From e295922209fb87c6dcd68ea1560fd16c3e6d808c Mon Sep 17 00:00:00 2001
From: dongyukun <1208714201@qq.com>
Date: 星期五, 27 六月 2025 09:36:51 +0800
Subject: [PATCH] Merge remote-tracking branch 'origin/feature/ai'
---
src/views/model/pre/analysis/index.vue | 477 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++--
1 files changed, 455 insertions(+), 22 deletions(-)
diff --git a/src/views/model/pre/analysis/index.vue b/src/views/model/pre/analysis/index.vue
index fd7b296..945e674 100644
--- a/src/views/model/pre/analysis/index.vue
+++ b/src/views/model/pre/analysis/index.vue
@@ -58,13 +58,18 @@
<div class="his-body">
<div class="his-body-left">
<div class="his-body-tree">
+ <el-input
+ v-model="filterText"
+ class="mb-2"
+ placeholder="Filter"
+ />
<el-tree
:data="treeData"
show-checkbox
node-key="id"
- ref="tree"
+ ref="treeRef"
highlight-current
- :props="defaultProps"
+ :filter-node-method="filterNode"
@check="onCheckTree"/>
</div>
</div>
@@ -99,7 +104,7 @@
:min="1"/>
</el-form-item>
</el-col>
- <el-col :span="4">
+ <el-col :span="6">
<el-form-item>
<el-button size="small" type="primary" plain :loading="loading2"
@click="calAccuracyRate">计算精准度
@@ -133,6 +138,11 @@
{{ calRateForm.preCumulant }}
</el-form-item>
</el-col>
+ <el-col :span="4">
+ <el-form-item label="平均绝对误差：" label-width="110px">
+ {{ calRateForm.deviation }}
+ </el-form-item>
+ </el-col>
</el-row>
<el-row>
<el-col :span="4">
@@ -160,11 +170,16 @@
{{ calRateForm.realCumulant }}
</el-form-item>
</el-col>
+ <el-col :span="4">
+ <el-form-item label="累积量平均绝对误差：" label-width="152px">
+ {{ calRateForm.deviationCumulant }}
+ </el-form-item>
+ </el-col>
</el-row>
</el-form>
<el-form :inline="true" :model="formData" label-width="100px">
<el-row>
- <el-col :span="16">
+ <el-col :span="18">
<el-form-item label="数据类型">
<el-checkbox-group v-model="formData.chartCheck" @change="changeChartCheck">
<el-checkbox v-for="item in formData.chartOptions" :label="item"
@@ -185,13 +200,43 @@
</el-col>
</el-row>
</el-form>
- <div ref="dataAnalysisChart" style="height: 500px;"></div>
+ <div style="width: 100%;height: 700px;display: flex;flex-direction: row;">
+ <div style="height: 100%;width: 80%">
+ <div ref="dataAnalysisChart" style="height: 50%;width: 100%"></div>
+ <div ref="influenceFactorChart" style="height: 50%;width: 100%"></div>
+ </div>
+ <div style="width: 20%;height: 100%;">
+ <div style="display: flex;flex-direction: row;align-items: center;margin-bottom: 4px;">
+ <div style="font-weight: bold;font-size: 14px">影响因素：</div>
+ <div style="width: calc(100% - 80px);">
+ <el-select v-model="influenceFactor" placeholder="请选择" size="small" @change="changeInfluenceFactor">
+ <el-option
+ v-for="(influenceFactor,index) in influenceFactorList"
+ :key="index"
+ :label="influenceFactor.factorOutputName"
+ :value="influenceFactor.factorOutputId"
+ />
+ </el-select>
+ </div>
+ </div>
+ <div class="chart-foot-table p-2" style="width: 100%;height: calc(100% - 20px);overflow-x: hidden;overflow-y: auto;">
+ <div style="display: flex;flex-direction: column;align-items: center;margin-bottom: 4px;">
+ <span>影响时间</span>
+ <span style="font-size: 16px;font-weight: bold">{{influenceFactorResultTime}}</span>
+ </div>
+ <div v-for="(result, index) in influenceFactorResult" :key="index" style="display: flex;flex-direction: row">
+ <span>{{result.factorOutputName}}：</span>
+ <span>{{result.value}}</span>
+ </div>
+ </div>
+ </div>
+ </div>
<div class="chart-foot">
<div class="chart-foot-content">
<h3 class="chart-foot-title">预警信息</h3>
<div class="chart-foot-table">
<el-table :data="alarmList" style="width: 100%" v-loading="loadingAlarm" height="100px">
- <el-table-column prop="content" header-align="center" align="left" label="消息内容" min-width="200" />
+ <el-table-column prop="content" header-align="center" align="left" label="消息内容" min-width="240" />
<el-table-column prop="alarmType" label="预警类型" header-align="center" align="left" min-width="150"/>
<el-table-column prop="alarmTime" label="预警时间" header-align="center" align="left" min-width="150"/>
</el-table>
@@ -234,18 +279,20 @@
</el-card>
</template>
<script lang="ts" setup>
-import {getYMDHMS} from "@/utils/dateUtil"
+import {getYMDHMS,formatToDateTime} from "@/utils/dateUtil"
import * as McsApi from '@/api/model/mcs'
+import * as influenceFactorApi from '@/api/model/pre/influenceFactor/influenceFactorApi'
import * as AlarmMessageApi from '@/api/model/pre/alarm/message'
import * as ScheSuggestApi from '@/api/model/sche/suggest'
import * as echarts from "echarts";
import {Search, DArrowLeft, DArrowRight, VideoPlay, VideoPause, CaretLeft, CaretRight} from '@element-plus/icons-vue'
+import {lighten} from "@/utils/color";
defineOptions({name: 'AnalysisformData'})
const message = useMessage() // 消息弹窗
const {t} = useI18n() // 国际化
-const dataAnalysisChart = ref(null);
+
const loading1 = ref(false) // 列表的加载中
const loading2 = ref(false) // 列表的加载中
const total = ref(0) // 列表的总页数
@@ -265,8 +312,8 @@
currentStamp60: '',
predictStamp: '',
chartCheck: ['T+L', '真实值'],
- chartOptions: ['T+N', 'T+L', '当时', '真实值', '调整值', '预测累计', '真实累计'],
- checkedItemData: [],
+ chartOptions: ['T+N', 'T+L','T+L(未调整)', '当时', '真实值', '调整值', '预测累计', '真实累计'],
+ checkedItemData: undefined,
backItem: '',
backValue: 0,
backCoe: 1,
@@ -291,7 +338,9 @@
itemPreMax: 0,
itemPreMin: 0,
preCumulant: 0,
- realCumulant: 0
+ realCumulant: 0,
+ deviation: 0, //平均绝对误差
+ deviationCumulant: 0, //累积量平均绝对误差
})
let itemData = ref({
currentTreeList: [],
@@ -301,18 +350,36 @@
const treeData = ref([])
const itemDataObject = ref()
const timer = ref()
-let myChart = null;
const isPlay = ref(false)
const alarmList = ref([])
const suggestList = ref([])
const loadingAlarm = ref(false)
const loadingAdjust = ref(false)
+// 影响因素结果列表
+const influenceFactorResultList = ref([])
+// 影响因素列表
+const influenceFactorList = ref([])
+// 选中影响因素
+const influenceFactor = ref()
+
const formRules = reactive({
- calItem: [{required: true, message: '预测项不能为空', trigger: 'blur'}],
IN_DEVIATION: [{required: true, message: '精准度偏差不能为空', trigger: 'blur'}],
OUT_DEVIATION: [{required: true, message: '不可信率偏差不能为空', trigger: 'blur'}],
})
+
+// 树形过滤
+const filterText = ref('')
+const treeRef = ref()
+watch(filterText, (val) => {
+ treeRef.value!.filter(val)
+})
+const filterNode = (value: string, data) => {
+ if (!value) return true
+ return data.label.includes(value)
+}
+
+let xAxisData = []
/** 查询列表 */
const getList = async (isClear = true) => {
@@ -340,6 +407,7 @@
formData.value.predictTime = data.predictTime;
formData.value.startTime = data.startTime
formData.value.endTime = data.endTime
+
const paramsAlarm = reactive({
outIds: outIds,
@@ -508,6 +576,23 @@
}
});
}
+ if (chartCheckArray.indexOf('T+L(未调整)') !== -1) {
+ let legendName = dataView.resultName + '(T+L(未调整))';
+ legendData.push(legendName);
+ seriesData.push({
+ name: legendName,
+ data: dataView.preDataLOriginal
+ || [],
+ type: 'line',
+ showSymbol: false,
+ connectNulls: true,
+ yAxisIndex: yAxisIndex,
+ smooth: false,
+ lineStyle: {
+ width: 2
+ }
+ });
+ }
if (chartCheckArray.indexOf('当时') !== -1) {
let legendName = dataView.resultName + '(当时)';
legendData.push(legendName);
@@ -596,7 +681,6 @@
}
}
- myChart = echarts.init(dataAnalysisChart.value);
let option = {
title: {
text: ''
@@ -617,8 +701,8 @@
},
grid: {
top: '20%',
- left: '3%',
- right: '6%',
+ left: '5%',
+ right: '5%',
bottom: '3%',
containLabel: true
},
@@ -644,7 +728,12 @@
if (isClear) {
myChart.clear()
}
+
myChart.setOption(option)
+
+
+
+
} finally {
loading1.value = false
}
@@ -652,10 +741,302 @@
calItemBaseVale()
}
+// 查询影响因素chart
+const getInfluenceFactorChart = async (outId) => {
+ loading1.value = true
+ try {
+
+ let outIds = [outId]
+ const params = reactive({
+ outIds: outIds,
+ predictTime: formData.value.predictTime,
+ startTime: formData.value.startTime,
+ endTime: formData.value.endTime
+ })
+
+ const data = await McsApi.getPreDataCharts(params)
+
+ if (!data?.dataViewList || data.dataViewList.length === 0) {
+ myInfluenceFactorChart.clear()
+ return
+ }
+
+ xAxisData = data.categories;
+ let defaultYAxis = [
+ {
+ type: 'value',
+ name: "累计值",
+ splitLine: {show: false},
+ axisLine: {show: true},
+ position: 'right'
+ },
+ {
+ type: 'value',
+ name: "",
+ splitLine: {show: false},
+ axisLine: {show: true},
+ position: 'left'
+ }
+ ];
+ let yAxisData = [];
+ let offset = 0;
+ let yAxisIndex = 0;
+ let legendData = [];
+ let yMaxArr = [];
+ let seriesData = [];
+ seriesData.push({
+ name: '',
+ data: [null],
+ type: 'line',
+ smooth: true,
+ color: 'green',
+ markLine: {
+ silent: true,
+ lineStyle: {
+ color: '#32a487',
+ width: 2
+ },
+ data: [{
+ xAxis: formData.value.predictTime
+ }],
+ label: {
+ normal: {
+ formatter: formData.value.predictTime
+ }
+ },
+ symbol: ['circle', 'none'],
+ },
+ });
+ yAxisData.push({
+ type: 'value',
+ name: "累计值",
+ position: 'right',
+ splitLine: {
+ show: false
+ },
+ axisLine: {
+ show: true,
+ lineStyle: {}
+ },
+ axisLabel: {
+ formatter: '{value}'
+ }
+ })
+ for (let i = 0; i < data.dataViewList.length; i++) {
+ let dataView = data.dataViewList[i]
+ let maxValue = dataView.maxValue;
+ let minValue = dataView.minValue;
+ yAxisIndex = (formData.value.isMultipleY ? i : 0) + 1;
+ let yMax = maxValue;
+ if (maxValue < 0) {
+ maxValue = 1;
+ } else if (maxValue < 10) {
+ yMax = (Math.ceil(maxValue * 11) / 10).toFixed(1);
+ } else if (maxValue < 100) {
+ yMax = (Math.ceil(maxValue * 1.1 / 5) * 5);
+ } else {
+ yMax = (Math.ceil(maxValue * 1.1 / 10) * 10);
+ }
+ yMaxArr.push(yMax);
+ let yMin = minValue;
+ if (minValue >= 0) {
+ yMin = 0;
+ } else if (minValue > -10) {
+ yMin = (Math.floor(minValue * 11) / 10).toFixed(1);
+ } else if (minValue > -100) {
+ yMin = (Math.floor(minValue * 1.1 / 5) * 5);
+ } else {
+ yMin = (Math.floor(minValue * 1.1 / 10) * 10);
+ }
+ yAxisData.push({
+ type: 'value',
+ name: "",
+ min: yMin,
+ max: yMax,
+ position: 'left',
+ offset: offset,
+ splitLine: {
+ show: false
+ },
+ axisLine: {
+ show: true,
+ lineStyle: {}
+ },
+ axisLabel: {
+ formatter: '{value}'
+ }
+ })
+ offset = offset + 40
+ //真实值
+ legendData.push(dataView.resultName + '(真实)');
+ seriesData.push({
+ name: dataView.resultName + '(真实)',
+ data: dataView.realData || [],
+ type: 'line',
+ yAxisIndex: yAxisIndex,
+ showSymbol: false,
+ smooth: false,
+ lineStyle: {
+ width: 2
+ }
+ });
+ //T+L
+ legendData.push(dataView.resultName + '(T+L)');
+ seriesData.push({
+ name: dataView.resultName + '(T+L)',
+ data: dataView.preDataL || [],
+ type: 'line',
+ showSymbol: false,
+ connectNulls: true,
+ yAxisIndex: yAxisIndex,
+ smooth: false,
+ lineStyle: {
+ width: 2
+ }
+ });
+ // 当时
+ legendData.push(dataView.resultName + '(当时)');
+ seriesData.push({
+ name: dataView.resultName + '(当时)',
+ data: dataView.curData || [],
+ type: 'line',
+ yAxisIndex: yAxisIndex,
+ showSymbol: true,
+ smooth: false,
+ lineStyle: {
+ width: 3
+ }
+ });
+ //预测累计
+ legendData.push(dataView.resultName + '(预测累计)');
+ seriesData.push({
+ name: dataView.resultName + '(预测累计)',
+ data: dataView.cumulantPreData || [],
+ type: 'line',
+ yAxisIndex: 0,
+ showSymbol: false,
+ connectNulls: true,
+ smooth: false,
+ lineStyle: {
+ width: 2,
+ type: 'dashed'
+ }
+ });
+ // 真实累计
+ legendData.push(dataView.resultName + '(真实累计)');
+ seriesData.push({
+ name: dataView.resultName + '(真实累计)',
+ data: dataView.cumulantRealData || [],
+ type: 'line',
+ yAxisIndex: 0,
+ showSymbol: false,
+ connectNulls: true,
+ smooth: false,
+ lineStyle: {
+ width: 2,
+ type: 'dashed'
+ }
+ });
+ }
+ //如果最大值相差不大，改成一致大小
+ if (yMaxArr.length > 1) {
+ let max = Math.max.apply(null, yMaxArr);
+ let min = Math.min.apply(null, yMaxArr);
+ if (Math.abs((max - min) / max) <= 0.2) {
+ for (let i = 0; i < yAxisData.length; i++) {
+ yAxisData[i].max = max;
+ }
+ }
+ }
+
+ let option = {
+ title: {
+ text: ''
+ },
+ tooltip: {
+ trigger: 'axis'
+ },
+ toolbox: {
+ show: true,
+ feature: {
+ saveAsImage: {}
+ }
+ },
+ legend: {
+ show: true,
+ data: legendData,
+ top: 10
+ },
+ grid: {
+ top: '20%',
+ left: '5%',
+ right: '5%',
+ bottom: '3%',
+ containLabel: true
+ },
+ xAxis: {
+ type: 'category',
+ boundaryGap: false,
+ data: xAxisData
+ },
+ yAxis: formData.value.isMultipleY ? yAxisData : defaultYAxis,
+ dataZoom: [
+ {
+ type: 'inside',
+ start: 0,
+ end: 100
+ },
+ {
+ start: 0,
+ end: 10
+ }
+ ],
+ series: seriesData
+ }
+ myInfluenceFactorChart.clear()
+ myInfluenceFactorChart.setOption(option)
+ } finally {
+ loading1.value = false
+ }
+}
+
+
+
onMounted(() => {
+ initChart()
resetForm()
getPreItemTree()
})
+
+const dataAnalysisChart = ref();
+const influenceFactorChart = ref();
+let myChart = ref({});
+let myInfluenceFactorChart = ref({});
+
+function initChart() {
+ myChart = echarts.init(dataAnalysisChart.value)
+ myInfluenceFactorChart = echarts.init(influenceFactorChart.value)
+ // 监听点击事件
+ myChart.getZr().on('click', 'series.line',function (params) {
+ var pointInPixel = [params.offsetX, params.offsetY];
+ var pointInData = myChart.convertFromPixel('grid', pointInPixel);
+ const time = xAxisData[pointInData[0]];
+ changeInfluenceFactorTime(time)
+ });
+}
+
+let influenceFactorResult = ref([])
+let influenceFactorResultTime = ref('')
+// 影响因素时间改变
+function changeInfluenceFactorTime(time) {
+ if (time && new Date(time)?.getTime()) {
+ influenceFactorResultTime.value = time
+ influenceFactorResult.value = influenceFactorResultList.value?.[calRateForm.value.calItem]?.filter(e => e.time === new Date(time).getTime()).sort((a, b) => b.value - a.value) || [];
+ }
+}// 选择影响因素
+function changeInfluenceFactor(value) {
+ getInfluenceFactorChart(value)
+}
async function getPreItemTree() {
treeData.value = await McsApi.getPredictItemTree()
@@ -740,7 +1121,7 @@
if (checked.checkedNodes) {
let cns = [...checked.checkedNodes]
for (let i = 0; i < cns.length; i++) {
- if (cns[i].id.indexOf('-') !== -1) {
+ if (cns[i].disabled) {
continue
}
formData.value.checkedItemData.push(cns[i])
@@ -760,7 +1141,7 @@
}, wait)
}
-function calItemBaseVale() {
+const calItemBaseVale = async () => {
if (!calRateForm.value.calItem) {
calRateForm.value.itemPreMax = 0;
calRateForm.value.itemPreMin = 0;
@@ -770,6 +1151,9 @@
calRateForm.value.itemMin = 0;
calRateForm.value.itemAvg = 0;
calRateForm.value.realCumulant = 0;
+
+ // 影响因素
+ influenceFactorList.value = []
} else {
let dataView = itemDataObject.value[calRateForm.value.calItem]
calRateForm.value.itemPreMax = dataView.preMax;
@@ -780,8 +1164,35 @@
calRateForm.value.itemMin = dataView.hisMin;
calRateForm.value.itemAvg = dataView.hisAvg;
calRateForm.value.realCumulant = dataView.hisCumulant;
+ calDeviation(dataView.realData,dataView.preDataL,'deviation')
+ calDeviation(dataView.cumulantRealData,dataView.cumulantPreData,'deviationCumulant')
+ calAccuracyRate()
+
+ // 获取影响因素结果列表
+ const outPutId = calRateForm.value.calItem
+ influenceFactorResultList.value = await influenceFactorApi.getResultList({
+ outIds: [outPutId],
+ startTime: formData.value.startTime,
+ endTime: formData.value.endTime
+ })
+
+ // 默认影响时间
+ changeInfluenceFactorTime(formData.value.predictTime);
+
+ // 获取影响因素列表
+ influenceFactorList.value = await influenceFactorApi.getListByOutId(outPutId)
+ if (influenceFactorList.value && influenceFactorList.value.length > 0) {
+ // 根据factorOutputId去重，因为不同的统计规则会有重复的影响因素
+ influenceFactorList.value = Array.from(new Map(influenceFactorList.value.map(item => [item.factorOutputId, item])).values());
+ // 默认选中第一个影响因素
+ influenceFactor.value = influenceFactorList.value?.[0]?.factorOutputId
+ getInfluenceFactorChart(influenceFactorList.value?.[0]?.factorOutputId)
+ }else {
+ // 清除历史
+ influenceFactor.value = undefined
+ myInfluenceFactorChart.clear()
+ }
}
- calAccuracyRate()
}
function calAccuracyRate() {
@@ -836,6 +1247,24 @@
loading2.value = false;
}
+function calDeviation(realData,preDataL,key) {
+ if (realData == null || preDataL == null || realData.length === 0 || preDataL.length === 0) {
+ return;
+ }
+ const realObj = {}
+ realData.map(e => realObj[e[0]] = e[1])
+
+ let sum = 0;
+ let index = 0;
+ preDataL.forEach(e => {
+ if (realObj[e[0]] != undefined) {
+ sum += Math.abs(e[1] - realObj[e[0]])
+ index++
+ }
+ })
+ calRateForm.value[key] = Number((sum / index).toFixed(2))
+}
+
function rightSearchDataByRange() {
let mins = getRangeMins();
let startTime = formData.value.startTime;
@@ -873,8 +1302,8 @@
currentStamp60: '',
predictStamp: '',
chartCheck: ['T+L', '真实值'],
- chartOptions: ['T+N', 'T+L', '当时', '真实值', '调整值', '预测累计', '真实累计'],
- checkedItemData: [],
+ chartOptions: ['T+N', 'T+L','T+L(未调整)', '当时', '真实值', '调整值', '预测累计', '真实累计'],
+ checkedItemData: undefined,
backItem: '',
backValue: 0,
backCoe: 1,
@@ -898,7 +1327,9 @@
itemPreMax: 0,
itemPreMin: 0,
preCumulant: 0,
- realCumulant: 0
+ realCumulant: 0,
+ deviation: 0, //平均绝对误差
+ deviationCumulant: 0, //累积量平均绝对误差
}
calRateFormRef.value?.resetFields()
}
@@ -929,6 +1360,8 @@
height: 100%;
border: 1px solid lightgray;
padding: 10px;
+ overflow-y: auto;
+ overflow-x: hidden;
}
.his-body-tree {
--
Gitblit v1.9.3