Huawei_Technology
/
mindspore-mindinsight
Not watched
1
0
Fork 0
Code
Releases 11 Wiki evaluate Activity
Issues 0 Pull Requests 0 Datasets Model Cloudbrain HPC
Browse Source

update traceback

tags/v0.2.0-alpha
ph 5 years ago
parent
4598422ce4
commit
04934ab5ed
3 changed files with 386 additions and 328 deletions
Split View
Diff Options
Show Stats Download Patch File Download Diff File
  1. +2
    -2
      mindinsight/ui/src/assets/css/reset.scss
  2. +206
    -167
      mindinsight/ui/src/views/train-manage/data-traceback.vue
  3. +178
    -159
      mindinsight/ui/src/views/train-manage/model-traceback.vue

+ 2
- 2
mindinsight/ui/src/assets/css/reset.scss View File

@@ -156,8 +156,8 @@ body {
* Defines the width of the scroll bar and the width of the background, respectively corresponding to the dimensions of the horizontal and vertical scroll bars.
*/
::-webkit-scrollbar {
width: 6px;
height: 6px;
width: 10px;
height: 10px;
}

/*


+ 206
- 167
mindinsight/ui/src/views/train-manage/data-traceback.vue View File

@@ -28,37 +28,37 @@ limitations under the License.
{{ $t('modelTraceback.showAllData') }}
</el-button>
<div v-show="totalSeries&&totalSeries.length&&(!summaryDirList||(summaryDirList&&summaryDirList.length))">
<div class="fixed-checkbox-group">
<el-checkbox v-for="item in fixedSeries"
:key="item.id"
:checked="item.checked"
:disabled="true">
{{ item.name }}
</el-checkbox>
<br />
</div>
<div class="data-checkbox">
<!-- check box -->
<div class="check-box-div">
<el-checkbox v-model="checkAll"
:indeterminate="isIndeterminate"
class="select-all"
@change="handleCheckAllChange">
{{ $t('scalar.selectAll') }}
<div class="fixed-checkbox-group">
<el-checkbox v-for="item in fixedSeries"
:key="item.id"
:checked="item.checked"
:disabled="true">
{{ item.name }}
</el-checkbox>
<br />
</div>
<div class="checkbox-scroll">
<div class="checkbox-group-div">
<el-checkbox v-for="item in noFixedSeries"
@change="handleCheckedSeriesChange()"
v-model="item.checked"
:key="item.id">
{{ item.name }}
<div class="data-checkbox">
<!-- check box -->
<div class="check-box-div">
<el-checkbox v-model="checkAll"
:indeterminate="isIndeterminate"
class="select-all"
@change="handleCheckAllChange">
{{ $t('scalar.selectAll') }}
</el-checkbox>
</div>
<div class="checkbox-scroll">
<div class="checkbox-group-div">
<el-checkbox v-for="item in noFixedSeries"
@change="handleCheckedSeriesChange()"
v-model="item.checked"
:key="item.id">
{{ item.name }}
</el-checkbox>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- echart drawing area -->
<div id="data-echart"></div>
@@ -80,13 +80,16 @@ limitations under the License.
:key="key"
:prop="key"
:label="table.columnOptions[key].label"
:sortable='sortArray.includes(table.columnOptions[key].label)?"custom":false'
:sortable="sortArray.includes(table.columnOptions[key].label)?'custom':false"
:fixed="table.columnOptions[key].label===text?true:false"
min-width="200"
show-overflow-tooltip>
<template slot="header" slot-scope="scope">
<div class="custom-label" :title="scope.column.label">
<template slot="header"
slot-scope="scope">
<div class="custom-label"
:title="scope.column.label">
{{scope.column.label}}
</div>
</div>
</template>
<template slot-scope="scope">
<span class="icon-container"
@@ -125,15 +128,15 @@ limitations under the License.
<img :src="require('@/assets/images/nodata.png')"
alt="" />
<p class="no-data-text"
v-show="!summaryDirList||(summaryDirList&&summaryDirList.length)&&!lineagedata.serData">
v-show="!summaryDirList||(summaryDirList&&summaryDirList.length)&&!lineagedata.serData">
{{ $t('public.noData') }}
</p>
<div v-show="echartNoData&&(lineagedata.serData&&!!lineagedata.serData.length)">
<p class="no-data-text">{{ $t('dataTraceback.noDataFound') }}</p>
<div v-show="echartNoData&&(lineagedata.serData&&!!lineagedata.serData.length)">
<p class="no-data-text">{{ $t('dataTraceback.noDataFound') }}</p>
</div>
<div v-show="summaryDirList&&!summaryDirList.length">
<p class="no-data-text">{{ $t('dataTraceback.noDataFound') }}</p>
<p class="no-data-text">{{ $t('dataTraceback.noDataTips') }}</p>
<p class="no-data-text">{{ $t('dataTraceback.noDataFound') }}</p>
<p class="no-data-text">{{ $t('dataTraceback.noDataTips') }}</p>
</div>
</div>
</div>
@@ -315,6 +318,10 @@ export default {
detailsDataTitle: '',
detailsDataList: [],
rowName: this.$t('dataTraceback.details'),
replaceStr: {
metric: 'metric/',
userDefined: 'user_defined/',
},
};
},
computed: {},
@@ -328,23 +335,27 @@ export default {
* init
*/
init() {
this.customizedColumnOptions=this.$store.state.customizedColumnOptions||[];
this.table.columnOptions=Object.assign(this.table.columnOptions, this.customizedColumnOptions);
this.customizedColumnOptions =
this.$store.state.customizedColumnOptions || [];
this.table.columnOptions = Object.assign(
this.table.columnOptions,
this.customizedColumnOptions,
);
// Obtain the value of summary_dir from the store,
this.summaryDirList=this.$store.state.summaryDirList;
this.selectedBarList=this.$store.state.selectedBarList;
if (this.selectedBarList&&this.selectedBarList.length) {
this.tableFilter={};
this.summaryDirList = this.$store.state.summaryDirList;
this.selectedBarList = this.$store.state.selectedBarList;
if (this.selectedBarList && this.selectedBarList.length) {
this.tableFilter = {};
} else {
this.tableFilter.lineage_type={in: ['dataset']};
this.tableFilter.lineage_type = {in: ['dataset']};
}
const params={};
const params = {};
if (this.summaryDirList) {
this.tableFilter.summary_dir={in: this.summaryDirList};
this.tableFilter.summary_dir = {in: this.summaryDirList};
} else {
this.tableFilter.summary_dir=undefined;
this.tableFilter.summary_dir = undefined;
}
params.body=Object.assign({}, this.tableFilter);
params.body = Object.assign({}, this.tableFilter);
this.queryLineagesData(params);
},

@@ -353,29 +364,24 @@ export default {
*/
initChart() {
const parallelAxis = [];
const selectedBarList=this.$store.state.selectedBarList;
const selectedBarList = this.$store.state.selectedBarList;
const data = [];
const arrayTemp=[];
if (selectedBarList&&selectedBarList.length) {
selectedBarList.forEach((item)=>{
const value=this.customizedTypeObject[item];
if (value&&value.type=='float') {
arrayTemp.push({
name: item,
id: item,
type: 'float',
checked: true,
});
} else {
arrayTemp.push({
name: this.table.columnOptions[item].label,
id: item,
checked: true,
});
const arrayTemp = [];
if (selectedBarList && selectedBarList.length) {
selectedBarList.forEach((item) => {
const value = this.customizedTypeObject[item];
const obj = {
name: this.table.columnOptions[item].label,
id: item,
checked: true,
};
if (value && value.type == 'float') {
obj.type = 'float';
}
arrayTemp.push(obj);
});
}
const totalBarArray=arrayTemp.concat(this.checkedSeries);
const totalBarArray = arrayTemp.concat(this.checkedSeries);
this.echart.showData.forEach((val, i) => {
const item = {
lineStyle: {
@@ -398,13 +404,13 @@ export default {
content.name === this.shuffleTitle
) {
obj.scale = true;
obj.minInterval=1;
obj.minInterval = 1;
this.setColorOfSelectedBar(selectedBarList, obj);
} else if (
this.numberTypeIdList.includes(content.id)||
(content.type&&content.type=='float')
this.numberTypeIdList.includes(content.id) ||
(content.type && content.type == 'float')
) {
obj.scale=true;
obj.scale = true;
this.setColorOfSelectedBar(selectedBarList, obj);
} else {
// String type
@@ -413,12 +419,11 @@ export default {
show: false,
};
this.setColorOfSelectedBar(selectedBarList, obj);
if (content.id==='dataset_mark') {
obj.axisLabel={
if (content.id === 'dataset_mark') {
obj.axisLabel = {
show: false,
};
}

const values = {};
this.echart.showData.forEach((i) => {
if (i[content.id] || i[content.id] === 0) {
@@ -438,8 +443,8 @@ export default {
},
parallel: {
top: 30,
left: 80,
right: 80,
left: 50,
right: 100,
bottom: 12,
parallelAxisDefault: {
areaSelectStyle: {
@@ -454,7 +459,8 @@ export default {
series: {
type: 'parallel',
lineStyle: {
width: 2,
width: 1,
opacity: 1,
},
data: data,
},
@@ -490,17 +496,17 @@ export default {
});
}
const tempList = this.echart.brushData;
const summaryList=[];
tempList.forEach((item)=>{
const summaryList = [];
tempList.forEach((item) => {
summaryList.push(item.summary_dir);
});
// The summaryList value could not be saved in the destroy state.
this.dataCheckedSummary=[];
this.dataCheckedSummary = [];
this.$store.commit('setSummaryDirList', summaryList);
if (!tempList.length) {
this.summaryDirList=[];
this.lineagedata.serData=undefined;
document.querySelector('#data-echart').style.display='none';
this.summaryDirList = [];
this.lineagedata.serData = undefined;
document.querySelector('#data-echart').style.display = 'none';
} else {
this.echart.showData = this.echart.brushData;
this.initChart();
@@ -516,21 +522,39 @@ export default {
},
/**
* Set the color of the model tracing axis.
* @param {Array} selectedBarList
* @param {Object} obj
* @param {Array} selectedBarList
* @param {Object} obj
*/
setColorOfSelectedBar(selectedBarList, obj) {
if (selectedBarList&&obj.dim<selectedBarList.length) {
obj.nameTextStyle={
if (selectedBarList && obj.dim < selectedBarList.length) {
obj.nameTextStyle = {
color: '#00a5a7',
};
obj.axisLabel={
obj.axisLabel = {
show: true,
textStyle: {
color: '#00a5a7',
},
formatter: function(val) {
if (typeof val !== 'string') {
return val;
}
const strs = val.split('');
let str = '';
if (val.length > 100) {
return val.substring(0, 12) + '...';
} else {
for (let i = 0, s = ''; (s = strs[i++]); ) {
str += s;
if (!(i % 12)) {
str += '\n';
}
}
return str;
}
},
};
obj.axisLine={
obj.axisLine = {
show: true,
lineStyle: {
color: '#00a5a7',
@@ -538,7 +562,7 @@ export default {
};
} else {
// Text color
obj.nameTextStyle={
obj.nameTextStyle = {
color: 'black',
};
}
@@ -567,22 +591,20 @@ export default {
if (isNaN(value) || !value) {
return value;
} else {
if (key === 'accuracy') {
return this.toFixedFun(value * 100, 2) + '%';
} else if (key === 'learning_rate') {
let temp = value.toPrecision(3);
if (key === 'learning_rate') {
let temp = value.toPrecision(4);
let row = 0;
while (temp < 1) {
temp = temp * 10;
row += 1;
}
temp = this.toFixedFun(temp, 2);
temp = this.toFixedFun(temp, 4);
return `${temp}${row ? `e-${row}` : ''}`;
} else if (key === 'model_size') {
return value + 'MB';
} else {
if (value < 1000) {
return Math.round(value * Math.pow(10, 2)) / Math.pow(10, 2);
return Math.round(value * Math.pow(10, 4)) / Math.pow(10, 4);
} else {
const reg = /(?=(\B)(\d{3})+$)/g;
return (value + '').replace(reg, ',');
@@ -610,17 +632,15 @@ export default {
* @param {Object} scope
*/
showDialogData(val, scope) {
if (typeof val!=='string'||val=='{}') {
if (typeof val !== 'string' || val == '{}') {
return;
} else {
const isJson=this.isJSON(val);
const isJson = this.isJSON(val);
if (!isJson) {
return;
}
}
this.rowName = `${scope.column.property}${this.$t(
'dataTraceback.details',
)}`;
this.rowName = `${scope.column.label}${this.$t('dataTraceback.details')}`;
this.detailsDialogVisible = true;
this.detailsDataTitle = scope.row.summary_dir;
this.detailsDataList = this.formateJsonString(val);
@@ -666,52 +686,69 @@ export default {
if (!res || !res.data) {
return;
}
this.customizedTypeObject=res.data.customized;
const key=Object.keys(this.customizedTypeObject);
if (key.length) {
this.sortArray=this.sortArray.concat(key);
this.customizedTypeObject = res.data.customized;
let keys = Object.keys(this.customizedTypeObject);
if (keys.length) {
keys = keys.map((i) => {
if (i.startsWith(this.replaceStr.userDefined)) {
return i.replace(this.replaceStr.userDefined, '[U]');
} else if (i.startsWith(this.replaceStr.metric)) {
return i.replace(this.replaceStr.metric, '[M]');
}
});
this.sortArray = this.sortArray.concat(keys);
}
// Model source tracing filtering parameters
this.selectedBarList=this.$store.state.selectedBarList;
if ( this.selectedBarList&& this.selectedBarList.length) {
this.selectedBarList = this.$store.state.selectedBarList;
if (this.selectedBarList && this.selectedBarList.length) {
const tempList = JSON.parse(JSON.stringify(res.data.object));
const list=[];
const metricKeys={};
tempList.forEach((item)=>{
const list = [];
const metricKeys = {};
tempList.forEach((item) => {
if (item.model_lineage) {
const i=JSON.parse(JSON.stringify(item.model_lineage));
i.model_size=parseFloat(((i.model_size||0)/1024/1024).toFixed(2));
const keys=Object.keys(i.metric||{});
const modelData = JSON.parse(
JSON.stringify(item.model_lineage),
);
modelData.model_size = parseFloat(
((modelData.model_size || 0) / 1024 / 1024).toFixed(2),
);
const keys = Object.keys(modelData.metric || {});
if (keys.length) {
keys.forEach((key)=>{
if (i.metric[key]||i.metric[key]===0) {
const temp='metric/'+key;
metricKeys[temp]=key;
i[temp]=i.metric[key];
keys.forEach((key) => {
if (
modelData.metric[key] ||
modelData.metric[key] === 0
) {
const temp = this.replaceStr.metric + key;
metricKeys[temp] = key;
modelData[temp] = modelData.metric[key];
}
});
delete i.metric;
delete modelData.metric;
}
const udkeys=Object.keys(i.user_defined||{});
const udkeys = Object.keys(modelData.user_defined || {});
if (udkeys.length) {
udkeys.forEach((key)=>{
if (i.user_defined[key]||i.user_defined[key]===0) {
const temp='user_defined/'+key;
i[temp]=i.user_defined[key];
udkeys.forEach((key) => {
if (
modelData.user_defined[key] ||
modelData.user_defined[key] === 0
) {
const temp = this.replaceStr.userDefined + key;
modelData[temp] = modelData.user_defined[key];
}
});
delete i.user_defined;
delete modelData.user_defined;
}
list.push(i);
list.push(modelData);
}
});
this.modelObjectArray=[];
for (let i=0; i<list.length; i++) {
const modelObject={};
for (let j=0; j<this.selectedBarList.length; j++) {
const tempObject=list[i];
const key=this.selectedBarList[j];
modelObject[key]=tempObject[key];
this.modelObjectArray = [];
for (let i = 0; i < list.length; i++) {
const modelObject = {};
for (let j = 0; j < this.selectedBarList.length; j++) {
const tempObject = list[i];
const key = this.selectedBarList[j];
modelObject[key] = tempObject[key];
}
this.modelObjectArray.push(modelObject);
}
@@ -723,7 +760,7 @@ export default {
this.lineagedata = this.formateOriginData(res.data);
this.totalSeries = this.lineagedata.fullNodeList;
if (!this.totalSeries.length) {
this.echartNoData=true;
this.echartNoData = true;
}
this.totalSeries.forEach((nodeItem) => {
if (this.createType[nodeItem.name]) {
@@ -752,14 +789,14 @@ export default {
this.setEchartValue();
this.initChart();
// Total number of pages in the table
this.pagination.total =res.data.count;
this.pagination.total = res.data.count;
// Data encapsulation of the table
this.setTableData();
if (this.selectedBarList) {
const resultArray=this.hideDataMarkTableData();
this.table.column=this.dirPathList.concat(
const resultArray = this.hideDataMarkTableData();
this.table.column = this.dirPathList.concat(
resultArray,
this.checkedSeries.map((i)=> i.id),
this.checkedSeries.map((i) => i.id),
);
} else {
this.table.column = this.dirPathList.concat(
@@ -806,15 +843,15 @@ export default {
*/
echartShowAllData() {
// The first page is displayed.
this.initOver=false;
this.echartNoData=false;
this.initOver = false;
this.echartNoData = false;
this.pagination.currentPage = 1;
this.$store.commit('setSummaryDirList', undefined);
this.$store.commit('setSelectedBarList', []);
if (this.parallelEchart) {
this.parallelEchart.clear();
}
document.querySelector('#data-echart').style.display='block';
document.querySelector('#data-echart').style.display = 'block';
this.$refs.table.clearSelection();
this.init();
this.parallelEchart.resize();
@@ -832,10 +869,10 @@ export default {
this.getCheckedSerList();
// Value assignment in the table column
if (this.selectedBarList) {
const resultArray=this.hideDataMarkTableData();
this.table.column=this.dirPathList.concat(
const resultArray = this.hideDataMarkTableData();
this.table.column = this.dirPathList.concat(
resultArray,
this.checkedSeries.map((i)=>i.id),
this.checkedSeries.map((i) => i.id),
);
} else {
this.table.column = this.dirPathList.concat(
@@ -852,9 +889,9 @@ export default {
* @return {Array}
*/
hideDataMarkTableData() {
const result=[];
this.selectedBarList.forEach((item)=>{
if ( item !== 'dataset_mark') {
const result = [];
this.selectedBarList.forEach((item) => {
if (item !== 'dataset_mark') {
result.push(item);
}
});
@@ -868,12 +905,11 @@ export default {
this.$forceUpdate();
this.getCheckedSerList();
// Value assignment in the table column
// Value assignment in the table column
if (this.selectedBarList) {
const resultArray=this.hideDataMarkTableData();
this.table.column=this.dirPathList.concat(
const resultArray = this.hideDataMarkTableData();
this.table.column = this.dirPathList.concat(
resultArray,
this.checkedSeries.map((i)=>i.id),
this.checkedSeries.map((i) => i.id),
);
} else {
this.table.column = this.dirPathList.concat(
@@ -892,7 +928,7 @@ export default {
*/
handleSelectionChange(val) {
// summary_dir cannot be stored here.If it is not selected ,it cannot be stroed correctly.
this.dataCheckedSummary=val;
this.dataCheckedSummary = val;
if (val.length) {
this.echart.showData = val;
} else {
@@ -903,10 +939,13 @@ export default {

setEchartValue() {
if (this.modelObjectArray.length) {
const list=this.echart.showData;
for (let i=0; i<list.length; i++) {
const temp=this.modelObjectArray[i];
this.echart.showData[i]=Object.assign(this.echart.showData[i], temp);
const list = this.echart.showData;
for (let i = 0; i < list.length; i++) {
const temp = this.modelObjectArray[i];
this.echart.showData[i] = Object.assign(
this.echart.showData[i],
temp,
);
}
}
},
@@ -916,12 +955,12 @@ export default {
* @param {Object} data
*/
tableSortChange(data) {
const params={};
const tempParam={
const params = {};
const tempParam = {
sorted_name: data.prop,
sorted_type: data.order,
};
params.body=Object.assign({}, tempParam, this.tableFilter);
params.body = Object.assign({}, tempParam, this.tableFilter);
this.queryLineagesData(params);
},

@@ -1130,9 +1169,9 @@ export default {
* Destroy the page
*/
destroyed() {
if (this.dataCheckedSummary&&this.dataCheckedSummary.length) {
const summaryDirList=[];
this.dataCheckedSummary.forEach((item)=>{
if (this.dataCheckedSummary && this.dataCheckedSummary.length) {
const summaryDirList = [];
this.dataCheckedSummary.forEach((item) => {
summaryDirList.push(item.summary_dir);
});
this.$store.commit('setSummaryDirList', summaryDirList);
@@ -1165,9 +1204,9 @@ export default {
img {
max-width: 100%;
}
p{
font-size:16px;
padding-top:10px
p {
font-size: 16px;
padding-top: 10px;
}
}
.no-data-text {
@@ -1185,7 +1224,7 @@ export default {
.data-checkbox-area {
position: relative;
margin: 24px 32px 12px;
height:62px;
height: 62px;
.reset-btn {
position: absolute;
right: 0px;
@@ -1239,10 +1278,10 @@ export default {
height: calc(60% - 90px);
margin: 2px 32px 0;
position: relative;
.custom-label{
max-width:calc(100% - 25px);
padding:0;
vertical-align:middle;
.custom-label {
max-width: calc(100% - 25px);
padding: 0;
vertical-align: middle;
}
.el-icon-warning {
font-size: 16px;


+ 178
- 159
mindinsight/ui/src/views/train-manage/model-traceback.vue View File

@@ -16,18 +16,17 @@ limitations under the License.
<template>
<div id="cl-model-traceback">
<div class="cl-model-right">
<div class="checkbox-area">
<el-button class="reset-btn custom-btn"
@click="resetChart"
type="primary"
size="mini"
plain
v-if="(!noData && echart.allData.length) ||
(noData && summaryDirList && !summaryDirList.length)">
{{ $t('modelTraceback.showAllData') }}</el-button>
<div class="top-area">
<div class="checkbox"
:style="{'max-height': haveCustomizedParams ? '88px' : '66px',
'min-height': haveCustomizedParams ? '63px' : '42px'}"
v-if="!noData && echart.allData.length &&
(!summaryDirList ||(summaryDirList && summaryDirList.length))">
(!summaryDirList || (summaryDirList && summaryDirList.length))">
<div class="label-legend"
v-if="haveCustomizedParams">
<div>[U]: {{$t('modelTraceback.userDefined')}}</div>
<div>[M]: {{$t('modelTraceback.metric')}}</div>
</div>
<el-checkbox v-for="item in table.mandatoryColumn"
:key="item"
:label="item"
@@ -45,11 +44,21 @@ limitations under the License.
<el-checkbox v-for="item in table.optionalColumn"
:key="item"
:label="item"
:class="
table.optionsNotInCheckbox.includes(item) ? 'notShow' : 'option'
">{{ table.columnOptions[item].label }}</el-checkbox>
:class="table.optionsNotInCheckbox.includes(item) ? 'notShow' : 'option'">
{{ table.columnOptions[item].label }}</el-checkbox>
</el-checkbox-group>
</div>
<div class="btns">
<el-button class="custom-btn"
@click="resetChart"
type="primary"
size="mini"
plain
v-if="(!noData && echart.allData.length) ||
(noData && summaryDirList && !summaryDirList.length)">
{{ $t('modelTraceback.showAllData') }}</el-button>
</div>

</div>
<div id="echart"
v-show="!noData"></div>
@@ -71,6 +80,7 @@ limitations under the License.
:key="key"
:prop="key"
:label="table.columnOptions[key].label"
:fixed="table.columnOptions[key].label===text?true:false"
show-overflow-tooltip
min-width="180"
sortable="custom">
@@ -123,6 +133,7 @@ export default {
return {
table: {},
summaryDirList: undefined,
text: this.$t('modelTraceback.summaryPath'),
checkedSummary: [],
keysOfStringValue: [
'summary_dir',
@@ -160,6 +171,11 @@ export default {
},
showTable: false,
noData: false,
haveCustomizedParams: false,
replaceStr: {
metric: 'metric/',
userDefined: 'user_defined/',
},
};
},
computed: {},
@@ -311,51 +327,32 @@ export default {
.then(
(res) => {
if (res && res.data && res.data.object) {
const tempList = JSON.parse(JSON.stringify(res.data.object));
const list = [];
tempList.forEach((item) => {
if (item.model_lineage) {
item.model_lineage.summary_dir = item.summary_dir;
const i = JSON.parse(JSON.stringify(item.model_lineage));
i.model_size = parseFloat(
((i.model_size || 0) / 1024 / 1024).toFixed(2),
);
const keys = Object.keys(i.metric || {});
if (keys.length) {
keys.forEach((key) => {
if (i.metric[key] || i.metric[key] === 0) {
const temp = 'metric/' + key;
i[temp] = i.metric[key];
}
});
delete i.metric;
}
const udkeys = Object.keys(i.user_defined || {});
if (udkeys.length) {
udkeys.forEach((key) => {
if (i.user_defined[key] || i.user_defined[key] === 0) {
const temp = 'user_defined/' + key;
i[temp] = i.user_defined[key];
}
});
delete i.user_defined;
}
list.push(i);
}
});
const list = this.setDataOfModel(res.data.object);
if (allData) {
let customized = {};
if (res.data.customized) {
customized = JSON.parse(JSON.stringify(res.data.customized));
const customizedKeys = Object.keys(customized);
if (customizedKeys.length > 0) {
if (customizedKeys.length) {
customizedKeys.forEach((i) => {
if (customized[i].type === 'int') {
this.keysOfIntValue.push(i);
} else if (customized[i].type === 'str') {
this.keysOfStringValue.push(i);
}
if (i.startsWith(this.replaceStr.userDefined)) {
customized[i].label = customized[i].label.replace(
this.replaceStr.userDefined,
'[U]',
);
} else if (i.startsWith(this.replaceStr.metric)) {
customized[i].label = customized[i].label.replace(
this.replaceStr.metric,
'[M]',
);
}
});
this.haveCustomizedParams = true;
}
}
this.table.columnOptions = Object.assign(
@@ -377,6 +374,7 @@ export default {
this.noData = !res.data.object.length;
this.echart.showData = this.echart.brushData = this.echart.allData = list;
Object.keys(this.table.columnOptions).forEach((i) => {
this.table.columnOptions[i].selected = true;
const flag = list.some((val) => {
return val[i] || val[i] === 0;
});
@@ -415,19 +413,71 @@ export default {
)
.catch(() => {});
},

/**
* Selected data in the table
* @param {Array} data
* @return {Array}
*/
setDataOfModel(data = []) {
const modelLineageList = [];
data.forEach((item) => {
if (item.model_lineage) {
item.model_lineage.summary_dir = item.summary_dir;
const modelData = JSON.parse(JSON.stringify(item.model_lineage));
modelData.model_size = parseFloat(
((modelData.model_size || 0) / 1024 / 1024).toFixed(2),
);
const keys = Object.keys(modelData.metric || {});
if (keys.length) {
keys.forEach((key) => {
if (modelData.metric[key] || modelData.metric[key] === 0) {
const temp = this.replaceStr.metric + key;
modelData[temp] = modelData.metric[key];
}
});
delete modelData.metric;
}
const udkeys = Object.keys(modelData.user_defined || {});
if (udkeys.length) {
udkeys.forEach((key) => {
if (
modelData.user_defined[key] ||
modelData.user_defined[key] === 0
) {
const temp = this.replaceStr.userDefined + key;
modelData[temp] = modelData.user_defined[key];
}
});
delete modelData.user_defined;
}
modelLineageList.push(modelData);
}
});
return modelLineageList;
},

/**
* The column options in the table are changed.
*/
columnSelectionChange() {
this.table.optionalColumn.forEach((key) => {
this.table.columnOptions[key].selected = false;
});
this.table.selectedColumn.forEach((key) => {
this.table.columnOptions[key].selected = true;
});

const columnCount =
Object.keys(this.table.columnOptions).length -
this.table.optionsNotInCheckbox.length;

this.table.column = this.table.mandatoryColumn
.concat(this.table.selectedColumn)
.filter((i) => {
return !this.table.optionsNotInTable.includes(i);
});
this.table.column = Object.keys(this.table.columnOptions).filter((i) => {
return (
this.table.columnOptions[i].selected &&
!this.table.optionsNotInTable.includes(i)
);
});

this.table.selectAll =
this.table.selectedColumn
@@ -481,39 +531,7 @@ export default {
.then(
(res) => {
if (res && res.data && res.data.object) {
const tempList = JSON.parse(JSON.stringify(res.data.object));
const list = [];

tempList.forEach((item) => {
if (item.model_lineage) {
item.model_lineage.summary_dir = item.summary_dir;
const i = JSON.parse(JSON.stringify(item.model_lineage));
i.model_size = parseFloat(
((i.model_size || 0) / 1024 / 1024).toFixed(2),
);
const keys = Object.keys(i.metric || {});
if (keys.length) {
keys.forEach((key) => {
if (i.metric[key] || i.metric[key] === 0) {
const temp = 'metric/' + key;
i[temp] = i.metric[key];
}
});
delete i.metric;
}
const udkeys = Object.keys(i.user_defined || {});
if (udkeys.length) {
udkeys.forEach((key) => {
if (i.user_defined[key] || i.user_defined[key] === 0) {
const temp = 'user_defined/' + key;
i[temp] = i.user_defined[key];
}
});
delete i.user_defined;
}
list.push(i);
}
});
const list = this.setDataOfModel(res.data.object);
this.table.data = list;
this.pagination.total = res.data.count || 0;
this.pagination.currentPage = 0;
@@ -527,11 +545,12 @@ export default {
* Initializing the Eechart
*/
initChart() {
const chartAxis = this.table.mandatoryColumn
.concat(this.table.selectedColumn)
.filter((i) => {
return !this.table.optionsNotInEchart.includes(i);
});
const chartAxis = Object.keys(this.table.columnOptions).filter((i) => {
return (
this.table.columnOptions[i].selected &&
!this.table.optionsNotInEchart.includes(i)
);
});
const data = [];
this.echart.showData.forEach((i, index) => {
const item = {
@@ -566,6 +585,33 @@ export default {
obj.axisLabel = {
show: false,
};
} else {
obj.axisLabel = {
formatter: function(val) {
const strs = val.split('');
let str = '';
if (val.length > 100) {
return val.substring(0, 12) + '...';
} else {
if (chartAxis.length < 10) {
for (let i = 0, s = ''; (s = strs[i++]); ) {
str += s;
if (!(i % 16)) {
str += '\n';
}
}
} else {
for (let i = 0, s = ''; (s = strs[i++]); ) {
str += s;
if (!(i % 12)) {
str += '\n';
}
}
}
return str;
}
},
};
}
}
if (this.keysOfIntValue.includes(key)) {
@@ -583,7 +629,7 @@ export default {
parallel: {
top: 25,
left: 50,
right: 80,
right: 100,
bottom: 10,
parallelAxisDefault: {
type: 'value',
@@ -695,45 +741,14 @@ export default {
RequestService.queryLineagesData(filterParams)
.then(
(res) => {
if (res && res.data && res.data.object) {
const tempList = JSON.parse(JSON.stringify(res.data.object));
const list = [];
const summaryDirList = [];
tempList.forEach((item) => {
if (item.model_lineage) {
item.model_lineage.summary_dir = item.summary_dir;
const i = JSON.parse(JSON.stringify(item.model_lineage));
i.model_size = parseFloat(
((i.model_size || 0) / 1024 / 1024).toFixed(2),
);
const keys = Object.keys(i.metric || {});
if (keys.length) {
keys.forEach((key) => {
if (i.metric[key] || i.metric[key] === 0) {
const temp = 'metric/' + key;
i[temp] = i.metric[key];
}
});
delete i.metric;
}
summaryDirList.push(i.summary_dir);

const udkeys = Object.keys(i.user_defined || {});
if (udkeys.length) {
udkeys.forEach((key) => {
if (
i.user_defined[key] ||
i.user_defined[key] === 0
) {
const temp = 'user_defined/' + key;
i[temp] = i.user_defined[key];
}
});
delete i.user_defined;
}
list.push(i);
}
});
if (
res &&
res.data &&
res.data.object &&
res.data.object.length
) {
const list = this.setDataOfModel(res.data.object);
const summaryDirList = list.map((i) => i.summary_dir);
this.$store.commit('setSummaryDirList', summaryDirList);

this.echart.showData = this.echart.brushData = list;
@@ -749,8 +764,8 @@ export default {
} else {
this.summaryDirList = [];
this.$store.commit('setSummaryDirList', []);
this.checkedSummary = [];
this.noData = true;
this.checkedSummary = summaryDirList;
}
},
(error) => {},
@@ -783,6 +798,9 @@ export default {
* @param {Boolean} value Select All
*/
checkboxSelectAll(value) {
this.table.optionalColumn.forEach((key) => {
this.table.columnOptions[key].selected = value;
});
this.table.selectedColumn = value ? this.table.optionalColumn : [];
this.table.column = this.table.mandatoryColumn
.concat(value ? this.table.optionalColumn : [])
@@ -826,22 +844,20 @@ export default {
if (isNaN(value) || !value) {
return value;
} else {
if (key === 'accuracy') {
return this.toFixedFun(value * 100, 2) + '%';
} else if (key === 'learning_rate') {
let temp = value.toPrecision(3);
if (key === 'learning_rate') {
let temp = value.toPrecision(4);
let row = 0;
while (temp < 1) {
temp = temp * 10;
row += 1;
}
temp = this.toFixedFun(temp, 2);
temp = this.toFixedFun(temp, 4);
return `${temp}${row ? `e-${row}` : ''}`;
} else if (key === 'model_size') {
return value + 'MB';
} else {
if (value < 1000) {
return Math.round(value * Math.pow(10, 2)) / Math.pow(10, 2);
return Math.round(value * Math.pow(10, 4)) / Math.pow(10, 4);
} else {
const reg = /(?=(\B)(\d{3})+$)/g;
return (value + '').replace(reg, ',');
@@ -885,28 +901,24 @@ export default {
-webkit-box-shadow: 0 1px 0 0 rgba(200, 200, 200, 0.5);
box-shadow: 0 1px 0 0 rgba(200, 200, 200, 0.5);
overflow: hidden;
.custom-btn {
border: 1px solid #00a5a7;
border-radius: 2px;
background-color: white;
color: #00a5a7;
}
.custom-btn:hover {
color: #00a5a7;
background: #e9f7f7;
}

.checkbox-area {
.top-area {
margin: 24px 32px 16px;
position: relative;
min-height: 42px;
max-height: 66px;
display: flex;
justify-content: flex-end;
.checkbox {
width: calc(100% - 264px);
max-height: 66px;
overflow: auto;
.mgr30 {
margin-right: 30px;
flex-grow: 1;
.label-legend {
height: 19px;
margin-bottom: 4px;
div {
display: inline-block;
font-size: 12px;
}
div + div {
margin-left: 30px;
}
}
.notShow {
display: none;
@@ -921,11 +933,18 @@ export default {
margin-right: 30px;
}
}

.reset-btn {
position: absolute;
right: 0;
bottom: 0;
.btns {
margin-left: 20px;
.custom-btn {
border: 1px solid #00a5a7;
border-radius: 2px;
background-color: white;
color: #00a5a7;
}
.custom-btn:hover {
color: #00a5a7;
background: #e9f7f7;
}
}
}
#echart {


Write Preview
Loading…
Cancel
Save