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feat: Implement model management interface with multiple steps for model creation and training

- Added ModelCard component to display model cards with details and actions.
- Introduced UnitSelect component for filtering models based on unit, system, and type.
- Created a data structure for model items to manage model attributes.
- Developed a multi-step form (Step1 to Step5) for model configuration, including parameters, data management, and model training.
- Integrated API calls for fetching model data and saving model configurations.
- Enhanced UI with Ant Design components for better user experience.
- Implemented charting capabilities for visualizing model data.
- Added trash management interface for model deletion.
pull/22/head
CJL6015 8 months ago
parent
commit
6747681b36
  1. 9
      src/api/model/baseModel.ts
  2. 145
      src/views/model/list/CreateModel.vue
  3. 111
      src/views/model/list/ModelCard.vue
  4. 139
      src/views/model/list/UnitSelect.vue
  5. 15
      src/views/model/list/data.tsx
  6. 45
      src/views/model/list/index.vue
  7. 105
      src/views/model/list/step/Step1.vue
  8. 125
      src/views/model/list/step/Step2.vue
  9. 168
      src/views/model/list/step/Step3.vue
  10. 190
      src/views/model/list/step/Step4.vue
  11. 62
      src/views/model/list/step/Step5.vue
  12. 101
      src/views/model/list/step/data.tsx
  13. 108
      src/views/model/train/data.tsx
  14. 231
      src/views/model/train/index.vue
  15. 3
      src/views/model/trash/index.vue

9
src/api/model/baseModel.ts

@ -0,0 +1,9 @@
export interface BasicPageParams {
page: number;
pageSize: number;
}
export interface BasicFetchResult<T> {
items: T[];
total: number;
}

145
src/views/model/list/CreateModel.vue

@ -0,0 +1,145 @@
<template>
<BasicDrawer :isDetail="true" title="新建模型">
<PageWrapper title="新建模型" contentBackground contentClass="p-4">
<div class="step-form-form">
<a-steps :current="current">
<a-step title="填写基本信息" />
<a-step title="目标参数选择" />
<a-step title="边界参数选择" />
<a-step title="相关参数选择" />
<a-step title="完成" />
</a-steps>
</div>
<div class="mt-5">
<Step1 @next="handleStep1Next" v-show="current === 0" />
<Step2
:beforeData="step1Data"
@prev="handleStepPrev"
@next="handleStep2Next"
v-show="current === 1"
v-if="initStep2"
/>
<Step3
:beforeData="step2Data"
@prev="handleStepPrev"
@next="handleStep3Next"
v-show="current === 2"
v-if="initStep3"
/>
<Step4
:beforeData="step3Data"
:systemId="systemId"
@prev="handleStepPrev"
@next="handleStep4Next"
v-show="current === 3"
v-if="initStep4"
/>
<Step5 :modelId="step4Data" v-show="current === 4" @redo="handleRedo" v-if="initStep5" />
</div>
</PageWrapper>
</BasicDrawer>
</template>
<script lang="ts">
import { defineComponent, ref, reactive, toRefs } from 'vue';
import { BasicDrawer } from '/@/components/Drawer';
import { PageWrapper } from '/@/components/Page';
import { Steps } from 'ant-design-vue';
import Step1 from './step/Step1.vue';
import Step2 from './step/Step2.vue';
import Step3 from './step/Step3.vue';
import Step4 from './step/Step4.vue';
import Step5 from './step/Step5.vue';
export default defineComponent({
components: {
Step1,
Step2,
Step3,
Step4,
Step5,
BasicDrawer,
PageWrapper,
[Steps.name]: Steps,
[Steps.Step.name]: Steps.Step,
},
props: {
systemId: {
type: Number,
},
},
setup() {
const current = ref(0);
const step1Data = ref(null);
const step2Data = ref(null);
const step3Data = ref(null);
const step4Data = ref(null);
const state = reactive({
initStep2: false,
initStep3: false,
initStep4: false,
initStep5: false,
});
function handleStep1Next(step1Values: any) {
current.value++;
console.log(step1Values);
step1Data.value = step1Values;
state.initStep2 = true;
}
function handleStepPrev() {
current.value--;
}
function handleStep2Next(step2Values: any) {
current.value++;
step2Data.value = step2Values;
console.log(step2Values);
state.initStep3 = true;
}
function handleStep3Next(step3Values: any) {
current.value++;
step3Data.value = step3Values;
console.log(step3Values);
state.initStep4 = true;
}
function handleStep4Next(step4Values: any) {
current.value++;
step4Data.value = step4Values;
console.log(step4Values);
state.initStep5 = true;
}
function handleRedo() {
current.value = 0;
state.initStep2 = false;
state.initStep3 = false;
state.initStep4 = false;
state.initStep5 = false;
}
return {
step1Data,
step2Data,
step3Data,
step4Data,
current,
handleRedo,
handleStepPrev,
handleStep1Next,
handleStep2Next,
handleStep3Next,
handleStep4Next,
...toRefs(state),
};
},
});
</script>
<style lang="less" scoped>
.step-form-content {
padding: 24px;
background-color: @component-background;
}
.step-form-form {
width: 750px;
margin: 0 auto;
}
</style>

111
src/views/model/list/ModelCard.vue

@ -0,0 +1,111 @@
<template>
<div class="grid md:grid-cols-4 gap-4">
<template v-for="item in modelCardList" :key="item.title">
<Card
size="small"
:loading="loading"
:title="item.title"
:hoverable="true"
:bodyStyle="item.bodyStyle"
:headStyle="item.headStyle"
@click="changeModel(item.id)"
>
<template #extra>
<Icon :icon="item.icon" :size="30" color="white" />
</template>
<div class="p-2 px-5 grid md:grid-cols-3">
<span>创建人: {{ item.creator }}</span
><span>创建时间: {{ item.creator }}</span
><span>模型状态: {{ item.status }}</span>
</div>
</Card>
</template>
<Card size="small" class="icon-card" @click="openDrawer(true)" :hoverable="true"
><Icon icon="ic:sharp-add" :size="80" color="#a7a9a7"
/></Card>
</div>
<CreateModel @register="registerDraw" :systemId="systemId" />
</template>
<script lang="ts" setup>
import Icon from '@/components/Icon/Icon.vue';
import { Card } from 'ant-design-vue';
import { ModelItem } from './data';
import { modelCardListApi } from '/@/api/benchmark/models';
import { ModelQueryParams } from '/@/api/benchmark/model/models';
import { watch, ref, PropType } from 'vue';
import { useGo } from '/@/hooks/web/usePage';
import CreateModel from './CreateModel.vue';
import { useDrawer } from '/@/components/Drawer';
const [registerDraw, { openDrawer }] = useDrawer();
const props = defineProps({
loading: {
type: Boolean,
},
selectData: {
type: Object as PropType<Record<string, any> | null | undefined>,
},
systemId: {
type: Number,
},
});
//
const go = useGo();
const changeModel = (id) => {
go(`/model/train/${id}`);
};
const modelCardList = ref<Array<ModelItem>>([]);
const colors = ['#8dc63f', '#dbb09e'];
const statusStr = ['未下装', '已下装'];
const icons = ['material-symbols:lock-open-right-outline', 'material-symbols:lock-outline'];
watch(
() => props.selectData,
async (value) => {
const queryParams: ModelQueryParams = {
unitId: value?.unit,
typeId: value?.type,
systemId: value?.system,
name: value?.name,
};
const modelList = await modelCardListApi(queryParams);
const cardList: ModelItem[] = [];
for (const modelCard of modelList) {
// modelCard.status = 0;
const card: ModelItem = {
id: modelCard.id,
title: modelCard.name,
icon: icons[modelCard.status],
value: 1,
total: 1,
color: colors[modelCard.status],
status: statusStr[modelCard.status],
creator: modelCard.creatName,
description: modelCard.name,
headStyle: {
backgroundColor: colors[modelCard.status],
fontSize: '20px',
},
bodyStyle: {
borderColor: colors[modelCard.status],
borderWidth: '1px',
},
};
cardList.push(card);
}
modelCardList.value = cardList;
},
);
</script>
<style>
.icon-card {
display: flex;
align-items: center;
justify-content: center;
background-color: #f2f2f2;
}
</style>

139
src/views/model/list/UnitSelect.vue

@ -0,0 +1,139 @@
<template>
<a-form layout="inline" :model="formData" :label-col="labelCol" @finish="submitForm">
<a-col :md="5">
<a-form-item label="机组" name="unit">
<a-select
v-model:value="formData.unit"
style="width: 100%"
@change="onUnitChange"
:options="unitData.map((unit) => ({ value: unit.id, label: unit.name }))"
/>
</a-form-item>
</a-col>
<a-col :md="5">
<a-form-item label="系统" name="type">
<a-select
v-model:value="formData.type"
style="width: 100%"
@change="onTypeChange"
:options="typeData.map((type) => ({ value: type.id, label: type.name }))"
/>
</a-form-item>
</a-col>
<a-col :md="5">
<a-form-item label="子系统" name="system">
<a-select
v-model:value="formData.system"
style="width: 100%"
:options="systemData.map((system) => ({ value: system.id, label: system.name }))"
/>
</a-form-item>
</a-col>
<a-col :md="5">
<a-form-item name="name">
<a-input v-model:value="formData.name" style="width: 100%" />
</a-form-item>
</a-col>
<a-col :md="3">
<a-form-item>
<a-button type="primary" html-type="submit">查询</a-button>
</a-form-item>
</a-col>
</a-form>
<a-divider />
</template>
<script lang="ts">
import { ref, onMounted } from 'vue';
import { Form, Select, Button, Col, Divider } from 'ant-design-vue';
import { optionListApi, subSystemListApi } from '/@/api/benchmark/select';
import { systemSelectParams, OptionsItem } from '/@/api/benchmark/model/optionsModel';
export default {
components: {
AFormItem: Form.Item,
AForm: Form,
ASelect: Select,
AButton: Button,
ACol: Col,
ADivider: Divider,
},
emits: ['optionSelected'],
setup(props, context) {
let unitData = ref<OptionsItem[]>([]);
let typeData = ref<OptionsItem[]>([]);
let systemData = ref<OptionsItem[]>([]);
const formData = ref({
unit: -1,
type: -1,
system: -1,
name: null,
});
onMounted(async () => {
const optionList = await optionListApi();
unitData.value = optionList.units;
typeData.value = optionList.types;
systemData.value = optionList.systems;
formData.value = {
unit: unitData.value[0].id,
type: typeData.value[0].id,
system: systemData.value[0].id,
name: null,
};
if (unitData.value.length > 0) {
formData.value.unit = unitData.value[0].id;
}
if (typeData.value.length > 0) {
formData.value.type = typeData.value[0].id;
}
if (systemData.value.length > 0) {
formData.value.system = systemData.value[0].id;
}
});
//
context.emit('optionSelected', formData.value);
//
const submitForm = (values) => {
context.emit('optionSelected', values);
};
const onFinishFailed = (errorInfo: any) => {
console.log('Failed:', errorInfo);
};
const labelCol = { style: { width: '80px' } };
//
const onUnitChange = async (_value) => {
const param: systemSelectParams = {
unitId: formData.value.unit,
typeId: typeData.value[0].id,
};
systemData.value = await subSystemListApi(param);
formData.value.system = systemData.value[0].id;
formData.value.type = typeData.value[0].id;
};
//
const onTypeChange = async (_value) => {
const param: systemSelectParams = {
unitId: formData.value.unit,
typeId: formData.value.type,
};
systemData.value = await subSystemListApi(param);
formData.value.system = systemData.value[0].id;
};
return {
formData,
unitData,
typeData,
systemData,
submitForm,
onFinishFailed,
labelCol,
onUnitChange,
onTypeChange,
};
},
};
</script>

15
src/views/model/list/data.tsx

@ -0,0 +1,15 @@
import { CSSProperties } from 'vue';
export interface ModelItem {
id: number;
icon: string;
title: string;
value: number;
total: number;
color: string;
status: string;
creator: string;
description: string;
headStyle: CSSProperties;
bodyStyle: CSSProperties;
}

45
src/views/model/list/index.vue

@ -0,0 +1,45 @@
<template>
<PageWrapper contentFullHeight>
<a-card>
<UnitSelect @option-selected="handleOptionSelected" />
<ModelCard :loading="loading" :systemId="systemId" :selectData="selectData" class="enter-y" />
</a-card>
</PageWrapper>
</template>
<script lang="ts">
import { defineComponent, ref } from 'vue';
import { PageWrapper } from '/@/components/Page';
import ModelCard from './ModelCard.vue';
import UnitSelect from './UnitSelect.vue';
import { Card } from 'ant-design-vue';
const loading = ref(true);
const selectData = ref(null);
const systemId = ref(null);
const handleOptionSelected = (values) => {
selectData.value = values;
systemId.value = values['system'];
};
setTimeout(() => {
loading.value = false;
}, 1500);
export default defineComponent({
components: {
PageWrapper,
ModelCard,
UnitSelect,
ACard: Card,
},
setup() {
return {
loading,
handleOptionSelected,
selectData,
systemId,
};
},
});
</script>

105
src/views/model/list/step/Step1.vue

@ -0,0 +1,105 @@
<template>
<div class="step1">
<div class="step1-form">
<BasicForm @register="register" />
</div>
<a-divider />
<h3>说明</h3>
<h4>建模参数</h4>
<p>
如果需要可以放建模信息说明. 如果需要可以放建模信息说明. 如果需要可以放建模信息说明.
如果需要可以放建模信息说明. 如果需要可以放建模信息说明. 如果需要可以放建模信息说明.
</p>
<h4>滑动窗参数</h4>
<p>
如果需要可以放建模信息说明. 如果需要可以放建模信息说明. 如果需要可以放建模信息说明.
如果需要可以放建模信息说明. 如果需要可以放建模信息说明. 如果需要可以放建模信息说明.
</p>
</div>
</template>
<script lang="ts">
import { defineComponent } from 'vue';
import { BasicForm, useForm } from '/@/components/Form';
import { step1Schemas } from './data';
import { Select, Input, Divider } from 'ant-design-vue';
export default defineComponent({
components: {
BasicForm,
[Select.name]: Select,
[Input.name]: Input,
[Input.Group.name]: Input.Group,
[Divider.name]: Divider,
},
emits: ['next'],
setup(_, { emit }) {
const [register, { validate }] = useForm({
labelWidth: 100,
schemas: step1Schemas,
actionColOptions: {
span: 14,
},
showResetButton: true,
submitButtonOptions: {
text: '下一步',
},
submitFunc: customSubmitFunc,
});
async function customSubmitFunc() {
try {
const values = await validate();
const modelInfo = {
modelName: values.modelName,
movingWindows: {
movingSpeed: values.movingSpeed,
samplingInterval: values.samplingInterval,
windowLength: values.windowLength,
},
condition: null,
};
emit('next', modelInfo);
} catch (error) {
//
}
}
return { register };
},
});
</script>
<style lang="less" scoped>
.step1 {
&-form {
width: 450px;
margin: 0 auto;
}
h3 {
margin: 0 0 12px;
color: @text-color;
font-size: 16px;
line-height: 32px;
}
h4 {
margin: 0 0 4px;
color: @text-color;
font-size: 14px;
line-height: 22px;
}
p {
color: @text-color;
}
}
.pay-select {
width: 20%;
}
.pay-input {
width: 70%;
}
</style>

125
src/views/model/list/step/Step2.vue

@ -0,0 +1,125 @@
<template>
<div class="step2">
<a-alert message="选择系统测点作为模型输出。" show-icon />
<a-descriptions :column="2" class="mt-5">
<a-descriptions-item label="模型名称"> {{ beforeData.modelName }} </a-descriptions-item>
<a-descriptions-item label="目标参数名称"> {{ beforeData.targetName }} </a-descriptions-item>
<a-descriptions-item label="滑动窗速度">
{{ beforeData.movingWindows.movingSpeed }}
</a-descriptions-item>
<a-descriptions-item label="滑动窗长度">
{{ beforeData.movingWindows.windowLength }}
</a-descriptions-item>
<a-descriptions-item label="取样间隔">
{{ beforeData.movingWindows.samplingInterval }}
</a-descriptions-item>
</a-descriptions>
<a-divider />
<BasicForm @register="register">
<template #remoteSearch="{ model, field }">
<ApiSelect
:api="pointListApi"
showSearch
v-model:value="model[field]"
:filterOption="false"
resultField="list"
labelField="name"
valueField="id"
:params="searchParams"
@search="onSearch"
/> </template
></BasicForm>
</div>
</template>
<script lang="ts">
import { defineComponent, computed, unref, ref, PropType, toRaw } from 'vue';
import { BasicForm, useForm, ApiSelect } from '/@/components/Form';
import { step2Schemas } from './data';
import { Alert, Divider, Descriptions } from 'ant-design-vue';
import { pointListApi } from '/@/api/benchmark/select';
import { type Recordable } from '@vben/types';
import { useDebounceFn } from '@vueuse/core';
export default defineComponent({
components: {
BasicForm,
ApiSelect,
[Alert.name]: Alert,
[Divider.name]: Divider,
[Descriptions.name]: Descriptions,
[Descriptions.Item.name]: Descriptions.Item,
},
props: {
beforeData: {
type: Object as PropType<Record<string, any> | null | undefined>,
},
},
emits: ['next', 'prev'],
setup(props, { emit }) {
const [register, { validate, _setProps }] = useForm({
labelWidth: 100,
schemas: step2Schemas,
actionColOptions: {
span: 14,
},
resetButtonOptions: {
text: '上一步',
},
submitButtonOptions: {
text: '下一步',
},
resetFunc: customResetFunc,
submitFunc: customSubmitFunc,
});
async function customResetFunc() {
emit('prev');
}
async function customSubmitFunc() {
try {
const values = await validate();
const target = values['targetPoint'].split('|');
const targetParameter = {
description: target[0],
targetPoint: target[1],
unit: target[2],
upperlimit: target[3],
lowerlimit: target[4],
};
const modelInfo = toRaw(props.beforeData);
modelInfo['targetParameter'] = targetParameter;
emit('next', modelInfo);
} catch (error) {
console.error(error);
}
}
const keyword = ref<string>('');
const searchParams = computed<Recordable>(() => {
return { keyword: unref(keyword) };
});
function onSearch(value: string) {
keyword.value = value;
}
return {
register,
pointListApi,
onSearch: useDebounceFn(onSearch, 300),
searchParams,
handleReset: () => {
keyword.value = '';
},
};
},
});
</script>
<style lang="less" scoped>
.step2 {
width: 450px;
margin: 0 auto;
}
</style>

168
src/views/model/list/step/Step3.vue

@ -0,0 +1,168 @@
<template>
<div class="step3">
<a-alert message="选择系统测点作为模型输出。" show-icon />
<a-descriptions :column="1" class="mt-5">
<a-descriptions-item label="模型名称"> 测试模型 </a-descriptions-item>
<a-descriptions-item label="目标参数名称"> 送风机电流 </a-descriptions-item>
<a-descriptions-item label="滑动窗速度"> 600 </a-descriptions-item>
<a-descriptions-item label="滑动窗长度"> 120 </a-descriptions-item>
<a-descriptions-item label="取样间隔"> 30 </a-descriptions-item>
</a-descriptions>
<a-divider />
<BasicForm @register="register">
<template #remoteSearch="{ model, field }">
<ApiSelect
:api="pointListApi"
showSearch
v-model:value="model[field]"
:filterOption="false"
resultField="list"
labelField="name"
valueField="id"
:params="searchParams"
@search="onSearch"
/>
</template>
<template #add="{ field }">
<Button v-if="Number(field) === 0" @click="add">+</Button>
<Button v-if="field > 0" @click="del(field)">-</Button>
</template></BasicForm
>
</div>
</template>
<script lang="ts">
import { defineComponent, ref, computed, unref, PropType, toRaw } from 'vue';
import { BasicForm, useForm, ApiSelect } from '/@/components/Form';
import { step3Schemas } from './data';
import { Alert, Divider, Descriptions } from 'ant-design-vue';
import { Button } from '/@/components/Button';
import { pointListApi } from '/@/api/benchmark/select';
import { type Recordable } from '@vben/types';
import { useDebounceFn } from '@vueuse/core';
export default defineComponent({
components: {
Button,
BasicForm,
ApiSelect,
[Alert.name]: Alert,
[Divider.name]: Divider,
[Descriptions.name]: Descriptions,
[Descriptions.Item.name]: Descriptions.Item,
},
props: {
beforeData: {
type: Object as PropType<Record<string, any> | null | undefined>,
},
},
emits: ['next', 'prev'],
setup(props, { emit }) {
const [register, { appendSchemaByField, removeSchemaByField, validate, _props }] = useForm({
labelWidth: 100,
schemas: step3Schemas,
actionColOptions: {
span: 14,
},
resetButtonOptions: {
text: '上一步',
},
submitButtonOptions: {
text: '下一步',
},
resetFunc: customResetFunc,
submitFunc: customSubmitFunc,
});
const n = ref(1);
function add() {
appendSchemaByField(
[
{
field: `point${n.value}`,
component: 'Input',
label: '边界参数' + n.value,
required: true,
slot: 'remoteSearch',
colProps: {
span: 16,
},
},
{
field: `${n.value}`,
component: 'Input',
label: ' ',
slot: 'add',
colProps: {
span: 2,
},
},
],
'',
);
n.value++;
}
function del(field) {
removeSchemaByField([`point${field}`, `${field}`]);
n.value--;
}
async function customResetFunc() {
emit('prev');
}
async function customSubmitFunc() {
try {
const values = await validate();
const boundaryParameter = [];
for (const key in values) {
if (key.startsWith('point')) {
const point = values[key].split('|');
const p = {
description: point[0],
targetPoint: point[1],
unit: point[2],
upperlimit: point[3],
lowerlimit: point[4],
};
boundaryParameter.push(p);
}
}
console.log(props.beforeData);
const modelInfo = toRaw(props.beforeData);
modelInfo['boundaryParameter'] = boundaryParameter;
emit('next', modelInfo);
} catch (error) {
console.error(error);
}
}
const keyword = ref<string>('');
const searchParams = computed<Recordable>(() => {
return { keyword: unref(keyword) };
});
function onSearch(value: string) {
keyword.value = value;
}
return {
register,
del,
add,
onSearch: useDebounceFn(onSearch, 300),
searchParams,
pointListApi,
handleReset: () => {
keyword.value = '';
},
};
},
});
</script>
<style lang="less" scoped>
.step3 {
width: 450px;
margin: 0 auto;
}
</style>

190
src/views/model/list/step/Step4.vue

@ -0,0 +1,190 @@
<template>
<div class="step4">
<a-alert message="选择系统测点作为模型输出。" show-icon />
<a-descriptions :column="1" class="mt-5">
<a-descriptions-item label="模型名称"> 测试模型 </a-descriptions-item>
<a-descriptions-item label="目标参数名称"> 送风机电流 </a-descriptions-item>
<a-descriptions-item label="滑动窗速度"> 600 </a-descriptions-item>
<a-descriptions-item label="滑动窗长度"> 120 </a-descriptions-item>
<a-descriptions-item label="取样间隔"> 30 </a-descriptions-item>
</a-descriptions>
<a-divider />
<BasicForm @register="register">
<template #remoteSearch="{ model, field }">
<ApiSelect
:api="pointListApi"
showSearch
v-model:value="model[field]"
:filterOption="false"
resultField="list"
labelField="name"
valueField="id"
:params="searchParams"
@search="onSearch"
/>
</template>
<template #add="{ field }">
<Button v-if="Number(field) === 0" @click="add">+</Button>
<Button v-if="field > 0" @click="del(field)">-</Button>
</template></BasicForm
>
</div>
</template>
<script lang="ts">
import { defineComponent, ref, computed, unref, PropType, toRaw } from 'vue';
import { BasicForm, useForm, ApiSelect } from '/@/components/Form';
import { step4Schemas } from './data';
import { Alert, Divider, Descriptions } from 'ant-design-vue';
import { Button } from '/@/components/Button';
import { pointListApi } from '/@/api/benchmark/select';
import { modelSaveApi } from '/@/api/benchmark/models';
import { type Recordable } from '@vben/types';
import { useDebounceFn } from '@vueuse/core';
export default defineComponent({
components: {
Button,
BasicForm,
ApiSelect,
[Alert.name]: Alert,
[Divider.name]: Divider,
[Descriptions.name]: Descriptions,
[Descriptions.Item.name]: Descriptions.Item,
},
props: {
beforeData: {
type: Object as PropType<Record<string, any> | null | undefined>,
},
systemId: {
type: Number,
},
},
emits: ['next', 'prev'],
setup(props, { emit }) {
const [register, { appendSchemaByField, removeSchemaByField, validate, setProps }] = useForm({
labelWidth: 100,
schemas: step4Schemas,
actionColOptions: {
span: 14,
},
resetButtonOptions: {
text: '上一步',
},
submitButtonOptions: {
text: '创建模型',
},
resetFunc: customResetFunc,
submitFunc: customSubmitFunc,
});
const n = ref(1);
function add() {
appendSchemaByField(
[
{
field: `point${n.value}`,
component: 'Input',
label: '边界参数' + n.value,
required: true,
slot: 'remoteSearch',
colProps: {
span: 16,
},
},
{
field: `${n.value}`,
component: 'Input',
label: ' ',
slot: 'add',
colProps: {
span: 2,
},
},
],
'',
);
n.value++;
}
function del(field) {
removeSchemaByField([`point${field}`, `${field}`]);
n.value--;
}
async function customResetFunc() {
emit('prev');
}
async function customSubmitFunc() {
try {
const values = await validate();
const relationParameter = [];
for (const key in values) {
if (key.startsWith('point')) {
const point = values[key].split('|');
const p = {
description: point[0],
targetPoint: point[1],
unit: point[2],
upperlimit: point[3],
lowerlimit: point[4],
};
relationParameter.push(p);
}
}
const systemId = props.systemId;
const modelInfo = toRaw(props.beforeData);
modelInfo['relationParameter'] = relationParameter;
console.log(modelInfo);
const model = {
systemId: systemId,
modelInfo: modelInfo,
};
const modelId = await modelSaveApi(model);
setProps({
submitButtonOptions: {
loading: true,
},
});
setTimeout(() => {
setProps({
submitButtonOptions: {
loading: false,
},
});
emit('next', modelId);
}, 1500);
} catch (error) {
console.error(error);
}
}
const keyword = ref<string>('');
const searchParams = computed<Recordable>(() => {
return { keyword: unref(keyword) };
});
function onSearch(value: string) {
keyword.value = value;
}
return {
register,
del,
add,
onSearch: useDebounceFn(onSearch, 300),
searchParams,
pointListApi,
handleReset: () => {
keyword.value = '';
},
};
},
});
</script>
<style lang="less" scoped>
.step4 {
width: 450px;
margin: 0 auto;
}
</style>

62
src/views/model/list/step/Step5.vue

@ -0,0 +1,62 @@
<template>
<div class="step5">
<a-result status="success" title="新建成功" sub-title="可查看模型进行编辑">
<template #extra>
<a-button type="primary" @click="redo"> 再建一个 </a-button>
<a-button @click="goTrain"> 查看模型 </a-button>
</template>
</a-result>
<div class="desc-wrap">
<a-descriptions :column="1" class="mt-5">
<a-descriptions-item label="模型名称"> 测试模型 </a-descriptions-item>
<a-descriptions-item label="目标参数名称"> 送风机电流 </a-descriptions-item>
<a-descriptions-item label="滑动窗速度"> 600 </a-descriptions-item>
<a-descriptions-item label="滑动窗长度"> 120 </a-descriptions-item>
<a-descriptions-item label="取样间隔"> 30 </a-descriptions-item>
</a-descriptions>
</div>
</div>
</template>
<script lang="ts">
import { defineComponent } from 'vue';
import { Result, Descriptions } from 'ant-design-vue';
import { useGo } from '/@/hooks/web/usePage';
export default defineComponent({
components: {
[Result.name]: Result,
[Descriptions.name]: Descriptions,
[Descriptions.Item.name]: Descriptions.Item,
},
props: {
modelId: {
type: Number,
},
},
emits: ['redo'],
setup(props, { emit }) {
const go = useGo();
const goTrain = () => {
go(`/model/train/${props.modelId}`);
};
return {
redo: () => {
emit('redo');
},
goTrain,
};
},
});
</script>
<style lang="less" scoped>
.step5 {
width: 600px;
margin: 0 auto;
}
.desc-wrap {
margin-top: 24px;
padding: 24px 40px;
background-color: @background-color-light;
}
</style>

101
src/views/model/list/step/data.tsx

@ -0,0 +1,101 @@
import { FormSchema } from '/@/components/Form';
export const step1Schemas: FormSchema[] = [
{
field: 'modelName',
component: 'Input',
label: '模型名称',
required: true,
defaultValue: '',
colProps: {
span: 24,
},
},
{
field: 'targetName',
component: 'Input',
label: '目标参数名称',
required: true,
colProps: {
span: 24,
},
},
{
field: 'movingSpeed',
component: 'InputNumber',
label: '滑动窗速度',
defaultValue: 600,
required: true,
},
{
field: 'windowLength',
component: 'InputNumber',
label: '滑动窗长度',
required: true,
defaultValue: 120,
},
{
field: 'samplingInterval',
component: 'InputNumber',
label: '取样间隔',
required: true,
defaultValue: 30,
},
];
export const step2Schemas: FormSchema[] = [
{
field: 'targetPoint',
component: 'Input',
label: '目标参数',
helpMessage: ['输入关键词搜索点号'],
required: true,
slot: 'remoteSearch',
colProps: {
span: 24,
},
},
];
export const step3Schemas: FormSchema[] = [
{
field: 'point0',
component: 'Input',
label: '边界参数1',
required: true,
slot: 'remoteSearch',
colProps: {
span: 16,
},
},
{
field: '0',
component: 'Input',
label: ' ',
slot: 'add',
colProps: {
span: 2,
},
},
];
export const step4Schemas: FormSchema[] = [
{
field: 'point0',
component: 'Input',
label: '相关参数1',
required: true,
slot: 'remoteSearch',
colProps: {
span: 16,
},
},
{
field: '0',
component: 'Input',
label: ' ',
slot: 'add',
colProps: {
span: 2,
},
},
];

108
src/views/model/train/data.tsx

@ -0,0 +1,108 @@
import { BasicColumn } from '/@/components/Table/src/types/table';
export const targetTableSchema: BasicColumn[] = [
{
title: '描述',
width: 150,
dataIndex: 'description',
edit: true,
},
{
title: '点号',
width: 150,
dataIndex: 'targetPoint',
},
{
title: '单位',
width: 150,
dataIndex: 'unit',
edit: true,
},
{
title: '上限 ',
width: 150,
dataIndex: 'upperlimit',
edit: true,
},
{
title: '下限',
width: 150,
dataIndex: 'lowerlimit',
edit: true,
},
{
title: '时实值',
width: 150,
dataIndex: 'realTimeValue',
},
];
export const boundaryTableSchema: BasicColumn[] = [
{
title: '描述',
width: 150,
dataIndex: 'description',
edit: true,
},
{
title: '点号',
width: 150,
dataIndex: 'targetPoint',
},
{
title: '单位',
width: 150,
dataIndex: 'unit',
edit: true,
},
{
title: '上限 ',
width: 150,
dataIndex: 'upperlimit',
edit: true,
},
{
title: '下限',
width: 150,
dataIndex: 'lowerlimit',
edit: true,
},
{
title: '网格数',
width: 150,
dataIndex: 'gridNumber',
edit: true,
},
];
export const relationTableSchema: BasicColumn[] = [
{
title: '描述',
width: 150,
dataIndex: 'description',
edit: true,
},
{
title: '点号',
width: 150,
dataIndex: 'targetPoint',
},
{
title: '单位',
width: 150,
dataIndex: 'unit',
edit: true,
},
{
title: '上限 ',
width: 150,
dataIndex: 'upperlimit',
edit: true,
},
{
title: '下限',
width: 150,
dataIndex: 'lowerlimit',
edit: true,
},
];

231
src/views/model/train/index.vue

@ -0,0 +1,231 @@
<template>
<PageWrapper contentBackground>
<template #footer>
<a-tabs v-model:activeKey="activeKey">
<a-tab-pane key="1" tab="参数配置" />
<a-tab-pane key="2" tab="数据管理" />
<a-tab-pane key="3" tab="模型训练" />
<a-tab-pane key="4" tab="模型评估" />
</a-tabs>
</template>
<div v-show="activeKey === '1'">
<a-card title="模型信息" :bordered="false">
<template #extra>
<a-button> 下装 </a-button>
<a-button type="primary" style="margin-left: 6px"> 修改模型 </a-button>
</template>
<a-descriptions size="small" :column="2" bordered>
<a-descriptions-item label="模型名称"> {{ model?.modelName }} </a-descriptions-item>
<a-descriptions-item label="创建人"> {{ model?.createName }}</a-descriptions-item>
<a-descriptions-item label="创建时间"> {{ model?.createTime }} </a-descriptions-item>
<a-descriptions-item label="备注"> 暂无 </a-descriptions-item>
</a-descriptions>
</a-card>
<a-card title="建模进度" :bordered="false">
<a-steps :current="1" progress-dot size="small">
<a-step title="参数配置">
<template #description>
<div> {{ model?.createName }}</div>
<p> {{ model?.createTime }}</p>
</template>
</a-step>
<a-step title="生成数据">
<template #description>
<p>{{ model?.createTime }}</p>
</template>
</a-step>
<a-step title="训练模型" />
<a-step title="评估完成" />
</a-steps>
</a-card>
<a-divider />
<a-card title="目标参数" :bordered="false"><BasicTable @register="targetTable" /></a-card>
<a-card title="相关参数" :bordered="false"><BasicTable @register="boundaryTable" /></a-card>
<a-card title="边界参数" :bordered="false"><BasicTable @register="relationTable" /></a-card>
</div>
<div v-show="activeKey === '2'">
<a-card title="模型数据">
<template #extra>
<a-button> 回算 </a-button>
</template>
<div class="grid md:grid-cols-2 gap-4">
<div
ref="chartRef1"
class="border border-gray-400"
style="width: 100%; height: 500px"
></div>
<div
ref="chartRef2"
class="border border-gray-400"
style="width: 100%; height: 500px"
></div>
</div>
</a-card>
</div>
</PageWrapper>
</template>
<script lang="ts">
import { defineComponent, ref, Ref, onMounted, computed, watch, nextTick } from 'vue';
import { useRoute } from 'vue-router';
import { BasicTable, useTable } from '/@/components/Table';
import { PageWrapper } from '/@/components/Page';
import { Divider, Card, Descriptions, Steps, Tabs } from 'ant-design-vue';
import { targetTableSchema, relationTableSchema, boundaryTableSchema } from './data';
import { modelInfoApi } from '/@/api/benchmark/models';
import { ModelInfo } from '/@/api/benchmark/model/models';
import { useECharts } from '/@/hooks/web/useECharts';
export default defineComponent({
components: {
BasicTable,
PageWrapper,
[Divider.name]: Divider,
[Card.name]: Card,
[Descriptions.name]: Descriptions,
[Descriptions.Item.name]: Descriptions.Item,
[Steps.name]: Steps,
[Steps.Step.name]: Steps.Step,
[Tabs.name]: Tabs,
[Tabs.TabPane.name]: Tabs.TabPane,
},
setup() {
const route = useRoute();
const id = route.params.id;
const fetchModelInfo = async () => {
const modelInfo = await modelInfoApi(id);
console.log(modelInfo);
return modelInfo;
};
const model = ref<ModelInfo | null>(null);
onMounted(async () => {
const info = await fetchModelInfo();
model.value = info;
});
const targetTableData = computed(() => {
return [model.value?.targetParameter || {}];
});
const relationTableData = computed(() => {
return model.value?.relationParameter || [];
});
const boundaryTableData = computed(() => {
return model.value?.boundaryParameter || [];
});
const [relationTable] = useTable({
columns: relationTableSchema,
pagination: false,
dataSource: relationTableData,
scroll: { y: 300 },
});
const [targetTable] = useTable({
columns: targetTableSchema,
pagination: false,
dataSource: targetTableData,
scroll: { y: 300 },
});
const [boundaryTable] = useTable({
columns: boundaryTableSchema,
pagination: false,
dataSource: boundaryTableData,
scroll: { y: 300 },
});
const activeKey = ref('1');
const chartRef1 = ref<HTMLDivElement | null>(null);
const chartRef2 = ref<HTMLDivElement | null>(null);
const { setOptions: setOptions1, resize: resize1 } = useECharts(
chartRef1 as Ref<HTMLDivElement>,
);
const { setOptions: setOptions2, resize: resize2 } = useECharts(
chartRef2 as Ref<HTMLDivElement>,
);
watch(activeKey, (newValue, _) => {
if (newValue === '2') {
console.log(activeKey);
nextTick(() => {
resize1();
resize2();
});
}
});
onMounted(() => {
setOptions1({
xAxis: {
type: 'category',
data: ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'],
},
yAxis: {
type: 'value',
},
series: [
{
data: [120, 200, 150, 80, 70, 110, 130],
type: 'bar',
},
],
});
});
onMounted(() => {
setOptions2({
xAxis: {},
yAxis: {},
series: [
{
symbolSize: 20,
data: [
[10.0, 8.04],
[8.07, 6.95],
[13.0, 7.58],
[9.05, 8.81],
[11.0, 8.33],
[14.0, 7.66],
[13.4, 6.81],
[10.0, 6.33],
[14.0, 8.96],
[12.5, 6.82],
[9.15, 7.2],
[11.5, 7.2],
[3.03, 4.23],
[12.2, 7.83],
[2.02, 4.47],
[1.05, 3.33],
[4.05, 4.96],
[6.03, 7.24],
[12.0, 6.26],
[12.0, 8.84],
[7.08, 5.82],
[5.02, 5.68],
],
type: 'scatter',
},
],
});
});
return {
targetTable,
relationTable,
boundaryTable,
model,
activeKey,
chartRef1,
chartRef2,
};
},
});
</script>
<style>
.ant-card-head-title {
font-weight: bold;
}
.el-table .el-table__header th {
font-weight: bold;
}
</style>

3
src/views/model/trash/index.vue

@ -0,0 +1,3 @@
<template>
<div class="flex justify-between items-center"> </div>
</template>
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