添加企业服务管理、企业数据管理页面
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This commit is contained in:
wzm
2025-11-25 13:43:21 +08:00
parent 4c2253cd16
commit 6415d3c9f7
16 changed files with 3410 additions and 21618 deletions

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import React, { useEffect } from "react";
import { Card, Select, Spin, Empty, Row, Col } from 'antd';
import * as echarts from 'echarts';
const Chartline: React.FC<{}> = (props) => {
useEffect(() => {
initCharts()
}, []);
const initCharts = () => {
const labelRight = {
position: 'right'
} as const;
const myChart = echarts.init(document.getElementById('bar'));
const option = {
// title: {
// text: 'Bar Chart with Negative Value'
// },
tooltip: {
trigger: 'axis',
axisPointer: {
type: 'shadow'
}
},
grid: {
top: 10,
bottom: 30
},
xAxis: {
type: 'value',
position: 'top',
splitLine: {
lineStyle: {
type: 'dashed'
}
}
},
yAxis: {
type: 'category',
axisLine: { show: false },
axisLabel: { show: false },
axisTick: { show: false },
splitLine: { show: false },
data: [
'ten',
'nine',
'eight',
'seven',
'six',
'five',
'four',
'three',
'two',
'one'
]
},
series: [
{
name: 'Cost',
type: 'bar',
stack: 'Total',
label: {
show: true,
formatter: '{b}'
},
data: [
{ value: -0.07, label: labelRight },
{ value: -0.09, label: labelRight },
0.2,
0.44,
{ value: -0.23, label: labelRight },
0.08,
{ value: -0.17, label: labelRight },
0.47,
{ value: -0.36, label: labelRight },
0.18
]
}
]
};
myChart.setOption(option, true);
}
return (
<>
<Card
title="企业年利率分布"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}>
<div id='bar' style={{ height: '110%', width: '110%' }} ></div>
</Card >
</>
);
};
// 必须导出组件
export default Chartline;

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import React from 'react';
import { Card, Select, Spin, Empty, Row, Col } from 'antd';
import { Line, Bar, Pie, Heatmap } from '@ant-design/charts';
export const IndustryTrendCard = ({
loading,
currentIndustryData,
config,
availableIndustries,
selectedIndustry,
onIndustryChange,
}) => (
<Card
title="行业趋势分析"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}
extra={
<Select
value={selectedIndustry}
onChange={onIndustryChange}
style={{ width: 180 }}
loading={loading}
placeholder="选择行业"
disabled={availableIndustries.length === 0}
>
{availableIndustries.map((industry: any) => (
<Option key={industry} value={industry}>
{industry}
</Option>
))}
</Select>
}
>
<Spin spinning={loading}>
{currentIndustryData.length > 0 ? (
<Line {...config} />
) : (
<Empty
image={Empty.PRESENTED_IMAGE_SIMPLE}
description={
loading
? '数据加载中...'
: selectedIndustry
? '当前时间段无数据'
: '请先选择行业'
}
/>
)}
</Spin>
</Card>
);
export const AreaAnalysisCard = ({ loading, areaData, config }) => (
<Card
title="人员区域分析"
style={{ marginBottom: 16 }}
bodyStyle={{
padding: 12,
height: 250,
position: 'relative',
}}
>
{loading ? (
<Spin tip="数据加载中..." size="large" />
) : areaData.length > 0 ? (
<div style={{ height: '100%', width: '100%', minHeight: 300 }}>
<Heatmap {...config} />
</div>
) : (
<Empty description="暂无区域数据" />
)}
</Card>
);
export const SalaryTrendCard = ({
loading,
currentSalaryData,
config,
availableSalaryRanges,
selectedSalaryRange,
onSalaryRangeChange,
}) => (
<Card
title="薪资区间分析"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}
extra={
<Select
value={selectedSalaryRange}
onChange={onSalaryRangeChange}
style={{ width: 180 }}
loading={loading}
placeholder="选择薪资区间"
disabled={availableSalaryRanges.length === 0}
>
{availableSalaryRanges.map((range) => (
<Option key={range} value={range}>
{range}
</Option>
))}
</Select>
}
>
<Spin spinning={loading}>
{currentSalaryData.length > 0 ? (
<Line {...config} />
) : (
<Empty
image={Empty.PRESENTED_IMAGE_SIMPLE}
description={
loading
? '数据加载中...'
: selectedSalaryRange
? '当前时间段无数据'
: '请先选择薪资区间'
}
/>
)}
</Spin>
</Card>
);
export const WorkYearCard = ({
loading,
workYearData,
config,
availableWorkYearRanges,
selectedWorkYearRange,
onWorkYearRangeChange,
}) => (
<Card
title="企业人员工作经验分布"
style={{ marginBottom: 16 }}
bodyStyle={{
padding: '12px',
height: 250,
display: 'flex',
justifyContent: 'center',
alignItems: 'center',
overflow: 'hidden',
}}
extra={
<Select
value={selectedWorkYearRange}
onChange={onWorkYearRangeChange}
style={{ width: 180 }}
loading={loading}
placeholder="选择经验要求"
disabled={availableWorkYearRanges.length === 0}
>
{availableWorkYearRanges.map((range: any) => (
<Option key={range} value={range}>
{range}
</Option>
))}
</Select>
}
>
<Spin spinning={loading}>
{workYearData && workYearData.length > 0 ? (
<div style={{ width: '100%', height: '100%', padding: 8 }}>
<Pie {...config} />
</div>
) : (
<Empty
image={Empty.PRESENTED_IMAGE_SIMPLE}
description={loading ? '数据加载中...' : '暂无工作经验数据'}
/>
)}
</Spin>
</Card>
);
export const EducationCard = ({
loading,
educationData,
config,
availableEducationLevels,
selectedEducationLevel,
onEducationLevelChange,
}) => (
<Card
title="企业学历分布"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}
extra={
<Select
value={selectedEducationLevel}
onChange={onEducationLevelChange}
style={{ width: 180 }}
loading={loading}
placeholder="选择学历要求"
disabled={availableEducationLevels.length === 0}
>
<Option value=""></Option>
{availableEducationLevels.map((level) => (
<Option key={level} value={level}>
{level}
</Option>
))}
</Select>
}
>
<Spin spinning={loading}>
{educationData.length > 0 ? (
<Bar {...config} />
) : (
<Empty
image={Empty.PRESENTED_IMAGE_SIMPLE}
description={loading ? '数据加载中...' : '暂无学历数据'}
/>
)}
</Spin>
</Card>
);

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import { ChartConfig } from '@/types/analysis/industry';
import dayjs from 'dayjs';
import { formatDateForDisplay } from '../utils';
export const getHeatmapConfig = (areaData: any[], timeDimension: string) => {
const sortedData = [...areaData].sort((a, b) => {
if (timeDimension === '年') {
return parseInt(a.time) - parseInt(b.time);
} else if (timeDimension === '季度') {
const [yearA, quarterA] = a.time.split('-Q');
const [yearB, quarterB] = b.time.split('-Q');
return yearA === yearB
? parseInt(quarterA) - parseInt(quarterB)
: parseInt(yearA) - parseInt(yearB);
} else {
return dayjs(a.time).valueOf() - dayjs(b.time).valueOf();
}
});
return {
data: sortedData,
height: 240,
autoFit: true,
xField: 'name',
yField: 'time',
colorField: 'value',
shapeField: 'square',
sizeField: 'value',
xAxis: {
title: {
text: '区域',
style: { fontSize: 12 },
},
label: {
style: {
fontSize: 10,
fill: '#666',
},
formatter: (text: string) => {
return text.length > 4 ? `${text.substring(0, 3)}...` : text;
},
},
},
yAxis: {
title: {
text: '时间',
style: { fontSize: 12 },
},
label: {
formatter: (text: string) => {
if (timeDimension === '年') return `${text}`;
if (timeDimension === '季度') return text.replace('-Q', '年Q');
return text.replace('-', '年').replace('-', '月');
},
style: {
fontSize: 10,
fill: '#666',
},
},
},
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 ${d.value}`,
position: 'spider',
},
legend: false,
tooltip: {
showTitle: true,
title: '工作经验分布',
fields: ['type', 'value'],
formatter: (datum: { type: any; value: any }) => ({
name: datum.type,
value: datum.value,
}),
},
interactions: [{ type: 'element-active' }],
padding: 'auto',
autoFit: true,
};
};
export const getEducationBarConfig = (educationData: any[], selectedEducationLevel: string) => {
const educationLevelOrder = [
'不限',
'初中及以下',
'中专/中技',
'高中',
'大专',
'本科',
'硕士',
'博士',
'MBA/EMBA',
'留学-学士',
'留学-硕士',
'留学-博士',
];
const educationColorMap: Record<string, string> = {
: '#8884d8',
: '#82ca9d',
'中专/中技': '#ffc658',
: '#ff8042',
: '#0088FE',
: '#00C49F',
: '#FFBB28',
: '#FF8042',
'MBA/EMBA': '#8884d8',
'留学-学士': '#82ca9d',
'留学-硕士': '#ffc658',
'留学-博士': '#ff8042',
};
const cleanEducationData = educationData
.filter((item) => item && item.category && item.date && !isNaN(item.value))
.map((item) => ({
...item,
date: formatDateForDisplay(item.date, '月'),
category: item.category || '不限',
value: Number(item.value) || 0,
}));
if (!selectedEducationLevel) {
const educationSummary: Record<string, number> = {};
cleanEducationData.forEach((item) => {
if (!educationSummary[item.category]) {
educationSummary[item.category] = 0;
}
educationSummary[item.category] += item.value;
});
const barData = Object.entries(educationSummary)
.filter(([_, value]) => value > 0)
.map(([name, value]) => ({
name,
value,
color: educationColorMap[name] || '#999',
}))
.sort((a, b) => educationLevelOrder.indexOf(a.name) - educationLevelOrder.indexOf(b.name));
return {
data: barData,
height: 200,
xField: 'value',
yField: 'name',
seriesField: 'name',
color: ({ name }: { name: string }) => educationColorMap[name] || '#999',
meta: {
name: { alias: '学历要求' },
value: { alias: '岗位数量' },
},
xAxis: {
label: {
formatter: (val: string) => `${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,
},
},
};
};

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import React, { useEffect } from "react";
import { Card, Select, Spin, Empty, Row, Col } from 'antd';
import * as echarts from 'echarts';
const Chartline: React.FC<{}> = (props) => {
useEffect(() => {
initCharts()
}, []);
const initCharts = () => {
const myChart = echarts.init(document.getElementById('main'));
const option = {
// title: {
// text: 'Accumulated Waterfall Chart'
// },
tooltip: {
trigger: 'axis',
axisPointer: {
type: 'shadow'
},
formatter: function (params: any) {
let tar;
if (params[1] && params[1].value !== '-') {
tar = params[1];
} else {
tar = params[2];
}
return tar && tar.name + '<br/>' + tar.seriesName + ' : ' + tar.value;
}
},
legend: {
data: ['Expenses', 'Income']
},
grid: {
top: 10,
bottom: 30
},
xAxis: {
type: 'category',
data: (function () {
let list = [];
for (let i = 1; i <= 11; i++) {
list.push('Nov ' + i);
}
return list;
})()
},
yAxis: {
type: 'value'
},
series: [
{
name: 'Placeholder',
type: 'bar',
stack: 'Total',
silent: true,
itemStyle: {
borderColor: 'transparent',
color: 'transparent'
},
emphasis: {
itemStyle: {
borderColor: 'transparent',
color: 'transparent'
}
},
data: [0, 900, 1245, 1530, 1376, 1376, 1511, 1689, 1856, 1495, 1292]
},
{
name: 'A',
type: 'bar',
stack: 'Total',
label: {
show: true,
position: 'top'
},
data: [900, 345, 393, '-', '-', 135, 178, 286, '-', '-', '-']
},
{
name: 'B',
type: 'bar',
stack: 'Total',
label: {
show: true,
position: 'bottom'
},
data: ['-', '-', '-', 108, 154, '-', '-', '-', 119, 361, 203]
}
]
};
myChart.setOption(option, true);
}
return (
<>
<Card
title="企业年收入分布"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}>
<div id='main' style={{ height: '110%', width: '110%' }} ></div>
</Card >
</>
);
};
// 必须导出组件
export default Chartline;

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@@ -0,0 +1,574 @@
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';
import Chartline from './components/chartline'
import Chartbar from './components/chartbar'
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="企业数据分析" style={{ marginBottom: 24 }}>
<div style={{ marginBottom: 24 }}>
<Space size="middle" wrap>
<Select
value={params.timeDimension}
onChange={handleTimeDimensionChange}
style={{ width: 100 }}
>
<Option value="月"></Option>
<Option value="季度"></Option>
<Option value="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"></Option>
<Option value="招聘增长率"></Option>
</Select>
<Button
type="primary"
onClick={() => {
fetchIndustryData();
fetchAreaData();
}}
loading={industryLoading || areaLoading}
>
</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>
{/* 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}>
<Chartbar />
{/* <EducationCard
loading={educationLoading}
educationData={educationData}
config={educationBarConfig}
availableEducationLevels={availableEducationLevels}
selectedEducationLevel={selectedEducationLevel}
onEducationLevelChange={setSelectedEducationLevel}
/> */}
</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>
<Col xs={24} md={12} lg={12}>
<Chartline />
</Col>
</Row>
</Card>
</div>
);
};
export default IndustryTrendPage;

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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 `${year}${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 `${year}${quarterMap[quarterNum] || quarterNum}`;
}
const [year, month] = dateStr.split('-');
return `${year}${month}`;
} 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 [];
}
};

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import React from 'react';
import { Card, Select, Spin, Empty, Row, Col } from 'antd';
import { Line, Bar, Pie, Heatmap } from '@ant-design/charts';
export const IndustryTrendCard = ({
loading,
currentIndustryData,
config,
availableIndustries,
selectedIndustry,
onIndustryChange,
}) => (
<Card
title="岗位趋势分析"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}
extra={
<Select
value={selectedIndustry}
onChange={onIndustryChange}
style={{ width: 180 }}
loading={loading}
placeholder="选择行业"
disabled={availableIndustries.length === 0}
>
{availableIndustries.map((industry: any) => (
<Option key={industry} value={industry}>
{industry}
</Option>
))}
</Select>
}
>
<Spin spinning={loading}>
{currentIndustryData.length > 0 ? (
<Line {...config} />
) : (
<Empty
image={Empty.PRESENTED_IMAGE_SIMPLE}
description={
loading
? '数据加载中...'
: selectedIndustry
? '当前时间段无数据'
: '请先选择岗位'
}
/>
)}
</Spin>
</Card>
);
export const AreaAnalysisCard = ({ loading, areaData, config }) => (
<Card
title="人员区域分析"
style={{ marginBottom: 16 }}
bodyStyle={{
padding: 12,
height: 250,
position: 'relative',
}}
>
{loading ? (
<Spin tip="数据加载中..." size="large" />
) : areaData.length > 0 ? (
<div style={{ height: '100%', width: '100%', minHeight: 300 }}>
<Heatmap {...config} />
</div>
) : (
<Empty description="暂无区域数据" />
)}
</Card>
);
export const SalaryTrendCard = ({
loading,
currentSalaryData,
config,
availableSalaryRanges,
selectedSalaryRange,
onSalaryRangeChange,
}) => (
<Card
title="薪资区间分析"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}
extra={
<Select
value={selectedSalaryRange}
onChange={onSalaryRangeChange}
style={{ width: 180 }}
loading={loading}
placeholder="选择薪资区间"
disabled={availableSalaryRanges.length === 0}
>
{availableSalaryRanges.map((range) => (
<Option key={range} value={range}>
{range}
</Option>
))}
</Select>
}
>
<Spin spinning={loading}>
{currentSalaryData.length > 0 ? (
<Line {...config} />
) : (
<Empty
image={Empty.PRESENTED_IMAGE_SIMPLE}
description={
loading
? '数据加载中...'
: selectedSalaryRange
? '当前时间段无数据'
: '请先选择薪资区间'
}
/>
)}
</Spin>
</Card>
);
export const WorkYearCard = ({
loading,
workYearData,
config,
availableWorkYearRanges,
selectedWorkYearRange,
onWorkYearRangeChange,
}) => (
<Card
title="企业服务方向分布"
style={{ marginBottom: 16 }}
bodyStyle={{
padding: '12px',
height: 250,
display: 'flex',
justifyContent: 'center',
alignItems: 'center',
overflow: 'hidden',
}}
extra={
<Select
value={selectedWorkYearRange}
onChange={onWorkYearRangeChange}
style={{ width: 180 }}
loading={loading}
placeholder="选择服务方向"
disabled={availableWorkYearRanges.length === 0}
>
{availableWorkYearRanges.map((range: any) => (
<Option key={range} value={range}>
{range}
</Option>
))}
</Select>
}
>
<Spin spinning={loading}>
{workYearData && workYearData.length > 0 ? (
<div style={{ width: '100%', height: '100%', padding: 8 }}>
<Pie {...config} />
</div>
) : (
<Empty
image={Empty.PRESENTED_IMAGE_SIMPLE}
description={loading ? '数据加载中...' : '暂无工作经验数据'}
/>
)}
</Spin>
</Card>
);
export const EducationCard = ({
loading,
educationData,
config,
availableEducationLevels,
selectedEducationLevel,
onEducationLevelChange,
}) => (
<Card
title="企业学历分布"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}
extra={
<Select
value={selectedEducationLevel}
onChange={onEducationLevelChange}
style={{ width: 180 }}
loading={loading}
placeholder="选择学历要求"
disabled={availableEducationLevels.length === 0}
>
<Option value=""></Option>
{availableEducationLevels.map((level) => (
<Option key={level} value={level}>
{level}
</Option>
))}
</Select>
}
>
<Spin spinning={loading}>
{educationData.length > 0 ? (
<Bar {...config} />
) : (
<Empty
image={Empty.PRESENTED_IMAGE_SIMPLE}
description={loading ? '数据加载中...' : '暂无学历数据'}
/>
)}
</Spin>
</Card>
);

View File

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import { ChartConfig } from '@/types/analysis/industry';
import dayjs from 'dayjs';
import { formatDateForDisplay } from '../utils';
export const getHeatmapConfig = (areaData: any[], timeDimension: string) => {
const sortedData = [...areaData].sort((a, b) => {
if (timeDimension === '年') {
return parseInt(a.time) - parseInt(b.time);
} else if (timeDimension === '季度') {
const [yearA, quarterA] = a.time.split('-Q');
const [yearB, quarterB] = b.time.split('-Q');
return yearA === yearB
? parseInt(quarterA) - parseInt(quarterB)
: parseInt(yearA) - parseInt(yearB);
} else {
return dayjs(a.time).valueOf() - dayjs(b.time).valueOf();
}
});
return {
data: sortedData,
height: 240,
autoFit: true,
xField: 'name',
yField: 'time',
colorField: 'value',
shapeField: 'square',
sizeField: 'value',
xAxis: {
title: {
text: '区域',
style: { fontSize: 12 },
},
label: {
style: {
fontSize: 10,
fill: '#666',
},
formatter: (text: string) => {
return text.length > 4 ? `${text.substring(0, 3)}...` : text;
},
},
},
yAxis: {
title: {
text: '时间',
style: { fontSize: 12 },
},
label: {
formatter: (text: string) => {
if (timeDimension === '年') return `${text}`;
if (timeDimension === '季度') return text.replace('-Q', '年Q');
return text.replace('-', '年').replace('-', '月');
},
style: {
fontSize: 10,
fill: '#666',
},
},
},
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 ${d.value}`,
position: 'spider',
},
legend: false,
tooltip: {
showTitle: true,
title: '工作经验分布',
fields: ['type', 'value'],
formatter: (datum: { type: any; value: any }) => ({
name: datum.type,
value: datum.value,
}),
},
interactions: [{ type: 'element-active' }],
padding: 'auto',
autoFit: true,
};
};
export const getEducationBarConfig = (educationData: any[], selectedEducationLevel: string) => {
const educationLevelOrder = [
'不限',
'初中及以下',
'中专/中技',
'高中',
'大专',
'本科',
'硕士',
'博士',
'MBA/EMBA',
'留学-学士',
'留学-硕士',
'留学-博士',
];
const educationColorMap: Record<string, string> = {
: '#8884d8',
: '#82ca9d',
'中专/中技': '#ffc658',
: '#ff8042',
: '#0088FE',
: '#00C49F',
: '#FFBB28',
: '#FF8042',
'MBA/EMBA': '#8884d8',
'留学-学士': '#82ca9d',
'留学-硕士': '#ffc658',
'留学-博士': '#ff8042',
};
const cleanEducationData = educationData
.filter((item) => item && item.category && item.date && !isNaN(item.value))
.map((item) => ({
...item,
date: formatDateForDisplay(item.date, '月'),
category: item.category || '不限',
value: Number(item.value) || 0,
}));
if (!selectedEducationLevel) {
const educationSummary: Record<string, number> = {};
cleanEducationData.forEach((item) => {
if (!educationSummary[item.category]) {
educationSummary[item.category] = 0;
}
educationSummary[item.category] += item.value;
});
const barData = Object.entries(educationSummary)
.filter(([_, value]) => value > 0)
.map(([name, value]) => ({
name,
value,
color: educationColorMap[name] || '#999',
}))
.sort((a, b) => educationLevelOrder.indexOf(a.name) - educationLevelOrder.indexOf(b.name));
return {
data: barData,
height: 200,
xField: 'value',
yField: 'name',
seriesField: 'name',
color: ({ name }: { name: string }) => educationColorMap[name] || '#999',
meta: {
name: { alias: '学历要求' },
value: { alias: '岗位数量' },
},
xAxis: {
label: {
formatter: (val: string) => `${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,
},
},
};
};

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import React, { useEffect } from "react";
import { Card, Select, Spin, Empty, Row, Col } from 'antd';
import * as echarts from 'echarts';
const Chartline: React.FC<{}> = (props) => {
useEffect(() => {
initCharts()
}, []);
const initCharts = () => {
const myChart = echarts.init(document.getElementById('main'));
const option = {
tooltip: {
trigger: 'item',
formatter: '{a} <br/>{b} : {c}%'
},
// toolbox: {
// feature: {
// dataView: { readOnly: false },
// restore: {},
// saveAsImage: {}
// }
// },
legend: {
data: ['岗位1', '岗位2', '岗位3', '岗位4', '岗位5']
},
series: [
{
name: 'Funnel',
type: 'funnel',
left: '10%',
top: 60,
bottom: 60,
width: '80%',
min: 0,
max: 100,
minSize: '0%',
maxSize: '100%',
sort: 'descending',
gap: 2,
label: {
show: true,
position: 'inside'
},
labelLine: {
length: 10,
lineStyle: {
width: 1,
type: 'solid'
}
},
itemStyle: {
borderColor: '#fff',
borderWidth: 1
},
emphasis: {
label: {
fontSize: 20
}
},
data: [
{ value: 60, name: '岗位3' },
{ value: 40, name: '岗位4' },
{ value: 20, name: '岗位5' },
{ value: 80, name: '岗位2' },
{ value: 100, name: '岗位1' }
]
}
]
};
myChart.setOption(option, true);
}
return (
<>
<Card
title="企业人员分布"
style={{ marginBottom: 16 }}
bodyStyle={{ padding: '12px', height: 250 }}>
<div id='main' style={{ height: '110%', width: '110%' }} ></div>
</Card >
</>
);
};
// 必须导出组件
export default Chartline;

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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';
import Chartfunnel from './components/chartfunnel'
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="企业服务分析" style={{ marginBottom: 24 }}>
<div style={{ marginBottom: 24 }}>
<Space size="middle" wrap>
<Select
value={params.timeDimension}
onChange={handleTimeDimensionChange}
style={{ width: 100 }}
>
<Option value="月"></Option>
<Option value="季度"></Option>
<Option value="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"></Option>
<Option value="招聘增长率"></Option>
</Select>
<Button
type="primary"
onClick={() => {
fetchIndustryData();
fetchAreaData();
}}
loading={industryLoading || areaLoading}
>
</Button>
</Space>
</div>
<Row gutter={[16, 16]}>
<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>
{/* 行业趋势图表 - 全宽显示 */}
{/* 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}>
<Chartfunnel />
</Col>
{/* <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>
{/* 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} lg={24}>
<IndustryTrendCard
loading={industryLoading}
currentIndustryData={currentIndustryData}
config={industryChartConfig}
availableIndustries={availableIndustries}
selectedIndustry={params.selectedIndustry}
onIndustryChange={(value) => setParams((p) => ({ ...p, selectedIndustry: value }))}
/>
</Col>
</Row>
</Card>
</div>
);
};
export default IndustryTrendPage;

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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 `${year}${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 `${year}${quarterMap[quarterNum] || quarterNum}`;
}
const [year, month] = dateStr.split('-');
return `${year}${month}`;
} 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 [];
}
};