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提交 b5a25e0b authored 作者: 王鹏飞's avatar 王鹏飞
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chore: update

上级 28abbff8
全部展开 显示空白字符变更
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正在显示 包含 1042 行增加 和 162 行删除
src/api/base.ts
浏览文件 @ b5a25e0b
差异被折叠。
src/api/data.ts 0 → 100644
浏览文件 @ b5a25e0b
import httpRequest from '@/utils/axios'
// 我的数据集列表
export function getMyList(params?: Partial<{ page: number; 'per-page': number }>) {
return httpRequest.get('/api/resource/bi/v1/data/my/list', { params })
}
// 查看字段详情
export function getMyField() {
return httpRequest.get('/api/resource/bi/v1/data/my/field-detail')
}
// 进度查询
export function getProcessProgress(params: { function_name: string }) {
return httpRequest.get('/api/resource/bi/v1/processing/processing/progress', { params })
}
// 数据可视化组件列表
export function getComponentList(params?: Partial<{ page: number; 'per-page': number; type: string }>) {
return httpRequest.get('/api/resource/bi/v1/reporting/component/list', { params })
}
// 更新数据可视化组件
export function updateComponent(data: { id: string; name: string; type: string; content: string }) {
return httpRequest.post('/api/resource/bi/v1/reporting/component/list', data)
}
// 删除数据可视化组件
export function deleteComponent(data: { id: string }) {
return httpRequest.post('/api/resource/bi/v1/reporting/component/list', data)
}
// 数据可视化组件详情
export function getComponent(params: { id: string }) {
return httpRequest.get('/api/resource/bi/v1/reporting/component/list', { params })
}
src/components/data/ChartWrap.tsx → src/components/chart/ChartWrap.tsx
浏览文件 @ b5a25e0b
import { Button, Card, Flex } from 'antd'
import { ReactNode } from 'react'
import AppList, { AppListProps } from '@/components/AppList'
import { getChartList } from '@/api/base'
import ViewDataButtonModal from '../data/ViewMyDataButtonModal'
import { getComponentList } from '@/api/data'
export default function DataWrap({ title, buttons }: { title: string; buttons: ReactNode; children?: ReactNode }) {
const listOptions: AppListProps = {
fetchApi: async (params) => {
const { data } = await getChartList(params)
const { data } = await getComponentList(params)
return { ...data }
},
columns: [
......@@ -54,7 +55,7 @@ export default function DataWrap({ title, buttons }: { title: string; buttons: R
<Flex wrap gap={10}>
{buttons}
</Flex>
<Button>查看我的数据集</Button>
<ViewDataButtonModal></ViewDataButtonModal>
</Flex>
<AppList {...listOptions} />
</Card>
......
src/components/data/ViewDataButtonModal.tsx
浏览文件 @ b5a25e0b
import { useEffect, useState } from 'react'
import { Button, Flex, Modal } from 'antd'
import axios from 'axios'
import DataRender from './DataRender'
import { read, utils } from 'xlsx'
import { uniqueId } from 'lodash-es'
import axios from 'axios'
import DataRender from './DataRender'
export default function ViewDataButtonModal({ data }: { data: any }) {
const [open, setOpen] = useState(false)
......
src/components/data/ViewMyDataButtonModal.tsx 0 → 100644
浏览文件 @ b5a25e0b
import { useState } from 'react'
import { Button, Flex, Modal } from 'antd'
import { useDataQuery } from '@/hooks/useQuery'
import DataRender from './DataRender'
export default function ViewDataButtonModal() {
const [open, setOpen] = useState(false)
const { data, isPending } = useDataQuery()
const columns: any = data.title.map((item: any) => {
return {
title: item.name,
dataIndex: item.english_name,
align: 'center',
minWidth: 120,
}
})
return (
<>
<Button onClick={() => setOpen(true)}>查看我的数据集</Button>
<Modal title="查看我的数据集" width={'80%'} open={open} footer={null} onCancel={() => setOpen(false)}>
<Flex justify="space-between" style={{ marginBottom: 20 }}>
<div>数据集名称:{data.info?.name}</div>
<div>共计:{data.total}条数据</div>
</Flex>
<DataRender rowKey={'pk_id'} loading={isPending} dataSource={data.list} columns={columns} />
</Modal>
</>
)
}
src/hooks/useQuery.ts
浏览文件 @ b5a25e0b
import { useEffect } from 'react'
import { useEffect, useState } from 'react'
import { useQuery } from '@tanstack/react-query'
import { getUser, getMapList, getMyList, getMyField } from '@/api/base'
import { getUser, getMapList, getMyList, getMyField, getProcessProgress } from '@/api/base'
import { useUserStore } from '@/stores/user'
import { useMapStore } from '@/stores/map'
import axios from 'axios'
import { read, utils } from 'xlsx'
// 用户信息
export function useUserQuery() {
const { setUser } = useUserStore()
......@@ -20,6 +21,7 @@ export function useUserQuery() {
return query
}
// 字典
export function useMapQuery() {
const { setMap } = useMapStore()
......@@ -53,6 +55,7 @@ export function useDataQuery() {
return query
}
// 读取excel文件
export function useExcelQuery(url: string) {
const query = useQuery({
queryKey: ['excel', url],
......@@ -80,6 +83,7 @@ interface DataField {
type: string
}
// 字段
export function useDataFieldQuery() {
const query = useQuery({
queryKey: ['dataFiled'],
......@@ -89,6 +93,51 @@ export function useDataFieldQuery() {
return { data: [] }
},
})
const fields =
query.data?.map((item) => {
return { ...item, label: item.name, value: item.english_name }
}) || []
return query
const getFieldName = (value: string) => {
return fields.find((item) => item.value === value)?.label || value
}
const getFieldNames = (values: string[]) => {
return values.map((value) => getFieldName(value))
}
return { ...query, fields, fieldOptions: fields, getFieldName, getFieldNames }
}
// 进度查询
export function useProcessProgressQuery(params: { function_name: string }) {
const [enabled, setEnabled] = useState(false)
const query = useQuery({
queryKey: ['processProgress', params],
queryFn: () => {
return getProcessProgress(params)
},
select: (res) => res.data,
enabled,
refetchInterval: enabled ? 1000 : false,
})
// 开始轮询的方法
const start = () => {
setEnabled(true)
}
// 结束轮询的方法
const stop = () => {
setEnabled(false)
}
// 组件卸载时清理
useEffect(() => {
return () => {
stop()
}
}, [])
return { ...query, start, stop }
}
src/modules/data/chart/bar/views/Index.tsx
浏览文件 @ b5a25e0b
import { lazy } from 'react'
import ChartWrap from '@/components/data/ChartWrap'
import ChartWrap from '@/components/chart/ChartWrap'
const ButtonModal = lazy(() => import('../components/ButtonModal'))
......
src/modules/data/chart/line/views/Index.tsx
浏览文件 @ b5a25e0b
import ChartWrap from '@/components/data/ChartWrap'
import ChartWrap from '@/components/chart/ChartWrap'
import { Button } from 'antd'
export default function DataProcess() {
......
src/modules/data/chart/pie/views/Index.tsx
浏览文件 @ b5a25e0b
import ChartWrap from '@/components/data/ChartWrap'
import ChartWrap from '@/components/chart/ChartWrap'
import { Button } from 'antd'
export default function DataProcess() {
......
src/modules/data/chart/radar/views/Index.tsx
浏览文件 @ b5a25e0b
import ChartWrap from '@/components/data/ChartWrap'
import ChartWrap from '@/components/chart/ChartWrap'
import { Button } from 'antd'
export default function DataProcess() {
......
src/modules/data/preprocess/error/components/ButtonModal.tsx
浏览文件 @ b5a25e0b
......@@ -27,7 +27,7 @@ export default function ButtonModal() {
})
}
const { data: fields = [] } = useDataFieldQuery()
const { fieldOptions } = useDataFieldQuery()
const [open, setOpen] = useState(false)
useEffect(() => {
......@@ -59,9 +59,9 @@ export default function ButtonModal() {
<Form.Item name="checked" rules={[{ required: true, message: '请选择逻辑错误值字段' }]}>
<Radio.Group>
<Row gutter={[10, 10]}>
{fields.map((item) => (
<Col span={6} key={item.english_name}>
<Radio value={item.name}>{item.name}</Radio>
{fieldOptions.map((item) => (
<Col span={6} key={item.value}>
<Radio value={item.value}>{item.label}</Radio>
</Col>
))}
</Row>
......
src/modules/data/preprocess/max/components/ButtonModal.tsx
浏览文件 @ b5a25e0b
......@@ -27,7 +27,7 @@ export default function ButtonModal() {
})
}
const { data: fields = [] } = useDataFieldQuery()
const { fieldOptions } = useDataFieldQuery()
const [open, setOpen] = useState(false)
useEffect(() => {
......@@ -59,9 +59,9 @@ export default function ButtonModal() {
<Form.Item name="checked" rules={[{ required: true, message: '请选择过大值字段' }]}>
<Radio.Group>
<Row gutter={[10, 10]}>
{fields.map((item) => (
<Col span={6} key={item.english_name}>
<Radio value={item.name}>{item.name}</Radio>
{fieldOptions.map((item) => (
<Col span={6} key={item.value}>
<Radio value={item.value}>{item.label}</Radio>
</Col>
))}
</Row>
......
src/modules/data/preprocess/min/components/ButtonModal.tsx
浏览文件 @ b5a25e0b
......@@ -27,7 +27,7 @@ export default function ButtonModal() {
})
}
const { data: fields = [] } = useDataFieldQuery()
const { fieldOptions } = useDataFieldQuery()
const [open, setOpen] = useState(false)
useEffect(() => {
......@@ -59,9 +59,9 @@ export default function ButtonModal() {
<Form.Item name="checked" rules={[{ required: true, message: '请选择过小值字段' }]}>
<Radio.Group>
<Row gutter={[10, 10]}>
{fields.map((item) => (
<Col span={6} key={item.english_name}>
<Radio value={item.name}>{item.name}</Radio>
{fieldOptions.map((item) => (
<Col span={6} key={item.value}>
<Radio value={item.value}>{item.label}</Radio>
</Col>
))}
</Row>
......
src/modules/data/preprocess/null/api.ts 0 → 100644
浏览文件 @ b5a25e0b
import httpRequest from '@/utils/axios'
import type { ProcessDataParams } from './types'
// 缺省值处理
export function processData(data: ProcessDataParams) {
return httpRequest.post('/api/resource/bi/v1/processing/pre-processing/missing', data)
}
src/modules/data/preprocess/null/components/ButtonModal.tsx
浏览文件 @ b5a25e0b
......@@ -5,6 +5,22 @@ import AppProgressSteps from '@/components/AppProgressSteps'
import { useSearchParams } from 'react-router'
import { useAI } from '@/hooks/useAI'
import prompt from '@/utils/prompt'
import { useProcessData } from '../query'
const actionOptions = [
{ label: '统一规则处理', value: '统一规则处理' },
{ label: '逐个配置规则处理', value: '逐个配置规则处理' },
]
const ruleOptions = [
{ label: '不处理', value: '不处理' },
{ label: 'AI智能填充', value: 'AI智能填充' },
{ label: '删除', value: '删除' },
{ label: '平均值填充', value: '平均值填充' },
{ label: '特殊值填充', value: '特殊值填充' },
{ label: '热卡填充（上）', value: '热卡填充（上）' },
{ label: '热卡填充（下）', value: '热卡填充（下）' },
]
export default function ButtonModal() {
const [searchParams] = useSearchParams()
......@@ -14,13 +30,12 @@ export default function ButtonModal() {
try {
const parse = JSON.parse(message.content)
console.log(parse)
if (parse.results.length) form.setFieldValue('checkedList', parse.results.map((item: any) => item.name) || [])
if (parse.results.length) form.setFieldValue('fields', parse.results.map((item: any) => item.name) || [])
} catch (error) {
console.error(error)
}
},
})
const handleSearch = () => {
post({
response_format: { type: 'json_object' },
......@@ -28,7 +43,7 @@ export default function ButtonModal() {
})
}
const { data: fields = [] } = useDataFieldQuery()
const { fieldOptions, getFieldName, getFieldNames } = useDataFieldQuery()
const [open, setOpen] = useState(false)
useEffect(() => {
......@@ -36,46 +51,48 @@ export default function ButtonModal() {
setOpen(true)
}
}, [searchParams])
const [current, setCurrent] = useState(0)
const [form] = Form.useForm()
const initialValues = {
checkedList: searchParams.get('results')?.split(',') || [],
method: 'unified',
rule: '1',
fields: searchParams.get('results')?.split(',') || [],
action: '统一规则处理',
rule: '不处理',
}
const checkedList: string[] = Form.useWatch('checkedList', form) || []
const method = Form.useWatch('method', form)
const fields: string[] = Form.useWatch('fields', form) || []
const action = Form.useWatch('action', form)
const rule = Form.useWatch('rule', form)
const rules = Form.useWatch('rules', form) || {}
const methodOptions = [
{ label: '统一规则处理', value: 'unified' },
{ label: '逐个配置规则处理', value: 'individual' },
]
const ruleOptions = [
{ label: '不处理', value: '1' },
{ label: 'AI智能填充', value: '2' },
{ label: '删除', value: '3' },
{ label: '平均值填充', value: '4' },
{ label: '特殊值填充', value: '5' },
{ label: '热卡填充（上）', value: '6' },
{ label: '热卡填充（下）', value: '7' },
]
const { mutate, isPending, progress, message } = useProcessData()
// 开始处理
const handleStart = () => {
form.validateFields().then((values) => {
const params = { ...values, fields: values.fields.join(','), rules: JSON.stringify(values.rules) }
mutate(params, {
onSuccess: handleClose,
})
})
}
const [step, setStep] = useState<number>(-1)
// 关闭并重置
const handleClose = () => {
setOpen(false)
setCurrent(0)
form.resetFields()
}
const steps = [
{
title: '请选择缺失值字段',
content: (
<Form.Item name="checkedList">
<Form.Item name="fields">
<Checkbox.Group>
<Row gutter={[10, 10]}>
{fields.map((item) => (
<Col span={6} key={item.english_name}>
<Checkbox value={item.name}>{item.name}</Checkbox>
{fieldOptions.map((item) => (
<Col span={6} key={item.value}>
<Checkbox value={item.value}>{item.label}</Checkbox>
</Col>
))}
</Row>
......@@ -87,18 +104,17 @@ export default function ButtonModal() {
title: '配置处理规则',
content: (
<>
<Form.Item label="缺失值字段处理方法" name="method">
<Radio.Group options={methodOptions} />
<Form.Item label="缺失值字段处理方法" name="action">
<Radio.Group options={actionOptions} />
</Form.Item>
{/* 统一规则处理 */}
{method === 'unified' && (
{action === '统一规则处理' && (
<>
<Form.Item label="缺失值字段处理规则" name="rule">
<Select options={ruleOptions} />
</Form.Item>
{rule === '5' && (
{rule === '特殊值填充' && (
<Form.Item label="请填写特殊值" name="special">
<Input placeholder="请输入" />
</Form.Item>
......@@ -106,16 +122,17 @@ export default function ButtonModal() {
</>
)}
{/* 逐个配置规则处理 */}
{method === 'individual' &&
checkedList.map((field) => (
{action === '逐个配置规则处理' &&
fields.map((field, index) => (
<div key={field} style={{ marginBottom: 10 }}>
<Form.Item label="字段">{field}</Form.Item>
<Form.Item label="缺失值字段处理规则" name={['rules', field, 'rule']}>
<Form.Item label="字段" name={['rules', index, 'field']} initialValue={field}>
<span>{getFieldName(field)}</span>
</Form.Item>
<Form.Item label="缺失值字段处理规则" name={['rules', index, 'rule']}>
<Select options={ruleOptions} />
</Form.Item>
{rules[field]?.rule === '5' && (
<Form.Item label="请填写特殊值" name={['rules', field, 'special']}>
{rules[index]?.rule === '特殊值填充' && (
<Form.Item label="请填写特殊值" name={['rules', index, 'special']}>
<Input placeholder="请输入" />
</Form.Item>
)}
......@@ -129,14 +146,14 @@ export default function ButtonModal() {
title: '处理执行',
content: (
<>
<p>缺失值处理字段：{checkedList.join(', ')}</p>
<p>缺失值处理字段：{getFieldNames(fields).join('、')}</p>
<Flex vertical align="center" style={{ marginTop: '20px' }}>
<Button type="primary" onClick={() => setStep(1)}>
<Button type="primary" loading={isPending} onClick={handleStart}>
开始处理
</Button>
<AppProgressSteps
style={{ margin: '80px' }}
current={step}
current={progress}
items={[
{
title: (
......@@ -164,13 +181,7 @@ export default function ButtonModal() {
处理结果
</>
),
description: (
<>
累计处理XX个字段
<br />
累计处理XX条记录
</>
),
description: <>{message[3]}</>,
},
]}
/>
......@@ -197,12 +208,12 @@ export default function ButtonModal() {
)}
{current > 0 && <Button onClick={() => setCurrent(current - 1)}>上一步</Button>}
{current < steps.length - 1 && (
<Button type="primary" onClick={() => setCurrent(current + 1)} disabled={!checkedList.length}>
<Button type="primary" onClick={() => setCurrent(current + 1)} disabled={!fields.length}>
下一步
</Button>
)}
{current === steps.length - 1 && (
<Button type="primary" onClick={() => setOpen(false)}>
<Button type="primary" disabled={isPending} onClick={handleClose}>
关闭
</Button>
)}
......@@ -210,7 +221,7 @@ export default function ButtonModal() {
}
destroyOnClose
width={800}
onCancel={() => setOpen(false)}>
onCancel={handleClose}>
<div style={{ minHeight: 300, padding: '20px 0' }}>
<Form form={form} labelCol={{ span: 5 }} preserve={false} initialValues={initialValues}>
{steps.map((item, index) => (
......
src/modules/data/preprocess/null/query.ts 0 → 100644
浏览文件 @ b5a25e0b
import { useMutation, useQueryClient } from '@tanstack/react-query'
import { message } from 'antd'
import { processData } from './api'
import type { ProcessDataParams } from './types'
import { useProcessProgressQuery } from '@/hooks/useQuery'
// 处理数据
export function useProcessData() {
const queryClient = useQueryClient()
const { data, start, stop } = useProcessProgressQuery({ function_name: 'missing' })
const query = useMutation({
mutationFn: (data: ProcessDataParams) => {
start()
return processData(data)
},
onSuccess: () => {
stop()
message.success('处理完成')
queryClient.invalidateQueries({ queryKey: ['data'] })
},
})
return { ...query, progress: data?.progress ?? -1, message: data?.message ?? {} }
}
src/modules/data/preprocess/null/types.ts 0 → 100644
浏览文件 @ b5a25e0b
export interface ProcessDataParams {
fields: string
action: string
rules: string
rule: string
specify: string
}
src/modules/data/preprocess/space/components/ButtonModal.tsx
浏览文件 @ b5a25e0b
......@@ -24,7 +24,7 @@ export default function ButtonModal() {
})
}
const { data: fields = [] } = useDataFieldQuery()
const { fieldOptions } = useDataFieldQuery()
const [open, setOpen] = useState(false)
......@@ -53,9 +53,9 @@ export default function ButtonModal() {
<Form.Item name="checked" rules={[{ required: true, message: '请选择数据去空格字段' }]}>
<Radio.Group>
<Row gutter={[10, 10]}>
{fields.map((item) => (
<Col span={6} key={item.english_name}>
<Radio value={item.name}>{item.name}</Radio>
{fieldOptions.map((item) => (
<Col span={6} key={item.value}>
<Radio value={item.value}>{item.label}</Radio>
</Col>
))}
</Row>
......
src/modules/data/preprocess/split/components/ButtonModal.tsx
浏览文件 @ b5a25e0b
......@@ -4,7 +4,7 @@ import { useDataFieldQuery } from '@/hooks/useQuery'
import AppProgressSteps from '@/components/AppProgressSteps'
export default function ButtonModal() {
const { data: fields = [] } = useDataFieldQuery()
const { fieldOptions } = useDataFieldQuery()
const [open, setOpen] = useState(false)
......@@ -34,9 +34,9 @@ export default function ButtonModal() {
<Form.Item name="checked" rules={[{ required: true, message: '请选择数据拆分字段' }]}>
<Radio.Group>
<Row gutter={[10, 10]}>
{fields.map((item) => (
<Col span={6} key={item.english_name}>
<Radio value={item.name}>{item.name}</Radio>
{fieldOptions.map((item) => (
<Col span={6} key={item.value}>
<Radio value={item.value}>{item.label}</Radio>
</Col>
))}
</Row>
......
src/modules/data/preprocess/symbol/components/ButtonModal.tsx
浏览文件 @ b5a25e0b
......@@ -4,7 +4,7 @@ import { useDataFieldQuery } from '@/hooks/useQuery'
import AppProgressSteps from '@/components/AppProgressSteps'
export default function ButtonModal() {
const { data: fields = [] } = useDataFieldQuery()
const { fieldOptions } = useDataFieldQuery()
const [open, setOpen] = useState(false)
......@@ -26,9 +26,9 @@ export default function ButtonModal() {
<Form.Item name="checked" rules={[{ required: true, message: '请选择去标点字段' }]}>
<Radio.Group>
<Row gutter={[10, 10]}>
{fields.map((item) => (
<Col span={6} key={item.english_name}>
<Radio value={item.name}>{item.name}</Radio>
{fieldOptions.map((item) => (
<Col span={6} key={item.value}>
<Radio value={item.value}>{item.label}</Radio>
</Col>
))}
</Row>
......
src/modules/data/process/binning/api.ts 0 → 100644
浏览文件 @ b5a25e0b
import httpRequest from '@/utils/axios'
import type { ProcessDataParams } from './types'
// 数据分箱
export function processData(data: ProcessDataParams) {
return httpRequest.post('/api/resource/bi/v1/processing/processing/binning', data)
}
src/modules/data/process/binning/query.ts 0 → 100644
浏览文件 @ b5a25e0b
import { useMutation, useQueryClient } from '@tanstack/react-query'
import { message } from 'antd'
import { processData } from './api'
import type { ProcessDataParams } from './types'
import { useProcessProgressQuery } from '@/hooks/useQuery'
// 处理数据
export function useProcessData() {
const queryClient = useQueryClient()
const { data, start, stop } = useProcessProgressQuery({ function_name: 'mapping' })
const query = useMutation({
mutationFn: (data: ProcessDataParams) => {
start()
return processData(data)
},
onSuccess: () => {
stop()
message.success('处理完成')
queryClient.invalidateQueries({ queryKey: ['data'] })
},
})
return { ...query, progress: data?.progress ?? -1, message: data?.message ?? {} }
}
src/modules/data/process/binning/types.ts 0 → 100644
浏览文件 @ b5a25e0b
export interface ProcessDataParams {
name: string
english_name: string
field: string
rule: string
action: string
}
src/modules/data/process/date/api.ts 0 → 100644
浏览文件 @ b5a25e0b
import httpRequest from '@/utils/axios'
import type { ProcessDataParams } from './types'
// 数据分箱
export function processData(data: ProcessDataParams) {
return httpRequest.post('/api/resource/bi/v1/processing/processing/anonymization', data)
}
src/modules/data/process/date/components/ButtonModal.tsx 0 → 100644
浏览文件 @ b5a25e0b
import { useState } from 'react'
import { Button, Flex, Modal, Radio, Input, Form, Row, Col, Space, Select } from 'antd'
import { useDataFieldQuery } from '@/hooks/useQuery'
import AppProgressSteps from '@/components/AppProgressSteps'
import { useProcessData } from '../query'
const functionShortcutOptions = [
{
label: '获取“年份”信息',
value: 'YEAR',
demo: '如：“2025年”',
},
// {
// label: '获取“季度”信息',
// value: 'YEAR',
// demo: '如：“一季度”',
// },
// {
// label: '获取“年季度”信息',
// value: 'YEAR',
// demo: '如：“2025年一季度”',
// },
{
label: '获取“月份”信息',
value: 'MONTH',
demo: '如：“3月”',
},
{
label: '获取“年月份”信息',
value: 'DATE',
demo: '如：“2025年3月”',
},
{
label: '获取“周”信息',
value: 'NETWORKDAYS',
demo: '如：“12周”',
},
// {
// label: '获取“年周”信息',
// value: 'YEAR',
// demo: '如：“2025年12周”',
// },
{
label: '获取“日”信息',
value: 'DAY',
demo: '如：“21日”',
},
{
label: '获取“小时”信息',
value: 'HOUR',
demo: '如：“12时”',
},
{
label: '获取“分钟”信息',
value: 'MINUTE',
demo: '如：“21分”',
},
{
label: '获取“秒”信息',
value: 'SECOND',
demo: '如：“18秒”',
},
]
const functionOptions = [
{ label: 'DATE：组合年、月、日为标准日期', value: 'DATE' },
{ label: 'DATEDIF：计算两个日期间的年/月/日差值', value: 'DATEDIF' },
{ label: 'DATEVALUE：将文本日期转换为 Excel 可识别的序列号', value: 'DATEVALUE' },
{ label: 'DAY：提取日期中的“日”部分', value: 'DAY' },
{ label: 'EDATE：返回指定日期之前/之后几个月的日期', value: 'EDATE' },
{ label: 'EMONTH：返回指定日期之前/之后几个月的最后一天', value: 'EMONTH' },
{ label: 'HOUR：提取时间中的“小时”部分', value: 'HOUR' },
{ label: 'MINUTE：提取时间中的“分钟”部分', value: 'MINUTE' },
{ label: 'MONTH：提取日期中的“月”部分', value: 'MONTH' },
{ label: 'NETWORKDAYS：计算两个日期之间的工作日天数（排除周末和节假日）', value: 'NETWORKDAYS' },
{ label: 'NOW：返回当前日期和时间（精确到秒）', value: 'NOW' },
{ label: 'SECOND：提取时间中的“秒”部分', value: 'SECOND' },
{ label: 'TIME：组合时、分、秒为标准时间', value: 'TIME' },
{ label: 'TIMEVALUE：将文本时间转换为小数', value: 'TIMEVALUE' },
{ label: 'TODAY：返回当前系统日期（无参数）', value: 'TODAY' },
{ label: 'WEEKDAY：返回日期对应的星期几（数字形式）', value: 'WEEKDAY' },
{ label: 'WORKDAY：计算指定工作日天数后的日期（跳过周末和节假日）', value: 'WORKDAY' },
{ label: 'YEAR：提取日期中的“年”部分', value: 'YEAR' },
]
export default function ButtonModal() {
const { fieldOptions, getFieldName } = useDataFieldQuery()
const [open, setOpen] = useState(false)
const [current, setCurrent] = useState(0)
const [form] = Form.useForm()
const action = Form.useWatch('action', form)
// 处理下一步按钮逻辑
const handleNext = async () => {
if (current === 0) {
// 第一步验证表单
await form.validateFields(['name', 'english_name'])
} else if (current === 1) {
await form.validateFields()
}
setCurrent(current + 1)
}
const { mutate, isPending, progress, message } = useProcessData()
// 开始处理
const handleStart = () => {
const values = form.getFieldsValue()
const params = { ...values, rules: JSON.stringify(values.rules), action: '固定步长分箱' }
mutate(params, {
onSuccess: handleClose,
})
}
// 关闭并重置
const handleClose = () => {
setOpen(false)
setCurrent(0)
}
// 步骤定义
const steps = [
{
title: '请选择日期计算字段',
content: (
<>
<Form.Item label="日期计算字段名称" name="name" rules={[{ required: true, message: '请输入字段名称' }]}>
<Input placeholder="请输入" />
</Form.Item>
<Form.Item
label="日期计算字段英文名称"
name="english_name"
rules={[{ required: true, message: '请输入英文名称' }]}>
<Input placeholder="请输入" />
</Form.Item>
</>
),
},
{
title: '配置日期计算规则',
content: (
<>
<Form.Item label="请选择日期计算方法" name="action">
<Radio.Group options={['快速日期计算', '日期函数计算']} />
</Form.Item>
{action === '快速日期计算' && (
<>
<Form.Item label="请选择快速日期计算方法" name="function">
<Radio.Group style={{ width: '100%' }}>
{functionShortcutOptions.map((item) => (
<Flex>
<Radio value={item.value}>
<Space key={item.value}>
<p style={{ minWidth: 200 }}>{item.label}</p>
<p style={{ color: '#999' }}>{item.demo}</p>
</Space>
</Radio>
</Flex>
))}
</Radio.Group>
</Form.Item>
</>
)}
{action === '日期函数计算' && (
<>
<Form.Item label="请选择函数" name="function">
<Select options={functionOptions} />
</Form.Item>
<Form.Item label="请输入函数公式">
<Flex gap={10}>
<Form.Item name="content" noStyle>
<Input.TextArea rows={4} />
</Form.Item>
<Button type="primary" style={{ height: 100 }}>
添加字段
</Button>
</Flex>
</Form.Item>
</>
)}
</>
),
},
{
title: '处理执行',
content: (
<>
<Flex vertical align="center" style={{ marginTop: '20px' }}>
<Button type="primary" onClick={handleStart} loading={isPending}>
开始处理
</Button>
<AppProgressSteps
style={{ margin: '80px' }}
current={progress}
items={[
{
title: (
<>
第一步
<br />
新建字段
</>
),
},
{
title: (
<>
第二步
<br />
复制数据
</>
),
},
{
title: (
<>
第三步
<br />
日期计算处理
</>
),
},
{
title: (
<>
第四步
<br />
处理结果
</>
),
description: <>{message[3]}</>,
},
]}
/>
</Flex>
</>
),
},
]
return (
<>
<Button type="primary" onClick={() => setOpen(true)}>
日期计算
</Button>
<Modal
title={steps[current]?.title}
open={open}
footer={
<Flex justify="center" gap={20}>
{current === 1 && action === '日期函数计算' && <Button type="primary">AI智能建议</Button>}
{current > 0 && <Button onClick={() => setCurrent(current - 1)}>上一步</Button>}
{current < steps.length - 1 && (
<Button type="primary" onClick={handleNext}>
下一步
</Button>
)}
{current === steps.length - 1 && (
<Button type="primary" onClick={handleClose} disabled={isPending}>
关闭
</Button>
)}
</Flex>
}
destroyOnClose
width={800}
onCancel={handleClose}>
<div style={{ minHeight: 300, padding: '20px 0' }}>
<Form form={form} labelCol={{ span: 5 }} preserve={false} initialValues={{ action: '快速日期计算' }}>
{steps.map((item, index) => (
<div key={index} hidden={current !== index} style={{ marginTop: '20px' }}>
{item.content}
</div>
))}
</Form>
</div>
</Modal>
</>
)
}
src/modules/data/process/date/query.ts 0 → 100644
浏览文件 @ b5a25e0b
import { useMutation, useQueryClient } from '@tanstack/react-query'
import { message } from 'antd'
import { processData } from './api'
import type { ProcessDataParams } from './types'
import { useProcessProgressQuery } from '@/hooks/useQuery'
// 处理数据
export function useProcessData() {
const queryClient = useQueryClient()
const { data, start, stop } = useProcessProgressQuery({ function_name: 'anonymization' })
const query = useMutation({
mutationFn: (data: ProcessDataParams) => {
start()
return processData(data)
},
onSuccess: () => {
stop()
message.success('处理完成')
queryClient.invalidateQueries({ queryKey: ['data'] })
},
})
return { ...query, progress: data?.progress ?? -1, message: data?.message ?? {} }
}
src/modules/data/process/date/types.ts 0 → 100644
浏览文件 @ b5a25e0b
export interface ProcessDataParams {
name: string
english_name: string
field: string
action: string
function: string
char?: string
sm_fun?: string
start?: string
end?: string
}
src/modules/data/process/date/views/Index.tsx
浏览文件 @ b5a25e0b
import { lazy } from 'react'
import DataWrap from '@/components/data/DataWrap'
import { Button } from 'antd'
const ButtonModal = lazy(() => import('../components/ButtonModal'))
export default function DataProcess() {
return <DataWrap title="数据加工：日期计算" buttons={<Button type="primary">日期计算</Button>}></DataWrap>
return <DataWrap title="数据加工：日期计算" buttons={<ButtonModal />}></DataWrap>
}
src/modules/data/process/desensitization/api.ts 0 → 100644
浏览文件 @ b5a25e0b
import httpRequest from '@/utils/axios'
import type { ProcessDataParams } from './types'
// 数据分箱
export function processData(data: ProcessDataParams) {
return httpRequest.post('/api/resource/bi/v1/processing/processing/anonymization', data)
}
src/modules/data/process/desensitization/query.ts 0 → 100644
浏览文件 @ b5a25e0b
import { useMutation, useQueryClient } from '@tanstack/react-query'
import { message } from 'antd'
import { processData } from './api'
import type { ProcessDataParams } from './types'
import { useProcessProgressQuery } from '@/hooks/useQuery'
// 处理数据
export function useProcessData() {
const queryClient = useQueryClient()
const { data, start, stop } = useProcessProgressQuery({ function_name: 'anonymization' })
const query = useMutation({
mutationFn: (data: ProcessDataParams) => {
start()
return processData(data)
},
onSuccess: () => {
stop()
message.success('处理完成')
queryClient.invalidateQueries({ queryKey: ['data'] })
},
})
return { ...query, progress: data?.progress ?? -1, message: data?.message ?? {} }
}
src/modules/data/process/desensitization/types.ts 0 → 100644
浏览文件 @ b5a25e0b
export interface ProcessDataParams {
name: string
english_name: string
field: string
action: string
function: string
char?: string
sm_fun?: string
start?: string
end?: string
}
src/modules/data/process/desensitization/views/Index.tsx
浏览文件 @ b5a25e0b
import { lazy } from 'react'
import DataWrap from '@/components/data/DataWrap'
import { Button } from 'antd'
const ButtonModal = lazy(() => import('../components/ButtonModal'))
export default function DataProcess() {
return <DataWrap title="数据加工：数据脱敏" buttons={<Button type="primary">数据脱敏</Button>}></DataWrap>
return <DataWrap title="数据加工：数据脱敏" buttons={<ButtonModal />}></DataWrap>
}
src/modules/data/process/group/api.ts 0 → 100644
浏览文件 @ b5a25e0b
import httpRequest from '@/utils/axios'
import type { ProcessDataParams } from './types'
// 数据分箱
export function processData(data: ProcessDataParams) {
return httpRequest.post('/api/resource/bi/v1/processing/processing/grouping', data)
}
src/modules/data/process/group/components/ButtonModal.tsx 0 → 100644
浏览文件 @ b5a25e0b
import { useEffect, useState } from 'react'
import { Button, Flex, Modal, Radio, Input, Form, Row, Col, Select } from 'antd'
import { useDataQuery, useDataFieldQuery } from '@/hooks/useQuery'
import AppProgressSteps from '@/components/AppProgressSteps'
import { useProcessData } from '../query'
import { MinusCircleOutlined } from '@ant-design/icons'
import { uniqBy } from 'lodash-es'
export default function ButtonModal() {
const { data = { list: [] } } = useDataQuery()
const { fieldOptions, getFieldName } = useDataFieldQuery()
// 数字类型字段
const currentFieldOptions = fieldOptions.filter((item) => item.type.includes('VARCHAR'))
const [open, setOpen] = useState(false)
const [current, setCurrent] = useState(0)
const [form] = Form.useForm()
const [dataSource, setDataSource] = useState<{ key: number; label: string; value: string }[]>([])
const field = Form.useWatch('field', form)
const rules = Form.useWatch('rules', form) || []
useEffect(() => {
if (field && data.list?.length) {
const uniqList = uniqBy(data.list, field)
setDataSource(
uniqList.map((item: any, index) => ({
key: index + 1,
label: item[field] || '',
value: item[field] || '',
}))
)
}
}, [field, data.list])
// 处理下一步按钮逻辑
const handleNext = async () => {
if (current === 0) {
// 第一步验证表单
await form.validateFields(['name', 'english_name', 'field'])
} else if (current === 1) {
await form.validateFields()
}
setCurrent(current + 1)
}
const { mutate, isPending, progress, message } = useProcessData()
// 开始处理
const handleStart = () => {
const values = form.getFieldsValue()
const params = {
...values,
rules: JSON.stringify(
values.rules.map((item: any) => {
return {
...item,
fields: item.fields.join(','),
}
})
),
}
mutate(params, {
onSuccess: handleClose,
})
}
// 关闭并重置
const handleClose = () => {
setOpen(false)
setCurrent(0)
}
const [groupName, setGroupName] = useState('')
// 步骤定义
const steps = [
{
title: '请选择数据分组字段',
content: (
<>
<Form.Item label="数据分组字段名称" name="name" rules={[{ required: true, message: '请输入字段名称' }]}>
<Input placeholder="请输入" />
</Form.Item>
<Form.Item
label="数据分组字段英文名称"
name="english_name"
rules={[{ required: true, message: '请输入英文名称' }]}>
<Input placeholder="请输入" />
</Form.Item>
<Form.Item
label="请选择数据分组字段"
name="field"
rules={[{ required: true, message: '请选择数据分组字段' }]}>
<Radio.Group>
<Row gutter={[10, 10]}>
{currentFieldOptions.map((item) => (
<Col span={8} key={item.value}>
<Radio value={item.value}>{item.label}</Radio>
</Col>
))}
</Row>
</Radio.Group>
</Form.Item>
</>
),
},
{
title: '配置数据分组规则',
content: (
<>
<Form.Item label="数据分组操作字段">{getFieldName(field)}</Form.Item>
<Form.List name="rules">
{(fields, { add, remove }) => (
<>
<Form.Item label="数据分组名称">
<Flex gap={10} align="center">
<Input
placeholder="请输入"
value={groupName}
onChange={(e) => setGroupName(e.target.value)}
style={{ width: '60%' }}
/>
<Button
type="primary"
onClick={() => {
if (!groupName) return
add({ name: groupName, fields: [] }) // 添加新分组
setGroupName('')
}}>
添加分组
</Button>
</Flex>
</Form.Item>
{fields.map(({ key, name, ...restField }) => (
<Form.Item {...restField} label={rules[name]?.name} style={{ flex: 1 }} key={key}>
<Flex gap={10}>
<Form.Item name={[name, 'fields']} noStyle>
<Select options={dataSource} mode="multiple" style={{ width: '60%' }} />
</Form.Item>
<MinusCircleOutlined onClick={() => remove(name)} />
</Flex>
</Form.Item>
))}
</>
)}
</Form.List>
</>
),
},
{
title: '处理执行',
content: (
<>
<Flex vertical align="center" style={{ marginTop: '20px' }}>
<Button type="primary" onClick={handleStart} loading={isPending}>
开始处理
</Button>
<AppProgressSteps
style={{ margin: '80px' }}
current={progress}
items={[
{
title: (
<>
第一步
<br />
新建字段
</>
),
},
{
title: (
<>
第二步
<br />
复制数据
</>
),
},
{
title: (
<>
第三步
<br />
数据分组处理
</>
),
},
{
title: (
<>
第四步
<br />
处理结果
</>
),
description: <>{message[3]}</>,
},
]}
/>
</Flex>
</>
),
},
]
return (
<>
<Button type="primary" onClick={() => setOpen(true)}>
数据分组
</Button>
<Modal
title={steps[current]?.title}
open={open}
footer={
<Flex justify="center" gap={20}>
{current === 1 && <Button type="primary">AI智能建议</Button>}
{current > 0 && <Button onClick={() => setCurrent(current - 1)}>上一步</Button>}
{current < steps.length - 1 && (
<Button type="primary" onClick={handleNext}>
下一步
</Button>
)}
{current === steps.length - 1 && (
<Button type="primary" onClick={handleClose} disabled={isPending}>
关闭
</Button>
)}
</Flex>
}
destroyOnClose
width={800}
onCancel={handleClose}>
<div style={{ minHeight: 300, padding: '20px 0' }}>
<Form form={form} labelCol={{ span: 5 }} preserve={false}>
{steps.map((item, index) => (
<div key={index} hidden={current !== index} style={{ marginTop: '20px' }}>
{item.content}
</div>
))}
</Form>
</div>
</Modal>
</>
)
}
src/modules/data/process/group/query.ts 0 → 100644
浏览文件 @ b5a25e0b
import { useMutation, useQueryClient } from '@tanstack/react-query'
import { message } from 'antd'
import { processData } from './api'
import type { ProcessDataParams } from './types'
import { useProcessProgressQuery } from '@/hooks/useQuery'
// 处理数据
export function useProcessData() {
const queryClient = useQueryClient()
const { data, start, stop } = useProcessProgressQuery({ function_name: 'grouping' })
const query = useMutation({
mutationFn: (data: ProcessDataParams) => {
start()
return processData(data)
},
onSuccess: () => {
stop()
message.success('处理完成')
queryClient.invalidateQueries({ queryKey: ['data'] })
},
})
return { ...query, progress: data?.progress ?? -1, message: data?.message ?? {} }
}
src/modules/data/process/group/types.ts 0 → 100644
浏览文件 @ b5a25e0b
export interface ProcessDataParams {
name: string
english_name: string
field: string
rules: string
}
src/modules/data/process/group/views/Index.tsx
浏览文件 @ b5a25e0b
import { lazy } from 'react'
import DataWrap from '@/components/data/DataWrap'
import { Button } from 'antd'
const ButtonModal = lazy(() => import('../components/ButtonModal'))
export default function DataProcess() {
return <DataWrap title="数据加工：数据分组" buttons={<Button type="primary">数据分组</Button>}></DataWrap>
return <DataWrap title="数据加工：数据分组" buttons={<ButtonModal />}></DataWrap>
}
src/modules/data/process/mapping/api.ts 0 → 100644
浏览文件 @ b5a25e0b
import httpRequest from '@/utils/axios'
import type { ProcessDataParams } from './types'
// 值映射
export function processData(data: ProcessDataParams) {
return httpRequest.post('/api/resource/bi/v1/processing/processing/mapping', data)
}
src/modules/data/process/mapping/components/ButtonModal.tsx
浏览文件 @ b5a25e0b
import { useEffect, useState } from 'react'
import { Button, Flex, Modal, Radio, Input, Form, Row, Col, Table, message } from 'antd'
import { Button, Flex, Modal, Radio, Input, Form, Row, Col, Table } from 'antd'
import { useDataQuery, useDataFieldQuery } from '@/hooks/useQuery'
import AppProgressSteps from '@/components/AppProgressSteps'
import { uniqBy } from 'lodash-es'
import { useProcessData } from '../query'
export default function ButtonModal() {
const { data = { list: [] } } = useDataQuery() // 添加默认值防止 data 为 undefined
const { data: fields = [] } = useDataFieldQuery()
const { data = { list: [] } } = useDataQuery()
const { fieldOptions, getFieldName } = useDataFieldQuery()
const [open, setOpen] = useState(false)
const [current, setCurrent] = useState(0)
const [form] = Form.useForm()
const [dataSource, setDataSource] = useState<{ key: number; raw_value: string; mapping_value: string }[]>([])
const [step, setStep] = useState(-1)
const [dataSource, setDataSource] = useState<{ key: number; raw_value: string; new_value: string }[]>([])
// 使用 Form.useWatch 监听表单值变化
const checked = Form.useWatch('checked', form)
const field = Form.useWatch('field', form)
// 当 checked 或 data 变化时更新数据源
useEffect(() => {
if (checked && data.list?.length) {
const uniqList = uniqBy(data.list, checked)
if (field && data.list?.length) {
const uniqList = uniqBy(data.list, field)
setDataSource(
uniqList.map((item: any, index) => ({
key: index + 1,
raw_value: item[checked] || '',
mapping_value: '',
raw_value: item[field] || '',
new_value: '',
}))
)
}
}, [checked, data.list])
}, [field, data.list])
// 处理映射值变化
const handleMappingValueChange = (value: string, key: number) => {
const handleValueChange = (value: string, key: number) => {
setDataSource((prevDataSource) =>
prevDataSource.map((item) => (item.key === key ? { ...item, mapping_value: value } : item))
prevDataSource.map((item) => (item.key === key ? { ...item, new_value: value } : item))
)
}
// 处理下一步按钮逻辑
const handleNext = async () => {
if (current === 0) {
// 第一步验证表单
await form.validateFields(['name', 'english_name', 'field'])
}
setCurrent(current + 1)
}
const { mutate, isPending, progress, message } = useProcessData()
// 开始处理
const handleStart = () => {
setStep(0)
// Simulate processing steps with timeouts
setTimeout(() => {
setStep(1)
setTimeout(() => {
setStep(4)
message.success('数据处理完成！')
}, 1000)
}, 1000)
const values = form.getFieldsValue()
const rule = dataSource.reduce((result, item) => {
return { ...result, [item.raw_value]: item.new_value }
}, {})
const params = { ...values, rule: JSON.stringify(rule) }
mutate(params, {
onSuccess: handleClose,
})
}
// 关闭并重置
const handleClose = () => {
setOpen(false)
setCurrent(0)
}
// 步骤定义
......@@ -65,12 +80,12 @@ export default function ButtonModal() {
rules={[{ required: true, message: '请输入英文名称' }]}>
<Input placeholder="请输入" />
</Form.Item>
<Form.Item label="请选择值映射字段" name="checked" rules={[{ required: true, message: '请选择值映射字段' }]}>
<Form.Item label="请选择值映射字段" name="field" rules={[{ required: true, message: '请选择值映射字段' }]}>
<Radio.Group>
<Row gutter={[10, 10]}>
{fields.map((item) => (
<Col span={8} key={item.english_name}>
<Radio value={item.english_name}>{item.name}</Radio>
{fieldOptions.map((item) => (
<Col span={8} key={item.value}>
<Radio value={item.value}>{item.label}</Radio>
</Col>
))}
</Row>
......@@ -83,7 +98,7 @@ export default function ButtonModal() {
title: '配置值映射规则',
content: (
<>
<Form.Item label="值映射操作字段">{checked}</Form.Item>
<Form.Item label="值映射操作字段">{getFieldName(field)}</Form.Item>
<Form.Item>
<Table
bordered
......@@ -93,12 +108,12 @@ export default function ButtonModal() {
{ title: '原始值', dataIndex: 'raw_value', align: 'center' },
{
title: '映射值',
dataIndex: 'mapping_value',
dataIndex: 'new_value',
align: 'center',
render: (_, record) => (
<Input
value={record.mapping_value}
onChange={(e) => handleMappingValueChange(e.target.value, record.key)}
value={record.new_value}
onChange={(e) => handleValueChange(e.target.value, record.key)}
placeholder="请输入映射值"
/>
),
......@@ -115,12 +130,12 @@ export default function ButtonModal() {
content: (
<>
<Flex vertical align="center" style={{ marginTop: '20px' }}>
<Button type="primary" onClick={handleStart} disabled={step >= 0}>
<Button type="primary" onClick={handleStart} loading={isPending}>
开始处理
</Button>
<AppProgressSteps
style={{ margin: '80px' }}
current={step}
current={progress}
items={[
{
title: (
......@@ -157,13 +172,7 @@ export default function ButtonModal() {
处理结果
</>
),
description: (
<>
累计处理{dataSource.length}个字段
<br />
累计处理{data.list?.length || 0}条记录
</>
),
description: <>{message[3]}</>,
},
]}
/>
......@@ -173,29 +182,6 @@ export default function ButtonModal() {
},
]
// 处理下一步按钮逻辑
const handleNext = async () => {
try {
if (current === 0) {
// 第一步验证表单
await form.validateFields(['name', 'english_name', 'checked'])
}
setCurrent(current + 1)
} catch (error) {
// 表单验证错误处理
console.error('表单验证失败', error)
}
}
// 重置状态
const handleClose = () => {
setOpen(false)
setCurrent(0)
setStep(-1)
form.resetFields()
setDataSource([])
}
return (
<>
<Button type="primary" onClick={() => setOpen(true)}>
......@@ -214,7 +200,7 @@ export default function ButtonModal() {
</Button>
)}
{current === steps.length - 1 && (
<Button type="primary" onClick={handleClose}>
<Button type="primary" onClick={handleClose} disabled={isPending}>
关闭
</Button>
)}
......
src/modules/data/process/mapping/query.ts 0 → 100644
浏览文件 @ b5a25e0b
import { useMutation, useQueryClient } from '@tanstack/react-query'
import { message } from 'antd'
import { processData } from './api'
import type { ProcessDataParams } from './types'
import { useProcessProgressQuery } from '@/hooks/useQuery'
// 处理数据
export function useProcessData() {
const queryClient = useQueryClient()
const { data, start, stop } = useProcessProgressQuery({ function_name: 'mapping' })
const query = useMutation({
mutationFn: (data: ProcessDataParams) => {
start()
return processData(data)
},
onSuccess: () => {
stop()
message.success('处理完成')
queryClient.invalidateQueries({ queryKey: ['data'] })
},
})
return { ...query, progress: data?.progress ?? -1, message: data?.message ?? {} }
}
src/modules/data/process/mapping/types.ts 0 → 100644
浏览文件 @ b5a25e0b
export interface ProcessDataParams {
name: string
english_name: string
field: string
rule: string
}
src/utils/axios.ts
浏览文件 @ b5a25e0b
......@@ -47,13 +47,13 @@ axiosInstance.interceptors.response.use(
},
(error) => {
if (error.response) {
const { status, message } = error.response.data
const { status, message: errorMessage } = error.response.data
// 未登录
if (status === 403) {
location.href = `${import.meta.env.VITE_LOGIN_URL}?rd=${encodeURIComponent(location.href)}`
} else {
message.error(message || error.message)
console.error(`${status}: ${message}`)
message.error(errorMessage || error.message)
console.error(`${status}: ${errorMessage}`)
}
} else {
console.error(error)
......
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