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Merge pull request #10434 from craig-miskell-fluxfederation/prometheus_align_queries

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Align queries to prometheus with the step
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David 2018-05-14 12:30:55 +02:00 committed by GitHub
commit 65f9970a3e
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3 changed files with 141 additions and 96 deletions
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44
public/app/plugins/datasource/prometheus/datasource.ts
View File

@ -107,10 +107,18 @@ export class PrometheusDatasource {
return this.templateSrv.variableExists(target.expr);
}
clampRange(start, end, step) {
const clampedEnd = Math.ceil(end / step) * step;
const clampedRange = Math.floor((end - start) / step) * step;
return {
end: clampedEnd,
start: clampedEnd - clampedRange,
};
}
query(options) {
var start = this.getPrometheusTime(options.range.from, false);
var end = this.getPrometheusTime(options.range.to, true);
var range = Math.ceil(end - start);
var queries = [];
var activeTargets = [];
@ -123,7 +131,7 @@ export class PrometheusDatasource {
}
activeTargets.push(target);
queries.push(this.createQuery(target, options, range));
queries.push(this.createQuery(target, options, start, end));
}
// No valid targets, return the empty result to save a round trip.
@ -133,7 +141,7 @@ export class PrometheusDatasource {
var allQueryPromise = _.map(queries, query => {
if (!query.instant) {
return this.performTimeSeriesQuery(query, start, end);
return this.performTimeSeriesQuery(query, query.start, query.end);
} else {
return this.performInstantQuery(query, end);
}
@ -147,7 +155,8 @@ export class PrometheusDatasource {
throw response.error;
}
let transformerOptions = {
// Keeping original start/end for transformers
const transformerOptions = {
format: activeTargets[index].format,
step: queries[index].step,
legendFormat: activeTargets[index].legendFormat,
@ -165,9 +174,10 @@ export class PrometheusDatasource {
});
}
createQuery(target, options, range) {
createQuery(target, options, start, end) {
var query: any = {};
query.instant = target.instant;
var range = Math.ceil(end - start);
var interval = kbn.interval_to_seconds(options.interval);
// Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
@ -191,6 +201,12 @@ export class PrometheusDatasource {
// Only replace vars in expression after having (possibly) updated interval vars
query.expr = this.templateSrv.replace(target.expr, scopedVars, this.interpolateQueryExpr);
query.requestId = options.panelId + target.refId;
// Align query interval with step
const adjusted = this.clampRange(start, end, query.step);
query.start = adjusted.start;
query.end = adjusted.end;
return query;
}
@ -270,22 +286,18 @@ export class PrometheusDatasource {
return this.$q.when([]);
}
var interpolated = this.templateSrv.replace(expr, {}, this.interpolateQueryExpr);
var step = '60s';
if (annotation.step) {
step = this.templateSrv.replace(annotation.step);
}
var step = annotation.step || '60s';
var start = this.getPrometheusTime(options.range.from, false);
var end = this.getPrometheusTime(options.range.to, true);
var query = {
expr: interpolated,
step: this.adjustInterval(kbn.interval_to_seconds(step), 0, Math.ceil(end - start), 1) + 's',
// Unsetting min interval
const queryOptions = {
...options,
interval: '0s',
};
const query = this.createQuery({ expr, interval: step }, queryOptions, start, end);
var self = this;
return this.performTimeSeriesQuery(query, start, end).then(function(results) {
return this.performTimeSeriesQuery(query, query.start, query.end).then(function(results) {
var eventList = [];
tagKeys = tagKeys.split(',');

9
public/app/plugins/datasource/prometheus/partials/query.editor.html
View File

@ -14,8 +14,8 @@
data-min-length=0 data-items=1000 ng-model-onblur ng-change="ctrl.refreshMetricData()">
</input>
<info-popover mode="right-absolute">
Controls the name of the time series, using name or pattern. For example <span ng-non-bindable>{{hostname}}</span> will be replaced with label value for
the label hostname.
Controls the name of the time series, using name or pattern. For example
<span ng-non-bindable>{{hostname}}</span> will be replaced with label value for the label hostname.
</info-popover>
</div>
@ -25,7 +25,8 @@
placeholder="{{ctrl.panelCtrl.interval}}" data-min-length=0 data-items=100 ng-model-onblur ng-change="ctrl.refreshMetricData()"
/>
<info-popover mode="right-absolute">
Leave blank for auto handling based on time range and panel width
Leave blank for auto handling based on time range and panel width. Note that the actual dates used in the query will be adjusted
to a multiple of the interval step.
</info-popover>
</div>
@ -57,4 +58,4 @@
<div class="gf-form-label gf-form-label--grow"></div>
</div>
</div>
</query-editor-row>
</query-editor-row>

184
public/app/plugins/datasource/prometheus/specs/datasource_specs.ts
View File

@ -4,6 +4,12 @@ import $ from 'jquery';
import helpers from 'test/specs/helpers';
import { PrometheusDatasource } from '../datasource';
const SECOND = 1000;
const MINUTE = 60 * SECOND;
const HOUR = 60 * MINUTE;
const time = ({ hours = 0, seconds = 0, minutes = 0 }) => moment(hours * HOUR + minutes * MINUTE + seconds * SECOND);
describe('PrometheusDatasource', function() {
var ctx = new helpers.ServiceTestContext();
var instanceSettings = {
@ -29,18 +35,16 @@ describe('PrometheusDatasource', function() {
$httpBackend.when('GET', /\.html$/).respond('');
})
);
describe('When querying prometheus with one target using query editor target spec', function() {
var results;
var urlExpected =
'proxied/api/v1/query_range?query=' +
encodeURIComponent('test{job="testjob"}') +
'&start=1443438675&end=1443460275&step=60';
var query = {
range: { from: moment(1443438674760), to: moment(1443460274760) },
range: { from: time({ seconds: 63 }), to: time({ seconds: 183 }) },
targets: [{ expr: 'test{job="testjob"}', format: 'time_series' }],
interval: '60s',
};
// Interval alignment with step
var urlExpected =
'proxied/api/v1/query_range?query=' + encodeURIComponent('test{job="testjob"}') + '&start=120&end=240&step=60';
var response = {
status: 'success',
data: {
@ -48,7 +52,7 @@ describe('PrometheusDatasource', function() {
result: [
{
metric: { __name__: 'test', job: 'testjob' },
values: [[1443454528, '3846']],
values: [[60, '3846']],
},
],
},
@ -70,8 +74,8 @@ describe('PrometheusDatasource', function() {
});
describe('When querying prometheus with one target which return multiple series', function() {
var results;
var start = 1443438675;
var end = 1443460275;
var start = 60;
var end = 360;
var step = 60;
var urlExpected =
'proxied/api/v1/query_range?query=' +
@ -83,7 +87,7 @@ describe('PrometheusDatasource', function() {
'&step=' +
step;
var query = {
range: { from: moment(1443438674760), to: moment(1443460274760) },
range: { from: time({ seconds: start }), to: time({ seconds: end }) },
targets: [{ expr: 'test{job="testjob"}', format: 'time_series' }],
interval: '60s',
};
@ -139,9 +143,9 @@ describe('PrometheusDatasource', function() {
});
describe('When querying prometheus with one target and instant = true', function() {
var results;
var urlExpected = 'proxied/api/v1/query?query=' + encodeURIComponent('test{job="testjob"}') + '&time=1443460275';
var urlExpected = 'proxied/api/v1/query?query=' + encodeURIComponent('test{job="testjob"}') + '&time=123';
var query = {
range: { from: moment(1443438674760), to: moment(1443460274760) },
range: { from: time({ seconds: 63 }), to: time({ seconds: 123 }) },
targets: [{ expr: 'test{job="testjob"}', format: 'time_series', instant: true }],
interval: '60s',
};
@ -152,7 +156,7 @@ describe('PrometheusDatasource', function() {
result: [
{
metric: { __name__: 'test', job: 'testjob' },
value: [1443454528, '3846'],
value: [123, '3846'],
},
],
},
@ -177,7 +181,7 @@ describe('PrometheusDatasource', function() {
var urlExpected =
'proxied/api/v1/query_range?query=' +
encodeURIComponent('ALERTS{alertstate="firing"}') +
'&start=1443438675&end=1443460275&step=60s';
'&start=120&end=180&step=60';
var options = {
annotation: {
expr: 'ALERTS{alertstate="firing"}',
@ -186,8 +190,8 @@ describe('PrometheusDatasource', function() {
textFormat: '{{instance}}',
},
range: {
from: moment(1443438674760),
to: moment(1443460274760),
from: time({ seconds: 63 }),
to: time({ seconds: 123 }),
},
};
var response = {
@ -203,7 +207,7 @@ describe('PrometheusDatasource', function() {
instance: 'testinstance',
job: 'testjob',
},
values: [[1443454528, '1']],
values: [[123, '1']],
},
],
},
@ -221,15 +225,15 @@ describe('PrometheusDatasource', function() {
expect(results[0].tags).to.contain('testjob');
expect(results[0].title).to.be('InstanceDown');
expect(results[0].text).to.be('testinstance');
expect(results[0].time).to.be(1443454528 * 1000);
expect(results[0].time).to.be(123 * 1000);
});
});
describe('When resultFormat is table and instant = true', function() {
var results;
var urlExpected = 'proxied/api/v1/query?query=' + encodeURIComponent('test{job="testjob"}') + '&time=1443460275';
var urlExpected = 'proxied/api/v1/query?query=' + encodeURIComponent('test{job="testjob"}') + '&time=123';
var query = {
range: { from: moment(1443438674760), to: moment(1443460274760) },
range: { from: time({ seconds: 63 }), to: time({ seconds: 123 }) },
targets: [{ expr: 'test{job="testjob"}', format: 'time_series', instant: true }],
interval: '60s',
};
@ -240,7 +244,7 @@ describe('PrometheusDatasource', function() {
result: [
{
metric: { __name__: 'test', job: 'testjob' },
value: [1443454528, '3846'],
value: [123, '3846'],
},
],
},
@ -270,8 +274,8 @@ describe('PrometheusDatasource', function() {
it('should be min interval when greater than auto interval', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'test',
@ -280,7 +284,7 @@ describe('PrometheusDatasource', function() {
],
interval: '5s',
};
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=1443438675&end=1443460275&step=10';
var urlExpected = 'proxied/api/v1/query_range?query=test&start=60&end=420&step=10';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -288,12 +292,12 @@ describe('PrometheusDatasource', function() {
it('step should never go below 1', function() {
var query = {
// 6 hour range
range: { from: moment(1508318768202), to: moment(1508318770118) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [{ expr: 'test' }],
interval: '100ms',
};
var urlExpected = 'proxied/api/v1/query_range?query=test&start=1508318769&end=1508318771&step=1';
var urlExpected = 'proxied/api/v1/query_range?query=test&start=60&end=420&step=1';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -301,8 +305,8 @@ describe('PrometheusDatasource', function() {
it('should be auto interval when greater than min interval', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'test',
@ -311,7 +315,7 @@ describe('PrometheusDatasource', function() {
],
interval: '10s',
};
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=1443438675&end=1443460275&step=10';
var urlExpected = 'proxied/api/v1/query_range?query=test&start=60&end=420&step=10';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -319,19 +323,21 @@ describe('PrometheusDatasource', function() {
it('should result in querying fewer than 11000 data points', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
range: { from: time({ hours: 1 }), to: time({ hours: 7 }) },
targets: [{ expr: 'test' }],
interval: '1s',
};
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=1443438675&end=1443460275&step=2';
var end = 7 * 60 * 60;
var start = 60 * 60;
var urlExpected = 'proxied/api/v1/query_range?query=test&start=' + start + '&end=' + end + '&step=2';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
});
it('should not apply min interval when interval * intervalFactor greater', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'test',
@ -341,15 +347,16 @@ describe('PrometheusDatasource', function() {
],
interval: '5s',
};
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=1443438675&end=1443460275&step=50';
// times get rounded up to interval
var urlExpected = 'proxied/api/v1/query_range?query=test&start=100&end=450&step=50';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
});
it('should apply min interval when interval * intervalFactor smaller', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'test',
@ -359,15 +366,15 @@ describe('PrometheusDatasource', function() {
],
interval: '5s',
};
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=1443438675&end=1443460275&step=15';
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=60&end=420&step=15';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
});
it('should apply intervalFactor to auto interval when greater', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'test',
@ -377,7 +384,8 @@ describe('PrometheusDatasource', function() {
],
interval: '10s',
};
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=1443438675&end=1443460275&step=100';
// times get rounded up to interval
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=200&end=500&step=100';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -385,7 +393,7 @@ describe('PrometheusDatasource', function() {
it('should not not be affected by the 11000 data points limit when large enough', function() {
var query = {
// 1 week range
range: { from: moment(1443438674760), to: moment(1444043474760) },
range: { from: time({}), to: time({ hours: 7 * 24 }) },
targets: [
{
expr: 'test',
@ -394,7 +402,9 @@ describe('PrometheusDatasource', function() {
],
interval: '10s',
};
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=1443438675&end=1444043475&step=100';
var end = 7 * 24 * 60 * 60;
var start = 0;
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=' + start + '&end=' + end + '&step=100';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -402,7 +412,7 @@ describe('PrometheusDatasource', function() {
it('should be determined by the 11000 data points limit when too small', function() {
var query = {
// 1 week range
range: { from: moment(1443438674760), to: moment(1444043474760) },
range: { from: time({}), to: time({ hours: 7 * 24 }) },
targets: [
{
expr: 'test',
@ -411,12 +421,15 @@ describe('PrometheusDatasource', function() {
],
interval: '5s',
};
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=1443438675&end=1444043475&step=60';
var end = 7 * 24 * 60 * 60;
var start = 0;
var urlExpected = 'proxied/api/v1/query_range?query=test' + '&start=' + start + '&end=' + end + '&step=60';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
});
});
describe('The __interval and __interval_ms template variables', function() {
var response = {
status: 'success',
@ -428,8 +441,8 @@ describe('PrometheusDatasource', function() {
it('should be unchanged when auto interval is greater than min interval', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'rate(test[$__interval])',
@ -443,9 +456,7 @@ describe('PrometheusDatasource', function() {
},
};
var urlExpected =
'proxied/api/v1/query_range?query=' +
encodeURIComponent('rate(test[10s])') +
'&start=1443438675&end=1443460275&step=10';
'proxied/api/v1/query_range?query=' + encodeURIComponent('rate(test[10s])') + '&start=60&end=420&step=10';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -457,8 +468,8 @@ describe('PrometheusDatasource', function() {
});
it('should be min interval when it is greater than auto interval', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'rate(test[$__interval])',
@ -472,9 +483,7 @@ describe('PrometheusDatasource', function() {
},
};
var urlExpected =
'proxied/api/v1/query_range?query=' +
encodeURIComponent('rate(test[10s])') +
'&start=1443438675&end=1443460275&step=10';
'proxied/api/v1/query_range?query=' + encodeURIComponent('rate(test[10s])') + '&start=60&end=420&step=10';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -486,8 +495,8 @@ describe('PrometheusDatasource', function() {
});
it('should account for intervalFactor', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'rate(test[$__interval])',
@ -502,9 +511,7 @@ describe('PrometheusDatasource', function() {
},
};
var urlExpected =
'proxied/api/v1/query_range?query=' +
encodeURIComponent('rate(test[100s])') +
'&start=1443438675&end=1443460275&step=100';
'proxied/api/v1/query_range?query=' + encodeURIComponent('rate(test[100s])') + '&start=200&end=500&step=100';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -516,8 +523,8 @@ describe('PrometheusDatasource', function() {
});
it('should be interval * intervalFactor when greater than min interval', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'rate(test[$__interval])',
@ -532,9 +539,7 @@ describe('PrometheusDatasource', function() {
},
};
var urlExpected =
'proxied/api/v1/query_range?query=' +
encodeURIComponent('rate(test[50s])') +
'&start=1443438675&end=1443460275&step=50';
'proxied/api/v1/query_range?query=' + encodeURIComponent('rate(test[50s])') + '&start=100&end=450&step=50';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -546,8 +551,8 @@ describe('PrometheusDatasource', function() {
});
it('should be min interval when greater than interval * intervalFactor', function() {
var query = {
// 6 hour range
range: { from: moment(1443438674760), to: moment(1443460274760) },
// 6 minute range
range: { from: time({ minutes: 1 }), to: time({ minutes: 7 }) },
targets: [
{
expr: 'rate(test[$__interval])',
@ -562,9 +567,7 @@ describe('PrometheusDatasource', function() {
},
};
var urlExpected =
'proxied/api/v1/query_range?query=' +
encodeURIComponent('rate(test[15s])') +
'&start=1443438675&end=1443460275&step=15';
'proxied/api/v1/query_range?query=' + encodeURIComponent('rate(test[15s])') + '&start=60&end=420&step=15';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -577,7 +580,7 @@ describe('PrometheusDatasource', function() {
it('should be determined by the 11000 data points limit, accounting for intervalFactor', function() {
var query = {
// 1 week range
range: { from: moment(1443438674760), to: moment(1444043474760) },
range: { from: time({}), to: time({ hours: 7 * 24 }) },
targets: [
{
expr: 'rate(test[$__interval])',
@ -590,10 +593,16 @@ describe('PrometheusDatasource', function() {
__interval_ms: { text: 5 * 1000, value: 5 * 1000 },
},
};
var end = 7 * 24 * 60 * 60;
var start = 0;
var urlExpected =
'proxied/api/v1/query_range?query=' +
encodeURIComponent('rate(test[60s])') +
'&start=1443438675&end=1444043475&step=60';
'&start=' +
start +
'&end=' +
end +
'&step=60';
ctx.$httpBackend.expect('GET', urlExpected).respond(response);
ctx.ds.query(query);
ctx.$httpBackend.verifyNoOutstandingExpectation();
@ -604,6 +613,29 @@ describe('PrometheusDatasource', function() {
expect(query.scopedVars.__interval_ms.value).to.be(5 * 1000);
});
});
describe('Step alignment of intervals', function() {
it('does not modify already aligned intervals with perfect step', function() {
const range = ctx.ds.clampRange(0, 3, 3);
expect(range.start).to.be(0);
expect(range.end).to.be(3);
});
it('does modify end-aligned intervals to reflect number of steps possible', function() {
const range = ctx.ds.clampRange(1, 6, 3);
expect(range.start).to.be(3);
expect(range.end).to.be(6);
});
it('does align intervals that are a multiple of steps', function() {
const range = ctx.ds.clampRange(1, 4, 3);
expect(range.start).to.be(3);
expect(range.end).to.be(6);
});
it('does align intervals that are not a multiple of steps', function() {
const range = ctx.ds.clampRange(1, 5, 3);
expect(range.start).to.be(3);
expect(range.end).to.be(6);
});
});
});
describe('PrometheusDatasource for POST', function() {
@ -635,12 +667,12 @@ describe('PrometheusDatasource for POST', function() {
var urlExpected = 'proxied/api/v1/query_range';
var dataExpected = $.param({
query: 'test{job="testjob"}',
start: 1443438675,
end: 1443460275,
start: 2 * 60,
end: 3 * 60,
step: 60,
});
var query = {
range: { from: moment(1443438674760), to: moment(1443460274760) },
range: { from: time({ minutes: 1, seconds: 3 }), to: time({ minutes: 2, seconds: 3 }) },
targets: [{ expr: 'test{job="testjob"}', format: 'time_series' }],
interval: '60s',
};
@ -651,7 +683,7 @@ describe('PrometheusDatasource for POST', function() {
result: [
{
metric: { __name__: 'test', job: 'testjob' },
values: [[1443454528, '3846']],
values: [[2 * 60, '3846']],
},
],
},