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Prometheus: Incremental querying option for to: now dashboards (#62932)
Provide new feature in Prometheus dashboards to cache queried time series data, modify requests to not include previously cached data in order to improve dashboard refresh performance. Co-authored-by: Galen <galen.kistler@grafana.com> Co-authored-by: Leon <leon.sorokin@grafana.com>
This commit is contained in:
Leon Sorokin
GitHub
@@ -0,0 +1,864 @@
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import { clone } from 'lodash';
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import { ArrayVector } from '@grafana/data/src';
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/**
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*
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* @param length - Number of values to add
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* @param start - First timestamp (ms)
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* @param step - step duration (ms)
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*/
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export const getMockTimeFrameArray = (length: number, start: number, step: number): ArrayVector => {
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let timeValues = [];
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for (let i = 0; i < length; i++) {
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timeValues.push(start + i * step);
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}
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return new ArrayVector(timeValues);
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};
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/**
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* @param length - number of "Values" to add
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* @param values
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* @param high
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*/
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export const getMockValueFrameArray = (length: number, values = 0): ArrayVector => {
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return new ArrayVector(Array(length).fill(values));
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};
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const timeFrameWithMissingValuesInMiddle = getMockTimeFrameArray(721, 1675262550000, 30000);
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const timeFrameWithMissingValuesAtStart = getMockTimeFrameArray(721, 1675262550000, 30000);
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const timeFrameWithMissingValuesAtEnd = getMockTimeFrameArray(721, 1675262550000, 30000);
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// Deleting some out the middle
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timeFrameWithMissingValuesInMiddle.toArray().splice(360, 721 - 684);
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timeFrameWithMissingValuesAtStart.toArray().splice(0, 721 - 684);
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timeFrameWithMissingValuesAtEnd.toArray().splice(721 - 684, 721 - 684);
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const mockLabels = {
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__name__: 'cortex_request_duration_seconds_bucket',
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cluster: 'dev-us-central-0',
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container: 'aggregator',
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instance: 'aggregator-7:aggregator:http-metrics',
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job: 'mimir-dev-11/aggregator',
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le: '0.5',
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method: 'GET',
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namespace: 'mimir-dev-11',
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pod: 'aggregator-7',
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route: 'metrics',
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status_code: '200',
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ws: 'false',
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};
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const twoRequestsOneCachedMissingData = {
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first: {
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request: {
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app: 'panel-viewer',
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requestId: 'Q100',
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panelId: 19,
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dashboardId: 884,
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dashboardUID: 'dtngicc4z',
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range: {
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from: '2023-02-01T14:42:54.929Z',
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to: '2023-02-01T20:42:54.929Z',
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raw: { from: 'now-6h', to: 'now' },
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},
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interval: '30s',
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intervalMs: 30000,
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targets: [
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{
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datasource: { type: 'prometheus', uid: 'OPQv8Kc4z' },
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editorMode: 'code',
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expr: '',
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legendFormat: '',
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range: true,
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refId: 'A',
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exemplar: false,
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requestId: '19A',
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utcOffsetSec: -21600,
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},
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],
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startTime: 1675284174929,
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rangeRaw: { from: 'now-6h', to: 'now' },
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},
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dataFrames: [
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{
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name: '+Inf',
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refId: 'A',
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fields: [
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{
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name: 'Time',
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type: 'time',
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typeInfo: { frame: 'time.Time' },
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config: { interval: 30000 },
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// Delete values from the middle
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values: timeFrameWithMissingValuesInMiddle,
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entities: {},
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},
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{
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name: 'Value',
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type: 'number',
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typeInfo: { frame: 'float64' },
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labels: { ...mockLabels, le: '+Inf' },
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config: { displayNameFromDS: '+Inf' },
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values: getMockValueFrameArray(684, 1),
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entities: {},
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},
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],
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length: 684,
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},
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{
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name: '0.5',
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refId: 'A',
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meta: {
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type: 'timeseries-multi',
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custom: { resultType: 'matrix' },
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executedQueryString:
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'Expr: {__name__="cortex_request_duration_seconds_bucket", cluster="dev-us-central-0", container="aggregator", instance=~"aggregator-7:aggregator:http-metrics|aggregator-6:aggregator:http-metrics", job="mimir-dev-11/aggregator", le=~"\\\\+Inf|0.5", method="GET", namespace="mimir-dev-11", pod="aggregator-7"}\nStep: 30s',
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preferredVisualisationType: 'graph',
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},
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fields: [
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{
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name: 'Time',
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type: 'time',
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typeInfo: { frame: 'time.Time' },
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config: { interval: 30000 },
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values: timeFrameWithMissingValuesInMiddle,
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entities: {},
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},
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{
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name: 'Value',
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type: 'number',
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typeInfo: { frame: 'float64' },
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labels: { ...mockLabels, le: '0.5' },
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config: { displayNameFromDS: '0.5' },
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values: getMockValueFrameArray(684, 25349),
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entities: {},
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},
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],
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length: 684,
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},
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],
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originalRange: undefined,
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timeSrv: { from: 'now-6h', to: 'now' },
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},
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second: {
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request: {
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app: 'panel-viewer',
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requestId: 'Q101',
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timezone: 'browser',
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panelId: 19,
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dashboardId: 884,
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dashboardUID: 'dtngicc4z',
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publicDashboardAccessToken: '',
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range: {
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from: '2023-02-01T14:44:01.928Z',
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to: '2023-02-01T20:44:01.928Z',
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raw: { from: 'now-6h', to: 'now' },
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},
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timeInfo: '',
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interval: '30s',
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intervalMs: 30000,
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targets: [
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{
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datasource: { type: 'prometheus', uid: 'OPQv8Kc4z' },
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editorMode: 'code',
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expr: '{__name__="cortex_request_duration_seconds_bucket", cluster="dev-us-central-0", container="aggregator", instance=~"aggregator-7:aggregator:http-metrics|aggregator-6:aggregator:http-metrics", job="mimir-dev-11/aggregator", le=~"\\\\+Inf|0.5", method="GET", namespace="mimir-dev-11", pod="aggregator-7"}',
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legendFormat: '{{le}}',
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range: true,
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refId: 'A',
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exemplar: false,
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requestId: '19A',
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utcOffsetSec: -21600,
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},
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],
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maxDataPoints: 775,
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scopedVars: { __interval: { text: '30s', value: '30s' }, __interval_ms: { text: '30000', value: 30000 } },
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startTime: 1675284241929,
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rangeRaw: { from: 'now-6h', to: 'now' },
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},
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dataFrames: [
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{
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name: '+Inf',
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refId: 'A',
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meta: {
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type: 'timeseries-multi',
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custom: { resultType: 'matrix' },
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executedQueryString:
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'Expr: {__name__="cortex_request_duration_seconds_bucket", cluster="dev-us-central-0", container="aggregator", instance=~"aggregator-7:aggregator:http-metrics|aggregator-6:aggregator:http-metrics", job="mimir-dev-11/aggregator", le=~"\\\\+Inf|0.5", method="GET", namespace="mimir-dev-11", pod="aggregator-7"}\nStep: 30s',
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preferredVisualisationType: 'graph',
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},
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fields: [
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{
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name: 'Time',
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type: 'time',
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typeInfo: { frame: 'time.Time' },
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config: { interval: 30000 },
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values: getMockTimeFrameArray(24, 1675283550000, 30000),
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entities: {},
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},
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{
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name: 'Value',
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type: 'number',
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typeInfo: { frame: 'float64' },
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labels: { ...mockLabels, le: '+Inf' },
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config: { displayNameFromDS: '+Inf' },
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values: getMockValueFrameArray(24, 1),
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entities: {},
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},
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],
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length: 24,
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},
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{
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name: '0.5',
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refId: 'A',
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meta: {
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type: 'timeseries-multi',
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custom: { resultType: 'matrix' },
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executedQueryString:
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'Expr: {__name__="cortex_request_duration_seconds_bucket", cluster="dev-us-central-0", container="aggregator", instance=~"aggregator-7:aggregator:http-metrics|aggregator-6:aggregator:http-metrics", job="mimir-dev-11/aggregator", le=~"\\\\+Inf|0.5", method="GET", namespace="mimir-dev-11", pod="aggregator-7"}\nStep: 30s',
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preferredVisualisationType: 'graph',
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},
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fields: [
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{
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name: 'Time',
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type: 'time',
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typeInfo: { frame: 'time.Time' },
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config: { interval: 30000 },
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values: getMockTimeFrameArray(21, 1675283550000, 30000),
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entities: {},
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},
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{
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name: 'Value',
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type: 'number',
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typeInfo: { frame: 'float64' },
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labels: {
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__name__: 'cortex_request_duration_seconds_bucket',
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cluster: 'dev-us-central-0',
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container: 'aggregator',
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instance: 'aggregator-7:aggregator:http-metrics',
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job: 'mimir-dev-11/aggregator',
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le: '0.5',
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method: 'GET',
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namespace: 'mimir-dev-11',
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pod: 'aggregator-7',
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route: 'metrics',
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status_code: '200',
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ws: 'false',
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},
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config: { displayNameFromDS: '0.5' },
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values: getMockValueFrameArray(21, 2),
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entities: {},
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},
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],
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length: 21,
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},
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],
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originalRange: { end: 1675284241920, start: 1675262641920 },
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timeSrv: { from: 'now-6h', to: 'now' },
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},
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};
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export const IncrementalStorageDataFrameScenarios = {
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histogram: {
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// 3 requests, one 30 seconds after the first, and then the user waits a minute and shortens to a 5 minute query window from 1 hour to force frames to get evicted
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evictionRequests: {
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first: {
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request: {
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range: {
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from: '2023-01-30T19:33:01.332Z',
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to: '2023-01-30T20:33:01.332Z',
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raw: { from: 'now-1h', to: 'now' },
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},
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interval: '15s',
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intervalMs: 15000,
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targets: [
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{
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datasource: { type: 'prometheus', uid: 'OPQv8Kc4z' },
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editorMode: 'code',
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exemplar: false,
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expr: 'sum by(le) (rate(cortex_request_duration_seconds_bucket{cluster="dev-us-central-0", job="cortex-dev-01/cortex-gw-internal", namespace="cortex-dev-01"}[$__rate_interval]))',
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format: 'heatmap',
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legendFormat: '{{le}}',
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range: true,
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refId: 'A',
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requestId: '2A',
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utcOffsetSec: -21600,
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},
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],
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maxDataPoints: 871,
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scopedVars: {
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__interval: { text: '15s', value: '15s' },
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__interval_ms: { text: '15000', value: 15000 },
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},
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startTime: 1675110781332,
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rangeRaw: { from: 'now-1h', to: 'now' },
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},
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dataFrames: [
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{
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name: '0.005',
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refId: 'A',
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meta: {
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type: 'heatmap-rows',
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custom: { resultType: 'matrix' },
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executedQueryString:
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'Expr: sum by(le) (rate(cortex_request_duration_seconds_bucket{cluster="dev-us-central-0", job="cortex-dev-01/cortex-gw-internal", namespace="cortex-dev-01"}[1m0s]))\nStep: 15s',
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},
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fields: [
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{
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name: 'Time',
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type: 'time',
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typeInfo: { frame: 'time.Time' },
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config: { interval: 15000 },
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values: getMockTimeFrameArray(241, 1675107180000, 15000),
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entities: {},
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},
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{
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name: '0.005',
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type: 'number',
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typeInfo: { frame: 'float64' },
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labels: { le: '0.005' },
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config: { displayNameFromDS: '0.005' },
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values: getMockValueFrameArray(241, 2.8),
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entities: {},
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},
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{
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name: '0.01',
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type: 'number',
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typeInfo: { frame: 'float64' },
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labels: { le: '0.01' },
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config: { displayNameFromDS: '0.01' },
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values: getMockValueFrameArray(241, 2.8),
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entities: {},
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},
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{
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name: '0.025',
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type: 'number',
|
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typeInfo: { frame: 'float64' },
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labels: { le: '0.025' },
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config: { displayNameFromDS: '0.025' },
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values: getMockValueFrameArray(241, 2.8),
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entities: {},
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},
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{
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name: '0.05',
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type: 'number',
|
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typeInfo: { frame: 'float64' },
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labels: { le: '0.05' },
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config: { displayNameFromDS: '0.05' },
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values: getMockValueFrameArray(241, 2.8),
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entities: {},
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},
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{
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name: '0.1',
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type: 'number',
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typeInfo: { frame: 'float64' },
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labels: { le: '0.1' },
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config: { displayNameFromDS: '0.1' },
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values: getMockValueFrameArray(241, 2.8),
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entities: {},
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},
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{
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name: '0.25',
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type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
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labels: { le: '0.25' },
|
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config: { displayNameFromDS: '0.25' },
|
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values: getMockValueFrameArray(241, 2.8),
|
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entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.5',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.5' },
|
||||
config: { displayNameFromDS: '0.5' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '1.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '1.0' },
|
||||
config: { displayNameFromDS: '1.0' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '2.5',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '2.5' },
|
||||
config: { displayNameFromDS: '2.5' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '5.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '5.0' },
|
||||
config: { displayNameFromDS: '5.0' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '10.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '10.0' },
|
||||
config: { displayNameFromDS: '10.0' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '25.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '25.0' },
|
||||
config: { displayNameFromDS: '25.0' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '50.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '50.0' },
|
||||
config: { displayNameFromDS: '50.0' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '100.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '100.0' },
|
||||
config: { displayNameFromDS: '100.0' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '+Inf',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '+Inf' },
|
||||
config: { displayNameFromDS: '+Inf' },
|
||||
values: getMockValueFrameArray(241, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
],
|
||||
length: 241,
|
||||
},
|
||||
],
|
||||
},
|
||||
second: {
|
||||
request: {
|
||||
range: {
|
||||
from: '2023-01-30T19:33:31.357Z',
|
||||
to: '2023-01-30T20:33:31.357Z',
|
||||
raw: { from: 'now-1h', to: 'now' },
|
||||
},
|
||||
interval: '15s',
|
||||
intervalMs: 15000,
|
||||
targets: [
|
||||
{
|
||||
datasource: { type: 'prometheus' },
|
||||
editorMode: 'code',
|
||||
exemplar: false,
|
||||
expr: 'sum by(le) (rate(cortex_request_duration_seconds_bucket{cluster="dev-us-central-0", job="cortex-dev-01/cortex-gw-internal", namespace="cortex-dev-01"}[$__rate_interval]))',
|
||||
format: 'heatmap',
|
||||
legendFormat: '{{le}}',
|
||||
range: true,
|
||||
refId: 'A',
|
||||
requestId: '2A',
|
||||
utcOffsetSec: -21600,
|
||||
},
|
||||
],
|
||||
maxDataPoints: 871,
|
||||
scopedVars: {
|
||||
__interval: { text: '15s', value: '15s' },
|
||||
__interval_ms: { text: '15000', value: 15000 },
|
||||
},
|
||||
startTime: 1675110811357,
|
||||
rangeRaw: { from: 'now-1h', to: 'now' },
|
||||
},
|
||||
dataFrames: [
|
||||
{
|
||||
name: '0.005',
|
||||
refId: 'A',
|
||||
meta: {
|
||||
type: 'heatmap-rows',
|
||||
custom: { resultType: 'matrix' },
|
||||
executedQueryString:
|
||||
'Expr: sum by(le) (rate(cortex_request_duration_seconds_bucket{cluster="dev-us-central-0", job="cortex-dev-01/cortex-gw-internal", namespace="cortex-dev-01"}[1m0s]))\nStep: 15s',
|
||||
},
|
||||
fields: [
|
||||
{
|
||||
name: 'Time',
|
||||
type: 'time',
|
||||
typeInfo: { frame: 'time.Time' },
|
||||
config: { interval: 15000 },
|
||||
values: getMockTimeFrameArray(43, 1675110180000, 15000),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.005',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.005' },
|
||||
config: { displayNameFromDS: '0.005' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.01',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.01' },
|
||||
config: { displayNameFromDS: '0.01' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.025',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.025' },
|
||||
config: { displayNameFromDS: '0.025' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.05',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.05' },
|
||||
config: { displayNameFromDS: '0.05' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.1',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.1' },
|
||||
config: { displayNameFromDS: '0.1' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.25',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.25' },
|
||||
config: { displayNameFromDS: '0.25' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.5',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.5' },
|
||||
config: { displayNameFromDS: '0.5' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '1.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '1.0' },
|
||||
config: { displayNameFromDS: '1.0' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '2.5',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '2.5' },
|
||||
config: { displayNameFromDS: '2.5' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '5.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '5.0' },
|
||||
config: { displayNameFromDS: '5.0' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '10.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '10.0' },
|
||||
config: { displayNameFromDS: '10.0' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '25.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '25.0' },
|
||||
config: { displayNameFromDS: '25.0' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '50.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '50.0' },
|
||||
config: { displayNameFromDS: '50.0' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '100.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '100.0' },
|
||||
config: { displayNameFromDS: '100.0' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '+Inf',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '+Inf' },
|
||||
config: { displayNameFromDS: '+Inf' },
|
||||
values: getMockValueFrameArray(43, 2.8),
|
||||
entities: {},
|
||||
},
|
||||
],
|
||||
length: 43,
|
||||
},
|
||||
],
|
||||
},
|
||||
third: {
|
||||
request: {
|
||||
range: {
|
||||
from: '2023-01-30T20:33:31.357Z',
|
||||
to: '2023-01-30T20:34:31.357Z',
|
||||
raw: { from: 'now-5m', to: 'now' },
|
||||
},
|
||||
interval: '15s',
|
||||
intervalMs: 15000,
|
||||
targets: [
|
||||
{
|
||||
datasource: { type: 'prometheus' },
|
||||
editorMode: 'code',
|
||||
exemplar: false,
|
||||
expr: 'sum by(le) (rate(cortex_request_duration_seconds_bucket{cluster="dev-us-central-0", job="cortex-dev-01/cortex-gw-internal", namespace="cortex-dev-01"}[$__rate_interval]))',
|
||||
format: 'heatmap',
|
||||
legendFormat: '{{le}}',
|
||||
range: true,
|
||||
refId: 'A',
|
||||
requestId: '2A',
|
||||
utcOffsetSec: -21600,
|
||||
},
|
||||
],
|
||||
maxDataPoints: 871,
|
||||
scopedVars: {
|
||||
__interval: { text: '15s', value: '15s' },
|
||||
__interval_ms: { text: '15000', value: 15000 },
|
||||
},
|
||||
startTime: 1675110811357,
|
||||
rangeRaw: { from: 'now-1h', to: 'now' },
|
||||
},
|
||||
dataFrames: [
|
||||
{
|
||||
name: '0.005',
|
||||
refId: 'A',
|
||||
meta: {
|
||||
type: 'heatmap-rows',
|
||||
custom: { resultType: 'matrix' },
|
||||
executedQueryString:
|
||||
'Expr: sum by(le) (rate(cortex_request_duration_seconds_bucket{cluster="dev-us-central-0", job="cortex-dev-01/cortex-gw-internal", namespace="cortex-dev-01"}[1m0s]))\nStep: 15s',
|
||||
},
|
||||
fields: [
|
||||
{
|
||||
name: 'Time',
|
||||
type: 'time',
|
||||
typeInfo: { frame: 'time.Time' },
|
||||
config: { interval: 15000 },
|
||||
values: getMockTimeFrameArray(20, 1675110810000, 15000),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.005',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.005' },
|
||||
config: { displayNameFromDS: '0.005' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.01',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.01' },
|
||||
config: { displayNameFromDS: '0.01' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.025',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.025' },
|
||||
config: { displayNameFromDS: '0.025' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.05',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.05' },
|
||||
config: { displayNameFromDS: '0.05' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.1',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.1' },
|
||||
config: { displayNameFromDS: '0.1' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '0.25',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.25' },
|
||||
config: { displayNameFromDS: '0.25' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
|
||||
// Sometimes we don't always get new values, the preprocessing will need to back-fill any missing values
|
||||
{
|
||||
name: '0.5',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '0.5' },
|
||||
config: { displayNameFromDS: '0.5' },
|
||||
values: getMockValueFrameArray(10, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '1.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '1.0' },
|
||||
config: { displayNameFromDS: '1.0' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '2.5',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '2.5' },
|
||||
config: { displayNameFromDS: '2.5' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '5.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '5.0' },
|
||||
config: { displayNameFromDS: '5.0' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '10.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '10.0' },
|
||||
config: { displayNameFromDS: '10.0' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '25.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '25.0' },
|
||||
config: { displayNameFromDS: '25.0' },
|
||||
values: getMockValueFrameArray(10, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '50.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '50.0' },
|
||||
config: { displayNameFromDS: '50.0' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '100.0',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '100.0' },
|
||||
config: { displayNameFromDS: '100.0' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
{
|
||||
name: '+Inf',
|
||||
type: 'number',
|
||||
typeInfo: { frame: 'float64' },
|
||||
labels: { le: '+Inf' },
|
||||
config: { displayNameFromDS: '+Inf' },
|
||||
values: getMockValueFrameArray(20, 4.3),
|
||||
entities: {},
|
||||
},
|
||||
],
|
||||
length: 43,
|
||||
},
|
||||
],
|
||||
},
|
||||
},
|
||||
|
||||
getSeriesWithGapAtEnd: (countOfSeries = 2) => {
|
||||
const templateClone = clone(twoRequestsOneCachedMissingData);
|
||||
for (let i = 0; i < countOfSeries - 1; i++) {
|
||||
templateClone.first.dataFrames[i].fields[0].values = timeFrameWithMissingValuesAtEnd;
|
||||
}
|
||||
return templateClone;
|
||||
},
|
||||
|
||||
getSeriesWithGapAtStart: (countOfSeries = 2) => {
|
||||
const templateClone = clone(twoRequestsOneCachedMissingData);
|
||||
for (let i = 0; i < countOfSeries - 1; i++) {
|
||||
templateClone.first.dataFrames[i].fields[0].values = timeFrameWithMissingValuesAtStart;
|
||||
}
|
||||
return templateClone;
|
||||
},
|
||||
|
||||
getSeriesWithGapInMiddle: (countOfSeries = 2) => {
|
||||
const templateClone = clone(twoRequestsOneCachedMissingData);
|
||||
for (let i = 0; i < countOfSeries - 1; i++) {
|
||||
templateClone.first.dataFrames[i].fields[0].values = timeFrameWithMissingValuesInMiddle;
|
||||
}
|
||||
return templateClone;
|
||||
},
|
||||
},
|
||||
};
|
||||
Reference in New Issue
Block a user