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提交 0a0bec61 编写于 作者: S Sebastian Florek 提交者： Kubernetes Prow Robot
浏览文件
操作

Use ngx-charts to display graphs (#4620) 

* Use ngx-charts to display graphs

* Fix formatting

* Fix test

* Increase default jasmine timeout
上级 94615eaf
隐藏空白更改
内联 并排
Showing with 2016 addition and 1722 deletion
aio/karma-test-shim.js 0 → 100644
浏览文件 @ 0a0bec61
jasmine.DEFAULT_TIMEOUT_INTERVAL = 15000;
aio/karma.conf.js
浏览文件 @ 0a0bec61
......@@ -26,6 +26,11 @@ module.exports = function(config) {
pattern: './node_modules/@angular/material/prebuilt-themes/indigo-pink.css',
included: true,
watched: true
},
{
pattern: './aio/karma-test-shim.js',
included: true,
watched: true,
}
],
......
package-lock.json
浏览文件 @ 0a0bec61
......@@ -142,9 +142,9 @@
}
},
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"dev": true,
"requires": {
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......@@ -1289,16 +1289,15 @@
}
},
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"trim-right": "^1.0.1"
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},
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"source-map": {
......@@ -1316,19 +1315,6 @@
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},
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},
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......@@ -1339,19 +1325,6 @@
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},
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}
}
}
},
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......@@ -1363,109 +1336,6 @@
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......@@ -1487,56 +1357,6 @@
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......@@ -1547,129 +1367,26 @@
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......@@ -1679,19 +1396,6 @@
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......@@ -1701,19 +1405,6 @@
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......@@ -1723,19 +1414,6 @@
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......@@ -1750,45 +1428,6 @@
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"resolved": "https://registry.npmjs.org/yargs/-/yargs-14.2.0.tgz",
"integrity": "sha512-/is78VKbKs70bVZH7w4YaZea6xcJWOAwkhbR0CFuZBmYtfTYF0xjGJF43AYd8g2Uii1yJwmS5GR2vBmrc32sbg==",
"version": "14.2.2",
"resolved": "https://registry.npmjs.org/yargs/-/yargs-14.2.2.tgz",
"integrity": "sha512-/4ld+4VV5RnrynMhPZJ/ZpOCGSCeghMykZ3BhdFBDa9Wy/RH6uEGNWDJog+aUlq+9OM1CFTgtYRW5Is1Po9NOA==",
"dev": true,
"requires": {
"cliui": "^5.0.0",
......@@ -21298,9 +21547,9 @@
},
"dependencies": {
"schema-utils": {
"version": "2.6.0",
"resolved": "https://registry.npmjs.org/schema-utils/-/schema-utils-2.6.0.tgz",
"integrity": "sha512-UlPB1ME4i/71cih/Rv92gK8043CrJTc2mjkyxDp4pdJ7ZfzY0g0hdGjjDB23jX3X+NXSneCdQbScGhn6K2tbpQ==",
"version": "2.6.1",
"resolved": "https://registry.npmjs.org/schema-utils/-/schema-utils-2.6.1.tgz",
"integrity": "sha512-0WXHDs1VDJyo+Zqs9TKLKyD/h7yDpHUhEFsM2CzkICFdoX1av+GBq/J2xRTFfsQO5kBfhZzANf2VcIm84jqDbg==",
"dev": true,
"requires": {
"ajv": "^6.10.2",
......@@ -21466,11 +21715,14 @@
"yallist": "^4.0.0"
},
"dependencies": {
"chownr": {
"version": "1.1.3",
"resolved": "https://registry.npmjs.org/chownr/-/chownr-1.1.3.tgz",
"integrity": "sha512-i70fVHhmV3DtTl6nqvZOnIjbY0Pe4kAUjwHj8z0zAdgBtYrJyYwLKCCuRBQ5ppkyL0AkN7HKRnETdmdp1zqNXw==",
"dev": true
"fs-minipass": {
"version": "2.0.0",
"resolved": "https://registry.npmjs.org/fs-minipass/-/fs-minipass-2.0.0.tgz",
"integrity": "sha512-40Qz+LFXmd9tzYVnnBmZvFfvAADfUA14TXPK1s7IfElJTIZ97rA8w4Kin7Wt5JBrC3ShnnFJO/5vPjPEeJIq9A==",
"dev": true,
"requires": {
"minipass": "^3.0.0"
}
},
"minipass": {
"version": "3.1.1",
......@@ -21481,6 +21733,16 @@
"yallist": "^4.0.0"
}
},
"minizlib": {
"version": "2.1.0",
"resolved": "https://registry.npmjs.org/minizlib/-/minizlib-2.1.0.tgz",
"integrity": "sha512-EzTZN/fjSvifSX0SlqUERCN39o6T40AMarPbv0MrarSFtIITCBh7bi+dU8nxGFHuqs9jdIAeoYoKuQAAASsPPA==",
"dev": true,
"requires": {
"minipass": "^3.0.0",
"yallist": "^4.0.0"
}
},
"yallist": {
"version": "4.0.0",
"resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
......@@ -21710,9 +21972,9 @@
}
},
"thunky": {
"version": "1.0.3",
"resolved": "https://registry.npmjs.org/thunky/-/thunky-1.0.3.tgz",
"integrity": "sha512-YwT8pjmNcAXBZqrubu22P4FYsh2D4dxRmnWBOL8Jk8bUcRUtc5326kx32tuTmFDAZtLOGEVNl8POAR8j896Iow==",
"version": "1.1.0",
"resolved": "https://registry.npmjs.org/thunky/-/thunky-1.1.0.tgz",
"integrity": "sha512-eHY7nBftgThBqOyHGVN+l8gF0BucP09fMo0oO/Lb0w1OF80dJv+lDVpXG60WMQvkcxAkNybKsrEIE3ZtKGmPrA==",
"dev": true
},
"time-stamp": {
......@@ -21842,9 +22104,9 @@
"dev": true
},
"tokenizr": {
"version": "1.5.4",
"resolved": "https://registry.npmjs.org/tokenizr/-/tokenizr-1.5.4.tgz",
"integrity": "sha512-rajluZChTcvTuLwrs5pAM2QhM5vQ9Aj80nXOD0XWqRnJfNa3QFuiCQNZ9ky/O1up4zzZA57TQO6DVDnXDRbPGA==",
"version": "1.5.5",
"resolved": "https://registry.npmjs.org/tokenizr/-/tokenizr-1.5.5.tgz",
"integrity": "sha512-cbiOvnZXf9JFUAgbxnsu8Uv0KDiPKevcYRcx/UirBqwgm4PJ6Vigi5ezjXeVTD0Tk6uGzwocGGjmkgPP8NLlAw==",
"dev": true
},
"tough-cookie": {
......@@ -21976,9 +22238,9 @@
"dev": true
},
"type": {
"version": "1.0.3",
"resolved": "https://registry.npmjs.org/type/-/type-1.0.3.tgz",
"integrity": "sha512-51IMtNfVcee8+9GJvj0spSuFcZHe9vSib6Xtgsny1Km9ugyz2mbS08I3rsUIRYgJohFRFU1160sgRodYz378Hg==",
"version": "1.2.0",
"resolved": "https://registry.npmjs.org/type/-/type-1.2.0.tgz",
"integrity": "sha512-+5nt5AAniqsCnu2cEQQdpzCAh33kVx8n0VoFidKpB1dVVLAN/F+bgVOqOJqOnEnrhp222clB5p3vUlD+1QAnfg==",
"dev": true
},
"type-check": {
......@@ -21991,9 +22253,9 @@
}
},
"type-fest": {
"version": "0.5.2",
"resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.5.2.tgz",
"integrity": "sha512-DWkS49EQKVX//Tbupb9TFa19c7+MK1XmzkrZUR8TAktmE/DizXoaoJV6TZ/tSIPXipqNiRI6CyAe7x69Jb6RSw==",
"version": "0.8.1",
"resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.8.1.tgz",
"integrity": "sha512-4dbzIzqvjtgiM5rw1k5rEHtBANKmdudhGyBEajN01fEyhaAIhsoKNy6y7+IN93IfpFtwY9iqi7kD+xwKhQsNJA==",
"dev": true
},
"type-is": {
......@@ -22025,9 +22287,9 @@
"dev": true
},
"uglify-js": {
"version": "3.6.9",
"resolved": "https://registry.npmjs.org/uglify-js/-/uglify-js-3.6.9.tgz",
"integrity": "sha512-pcnnhaoG6RtrvHJ1dFncAe8Od6Nuy30oaJ82ts6//sGSXOP5UjBMEthiProjXmMNHOfd93sqlkztifFMcb+4yw==",
"version": "3.7.0",
"resolved": "https://registry.npmjs.org/uglify-js/-/uglify-js-3.7.0.tgz",
"integrity": "sha512-PC/ee458NEMITe1OufAjal65i6lB58R1HWMRcxwvdz1UopW0DYqlRL3xdu3IcTvTXsB02CRHykidkTRL+A3hQA==",
"dev": true,
"optional": true,
"requires": {
......@@ -22035,13 +22297,6 @@
"source-map": "~0.6.1"
},
"dependencies": {
"commander": {
"version": "2.20.3",
"resolved": "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz",
"integrity": "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==",
"dev": true,
"optional": true
},
"source-map": {
"version": "0.6.1",
"resolved": "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz",
......@@ -24177,34 +24432,6 @@
"is-buffer": "^1.1.5"
}
},
"mime": {
"version": "2.4.4",
"resolved": "https://registry.npmjs.org/mime/-/mime-2.4.4.tgz",
"integrity": "sha512-LRxmNwziLPT828z+4YkNzloCFC2YM4wrB99k+AV5ZbEyfGNWfG8SO1FUXLmLDBSo89NrJZ4DIWeLjy1CHGhMGA==",
"dev": true
},
"portfinder": {
"version": "1.0.25",
"resolved": "https://registry.npmjs.org/portfinder/-/portfinder-1.0.25.tgz",
"integrity": "sha512-6ElJnHBbxVA1XSLgBp7G1FiCkQdlqGzuF7DswL5tcea+E8UpuvPU7beVAjjRwCioTS9ZluNbu+ZyRvgTsmqEBg==",
"dev": true,
"requires": {
"async": "^2.6.2",
"debug": "^3.1.1",
"mkdirp": "^0.5.1"
},
"dependencies": {
"debug": {
"version": "3.2.6",
"resolved": "https://registry.npmjs.org/debug/-/debug-3.2.6.tgz",
"integrity": "sha512-mel+jf7nrtEl5Pn1Qx46zARXKDpBbvzezse7p7LqINmdoIk8PYP5SySaxEmYv6TZ0JyEKA1hsCId6DIhgITtWQ==",
"dev": true,
"requires": {
"ms": "^2.1.1"
}
}
}
},
"readdirp": {
"version": "2.2.1",
"resolved": "https://registry.npmjs.org/readdirp/-/readdirp-2.2.1.tgz",
......@@ -24234,19 +24461,6 @@
"is-number": "^3.0.0",
"repeat-string": "^1.6.1"
}
},
"webpack-dev-middleware": {
"version": "3.7.2",
"resolved": "https://registry.npmjs.org/webpack-dev-middleware/-/webpack-dev-middleware-3.7.2.tgz",
"integrity": "sha512-1xC42LxbYoqLNAhV6YzTYacicgMZQTqRd27Sim9wn5hJrX3I5nxYy1SxSd4+gjUFsz1dQFj+yEe6zEVmSkeJjw==",
"dev": true,
"requires": {
"memory-fs": "^0.4.1",
"mime": "^2.4.4",
"mkdirp": "^0.5.1",
"range-parser": "^1.2.1",
"webpack-log": "^2.0.0"
}
}
}
},
......@@ -24356,6 +24570,12 @@
"integrity": "sha1-tDFbtCFKPXBY6+7okuE/ok2YsHU=",
"dev": true
},
"word-wrap": {
"version": "1.2.3",
"resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz",
"integrity": "sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==",
"dev": true
},
"wordwrap": {
"version": "0.0.3",
"resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-0.0.3.tgz",
......@@ -24488,9 +24708,9 @@
"dev": true
},
"yallist": {
"version": "3.0.3",
"resolved": "https://registry.npmjs.org/yallist/-/yallist-3.0.3.tgz",
"integrity": "sha512-S+Zk8DEWE6oKpV+vI3qWkaK+jSbIK86pCwe2IF/xwIpQ8jEuxpw9NyaGjmp9+BoJv5FV2piqCDcoCtStppiq2A==",
"version": "3.1.1",
"resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
"integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
"dev": true
},
"yargs": {
......
src/app/frontend/_theming.scss
浏览文件 @ 0a0bec61
......@@ -282,4 +282,10 @@
.c3-tooltip {
color: $dark-primary-text;
}
.ngx-charts {
text {
fill: mat-color($foreground-palette, text) !important;
}
}
}
src/app/frontend/common/components/allocationchart/component.ts
浏览文件 @ 0a0bec61
......@@ -12,7 +12,7 @@
// See the License for the specific language governing permissions and
// limitations under the License.
import {AfterViewInit, Component, Input, OnChanges} from '@angular/core';
import {Component, Input, OnChanges} from '@angular/core';
import {ChartAPI, generate} from 'c3';
import {BaseType, select, Selection} from 'd3';
......
src/app/frontend/common/components/graph/component.ts
浏览文件 @ 0a0bec61
......@@ -12,84 +12,103 @@
// See the License for the specific language governing permissions and
// limitations under the License.
import {AfterViewInit, Component, Input, OnChanges, OnInit, SimpleChanges} from '@angular/core';
import {Component, Input, OnChanges, OnInit, SimpleChanges} from '@angular/core';
import {Metric} from '@api/backendapi';
import {generate} from 'c3';
import {timeFormat} from 'd3';
import {select} from 'd3-selection';
import {curveBasis, CurveFactory, timeFormat} from 'd3';
import {coresFilter, memoryFilter} from './helper';
import {compareCoreSuffix, compareMemorySuffix, coresFilter, memoryFilter} from './helper';
export enum GraphType {
CPU = 'cpu',
Memory = 'memory',
}
@Component({selector: 'kd-graph', templateUrl: './template.html'})
export class GraphComponent implements OnInit, AfterViewInit, OnChanges {
export class GraphComponent implements OnInit, OnChanges {
@Input() metric: Metric;
@Input() id: string;
private name: string;
@Input() graphType: GraphType = GraphType.CPU;
series: Array<{name: string; series: Array<{value: number; name: string}>}> = [];
curve = curveBasis;
customColors = {};
yAxisLabel = '';
yAxisTickFormatting = (value: number) => `${value} ${this.yAxisSuffix_}`;
private suffixMap_: Map<number, string> = new Map<number, string>();
private yAxisSuffix_ = '';
ngOnInit(): void {
if (this.id) {
this.name = this.id;
this.id = this.id.replace(/\s/g, '');
if (!this.graphType) {
throw new Error('Graph type has to be provided.');
}
}
ngAfterViewInit(): void {
if (this.metric && this.id) {
this.generateGraph();
}
this.series = this.generateSeries_();
this.customColors = this.getColor_();
this.yAxisLabel = this.graphType === GraphType.CPU ? 'CPU (cores)' : 'Memory (bytes)';
}
ngOnChanges(changes: SimpleChanges): void {
if (changes['id']) {
this.name = changes['id'].currentValue;
}
ngOnChanges(_: SimpleChanges): void {
this.suffixMap_.clear();
this.series = this.generateSeries_();
}
if (changes['metric']) {
this.metric = changes['metric'].currentValue;
this.generateGraph();
}
getTooltipValue(value: number): string {
return `${value} ${this.suffixMap_.has(value) ? this.suffixMap_.get(value) : ''}`;
}
private generateGraph() {
generate({
bindto: select(`#${this.id}`),
size: {
height: 200,
},
padding: {
right: 25,
private generateSeries_(): Array<{name: string; series: Array<{value: number; name: string}>}> {
return [
{
name: this.id,
series: this.metric.dataPoints.map(point => {
return {
value: this.normalize_(point.y),
name: timeFormat('%H:%M')(new Date(1000 * point.x)),
};
}),
},
data: {
x: 'x',
columns: [
['x', ...this.metric.dataPoints.map(dp => dp.x)],
[this.name, ...this.metric.dataPoints.map(dp => dp.y)],
],
types: {
'CPU Usage': 'area-spline',
'Memory Usage': 'area-spline',
},
colors: {
'CPU Usage': '#00c752',
'Memory Usage': '#326de6',
},
},
axis: {
x: {
tick: {
format: (x: number): string => {
return timeFormat('%H:%M')(new Date(1000 * x));
},
];
}
private getColor_(): Array<{name: string; value: string}> {
return this.graphType === GraphType.CPU
? [
{
name: this.id,
value: '#00c752',
},
label: 'Time',
},
y: {
tick: {
format: this.name.includes('CPU') ? coresFilter : memoryFilter,
]
: [
{
name: this.id,
value: '#326de6',
},
label: this.name.includes('CPU') ? 'CPU (Cores)' : 'Memory (bytes)',
},
},
});
];
}
private normalize_(data: number): number {
const filtered = this.graphType === GraphType.CPU ? coresFilter(data) : memoryFilter(data);
const parts = filtered.split(' ');
const value = Number(parts[0]);
if (parts.length > 1) {
this.suffixMap_.set(value, parts[1]);
switch (this.graphType) {
case GraphType.CPU:
this.yAxisSuffix_ =
compareCoreSuffix(this.yAxisSuffix_, parts[1]) === -1 ? parts[1] : this.yAxisSuffix_;
break;
case GraphType.Memory:
this.yAxisSuffix_ =
compareMemorySuffix(this.yAxisSuffix_, parts[1]) === -1 ? parts[1] : this.yAxisSuffix_;
break;
default:
this.yAxisSuffix_ = '';
}
}
return value;
}
}
src/app/frontend/common/components/graph/helper.ts
浏览文件 @ 0a0bec61
......@@ -20,6 +20,13 @@ const coreBase = 1000;
/** Names of the suffixes where I-th name is for base^I suffix. */
const corePowerSuffixes = ['', 'k', 'M', 'G', 'T'];
export function compareCoreSuffix(first: string, second: string): number {
const firstIdx = corePowerSuffixes.indexOf(first);
const secondIdx = corePowerSuffixes.indexOf(second);
return firstIdx === secondIdx ? 0 : firstIdx > secondIdx ? 1 : -1;
}
function precisionFilter(d: number): string {
if (d >= 1000) {
return format(',')(Number(d.toPrecision(3)));
......@@ -57,6 +64,13 @@ const memoryBase = 1024;
/** Names of the suffixes where I-th name is for base^I suffix. */
const memoryPowerSuffixes = ['', 'Ki', 'Mi', 'Gi', 'Ti', 'Pi'];
export function compareMemorySuffix(first: string, second: string): number {
const firstIdx = memoryPowerSuffixes.indexOf(first);
const secondIdx = memoryPowerSuffixes.indexOf(second);
return firstIdx === secondIdx ? 0 : firstIdx > secondIdx ? 1 : -1;
}
/**
* Returns filter function that formats memory in bytes.
*/
......
src/app/frontend/common/components/graph/template.html
浏览文件 @ 0a0bec61
......@@ -14,6 +14,19 @@ See the License for the specific language governing permissions and
limitations under the License.
-->
<div [id]="id">
<!-- Graph <svg> is inserted in here. -->
</div>
<ngx-charts-area-chart fxFlex
[xAxis]="true"
[yAxis]="true"
[showYAxisLabel]="true"
[yAxisLabel]="yAxisLabel"
[yAxisTickFormatting]="yAxisTickFormatting"
[results]="series"
[showGridLines]="true"
[curve]="curve"
[customColors]="customColors"
[gradient]="true">
<ng-template #seriesTooltipTemplate
let-model="model">
<pre>{{model[0].series}}: {{getTooltipValue(model[0].value)}}</pre>
</ng-template>
</ngx-charts-area-chart>
src/app/frontend/common/components/graphcard/component.spec.ts
浏览文件 @ 0a0bec61
......@@ -12,14 +12,13 @@
// See the License for the specific language governing permissions and
// limitations under the License.
import {SimpleChange} from '@angular/core';
import {async, ComponentFixture, TestBed} from '@angular/core/testing';
import {NoopAnimationsModule} from '@angular/platform-browser/animations';
import {Metric} from '@api/backendapi';
import {SharedModule} from '../../../shared.module';
import {CardComponent} from '../card/component';
import {GraphComponent} from '../graph/component';
import {GraphComponent, GraphType} from '../graph/component';
import {GraphCardComponent} from './component';
......@@ -68,6 +67,7 @@ describe('GraphCardComponent', () => {
component.graphTitle = 'CPU';
component.selectedMetricName = 'cpu/usage';
component.selectedMetric = testMetrics[0];
component.graphType = GraphType.CPU;
testHostFixture.detectChanges();
expect(component.shouldShowGraph()).toBeTruthy();
......
src/app/frontend/common/components/graphcard/component.ts
浏览文件 @ 0a0bec61
......@@ -14,11 +14,13 @@
import {Component, Input, OnChanges, SimpleChanges} from '@angular/core';
import {Metric} from '@api/backendapi';
import {GraphType} from '../graph/component';
@Component({selector: 'kd-graph-card', templateUrl: './template.html'})
export class GraphCardComponent implements OnChanges {
@Input() graphTitle: string;
@Input() graphInfo: string;
@Input() graphType: GraphType;
@Input() metrics: Metric[];
@Input() selectedMetricName: string;
selectedMetric: Metric;
......
src/app/frontend/common/components/graphcard/template.html
浏览文件 @ 0a0bec61
......@@ -20,6 +20,7 @@ limitations under the License.
fxLayout="row">{{graphTitle}} <span *ngIf="graphInfo">{{graphTitle}}</span></div>
<div content>
<kd-graph [id]="graphTitle"
[graphType]="graphType"
[metric]="selectedMetric"></kd-graph>
</div>
</kd-card>
src/app/frontend/common/components/graphmetrics/component.ts
浏览文件 @ 0a0bec61
......@@ -14,6 +14,7 @@
import {Component, Input} from '@angular/core';
import {Metric} from '@api/backendapi';
import {GraphType} from '../graph/component';
@Component({
selector: 'kd-graph-metrics',
......@@ -23,6 +24,8 @@ import {Metric} from '@api/backendapi';
export class GraphMetricsComponent {
@Input() metrics: Metric[];
readonly GraphType: typeof GraphType = GraphType;
showGraphs(): boolean {
return (
this.metrics &&
......
src/app/frontend/common/components/graphmetrics/template.html
浏览文件 @ 0a0bec61
......@@ -18,11 +18,13 @@ limitations under the License.
*ngIf="showGraphs()">
<div class="graph-col">
<kd-graph-card graphTitle="CPU Usage"
[graphType]="GraphType.CPU"
[metrics]="metrics"
selectedMetricName="cpu/usage_rate"></kd-graph-card>
</div>
<div class="graph-col">
<kd-graph-card graphTitle="Memory Usage"
[graphType]="GraphType.Memory"
[metrics]="metrics"
selectedMetricName="memory/usage"></kd-graph-card>
</div>
......
src/app/frontend/common/services/resource/resource.ts
浏览文件 @ 0a0bec61
......@@ -45,7 +45,11 @@ export class ResourceService<T> extends ResourceBase<T> {
return timer(0, interval);
}),
)
.pipe(switchMapTo(this.http_.get<T>(endpoint, {params})))
.pipe(
switchMapTo(
this.http_.get<T>(endpoint, {params}),
),
)
.pipe(publishReplay(1))
.pipe(refCount());
}
......@@ -85,7 +89,11 @@ export class NamespacedResourceService<T> extends ResourceBase<T> {
return timer(0, interval);
}),
)
.pipe(switchMapTo(this.http_.get<T>(endpoint, {params})))
.pipe(
switchMapTo(
this.http_.get<T>(endpoint, {params}),
),
)
.pipe(publishReplay(1))
.pipe(refCount());
}
......
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