
||||
msg: string;
|
||||
}
|
||||
|
||||
export interface TooltipItem {
|
||||
name: string;
|
||||
value: number;
|
||||
color: string;
|
||||
data: {
|
||||
date: string;
|
||||
category: string;
|
||||
value: number;
|
||||
};
|
||||
}
|
||||
|
||||
export interface ChartConfig {
|
||||
data: IndustryDataItem[];
|
||||
height: number;
|
||||
xField: string;
|
||||
yField: string;
|
||||
seriesField: string;
|
||||
xAxis: {
|
||||
type: string;
|
||||
label: {
|
||||
formatter: (text: string) => string;
|
||||
};
|
||||
};
|
||||
yAxis: {
|
||||
label: {
|
||||
formatter: (val: string) => string;
|
||||
};
|
||||
};
|
||||
tooltip: {
|
||||
showTitle?: boolean;
|
||||
title?: string | ((title: string, data?: TooltipItem[]) => string);
|
||||
customContent?: (title: string, items: TooltipItem[]) => ReactNode;
|
||||
};
|
||||
point: {
|
||||
size: number;
|
||||
shape: string;
|
||||
};
|
||||
animation: {
|
||||
appear: {
|
||||
animation: string;
|
||||
duration: number;
|
||||
};
|
||||
};
|
||||
smooth: boolean;
|
||||
interactions?: Array<{
|
||||
type: string;
|
||||
cfg: {
|
||||
render: (event: any, { title, items }: { title: string; items: TooltipItem[] }) => ReactNode;
|
||||
};
|
||||
}>;
|
||||
legend?: boolean;
|
||||
}
|
||||
export interface IndustryTrendState {
|
||||
timeDimension: TimeDimension;
|
||||
type: AnalysisType;
|
||||
startTime: string;
|
||||
endTime: string;
|
||||
selectedIndustry: string;
|
||||
selectedSalaryRange: string;
|
||||
analysisCategory: AnalysisCategory; // 新增分析类别
|
||||
}
|
||||
export type DateFormatter = (dateStr: string, dimension: TimeDimension) => string;
|
||||
export type QuarterFormatter = (dateStr: string) => QuarterFormat;
|
||||
export type ApiDataConverter = (apiData: any) => IndustryDataItem[];
|
||||
Reference in New Issue
Block a user