package graphite import ( "fmt" "math" "reflect" "strings" "testing" "time" "github.com/VictoriaMetrics/VictoriaMetrics/app/vmselect/graphiteql" "github.com/VictoriaMetrics/VictoriaMetrics/lib/auth" ) func TestExecExprSuccess(t *testing.T) { ec := &evalConfig{ at: &auth.Token{}, startTime: 120e3, endTime: 210e3, storageStep: 30e3, currentTime: time.Unix(150e3, 0), } f := func(query string, expectedSeries []*series) { t.Helper() ecCopy := *ec nextSeries, err := execExpr(&ecCopy, query) if err != nil { t.Fatalf("unexpected error in execExpr(%q): %s", query, err) } ss, err := fetchAllSeries(nextSeries) if err != nil { t.Fatalf("cannot fetch all series: %s", err) } expr, err := graphiteql.Parse(query) if err != nil { t.Fatalf("cannot parse query %q: %s", query, err) } if err := compareSeries(ss, expectedSeries, expr); err != nil { t.Fatalf("series mismatch for query %q: %s\ngot series\n%s\nexpected series\n%s", query, err, printSeriess(ss), printSeriess(expectedSeries)) } // make sure ec isn't changed during query exection. if !reflect.DeepEqual(ec, &ecCopy) { t.Fatalf("unexpected ec\ngot\n%v\nwant\n%v", &ecCopy, ec) } } f("absolute(constantLine(-1.23))", []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{1.23, 1.23, 1.23}, Name: "absolute(-1.23)", Tags: map[string]string{"name": "-1.23", "absolute": "1"}, }, }) f("add(constantLine(1.23), 4.57)", []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{5.8, 5.8, 5.8}, Name: "add(1.23,4.57)", Tags: map[string]string{"name": "1.23", "add": "4.57"}, pathExpression: "add(1.23,4.57)", }, }) f("add(constantLine(-123), constant=-457)", []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{-580, -580, -580}, Name: "add(-123,-457)", Tags: map[string]string{"name": "-123", "add": "-457"}, pathExpression: "add(-123,-457)", }, }) f(`aggregate( group( constantLine(1)|alias("foo"), constantLine(2)|alias("bar;aa=bb") ), "sum" )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{3, 3}, Name: "sumSeries(constantLine(1),constantLine(2))", Tags: map[string]string{"name": "sumSeries(constantLine(1),constantLine(2))", "aggregatedBy": "sum"}, }, }) f(`aggregate( group( constantLine(1)|alias("foo"), time("bar", 10), ), "count", xFilesFactor = 1, )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{2, 2}, Name: "countSeries(bar,constantLine(1))", Tags: map[string]string{"name": "countSeries(bar,constantLine(1))", "aggregatedBy": "count"}, }, }) f(`aggregate( group( constantLine(1)|alias("foo"), time("bar", 10) ), "avg_zero" )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{70.5, 93}, Name: "avg_zeroSeries(bar,constantLine(1))", Tags: map[string]string{"name": "avg_zeroSeries(bar,constantLine(1))", "aggregatedBy": "avg_zero"}, }, }) f(`aggregate( group( constantLine(1)|alias("foo"), time("bar", 10) ), "min" )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{1, 1}, Name: "minSeries(bar,constantLine(1))", Tags: map[string]string{"name": "minSeries(bar,constantLine(1))", "aggregatedBy": "min"}, }, }) f(`aggregate( group( constantLine(1)|alias("foo"), time("bar", 10), ), "diff", )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{-139, -184}, Name: "diffSeries(constantLine(1),bar)", Tags: map[string]string{"name": "diffSeries(constantLine(1),bar)", "aggregatedBy": "diff"}, }, }) f(`aggregate( group( constantLine(1)|alias("foo"), time("bar", 10), ), "range", )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{139, 184}, Name: "rangeSeries(bar,constantLine(1))", Tags: map[string]string{"name": "rangeSeries(bar,constantLine(1))", "aggregatedBy": "range"}, }, }) f(`aggregate( group( constantLine(2)|alias("foo"), time("bar", 10), ), "multiply", )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{280, 370}, Name: "multiplySeries(bar,constantLine(2))", Tags: map[string]string{"name": "multiplySeries(bar,constantLine(2))", "aggregatedBy": "multiply"}, }, }) f(`aggregate( group( constantLine(2)|alias("foo"), time("bar", 10), ), "first", )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{2, 2}, Name: "firstSeries(constantLine(2),bar)", Tags: map[string]string{"name": "firstSeries(constantLine(2),bar)", "aggregatedBy": "first"}, }, }) f(`aggregate( group( constantLine(2)|alias("foo"), time("bar", 10), ), "last", )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{140, 185}, Name: "lastSeries(constantLine(2),bar)", Tags: map[string]string{"name": "lastSeries(constantLine(2),bar)", "aggregatedBy": "last"}, }, }) f("aggregate(group(),'avg')", []*series{}) f(`aggregateLine( group( time("foo", 10), time("bar", 25), ) )`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{165, 165, 165}, Name: "aggregateLine(foo,165)", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{157.5, 157.5, 157.5}, Name: "aggregateLine(bar,157.5)", Tags: map[string]string{"name": "bar"}, }, }) f(`aggregateLine(constantLine(1),"count")`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{3, 3, 3}, Name: "aggregateLine(1,3)", Tags: map[string]string{"name": "1"}, }, }) f(`aggregateLine(time('foo',10),"median")`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{170, 170, 170}, Name: "aggregateLine(foo,170)", Tags: map[string]string{"name": "foo"}, }, }) f(`aggregateLine(time('foo',10),"max")`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{210, 210, 210}, Name: "aggregateLine(foo,210)", Tags: map[string]string{"name": "foo"}, }, }) f(`aggregateLine(time('foo',10),"diff")`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{-1410, -1410, -1410}, Name: "aggregateLine(foo,-1410)", Tags: map[string]string{"name": "foo"}, }, }) f(`aggregateLine(time('foo',10),"stddev")`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{28.722813232690143, 28.722813232690143, 28.722813232690143}, Name: "aggregateLine(foo,28.722813232690143)", Tags: map[string]string{"name": "foo"}, }, }) f(`aggregateLine(time('foo',10),"range")`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{90, 90, 90}, Name: "aggregateLine(foo,90)", Tags: map[string]string{"name": "foo"}, }, }) f(`aggregateLine(time('foo',10),"multiply")`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{1.2799358208e+22, 1.2799358208e+22, 1.2799358208e+22}, Name: "aggregateLine(foo,1.2799358208e+22)", Tags: map[string]string{"name": "foo"}, }, }) f(`aggregateLine(time("foo",20),func="min",keepStep=True)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 120, 120, 120, 120}, Name: "aggregateLine(foo,120)", Tags: map[string]string{"name": "foo"}, }, }) f(`aggregateWithWildcards( group( time("foo.bar", 30), time("foo.baz", 60) ), func='max' )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, nan, 180}, Name: "foo.baz", Tags: map[string]string{"name": "foo.baz", "aggregatedBy": "max"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo.bar", Tags: map[string]string{"name": "foo.bar", "aggregatedBy": "max"}, }, }) f(`aggregateWithWildcards( group( time("foo.bar", 30), time("foo.baz", 60) ), func='median', 1 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo", Tags: map[string]string{"name": "medianSeries(foo.bar,foo.baz)", "aggregatedBy": "median"}, pathExpression: "medianSeries(foo.bar,foo.baz)", }, }) f(`aggregateWithWildcards( group( time("foo.bar", 30), time("foo.baz", 60) ), func='stddev', 1, 0, 2 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0, 0, 0}, Name: "", Tags: map[string]string{"aggregatedBy": "stddev", "name": "stddevSeries(foo.bar,foo.baz)"}, pathExpression: "stddevSeries(foo.bar,foo.baz)", }, }) f("alias(constantLine(123), 'foo.bar;baz=aaa')", []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{123, 123, 123}, Name: "foo.bar;baz=aaa", Tags: map[string]string{"name": "123"}, pathExpression: "constantLine(123)", }, }) f(`aliasByMetric( group( time("foo.bar.baz;x=y"), time("aaa.bb", 30), summarize(group(time('a'),time('c.d.b')),'30s'), ) )`, []*series{ { Timestamps: []int64{ec.startTime, ec.startTime + 60*1000}, Values: []float64{120, 180}, Name: "baz;x=y", Tags: map[string]string{"name": "foo.bar.baz", "x": "y"}, pathExpression: "foo.bar.baz;x=y", }, { Timestamps: []int64{ec.startTime, ec.startTime + 30*1000, ec.startTime + 60*1000, ec.startTime + 90*1000}, Values: []float64{120, 150, 180, 210}, Name: "bb", Tags: map[string]string{"name": "aaa.bb"}, pathExpression: "aaa.bb", }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120, nan, 180, nan}, Name: "a", Tags: map[string]string{"name": "a", "summarize": "30s", "summarizeFunction": "sum"}, pathExpression: "summarize(a,'30s','sum')", }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120, nan, 180, nan}, Name: "b", Tags: map[string]string{"name": "c.d.b", "summarize": "30s", "summarizeFunction": "sum"}, pathExpression: "summarize(c.d.b,'30s','sum')", }, }) f(`aliasByMetric( summarize( exclude( groupByNode( time("svc.default.first.prod.srv.1.http.returned-codes.500"), 8, 'sum'), '200'), '5min', 'sum', false))`, []*series{ { Timestamps: []int64{0}, Values: []float64{600}, Name: "500", Tags: map[string]string{ "aggregatedBy": "sum", "name": "svc.default.first.prod.srv.1.http.returned-codes.500", "summarize": "5min", "summarizeFunction": "sum", }, pathExpression: "summarize(500,'5min','sum')", }, }) f(`aliasByNode(time("foo.bar.baz"))`, []*series{ { Timestamps: []int64{ec.startTime, ec.startTime + 60*1000}, Values: []float64{120, 180}, Name: "", Tags: map[string]string{"name": "foo.bar.baz"}, pathExpression: "foo.bar.baz", }, }) f(`aliasByTags( group( time("foo.bar.baz;aa=bb", 20), time("foo.xx", 50) ), 1, "aa" )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, 200}, Name: "bar.bb", Tags: map[string]string{"name": "foo.bar.baz", "aa": "bb"}, pathExpression: "foo.bar.baz;aa=bb", }, { Timestamps: []int64{120000, 170000}, Values: []float64{120, 170}, Name: "xx", Tags: map[string]string{"name": "foo.xx"}, pathExpression: "foo.xx", }, }) f(`aliasQuery( group( time("foo.1.2", 20), time("foo.3.4", 50), ), "foo\.([^.]+\.[^.]+)", "constantLine(\1)|alias('aaa.\1')", "foo %d bar %g" )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, 200}, Name: "foo 1 bar 1.2", Tags: map[string]string{"name": "foo.1.2"}, pathExpression: "foo.1.2", }, { Timestamps: []int64{120000, 170000}, Values: []float64{120, 170}, Name: "foo 3 bar 3.4", Tags: map[string]string{"name": "foo.3.4"}, pathExpression: "foo.3.4", }, }) f(`aliasSub( group( time("foo.1.2", 20), time("foo.3.4", 50), ), "foo\.([^.]+)\.([^.]+)", "bar\2\1.x\2" )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, 200}, Name: "bar21.x2", Tags: map[string]string{"name": "foo.1.2"}, pathExpression: "foo.1.2", }, { Timestamps: []int64{120000, 170000}, Values: []float64{120, 170}, Name: "bar43.x4", Tags: map[string]string{"name": "foo.3.4"}, pathExpression: "foo.3.4", }, }) f(`alpha(time("foo",50),0.5)`, []*series{ { Timestamps: []int64{120000, 170000}, Values: []float64{120, 170}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, }) f(`applyByNode( time("foo.bar.baz",25), 1, "time('%.abc;de=fg',50)" )`, []*series{ { Timestamps: []int64{120000, 170000}, Values: []float64{120, 170}, Name: "foo.bar.abc;de=fg", Tags: map[string]string{"name": "foo.bar.abc", "de": "fg"}, pathExpression: "foo.bar", }, }) f(`applyByNode( time("foo.bar.baz",25), 1, "time('%.abc;de=fg',50)", "a.%.end" )`, []*series{ { Timestamps: []int64{120000, 170000}, Values: []float64{120, 170}, Name: "a.foo.bar.end", Tags: map[string]string{"name": "foo.bar.abc", "de": "fg"}, pathExpression: "foo.bar", }, }) f(`areaBetween( group( time("a"), time("b"), ) )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "areaBetween(a)", Tags: map[string]string{"name": "a", "areaBetween": "1"}, }, { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "areaBetween(b)", Tags: map[string]string{"name": "b", "areaBetween": "1"}, }, }) f(`asPercent( group( time("foo", 30), time("bar", 30), ) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{50, 50, 50}, Name: "asPercent(foo,sumSeries(bar,foo))", Tags: map[string]string{"name": "asPercent(foo,sumSeries(bar,foo))"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{50, 50, 50}, Name: "asPercent(bar,sumSeries(bar,foo))", Tags: map[string]string{"name": "asPercent(bar,sumSeries(bar,foo))"}, }, }) f(`asPercent( group( time("foo", 17), time("bar", 23), ), 150 )`, []*series{ { Timestamps: []int64{120000, 137000, 154000, 171000, 188000, 205000}, Values: []float64{80, 91.33333333333333, 102.66666666666666, 113.99999999999999, 125.33333333333334, 136.66666666666666}, Name: "asPercent(foo,150)", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 143000, 166000, 189000}, Values: []float64{80, 95.33333333333334, 110.66666666666667, 126}, Name: "asPercent(bar,150)", Tags: map[string]string{"name": "bar"}, }, }) f(`asPercent( group( time("foo.x", 30), time("bar.x", 30), time("bar.y", 30), ), group(), )`, []*series{}) f(`asPercent( group( time("foo.x", 30), time("bar.x", 30), time("bar.y", 30), ), None, 0 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{100, 100, 100}, Name: "asPercent(foo.x,foo.x)", Tags: map[string]string{"name": "asPercent(foo.x,foo.x)"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{50, 50, 50}, Name: "asPercent(bar.x,sumSeries(bar.x,bar.y))", Tags: map[string]string{"name": "asPercent(bar.x,sumSeries(bar.x,bar.y))"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{50, 50, 50}, Name: "asPercent(bar.y,sumSeries(bar.x,bar.y))", Tags: map[string]string{"name": "asPercent(bar.y,sumSeries(bar.x,bar.y))"}, }, }) f(`asPercent( group( time("foo;a=b", 30), time("bar", 30) ), constantLine(100)|alias("baz;x=y") )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{135, 180}, Name: "asPercent(bar,baz;x=y)", Tags: map[string]string{"name": "asPercent(bar,baz;x=y)"}, }, { Timestamps: []int64{120000, 165000}, Values: []float64{135, 180}, Name: "asPercent(foo;a=b,baz;x=y)", Tags: map[string]string{"name": "asPercent(foo;a=b,baz;x=y)", "a": "b"}, }, }) f(`asPercent( group( time("foo", 30), time("bar", 30), ), group( time("x", 30), time("y", 30), ) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{100, 100, 100}, Name: "asPercent(bar,y)", Tags: map[string]string{"name": "asPercent(bar,y)"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{100, 100, 100}, Name: "asPercent(foo,x)", Tags: map[string]string{"name": "asPercent(foo,x)"}, }, }) f(`asPercent( group( time("foo.x;c=d", 30), time("bar.b;a=b", 30), time("bar.a", 30) ), group( time("bar.sss", 30), time("abc;e=g", 30) ), 0 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{100, 100, 100}, Name: "asPercent(bar.b;a=b,bar.sss)", Tags: map[string]string{"name": "asPercent(bar.b;a=b,bar.sss)", "a": "b"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{100, 100, 100}, Name: "asPercent(bar.a,bar.sss)", Tags: map[string]string{"name": "asPercent(bar.a,bar.sss)"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{nan, nan, nan}, Name: `asPercent(MISSING,abc;e=g)`, Tags: map[string]string{"name": `asPercent(MISSING,abc;e=g)`}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{nan, nan, nan}, Name: "asPercent(foo.x;c=d,MISSING)", Tags: map[string]string{"name": "asPercent(foo.x;c=d,MISSING)", "c": "d"}, }, }) f(`averageAbove( group( time('foo'), constantLine(10)|alias('bar'), time('baz', 20)|add(100), ), 160 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{220, 240, 260, 280, 300}, Name: "add(baz,100)", Tags: map[string]string{"name": "baz", "add": "100"}, }, }) f(`averageBelow( group( time('foo'), constantLine(10)|alias('bar'), time('baz', 20)|add(100), ), 160 )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{10, 10, 10}, Name: "bar", Tags: map[string]string{"name": "10"}, pathExpression: "constantLine(10)", }, }) f(`averageOutsidePercentile( group( add(time('a'),-10), time('b'), add(time('c'),10), add(time('d'),20), ), 75 )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{110, 170}, Name: "add(a,-10)", Tags: map[string]string{"name": "a", "add": "-10"}, }, { Timestamps: []int64{120000, 180000}, Values: []float64{140, 200}, Name: "add(d,20)", Tags: map[string]string{"name": "d", "add": "20"}, }, }) f(`averageSeries( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "averageSeries(bar,foo)", Tags: map[string]string{"name": "averageSeries(bar,foo)", "aggregatedBy": "average"}, }, }) f(`averageSeriesWithWildcards( group( time('foo.bar',30), time('foo.baz',30), time('xxx.yy',30), ), 1 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "xxx", Tags: map[string]string{"aggregatedBy": "average", "name": "xxx.yy"}, pathExpression: "xxx.yy", }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo", Tags: map[string]string{"aggregatedBy": "average", "name": "averageSeries(foo.bar,foo.baz)"}, pathExpression: "averageSeries(foo.bar,foo.baz)", }, }) f(`averageSeriesWithWildcards( group( time('foo.bar',30), time('foo.baz',30), time('xxx.yy',30), ) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "xxx.yy", Tags: map[string]string{"aggregatedBy": "average", "name": "xxx.yy"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo.bar", Tags: map[string]string{"aggregatedBy": "average", "name": "foo.bar"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo.baz", Tags: map[string]string{"aggregatedBy": "average", "name": "foo.baz"}, }, }) f(`avg( group( time('foo',30), time('xxx',30), ), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "averageSeries(bar,foo,xxx)", Tags: map[string]string{"name": "averageSeries(bar,foo,xxx)", "aggregatedBy": "average"}, }, }) f(`changed( group( constantLine(123)|alias('foo'), time('bar') ) )`, []*series{ { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{0, 0, 0}, Name: "changed(foo)", Tags: map[string]string{"name": "123"}, pathExpression: "changed(foo)", }, { Timestamps: []int64{120000, 180000}, Values: []float64{0, 1}, Name: "changed(bar)", Tags: map[string]string{"name": "bar"}, pathExpression: "changed(bar)", }, }) f(`color(time("foo",50),'green')`, []*series{ { Timestamps: []int64{120000, 170000}, Values: []float64{120, 170}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, }) f(`averageSeries( consolidateBy( group( time('foo',30), time('bar',30) ), 'first' ) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: `averageSeries(consolidateBy(bar,'first'),consolidateBy(foo,'first'))`, Tags: map[string]string{ "name": "averageSeries(consolidateBy(bar,'first'),consolidateBy(foo,'first'))", "aggregatedBy": "average", "consolidateBy": "first", }, }, }) f(`constantLine(123) | alias("foo.bar;baz=aaa")`, []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{123, 123, 123}, Name: "foo.bar;baz=aaa", Tags: map[string]string{"name": "123"}, pathExpression: "constantLine(123)", }, }) f("constantLine(123.456)", []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{123.456, 123.456, 123.456}, Name: "123.456", Tags: map[string]string{"name": "123.456"}, pathExpression: "constantLine(123.456)", }, }) f("constantLine(value=-123)", []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{-123, -123, -123}, Name: "-123", Tags: map[string]string{"name": "-123"}, pathExpression: "constantLine(value=-123)", }, }) f(`countSeries( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{2, 2, 2}, Name: "countSeries(bar,foo)", Tags: map[string]string{"name": "countSeries(bar,foo)", "aggregatedBy": "count"}, }, }) f(`averageSeries( cumulative( time('foo', 30) ) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: `averageSeries(consolidateBy(foo,'sum'))`, Tags: map[string]string{"name": "foo", "aggregatedBy": "average", "consolidateBy": "sum"}, }, }) f(`currentAbove( group( time('foo'), constantLine(10)|alias('bar'), time('baz', 20)|add(100), ), 200 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{220, 240, 260, 280, 300}, Name: "add(baz,100)", Tags: map[string]string{"name": "baz", "add": "100"}, }, }) f(`currentBelow( group( time('foo'), constantLine(10)|alias('bar'), time('baz', 20)|add(100), ), 200 )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{10, 10, 10}, Name: "bar", Tags: map[string]string{"name": "10"}, pathExpression: "constantLine(10)", }, }) f(`dashed(time('foo'))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "dashed(foo,5)", Tags: map[string]string{"name": "foo", "dashed": "5"}, pathExpression: "foo", }, }) f(`delay(time('foo',20),1)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{nan, 120, 140, 160, 180}, Name: "delay(foo,1)", Tags: map[string]string{"name": "foo", "delay": "1"}, }, }) f(`delay(time('foo',20),-1)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{140, 160, 180, 200, nan}, Name: "delay(foo,-1)", Tags: map[string]string{"name": "foo", "delay": "-1"}, }, }) f(`delay(time('foo',20),0)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, 200}, Name: "delay(foo,0)", Tags: map[string]string{"name": "foo", "delay": "0"}, }, }) f(`delay(time('foo',20),100)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{nan, nan, nan, nan, nan}, Name: "delay(foo,100)", Tags: map[string]string{"name": "foo", "delay": "100"}, }, }) f(`delay(time('foo',20),-100)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{nan, nan, nan, nan, nan}, Name: "delay(foo,-100)", Tags: map[string]string{"name": "foo", "delay": "-100"}, }, }) f(`derivative(time('foo',25))`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{nan, 25, 25, 25}, Name: "derivative(foo)", Tags: map[string]string{"name": "foo", "derivative": "1"}, }, }) f(`diffSeries( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0, 0, 0}, Name: "diffSeries(foo,bar)", Tags: map[string]string{"name": "diffSeries(foo,bar)", "aggregatedBy": "diff"}, }, }) f(`divideSeries( group( time('foo',30), time('bar',30) ), add(time('xx',30),100) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0.5454545454545454, 0.6, 0.6428571428571429}, Name: "divideSeries(foo,add(xx,100))", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0.5454545454545454, 0.6, 0.6428571428571429}, Name: "divideSeries(bar,add(xx,100))", Tags: map[string]string{"name": "bar"}, }, }) f(`divideSeries( group( time('foo',20), time('bar',30) ), group() )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{nan, nan, nan, nan, nan}, Name: "divideSeries(foo,MISSING)", Tags: map[string]string{"name": "foo"}, pathExpression: "divideSeries(foo,MISSING)", }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{nan, nan, nan, nan}, Name: "divideSeries(bar,MISSING)", Tags: map[string]string{"name": "bar"}, pathExpression: "divideSeries(bar,MISSING)", }, }) f(`divideSeriesLists( group( time('foo',30), time('bar',30) ), group( time('xx',30), time('y',30), ) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{1, 1, 1}, Name: "divideSeries(foo,xx)", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{1, 1, 1}, Name: "divideSeries(bar,y)", Tags: map[string]string{"name": "bar"}, }, }) f(`drawAsInfinite(time('a'))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "drawAsInfinite(a)", Tags: map[string]string{"name": "a", "drawAsInfinite": "1"}, pathExpression: "a", }, }) f(`events()`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{nan, nan, nan}, Name: "events()", Tags: map[string]string{"name": "events()"}, }, }) f(`events("foo","bar")`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{nan, nan, nan}, Name: "events('foo','bar')", Tags: map[string]string{"name": "events('foo','bar')"}, }, }) f(`exclude( group( time("foo.bar.baz"), time("x"), ), "bar" )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "x", Tags: map[string]string{"name": "x"}, }, }) f(`exp(scale(time('a',25),1e-2))`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{3.3201169227365472, 4.263114515168817, 5.4739473917272, 7.028687580589293}, Name: "exp(scale(a,0.01))", Tags: map[string]string{"name": "a", "exp": "e"}, pathExpression: "exp(scale(a,0.01))", }, }) f(`exponentialMovingAverage(time('a',20),'1min')`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{81.31147540983606, 83.23568933082504, 85.75255197571603, 88.8426322388073, 92.48713609983001}, Name: "exponentialMovingAverage(a,'1min')", Tags: map[string]string{"name": "a", "exponentialMovingAverage": "'1min'"}, }, }) f(`exponentialMovingAverage(time('a',20),'10s')`, []*series{ { Timestamps: []int64{130000, 150000, 170000, 190000, 210000}, Values: []float64{113.63636363636364, 120.24793388429751, 129.2937640871525, 140.33126152585203, 152.998304884788}, Name: "exponentialMovingAverage(a,'10s')", Tags: map[string]string{"name": "a", "exponentialMovingAverage": "'10s'"}, }, }) f(`exponentialMovingAverage(time('a',20),5)`, []*series{ { Timestamps: []int64{130000, 150000, 170000, 190000, 210000}, Values: []float64{70, 96.66666666666667, 121.11111111111111, 144.07407407407408, 166.0493827160494}, Name: "exponentialMovingAverage(a,5)", Tags: map[string]string{"name": "a", "exponentialMovingAverage": "5"}, }, }) f(`fallbackSeries(time('a'),constantLine(10))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "a", Tags: map[string]string{"name": "a"}, }, }) f(`fallbackSeries(group(),constantLine(10))`, []*series{ { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{10, 10, 10}, Name: "10", Tags: map[string]string{"name": "10"}, pathExpression: "constantLine(10)", }, }) f(`filterSeries( group( time('a',20), add(time('b',20),200), ), 'last','>=',300 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{320, 340, 360, 380, 400}, Name: "add(b,200)", Tags: map[string]string{"name": "b", "add": "200"}, }, }) f(`filterSeries( group( time('a',20), add(time('b',20),200), ), 'first','<=',120 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, 200}, Name: "a", Tags: map[string]string{"name": "a"}, }, }) f(`filterSeries( group( time('a',20), add(time('b',20),200), ), 'first','=',120 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, 200}, Name: "a", Tags: map[string]string{"name": "a"}, }, }) f(`filterSeries( group( time('a',20), add(time('b',20),200), ), 'first','!=',120 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{320, 340, 360, 380, 400}, Name: "add(b,200)", Tags: map[string]string{"name": "b", "add": "200"}, }, }) f(`grep( group( time("foo.bar.baz"), time("x"), ), "bar" )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "foo.bar.baz", Tags: map[string]string{"name": "foo.bar.baz"}, }, }) f("group()", []*series{}) f("group(constantLine(1)|alias('foo'), constantLine(2) | alias('bar'))", []*series{ { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{1, 1, 1}, Name: "foo", Tags: map[string]string{"name": "1"}, pathExpression: "constantLine(1)", }, { Timestamps: []int64{ec.startTime, (ec.startTime + ec.endTime) / 2, ec.endTime}, Values: []float64{2, 2, 2}, Name: "bar", Tags: map[string]string{"name": "2"}, pathExpression: "constantLine(2)", }, }) f(`groupByNode( group( time("foo.bar", 30), time("foo.baz", 30) ), 0 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo", Tags: map[string]string{"aggregatedBy": "average", "name": "averageSeries(foo.bar,foo.baz)"}, pathExpression: "averageSeries(foo.bar,foo.baz)", }, }) f(`groupByNode( group( time("foo.bar", 30), time("foo.baz", 30) ), 0, 'last' )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo", Tags: map[string]string{"aggregatedBy": "last", "name": "lastSeries(foo.bar,foo.baz)"}, pathExpression: "lastSeries(foo.bar,foo.baz)", }, }) f(`groupByNodes( group( time("foo.bar", 30), time("foo.baz", 30) ), callback='first', )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "", Tags: map[string]string{"aggregatedBy": "first", "name": "firstSeries(foo.bar,foo.baz)"}, pathExpression: "firstSeries(foo.bar,foo.baz)", }, }) f(`groupByNodes( group( time("foo.bar", 30), time("foo.baz", 30) ), 'median', 0 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo", Tags: map[string]string{"aggregatedBy": "median", "name": "medianSeries(foo.bar,foo.baz)"}, pathExpression: "medianSeries(foo.bar,foo.baz)", }, }) f(`groupByTags( group( time("foo;bar=baz", 30), time("x;bar=baz;aa=bb", 30) ), 'median', 'bar' )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "median;bar=baz", Tags: map[string]string{"aggregatedBy": "median", "bar": "baz", "name": `medianSeries(foo;bar=baz,x;bar=baz;aa=bb)`}, pathExpression: "medianSeries(foo;bar=baz,x;bar=baz;aa=bb)", }, }) f(`groupByTags( group( time("foo;bar=baz", 30), time("x;bar=baz;aa=bb", 30) ), 'median', 'bar', 'name' )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo;bar=baz", Tags: map[string]string{"aggregatedBy": "median", "bar": "baz", "name": "foo"}, pathExpression: "foo", }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "x;bar=baz", Tags: map[string]string{"aa": "bb", "aggregatedBy": "median", "bar": "baz", "name": "x"}, pathExpression: "x", }, }) f(`highest( group( time('foo',25), time('bar',27), time('baz',23), ) )`, []*series{ { Timestamps: []int64{120000, 147000, 174000, 201000}, Values: []float64{120, 147, 174, 201}, Name: "bar", Tags: map[string]string{"name": "bar"}, }, }) f(`highest( group( time('foo',25), time('bar',27), time('baz',23), ), 4, 'avg' )`, []*series{ { Timestamps: []int64{120000, 147000, 174000, 201000}, Values: []float64{120, 147, 174, 201}, Name: "bar", Tags: map[string]string{"name": "bar"}, }, { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{120, 145, 170, 195}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 143000, 166000, 189000}, Values: []float64{120, 143, 166, 189}, Name: "baz", Tags: map[string]string{"name": "baz"}, }, }) f(`highestAverage( group( time('foo',25), time('bar',27), time('baz',23), ), 1 )`, []*series{ { Timestamps: []int64{120000, 147000, 174000, 201000}, Values: []float64{120, 147, 174, 201}, Name: "bar", Tags: map[string]string{"name": "bar"}, }, }) f(`highestCurrent( group( time('foo',25), time('bar',27), time('baz',23), ), 1 )`, []*series{ { Timestamps: []int64{120000, 147000, 174000, 201000}, Values: []float64{120, 147, 174, 201}, Name: "bar", Tags: map[string]string{"name": "bar"}, }, }) f(`highestMax( group( time('foo',25), time('bar',27), time('baz',23), ), 2 )`, []*series{ { Timestamps: []int64{120000, 147000, 174000, 201000}, Values: []float64{120, 147, 174, 201}, Name: "bar", Tags: map[string]string{"name": "bar"}, }, { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{120, 145, 170, 195}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, }) f(`hitcount(time('foo',20),'60s')`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{6000, 4000}, Name: "hitcount(foo,'60s')", Tags: map[string]string{"name": "foo", "hitcount": "60s"}, }, }) f(`hitcount(time('foo',25),'60s')`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{7875, 5475}, Name: "hitcount(foo,'60s')", Tags: map[string]string{"name": "foo", "hitcount": "60s"}, }, }) f(`hitcount(time('foo',25),'60s',true)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{7875, 5475}, Name: "hitcount(foo,'60s',true)", Tags: map[string]string{"name": "foo", "hitcount": "60s"}, }, }) f(`identity('foo')`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, }) f(`integral( group( time('foo',30), time('bar',25), ) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120, 270, 450, 660}, Name: "integral(foo)", Tags: map[string]string{"name": "foo", "integral": "1"}, }, { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{120, 265, 435, 630}, Name: "integral(bar)", Tags: map[string]string{"name": "bar", "integral": "1"}, }, }) f(`integralByInterval( group( time('foo',30), time('bar',25), ), '60s' )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120, 270, 180, 390}, Name: "integralByInterval(foo,'60s')", Tags: map[string]string{"name": "foo", "integralByInterval": "1"}, }, { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{120, 265, 435, 195}, Name: "integralByInterval(bar,'60s')", Tags: map[string]string{"name": "bar", "integralByInterval": "1"}, }, }) f(`interpolate(time('a'))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "interpolate(a)", Tags: map[string]string{"name": "a"}, pathExpression: "interpolate(a)", }, }) f(`invert(time('a'))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{0.008333333333333333, 0.005555555555555556}, Name: "invert(a)", Tags: map[string]string{"name": "a", "invert": "1"}, pathExpression: "invert(a)", }, }) f(`keepLastValue(removeAboveValue(time('a'),150))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 120}, Name: "keepLastValue(removeAboveValue(a,150))", Tags: map[string]string{"name": "a"}, pathExpression: ("keepLastValue(removeAboveValue(a,150))"), }, }) f(`limit( group( time('foo',25), time('bar',27), time('baz',23), ), 1 )`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{120, 145, 170, 195}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, }) f(`lineWidth(time('a'),2)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "a", Tags: map[string]string{"name": "a"}, }, }) f(`logarithm(time('a'))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{2.0791812460476247, 2.255272505103306}, Name: "log(a,10)", Tags: map[string]string{"name": "a", "log": "10"}, }, }) f(`logarithm(time('a'), 2)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{6.906890595608519, 7.491853096329675}, Name: "log(a,2)", Tags: map[string]string{"name": "a", "log": "2"}, }, }) f(`logarithm(time('a'),-2)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{nan, nan}, Name: "log(a,-2)", Tags: map[string]string{"name": "a", "log": "-2"}, }, }) f(`logit(invert(time('a')))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{-4.77912349311153, -5.187385805840755}, Name: "logit(invert(a))", Tags: map[string]string{"name": "a", "invert": "1", "logit": "logit"}, pathExpression: "logit(invert(a))", }, }) f(`logit(time('a'))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{nan, nan}, Name: "logit(a)", Tags: map[string]string{"name": "a", "logit": "logit"}, pathExpression: "logit(a)", }, }) f(`lowest( group( time('foo',25), time('bar',27), time('baz',23), ) )`, []*series{ { Timestamps: []int64{120000, 143000, 166000, 189000}, Values: []float64{120, 143, 166, 189}, Name: "baz", Tags: map[string]string{"name": "baz"}, }, }) f(`lowest( group( time('foo',25), time('bar',27), time('baz',23), ), 2, 'sum' )`, []*series{ { Timestamps: []int64{120000, 143000, 166000, 189000}, Values: []float64{120, 143, 166, 189}, Name: "baz", Tags: map[string]string{"name": "baz"}, }, { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{120, 145, 170, 195}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, }) f(`lowestAverage( group( time('foo',25), time('bar',27), time('baz',23), ), 1 )`, []*series{ { Timestamps: []int64{120000, 143000, 166000, 189000}, Values: []float64{120, 143, 166, 189}, Name: "baz", Tags: map[string]string{"name": "baz"}, }, }) f(`lowestCurrent( group( time('foo',25), time('bar',27), time('baz',23), ), 1 )`, []*series{ { Timestamps: []int64{120000, 143000, 166000, 189000}, Values: []float64{120, 143, 166, 189}, Name: "baz", Tags: map[string]string{"name": "baz"}, }, }) f(`maxSeries( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "maxSeries(bar,foo)", Tags: map[string]string{"name": "maxSeries(bar,foo)", "aggregatedBy": "max"}, }, }) f(`maximumAbove( group( time('foo'), constantLine(10)|alias('bar'), time('baz', 20)|add(100), ), 200 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{220, 240, 260, 280, 300}, Name: "add(baz,100)", Tags: map[string]string{"name": "baz", "add": "100"}, }, }) f(`maximumBelow( group( time('foo'), constantLine(10)|alias('bar'), time('baz', 20)|add(100), ), 200 )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{10, 10, 10}, Name: "bar", Tags: map[string]string{"name": "10"}, pathExpression: "constantLine(10)", }, }) f(`minMax(time('foo',20))`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{0, 0.25, 0.5, 0.75, 1}, Name: "minMax(foo)", Tags: map[string]string{"name": "foo"}, pathExpression: "minMax(foo)", }, }) f(`minSeries( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "minSeries(bar,foo)", Tags: map[string]string{"name": "minSeries(bar,foo)", "aggregatedBy": "min"}, }, }) f(`minimumAbove( group( time('foo'), constantLine(10)|alias('bar'), time('baz', 20)|add(100), ), 200 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{220, 240, 260, 280, 300}, Name: "add(baz,100)", Tags: map[string]string{"name": "baz", "add": "100"}, }, }) f(`minimumBelow( group( time('foo'), constantLine(10)|alias('bar'), time('baz', 20)|add(100), ), 200 )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{10, 10, 10}, Name: "bar", Tags: map[string]string{"name": "10"}, pathExpression: "constantLine(10)", }, }) f(`mostDeviant( group( time('foo',18), time('bar',23), time('baz',30), ), 1 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120, 150, 180, 210}, Name: "baz", Tags: map[string]string{"name": "baz"}, }, }) f(`movingAverage( group( time('foo',30), time('bar',30), ), 5 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{30, 60, 90, 120}, Name: "movingAverage(foo,5)", Tags: map[string]string{"name": "foo", "movingAverage": "5"}, }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{30, 60, 90, 120}, Name: "movingAverage(bar,5)", Tags: map[string]string{"name": "bar", "movingAverage": "5"}, }, }) f(`movingAverage( summarize( group( time('foo',10), time('bar',20), ),'1m','sum',false ), 2 )`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{330, 690}, Name: "movingAverage(summarize(foo,'1m','sum'),2)", Tags: map[string]string{"name": "foo", "movingAverage": "2", "summarize": "1m", "summarizeFunction": "sum"}, }, { Timestamps: []int64{120000, 180000}, Values: []float64{150, 330}, Name: "movingAverage(summarize(bar,'1m','sum'),2)", Tags: map[string]string{"name": "bar", "movingAverage": "2", "summarize": "1m", "summarizeFunction": "sum"}, }, }) f(`movingMax( group( time('foo',30), time('bar',30), ), 5 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{90, 120, 150, 180}, Name: "movingMax(foo,5)", Tags: map[string]string{"name": "foo", "movingMax": "5"}, }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{90, 120, 150, 180}, Name: "movingMax(bar,5)", Tags: map[string]string{"name": "bar", "movingMax": "5"}, }, }) f(`movingMedian( group( time('foo',30), time('bar',30), ), 5 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{30, 60, 90, 120}, Name: "movingMedian(foo,5)", Tags: map[string]string{"name": "foo", "movingMedian": "5"}, }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{30, 60, 90, 120}, Name: "movingMedian(bar,5)", Tags: map[string]string{"name": "bar", "movingMedian": "5"}, }, }) f(`movingMin( group( time('foo',30), time('bar',30), ), 5 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{-30, 0, 30, 60}, Name: "movingMin(foo,5)", Tags: map[string]string{"name": "foo", "movingMin": "5"}, }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{-30, 0, 30, 60}, Name: "movingMin(bar,5)", Tags: map[string]string{"name": "bar", "movingMin": "5"}, }, }) f(`movingSum( group( time('foo',30), time('bar',30), ), 5 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{150, 300, 450, 600}, Name: "movingSum(foo,5)", Tags: map[string]string{"name": "foo", "movingSum": "5"}, }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{150, 300, 450, 600}, Name: "movingSum(bar,5)", Tags: map[string]string{"name": "bar", "movingSum": "5"}, }, }) f(`movingWindow( group( time('foo',30), time('bar',30), ), 5 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{30, 60, 90, 120}, Name: "movingAvg(foo,5)", Tags: map[string]string{"name": "foo", "movingAvg": "5"}, }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{30, 60, 90, 120}, Name: "movingAvg(bar,5)", Tags: map[string]string{"name": "bar", "movingAvg": "5"}, }, }) f(`movingWindow( group( time('foo',30), time('bar',30), ), '30s', 'avg_zero' )`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{90, 120, 150, 180}, Name: `movingAvg_zero(foo,'30s')`, Tags: map[string]string{"name": "foo", "movingAvg_zero": "'30s'"}, }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{90, 120, 150, 180}, Name: `movingAvg_zero(bar,'30s')`, Tags: map[string]string{"name": "bar", "movingAvg_zero": "'30s'"}, }, }) f(`multiplySeries( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{14400, 22500, 32400}, Name: "multiplySeries(bar,foo)", Tags: map[string]string{"name": "multiplySeries(bar,foo)", "aggregatedBy": "multiply"}, }, }) f(`multiplySeriesWithWildcards( group( time('foo.bar',30), time('foo.baz',30), time('xxx.yy',30), ), 1 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "xxx", Tags: map[string]string{"aggregatedBy": "multiply", "name": "xxx.yy"}, pathExpression: "xxx.yy", }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{14400, 22500, 32400}, Name: "foo", Tags: map[string]string{"aggregatedBy": "multiply", "name": "multiplySeries(foo.bar,foo.baz)"}, pathExpression: "multiplySeries(foo.bar,foo.baz)", }, }) f(`nPercentile( group( time('a',20), time('b',17) ), 30 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{140, 140, 140, 140, 140}, Name: "nPercentile(a,30)", Tags: map[string]string{"name": "a", "nPercentile": "30"}, }, { Timestamps: []int64{120000, 137000, 154000, 171000, 188000, 205000}, Values: []float64{154, 154, 154, 154, 154, 154}, Name: "nPercentile(b,30)", Tags: map[string]string{"name": "b", "nPercentile": "30"}, }, }) f(`nonNegativeDerivative(time('foo.bar;baz=1',25))`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{nan, 25, 25, 25}, Name: "nonNegativeDerivative(foo.bar;baz=1)", Tags: map[string]string{"name": "foo.bar", "baz": "1", "nonNegativeDerivative": "1"}, }, }) f(`offset(time('a'),10)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{130, 190}, Name: "offset(a,10)", Tags: map[string]string{"name": "a", "offset": "10"}, pathExpression: "offset(a,10)", }, }) f(`offsetToZero(time('a',30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{0, 30, 60, 90}, Name: "offsetToZero(a)", Tags: map[string]string{"name": "a", "offsetToZero": "120"}, pathExpression: "offsetToZero(a)", }, }) f(`rangeOfSeries( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0, 0, 0}, Name: "rangeOfSeries(bar,foo)", Tags: map[string]string{"name": "rangeOfSeries(bar,foo)", "aggregatedBy": "rangeOf"}, }, }) f(`pow(time('a'),0.5)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{10.954451150103322, 13.416407864998739}, Name: "pow(a,0.5)", Tags: map[string]string{"name": "a", "pow": "0.5"}, pathExpression: "pow(a,0.5)", }, }) f(`powSeries( time('a',30), time('b',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{3.1750423737803376e+249, math.Inf(1), math.Inf(1)}, Name: "powSeries(a,b)", Tags: map[string]string{"name": "powSeries(a,b)", "aggregatedBy": "pow"}, }, }) f(`removeAbovePercentile(time('a',35), 50)`, []*series{ { Timestamps: []int64{120000, 155000, 190000}, Values: []float64{120, 155, nan}, Name: "removeAbovePercentile(a,50)", Tags: map[string]string{"name": "a"}, pathExpression: "removeAbovePercentile(a,50)", }, }) f(`removeAboveValue(time('a'), 150)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, nan}, Name: "removeAboveValue(a,150)", Tags: map[string]string{"name": "a"}, pathExpression: "removeAboveValue(a,150)", }, }) f(`removeBelowPercentile(time('a'), 50)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{nan, 180}, Name: "removeBelowPercentile(a,50)", Tags: map[string]string{"name": "a"}, pathExpression: "removeBelowPercentile(a,50)", }, }) f(`removeBelowValue(time('a'), 150)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{nan, 180}, Name: "removeBelowValue(a,150)", Tags: map[string]string{"name": "a"}, pathExpression: "removeBelowValue(a,150)", }, }) f(`removeBetweenPercentile( group( time('a',30), time('b',30), time('c',30), ), 70 )`, []*series{}) f(`removeEmptySeries(time('a'))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "a", Tags: map[string]string{"name": "a"}, }, }) f(`removeEmptySeries(removeBelowValue(time('a'),150),1)`, []*series{}) f(`round(time('a',17),-1)`, []*series{ { Timestamps: []int64{120000, 137000, 154000, 171000, 188000, 205000}, Values: []float64{120, 140, 150, 170, 190, 210}, Name: "round(a,-1)", Tags: map[string]string{"name": "a"}, pathExpression: "round(a,-1)", }, }) f(`round(time('a',17))`, []*series{ { Timestamps: []int64{120000, 137000, 154000, 171000, 188000, 205000}, Values: []float64{120, 137, 154, 171, 188, 205}, Name: "round(a)", Tags: map[string]string{"name": "a"}, pathExpression: "round(a)", }, }) f(`scale(time('a'),0.5)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{60, 90}, Name: "scale(a,0.5)", Tags: map[string]string{"name": "a"}, pathExpression: ("scale(a,0.5)"), }, }) f(`setXFilesFactor( time('foo',20), 0.5 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, 200}, Name: "foo", Tags: map[string]string{"name": "foo", "xFilesFactor": "0.5"}, }, }) f(`sumSeriesWithWildcards( group( time('foo.bar',30), time('foo.baz',30), time('xxx.yy',30), ), 1 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "xxx", Tags: map[string]string{"aggregatedBy": "sum", "name": "xxx.yy"}, pathExpression: "xxx.yy", }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{240, 300, 360}, Name: "foo", Tags: map[string]string{"aggregatedBy": "sum", "name": "sumSeries(foo.bar,foo.baz)"}, pathExpression: "sumSeries(foo.bar,foo.baz)", }, }) f(`summarize( group( time('foo',13), time('bar',21), ), '45s' )`, []*series{ { Timestamps: []int64{90000, 135000, 180000}, Values: []float64{333, 327, 411}, Name: `summarize(bar,'45s','sum')`, Tags: map[string]string{"name": "bar", "summarize": "45s", "summarizeFunction": "sum"}, }, { Timestamps: []int64{90000, 135000, 180000}, Values: []float64{438, 465, 802}, Name: `summarize(foo,'45s','sum')`, Tags: map[string]string{"name": "foo", "summarize": "45s", "summarizeFunction": "sum"}, }, }) f(`summarize( group( time('foo',13), time('bar',21), ), '45s', 'sum', True )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{558, 555}, Name: `summarize(foo,'45s','sum',true)`, Tags: map[string]string{"name": "foo", "summarize": "45s", "summarizeFunction": "sum"}, }, { Timestamps: []int64{120000, 165000}, Values: []float64{423, 387}, Name: `summarize(bar,'45s','sum',true)`, Tags: map[string]string{"name": "bar", "summarize": "45s", "summarizeFunction": "sum"}, }, }) f(`summarize( group( time('foo',13), time('bar',21), ), '45s', 'sumSeries', True )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{558, 555}, Name: `summarize(foo,'45s','sumSeries',true)`, Tags: map[string]string{"name": "foo", "summarize": "45s", "summarizeFunction": "sumSeries"}, }, { Timestamps: []int64{120000, 165000}, Values: []float64{423, 387}, Name: `summarize(bar,'45s','sumSeries',true)`, Tags: map[string]string{"name": "bar", "summarize": "45s", "summarizeFunction": "sumSeries"}, }, }) f(`summarize( group( time('foo',13), time('bar',21), ), '45s', 'last', True )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{159, 198}, Name: `summarize(foo,'45s','last',true)`, Tags: map[string]string{"name": "foo", "summarize": "45s", "summarizeFunction": "last"}, }, { Timestamps: []int64{120000, 165000}, Values: []float64{162, 204}, Name: `summarize(bar,'45s','last',true)`, Tags: map[string]string{"name": "bar", "summarize": "45s", "summarizeFunction": "last"}, }, }) f(`time('foo.bar;baz=aa', 40)`, []*series{ { Timestamps: []int64{ec.startTime, ec.startTime + 40e3, ec.startTime + 80e3}, Values: []float64{float64(ec.startTime) / 1e3, float64(ec.startTime)/1e3 + 40, float64(ec.startTime)/1e3 + 80}, Name: "foo.bar;baz=aa", Tags: map[string]string{"name": "foo.bar", "baz": "aa"}, pathExpression: "foo.bar;baz=aa", }, }) f(`timeFunction("foo.bar.baz")`, []*series{ { Timestamps: []int64{ec.startTime, ec.startTime + 60e3}, Values: []float64{float64(ec.startTime) / 1e3, float64(ec.startTime)/1e3 + 60}, Name: "foo.bar.baz", Tags: map[string]string{"name": "foo.bar.baz"}, pathExpression: "foo.bar.baz", }, }) f(`timeFunction('foo.bar;baz=aa', step=30)`, []*series{ { Timestamps: []int64{ec.startTime, ec.startTime + 30e3, ec.startTime + 60e3, ec.startTime + 90e3}, Values: []float64{float64(ec.startTime) / 1e3, float64(ec.startTime)/1e3 + 30, float64(ec.startTime)/1e3 + 60, float64(ec.startTime)/1e3 + 90}, Name: "foo.bar;baz=aa", Tags: map[string]string{"name": "foo.bar", "baz": "aa"}, }, }) f(`weightedAverage(time('foo',30),time('bar',30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "weightedAverage(foo,bar,)", Tags: map[string]string{"name": "weightedAverage(foo,bar,)"}, }, }) f(`weightedAverage( group( time("foo.x", 30), time("bar.y", 30), ), group( time("bar.x", 30), time("foo.y", 30), ), 0 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "weightedAverage(bar.y,foo.x,bar.x,foo.y,0)", Tags: map[string]string{"name": "weightedAverage(bar.y,foo.x,bar.x,foo.y,0)"}, }, }) f(`weightedAverage( group( time("foo", 10) | alias("foo.bar1"), time("bar", 10) | alias("foo.bar2"), ), group( time("bar", 10) | alias("foo.bar3"), time("foo", 10) | alias("foo.bar4"), ), 1 )`, []*series{}) f(`weightedAverage( group( time("foo0.bar2",30), time("foo0.bar1",30) , ), group( time("foo1.bar1",30), time("foo1.bar2",30), ), 1 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "weightedAverage(foo0.bar1,foo0.bar2,foo1.bar1,foo1.bar2,1)", Tags: map[string]string{"name": "weightedAverage(foo0.bar1,foo0.bar2,foo1.bar1,foo1.bar2,1)"}, }, }) f(`xFilesFactor( time('foo',20), 0.5 )`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, 200}, Name: "foo", Tags: map[string]string{"name": "foo", "xFilesFactor": "0.5"}, }, }) f(`verticalLine("00:03_19700101","event","blue")`, []*series{ { Timestamps: []int64{180000, 180000}, Values: []float64{1.0, 1.0}, Name: "event", Tags: map[string]string{"name": "event"}, }, }) f(`verticalLine("00:0319700101","event","blue")`, []*series{ { Timestamps: []int64{180000, 180000}, Values: []float64{1.0, 1.0}, Name: "event", Tags: map[string]string{"name": "event"}, }, }) f(`useSeriesAbove(time('foo.baz',10),10000,"reqs","time")`, []*series{}) f(`unique(time('foo',30),time('foo',30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120.0, 150.0, 180.0, 210.0}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, }) f(`unique(time('foo',30),time('foo',40),time('foo.bar',40))`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120.0, 150.0, 180.0, 210.0}, Name: "foo", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 160000, 200000}, Values: []float64{120.0, 160.0, 200.0}, Name: "foo.bar", Tags: map[string]string{"name": "foo.bar"}, }, }) f(`perSecond(time('foo.bar;baz=1',25))`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{nan, 1, 1, 1}, Name: "perSecond(foo.bar;baz=1)", Tags: map[string]string{"name": "foo.bar", "baz": "1", "perSecond": "1"}, }, }) f(`perSecond(time('foo.bar;baz=1',25),150)`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{nan, 1, nan, nan}, Name: "perSecond(foo.bar;baz=1)", Tags: map[string]string{"name": "foo.bar", "baz": "1", "perSecond": "1"}, }, }) f(`perSecond(time('foo.bar;baz=1',25),None,140)`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{nan, nan, 1, 1}, Name: "perSecond(foo.bar;baz=1)", Tags: map[string]string{"name": "foo.bar", "baz": "1", "perSecond": "1"}, }, }) f(`percentileOfSeries( group( time('a',30), time('b',30), time('c',30) ), 40 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "percentileOfSeries(a,40)", Tags: map[string]string{"name": "percentileOfSeries(a,40)"}, }, }) f(`percentileOfSeries( group( time('a',30), time('b',30), time('c',30), ), 90 )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "percentileOfSeries(a,90)", Tags: map[string]string{"name": "percentileOfSeries(a,90)"}, }, }) f(`transformNull(time('foo.bar',35),-1,time('foo.bar',30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 155, 190}, Name: "transformNull(foo.bar,-1,referenceSeries)", Tags: map[string]string{"name": "foo.bar", "referenceSeries": "1", "transformNull": "-1"}, pathExpression: "transformNull(foo.bar,-1,referenceSeries)", }, }) f(`transformNull(time('foo.bar',35),-1)`, []*series{ { Timestamps: []int64{120000, 155000, 190000}, Values: []float64{120, 155, 190}, Name: "transformNull(foo.bar,-1)", Tags: map[string]string{"name": "foo.bar", "transformNull": "-1"}, pathExpression: "transformNull(foo.bar,-1)", }, }) f(`timeShift(time('foo.bar;baz=1',25),"+1min")`, []*series{ { Timestamps: []int64{120000, 145000}, Values: []float64{180, 205}, Name: `timeShift(foo.bar;baz=1,'+1min')`, Tags: map[string]string{"name": "foo.bar", "baz": "1", "timeShift": "+1min"}, pathExpression: "foo.bar;baz=1", }, }) f(`timeShift(time('foo.bar;baz=1',25),"+1min",false)`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{180, 205, 230, 255}, Name: `timeShift(foo.bar;baz=1,'+1min')`, Tags: map[string]string{"name": "foo.bar", "baz": "1", "timeShift": "+1min"}, pathExpression: "foo.bar;baz=1", }, }) f(`timeShift(time('foo.bar;baz=1',25),"-1min",true)`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{60, 85, 110, 135}, Name: "timeShift(foo.bar;baz=1,'-1min')", Tags: map[string]string{"name": "foo.bar", "baz": "1", "timeShift": "-1min"}, pathExpression: "foo.bar;baz=1", }, }) f(`timeShift(time('foo.bar;baz=1',25),"1min",false,true)`, []*series{ { Timestamps: []int64{120000, 145000, 170000, 195000}, Values: []float64{60, 85, 110, 135}, Name: `timeShift(foo.bar;baz=1,'1min')`, Tags: map[string]string{"name": "foo.bar", "baz": "1", "timeShift": "1min"}, pathExpression: "foo.bar;baz=1", }, }) f(`timeSlice(time('foo.bar;bar=1',20),"00:00 19700101","00:03 19700101")`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{120, 140, 160, 180, nan}, Name: "timeSlice(foo.bar;bar=1,0,180)", Tags: map[string]string{"name": "foo.bar", "bar": "1", "timeSliceEnd": "180", "timeSliceStart": "0"}, pathExpression: "foo.bar;bar=1", }, }) f(`timeStack(time('foo.bar',35),"+1min",1,3)`, []*series{ { Timestamps: []int64{120000, 155000, 190000}, Values: []float64{180, 215, 250}, Name: "timeShift(foo.bar,+1min,1)", Tags: map[string]string{"name": "foo.bar", "timeShift": "1", "timeShiftUnit": "+1min"}, pathExpression: `timeShift(foo.bar,+1min,1)`, }, { Timestamps: []int64{120000, 155000, 190000}, Values: []float64{240, 275, 310}, Name: "timeShift(foo.bar,+1min,2)", Tags: map[string]string{"name": "foo.bar", "timeShift": "2", "timeShiftUnit": "+1min"}, pathExpression: `timeShift(foo.bar,+1min,2)`, }, { Timestamps: []int64{120000, 155000, 190000}, Values: []float64{300, 335, 370}, Name: "timeShift(foo.bar,+1min,3)", Tags: map[string]string{"name": "foo.bar", "timeShift": "3", "timeShiftUnit": "+1min"}, pathExpression: `timeShift(foo.bar,+1min,3)`, }, }) f(`timeStack(time('foo.bar',35),"1min",1,3)`, []*series{ { Timestamps: []int64{120000, 155000, 190000}, Values: []float64{60, 95, 130}, Name: "timeShift(foo.bar,1min,1)", Tags: map[string]string{"name": "foo.bar", "timeShift": "1", "timeShiftUnit": "1min"}, pathExpression: `timeShift(foo.bar,1min,1)`, }, { Timestamps: []int64{120000, 155000, 190000}, Values: []float64{0, 35, 70}, Name: "timeShift(foo.bar,1min,2)", Tags: map[string]string{"name": "foo.bar", "timeShift": "2", "timeShiftUnit": "1min"}, pathExpression: `timeShift(foo.bar,1min,2)`, }, { Timestamps: []int64{120000, 155000, 190000}, Values: []float64{-60, -25, 10}, Name: "timeShift(foo.bar,1min,3)", Tags: map[string]string{"name": "foo.bar", "timeShift": "3", "timeShiftUnit": "1min"}, pathExpression: `timeShift(foo.bar,1min,3)`, }, }) f(`threshold(1.5)`, []*series{ { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{1.5, 1.5, 1.5}, Name: "1.5", Tags: map[string]string{"name": "1.5"}, pathExpression: "threshold(1.5)", }, }) f(`threshold(1.5,"max","black")`, []*series{ { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{1.5, 1.5, 1.5}, Name: "max", Tags: map[string]string{"name": "1.5"}, pathExpression: "threshold(1.5,'max','black')", }, }) f(`sum( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{240, 300, 360}, Name: "sumSeries(bar,foo)", Tags: map[string]string{"name": "sumSeries(bar,foo)", "aggregatedBy": "sum"}, }, }) f(`sumSeries( time('foo',30), time('bar',30), )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{240, 300, 360}, Name: "sumSeries(bar,foo)", Tags: map[string]string{"name": "sumSeries(bar,foo)", "aggregatedBy": "sum"}, }, }) f(`substr(time('collectd.test-db1.load.value;tag1=value1;tag2=value2'),1,3)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "test-db1.load", Tags: map[string]string{"name": "collectd.test-db1.load.value", "tag1": "value1", "tag2": "value2"}, pathExpression: "collectd.test-db1.load.value;tag1=value1;tag2=value2", }, }) f(`substr(time('foo.baz.host;tag1=value1;tag2=value2'),1)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "baz.host;tag1=value1;tag2=value2", Tags: map[string]string{"name": "foo.baz.host", "tag1": "value1", "tag2": "value2"}, pathExpression: "foo.baz.host;tag1=value1;tag2=value2", }, }) f(`substr(time('foo.baz.host;tag1=value1;tag2=value2'),5)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "", Tags: map[string]string{"name": "foo.baz.host", "tag1": "value1", "tag2": "value2"}, pathExpression: "foo.baz.host;tag1=value1;tag2=value2", }, }) f(`substr(time('foo.baz.host;tag1=value1;tag2=value2'),1,10)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "baz.host;tag1=value1;tag2=value2", Tags: map[string]string{"name": "foo.baz.host", "tag1": "value1", "tag2": "value2"}, pathExpression: "foo.baz.host;tag1=value1;tag2=value2", }, }) f(`substr(time('foo.baz.host;tag1=value1;tag2=value2'),-1)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "host;tag1=value1;tag2=value2", Tags: map[string]string{"name": "foo.baz.host", "tag1": "value1", "tag2": "value2"}, pathExpression: "foo.baz.host;tag1=value1;tag2=value2", }, }) f(`substr(time('foo.baz.host;tag1=value1;tag2=value2'),1,-1)`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{120, 180}, Name: "baz", Tags: map[string]string{"name": "foo.baz.host", "tag1": "value1", "tag2": "value2"}, pathExpression: "foo.baz.host;tag1=value1;tag2=value2", }, }) f(`stdev(time('foo.baz',20),3,0.1)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{0, 10, 16.32993161855452, 16.32993161855452, 16.32993161855452}, Name: "stdev(foo.baz,3)", Tags: map[string]string{"name": "foo.baz", "stdev": "3"}, pathExpression: "foo.baz", }, }) f(`stdev(time('foo.baz',20),3,0.5)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{nan, 10, 16.32993161855452, 16.32993161855452, 16.32993161855452}, Name: "stdev(foo.baz,3)", Tags: map[string]string{"name": "foo.baz", "stdev": "3"}, pathExpression: "foo.baz", }, }) f(`stddevSeries(time('foo.baz',30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0, 0, 0}, Name: "stddevSeries(foo.baz)", Tags: map[string]string{"name": "foo.baz", "aggregatedBy": "stddev"}, }, }) f(`stacked( group( time("foo", 30) | alias("foo1.bar2"), time("bar", 30) | alias("foo1.bar3") ))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "stacked(foo1.bar2)", Tags: map[string]string{"name": "foo", "stacked": "__DEFAULT__"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{240, 300, 360}, Name: "stacked(foo1.bar3)", Tags: map[string]string{"name": "bar", "stacked": "__DEFAULT__"}, }, }) f(`stacked( group( time("bar", 30)| alias("foo1.bar1"), time("foo", 30) | alias("foo1.bar2"), time("foo", 30) | alias("foo1.bar3") ), '' )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{240, 300, 360}, Name: "foo1.bar2", Tags: map[string]string{"name": "foo"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{360, 450, 540}, Name: "foo1.bar3", Tags: map[string]string{"name": "foo"}, }, }) f(`squareRoot(time('foo.baz',10))`, []*series{ { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{10.954451150103322, 11.40175425099138, 11.832159566199232, 12.24744871391589, 12.649110640673518, 13.038404810405298, 13.416407864998739, 13.784048752090222, 14.142135623730951, 14.491376746189438}, Name: "squareRoot(foo.baz)", Tags: map[string]string{"name": "foo.baz", "squareRoot": "1"}, pathExpression: "squareRoot(foo.baz)", }, }) f(`sortByTotal( group( time("bar", 10)| alias("foo1.bar1"), time("foo", 15) | alias("foo1.bar2"), time("foo", 30) | alias("foo1.bar3") ))`, []*series{ { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, { Timestamps: []int64{120000, 135000, 150000, 165000, 180000, 195000, 210000}, Values: []float64{120, 135, 150, 165, 180, 195, 210}, Name: "foo1.bar2", Tags: map[string]string{"name": "foo"}, pathExpression: "foo", }, { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120, 150, 180, 210}, Name: "foo1.bar3", Tags: map[string]string{"name": "foo"}, pathExpression: "foo", }, }) f(`sortBy( group( time("bar", 10)| alias("foo1.bar1"), time("foo", 15) | alias("foo1.bar2") ) )`, []*series{ { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, { Timestamps: []int64{120000, 135000, 150000, 165000, 180000, 195000, 210000}, Values: []float64{120, 135, 150, 165, 180, 195, 210}, Name: "foo1.bar2", Tags: map[string]string{"name": "foo"}, pathExpression: "foo", }, }) f(`sortBy( group( time("bar", 10)| alias("foo1.bar1"), time("foo", 15) | alias("foo1.bar2"), ),'average',true)`, []*series{ { Timestamps: []int64{120000, 135000, 150000, 165000, 180000, 195000, 210000}, Values: []float64{120, 135, 150, 165, 180, 195, 210}, Name: "foo1.bar2", Tags: map[string]string{"name": "foo"}, pathExpression: "foo", }, { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, }) f(`sortBy( group( time("bar", 10)| alias("foo1.bar1"), time("foo", 15) | alias("foo1.bar2"), ),'multiply',true)`, []*series{ { Timestamps: []int64{120000, 135000, 150000, 165000, 180000, 195000, 210000}, Values: []float64{120, 135, 150, 165, 180, 195, 210}, Name: "foo1.bar2", Tags: map[string]string{"name": "foo"}, pathExpression: "foo", }, { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, }) f(`sortBy( group( time("bar", 10)| alias("foo1.bar1"), time("foo", 15) | alias("foo1.bar2"), ),'diff')`, []*series{ { Timestamps: []int64{120000, 135000, 150000, 165000, 180000, 195000, 210000}, Values: []float64{120, 135, 150, 165, 180, 195, 210}, Name: "foo1.bar2", Tags: map[string]string{"name": "foo"}, pathExpression: "foo", }, { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, }) f(`sortByName( group( time("bar", 10)| alias("foo1.bar1"), time("foo", 15) | alias("foo1.bar2") ))`, []*series{ { Timestamps: []int64{120000, 135000, 150000, 165000, 180000, 195000, 210000}, Values: []float64{120, 135, 150, 165, 180, 195, 210}, Name: "foo1.bar2", Tags: map[string]string{"name": "foo"}, pathExpression: "foo", }, { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, }) f(`sortByMaxima( group( time("bar", 10)| alias("foo1.bar1"), constantLine( 15) | alias("foo1.bar2") ))`, []*series{ { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{15, 15, 15}, Name: "foo1.bar2", Tags: map[string]string{"name": "15"}, pathExpression: "constantLine(15)", }, { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, }) f(`sortByMinima( group( time("bar", 10)| alias("foo1.bar1"), constantLine( 15) | alias("foo1.bar2") ))`, []*series{ { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, { Timestamps: []int64{120000, 165000, 210000}, Values: []float64{15, 15, 15}, Name: "foo1.bar2", Tags: map[string]string{"name": "15"}, pathExpression: "constantLine(15)", }, }) f(`sortByMinima( group( time("bar", 10)| alias("foo1.bar1"), constantLine( 0) | alias("foo1.bar2") ))`, []*series{ { Timestamps: []int64{120000, 130000, 140000, 150000, 160000, 170000, 180000, 190000, 200000, 210000}, Values: []float64{120, 130, 140, 150, 160, 170, 180, 190, 200, 210}, Name: "foo1.bar1", Tags: map[string]string{"name": "bar"}, pathExpression: "bar", }, }) f(`smartSummarize( group( time('foo',13), time('bar',21), ), '45s' )`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{423, 387}, Name: `smartSummarize(bar,'45s','sum')`, Tags: map[string]string{"name": "bar", "smartSummarize": "45s", "smartSummarizeFunction": "sum"}, }, { Timestamps: []int64{120000, 165000}, Values: []float64{558, 555}, Name: `smartSummarize(foo,'45s','sum')`, Tags: map[string]string{"name": "foo", "smartSummarize": "45s", "smartSummarizeFunction": "sum"}, }, }) f(`smartSummarize( group( time('foo',13), time('bar',21), ), '1min','sum','hour' )`, []*series{ { Timestamps: []int64{0, 60000, 120000}, Values: []float64{130, 455, 598}, Name: `smartSummarize(foo,'1min','sum')`, Tags: map[string]string{"name": "foo", "smartSummarize": "1min", "smartSummarizeFunction": "sum"}, }, { Timestamps: []int64{0, 60000, 120000}, Values: []float64{63, 252, 441}, Name: `smartSummarize(bar,'1min','sum')`, Tags: map[string]string{"name": "bar", "smartSummarize": "1min", "smartSummarizeFunction": "sum"}, }, }) f(`sinFunction("base",1,30)`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0.5806111842123143, -0.7148764296291645, -0.8011526357338306}, Name: "base", Tags: map[string]string{"name": "base"}, }, }) f(`sinFunction("base",2,30)`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{1.1612223684246286, -1.429752859258329, -1.602305271467661}, Name: "base", Tags: map[string]string{"name": "base"}, }, }) f(`sinFunction("base",step=20)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{0.5806111842123143, 0.9802396594403116, 0.21942525837900473, -0.8011526357338306, -0.8732972972139945}, Name: "base", Tags: map[string]string{"name": "base"}, }, }) f(`sigmoid(time('foo.baz'))`, []*series{ { Timestamps: []int64{120000, 180000}, Values: []float64{1, 1}, Name: "sigmoid(foo.baz)", Tags: map[string]string{"name": "foo.baz", "sigmoid": "sigmoid"}, pathExpression: "sigmoid(foo.baz)", }, }) f(`scaleToSeconds(time('foo.bas',20),5)`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{30, 35, 40, 45, 50}, Name: "scaleToSeconds(foo.bas,5)", Tags: map[string]string{"name": "foo.bas", "scaleToSeconds": "5"}, pathExpression: "scaleToSeconds(foo.bas,5)", }, }) f(`secondYAxis(time('foo.bas',30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000, 210000}, Values: []float64{120, 150, 180, 210}, Name: "secondYAxis(foo.bas)", Tags: map[string]string{"name": "foo.bas", "secondYAxis": "1"}, pathExpression: "foo.bas", }, }) f(`isNonNull(timeSlice(time('foo.bar',20),"00:00 19700101","00:03 19700101"))`, []*series{ { Timestamps: []int64{120000, 140000, 160000, 180000, 200000}, Values: []float64{1, 1, 1, 1, 0}, Name: "isNonNull(timeSlice(foo.bar,0,180))", Tags: map[string]string{"name": "foo.bar", "isNonNull": "1", "timeSliceEnd": "180", "timeSliceStart": "0"}, }, }) f(`linearRegression( group( time("foo.baz",30), time("baz.bar",30), ) )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "linearRegression(foo.baz, 120, 210)", Tags: map[string]string{"name": "foo.baz", "linearRegressions": "120, 210"}, pathExpression: "linearRegression(foo.baz, 120, 210)", }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "linearRegression(baz.bar, 120, 210)", Tags: map[string]string{"name": "baz.bar", "linearRegressions": "120, 210"}, pathExpression: "linearRegression(baz.bar, 120, 210)", }, }) f(`linearRegression( group( time("foo.baz",30), time("baz.bar",30), ), startSourceAt=100, EndSourceAt=None, )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "linearRegression(foo.baz, 100, 210)", Tags: map[string]string{"name": "foo.baz", "linearRegressions": "100, 210"}, pathExpression: "linearRegression(foo.baz, 100, 210)", }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "linearRegression(baz.bar, 100, 210)", Tags: map[string]string{"name": "baz.bar", "linearRegressions": "100, 210"}, pathExpression: "linearRegression(baz.bar, 100, 210)", }, }) f(`linearRegression( group( time("foo.baz",30), time("baz.bar",30), ), startSourceAt=None, endSourceAt="00:08 19700101" )`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "linearRegression(foo.baz, 120, 480)", Tags: map[string]string{"name": "foo.baz", "linearRegressions": "120, 480"}, pathExpression: "linearRegression(foo.baz, 120, 480)", }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: "linearRegression(baz.bar, 120, 480)", Tags: map[string]string{"name": "baz.bar", "linearRegressions": "120, 480"}, pathExpression: "linearRegression(baz.bar, 120, 480)", }, }) f(`holtWintersForecast(time("foo.baz",30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120.00026583823248, 151.53351196300892, 182.8503377518708}, Name: "holtWintersForecast(foo.baz)", Tags: map[string]string{"name": "holtWintersForecast(foo.baz)", "holtWintersForecast": "1"}, }, }) f(`holtWintersForecast(time("foo.baz",30),"4d")`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120.00027210295323, 152.034912932407, 183.72178095512407}, Name: "holtWintersForecast(foo.baz)", Tags: map[string]string{"name": "holtWintersForecast(foo.baz)", "holtWintersForecast": "1"}, }, }) f(`holtWintersForecast(time("foo.baz",30),"8d","2d")`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120.00000001724152, 152.03464171718454, 183.72151060765324}, Name: "holtWintersForecast(foo.baz)", Tags: map[string]string{"name": "holtWintersForecast(foo.baz)", "holtWintersForecast": "1"}, }, }) f(`holtWintersConfidenceBands(time("foo.bar",30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120.00214864234894, 158.95265929117159, 196.72661235783855}, Name: "holtWintersConfidenceUpper(foo.bar)", Tags: map[string]string{"name": "foo.bar", "holtWintersConfidenceUpper": "1"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{119.99838303411602, 144.11436463484625, 168.97406314590305}, Name: "holtWintersConfidenceLower(foo.bar)", Tags: map[string]string{"name": "foo.bar", "holtWintersConfidenceLower": "1"}, }, }) f(`holtWintersConfidenceBands(time("foo.bar",30),5,"4d")`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120.00407891280487, 165.87605713703562, 209.67633502193422}, Name: "holtWintersConfidenceUpper(foo.bar)", Tags: map[string]string{"name": "foo.bar", "holtWintersConfidenceUpper": "1"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{119.9964652931016, 138.19376872777838, 157.76722688831393}, Name: "holtWintersConfidenceLower(foo.bar)", Tags: map[string]string{"name": "foo.bar", "holtWintersConfidenceLower": "1"}, }, }) f(`holtWintersConfidenceBands(time("foo.bar",30),5,"8d","2d")`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120.00000014163967, 165.87883899077733, 209.679106539474}, Name: "holtWintersConfidenceUpper(foo.bar)", Tags: map[string]string{"name": "foo.bar", "holtWintersConfidenceUpper": "1"}, }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{119.99999989284336, 138.19044444359176, 157.7639146758325}, Name: "holtWintersConfidenceLower(foo.bar)", Tags: map[string]string{"name": "foo.bar", "holtWintersConfidenceLower": "1"}, }, }) f(`holtWintersAberration(time("baz.baf",30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0, 0, 0}, Name: "holtWintersAberration(baz.baf)", Tags: map[string]string{"name": "baz.baf", "holtWintersAberration": "1"}, }, }) f(`holtWintersAberration(time("baz.baf",30),2)`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{0, 0, 0}, Name: "holtWintersAberration(baz.baf)", Tags: map[string]string{"name": "baz.baf", "holtWintersAberration": "1"}, }, }) f(`holtWintersConfidenceArea(time("foo.baz",30))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120.00214864234894, 158.95265929117159, 196.72661235783855}, Name: "areaBetween(holtWintersConfidenceUpper(foo.baz))", Tags: map[string]string{"holtWintersConfidenceUpper": "1", "areaBetween": "1", "name": "foo.baz"}, pathExpression: "holtWintersConfidenceUpper(foo.baz)", }, { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{119.99838303411602, 144.11436463484625, 168.97406314590305}, Name: "areaBetween(holtWintersConfidenceLower(foo.baz))", Tags: map[string]string{"holtWintersConfidenceLower": "1", "areaBetween": "1", "name": "foo.baz"}, pathExpression: "holtWintersConfidenceLower(foo.baz)", }, }) f(`groupByNode(summarize( group( time('foo.bar.baz',20), time('bar.foo.bad',20), time('bar.foo.bad',20), ), '45s' ),1)`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{325, 400}, Name: `foo`, Tags: map[string]string{"aggregatedBy": "average", "name": "bar.foo.bad", "summarize": "45s", "summarizeFunction": "sum"}, pathExpression: "bar.foo.bad", }, { Timestamps: []int64{120000, 165000}, Values: []float64{325, 400}, Name: `bar`, Tags: map[string]string{"aggregatedBy": "average", "name": "foo.bar.baz", "summarize": "45s", "summarizeFunction": "sum"}, pathExpression: "foo.bar.baz", }, }) f(`divideSeries( summarize( group( time('foo.bar.baz',10), time('bar.foo.bad',10) ), '45s' ), summarize( group( time('foo.bar.baz',10) ), '45s' ))`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{1, 1}, Name: `divideSeries(summarize(foo.bar.baz,'45s','sum'),summarize(foo.bar.baz,'45s','sum'))`, Tags: map[string]string{"name": "foo.bar.baz", "summarize": "45s", "summarizeFunction": "sum"}, }, { Timestamps: []int64{120000, 165000}, Values: []float64{1, 1}, Name: `divideSeries(summarize(bar.foo.bad,'45s','sum'),summarize(foo.bar.baz,'45s','sum'))`, Tags: map[string]string{"name": "bar.foo.bad", "summarize": "45s", "summarizeFunction": "sum"}, }, }) f(`divideSeriesLists( summarize( time('foo.bar.baz',10), '45s' ), summarize( time('bar.foo.bad',10), '45s' ))`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{1, 1}, Name: `divideSeries(summarize(foo.bar.baz,'45s','sum'),summarize(bar.foo.bad,'45s','sum'))`, Tags: map[string]string{"name": "foo.bar.baz", "summarize": "45s", "summarizeFunction": "sum"}, }, }) f(`weightedAverage( summarize( group( time('foo.bar.baz',10), time('bar.foo.bad',10) ), '45s' ), summarize( group( time('bar.foo.bad',10), time('foo.bar.baz',10) ), '45s' ))`, []*series{ { Timestamps: []int64{120000, 165000}, Values: []float64{292.5, 500}, Name: `weightedAverage(summarize(bar.foo.bad,'45s','sum'),summarize(foo.bar.baz,'45s','sum'),summarize(bar.foo.bad,'45s','sum'),summarize(foo.bar.baz,'45s','sum'),)`, Tags: map[string]string{"name": "weightedAverage(summarize(bar.foo.bad,'45s','sum'),summarize(foo.bar.baz,'45s','sum'),summarize(bar.foo.bad,'45s','sum'),summarize(foo.bar.baz,'45s','sum'),)"}, }, }) f(`transformNull( time('foo.bar.baz',30), -1, summarize( group( time('foo.bar.baz',10) ), '30s' ))`, []*series{ { Timestamps: []int64{120000, 150000, 180000}, Values: []float64{120, 150, 180}, Name: `transformNull(foo.bar.baz,-1,referenceSeries)`, Tags: map[string]string{"name": "foo.bar.baz", "referenceSeries": "1", "transformNull": "-1"}, pathExpression: ("transformNull(foo.bar.baz,-1,referenceSeries)"), }, }) } func TestExecExprFailure(t *testing.T) { f := func(query string) { t.Helper() ec := &evalConfig{ at: &auth.Token{}, startTime: 120e3, endTime: 420e3, storageStep: 60e3, } nextSeries, err := execExpr(ec, query) if err == nil { if _, err = drainAllSeries(nextSeries); err == nil { t.Fatalf("expecting non-nil error for query %q", query) } nextSeries = nil } if nextSeries != nil { t.Fatalf("expecting nil nextSeries") } } f("123") f("nonExistingFunc()") f("absolute()") f("absolute(1)") f("absolute('foo')") f("add()") f("add(foo.bar)") f("add(1.23)") f("add(1.23, 4.56)") f("add(time('a'), baz)") f("aggregate()") f("x.y|aggregate()") f("aggregate(1)") f("aggregate(time('a'), 123)") f("aggregate(time('a'), 123, bar.baz)") f("aggregate(time('a'), bar)") f("aggregate(time('a'), 'non-existing-func')") f("aggregate(time('a'), 'sum', 'bar')") f("aggregate(1,'sum')") f("aggregateLine()") f("aggregateLine(123)") f("aggregateLine(time('a'), bar)") f("aggregateLine(time('a'),'non-existing-func')") f("aggregateLine(time('a'),keepStep=aaa)") f("aggregateLine(time('a'),'sum',123)") f("aggregateWithWildcards()") f("aggregateWithWildcards(time('a'),bar)") f("aggregateWithWildcards(constantLine(123),'non-existing-func')") f("aggregateWithWildcards(time('a'),'sum',bar)") f("aggregateWithWildcards(1,'sum')") f("alias()") f("alias(time('a'))") f("alias(time('a'),123)") f("alias(1,'aa')") f("aliasByMetric()") f("aliasByMetric(123)") f("aliasByNode()") f("aliasByNode(123)") f("aliasByNode(time('a'),bar)") f("aliasByTags()") f("aliasByTags(123)") f("aliasByTags(time('a'),bar)") f("aliasQuery()") f("aliasQuery(1,2,3,4)") f("aliasQuery(1,'foo[bar',3,4)") f("aliasQuery(1,'foo',3,4)") f("aliasQuery(1,'foo','bar',4)") f("aliasQuery(constantLine(1)|alias('x'),'x','abc(de','aa')") f("aliasQuery(constantLine(1)|alias('x'),'x','group()','aa')") f("aliasQuery(1,'foo','bar','aaa')") f("aliasSub()") f("aliasSub(1,2,3)") f("aliasSub(1,'foo[bar',3)") f("aliasSub(1,'foo',3)") f("aliasSub(1,'foo','bar')") f("alpha()") f("alpha(1,2)") f("alpha(1,foo)") f("applyByNode()") f("applyByNode(1,2,3)") f("applyByNode(1,foo,3)") f("applyByNode(1,2,'aaa',4)") f("applyByNode(1,2,'foo')") f("areaBetween()") f("areaBetween(1)") f("areaBetween(group(time('1'),time('2'),time('3')))") f("asPercent()") f("asPercent(1)") f("asPercent(time('abc'),'foo')") f("asPercent(1,'foo',bar)") f("asPercent(time('abc'),100,1)") f("asPercent(time('a'),group(time('b'),time('c')))") f("averageAbove()") f("averageAbove(1,2)") f("averageAbove(1,foo)") f("averageBelow()") f("averageBelow(1,2)") f("averageBelow(1,foo)") f("averageOutsidePercentile()") f("averageOutsidePercentile(1,2)") f("averageOutsidePercentile(1,'foo')") f("averageSeries(1)") f("averageSeries(time('a'),1)") f("averageSeriesWithWildcards()") f("averageSeriesWithWildcards(1)") f("averageSeriesWithWildcards(time('a'),'foo')") f("avg(1)") f("changed()") f("changed(1)") f("color()") f("color(1,'foo')") f("color(1,foo)") f("consolidateBy()") f("consolidateBy(1,2)") f("consolidateBy(1,'foobar')") f("consolidateBy(1,'sum')") f("constantLine()") f("constantLine('foobar')") f("constantLine(time('a'))") f("constantLine(true)") f("constantLine(None)") f("constantLine(constantLine(123))") f("constantLine(foo=123)") f("constantLine(123, 456)") f("countSeries(1)") f("countSeries(time('a'),1)") f("cumulative()") f("cumulative(1)") f("currentAbove()") f("currentAbove(1,2)") f("currentAbove(1,foo)") f("currentBelow()") f("currentBelow(1,2)") f("currentBelow(1,foo)") f("dashed()") f("dashed(1)") f("dashed(time('a'),'foo')") f("delay()") f("delay(1,2)") f("delay(time('a'),'foo')") f("derivative()") f("derivative(1)") f("diffSeries(1)") f("diffSeries(time('a'),1)") f("divideSeries()") f("divideSeries(1,2)") f("divideSeries(time('a'),group(time('a'),time('b')))") f("divideSeriesLists()") f("divideSeriesLists(1,2)") f("divideSeriesLists(time('a'),2)") f("divideSeriesLists(time('a'),group(time('b'),time('c')))") f("drawAsInfinite()") f("drawAsInfinite(1)") f("events(1)") f("exclude()") f("exclude(1)") f("exclude(time('a'),2)") f("exclude(1,'foo')") f("exclude(1,'f[')") f("exp()") f("exp(1)") f("exponentialMovingAverage()") f("exponentialMovingAverage(1,time('a'))") f("exponentialMovingAverage(time('a'),'foobar')") f("fallbackSeries()") f("fallbackSeries(1,2)") f("fallbackSeries(group(),2)") f("filterSeries()") f("filterSeries(1,2,3,4)") f("filterSeries(time('a'),'foo','bar','baz')") f("filterSeries(time('a'),'sum',1,'baz')") f("filterSeries(time('a'),'sum','bar','baz')") f("filterSeries(time('a'),'sum','>','baz')") f("filterSeries(time('a'),'foo','>',3)") f("filterSeries(time('a'),'sum','xxx',3)") f("grep()") f("grep(1)") f("grep(time('a'),2)") f("grep(1,'foo')") f("grep(1,'f[')") f("group(1)") f("group('a.b.c')") f("group(xx=aa.bb)") f("group(constantLine(1),123)") f("groupByNode()") f("groupByNode(1,123)") f("groupByNode(1,time('a'))") f("groupByNode(time('a'),1,'foobar')") f("groupByNode(time('a'),1,2)") f("groupByNodes()") f("groupByNodes(time('a'),123)") f("groupByNodes(time('a'),'foobar')") f("groupByNodes(time('a'),'sum',time('b'))") f("groupByNodes(1,'sum')") f("groupByTags()") f("groupByTags(1,1)") f("groupByTags(1,'foo')") f("groupByTags(1,'sum',1)") f("highest()") f("highest(1,'foo')") f("highest(1,2,3)") f("highest(1,2,'foo')") f("highest(1,2,'sum')") f("highestAverage()") f("highestAverage(1,2)") f("highestAverage(1,'foo')") f("highestCurrent()") f("highestCurrent(1,2)") f("highestCurrent(1,'foo')") f("highestMax()") f("highestMax(1,2)") f("highestMax(1,'foo')") f("hitcount()") f("hitcount(1,2)") f("hitcount(1,'5min')") f("hitcount(1,'5min','foo')") f("identity()") f("identity(1)") f("integral()") f("integral('a')") f("integralByInterval()") f("integralByInterval(1,2)") f("integralByInterval(1,'1h')") f("interpolate()") f("interpolate(1)") f("invert()") f("invert(1)") f("keepLastValue()") f("keepLastValue(1)") f("limit()") f("limit(1,2)") f("limit(1,'foo')") f("lineWidth()") f("lineWidth(1,2)") f("lineWidth(1,'foo')") f("logarithm()") f("logarithm(1)") f("logarithm(1,'foo')") f("logit()") f("logit(1)") f("lowest()") f("lowest(1,'foo')") f("lowest(1,2,3)") f("lowest(1,2,'foo')") f("lowest(1,2,'sum')") f("lowestAverage()") f("lowestAverage(1,2)") f("lowestAverage(1,'foo')") f("lowestCurrent()") f("lowestCurrent(1,2)") f("lowestCurrent(1,'foo')") f("maxSeries(1)") f("maxSeries(time('a'),1)") f("maximumAbove()") f("maximumAbove(1,2)") f("maximumAbove(1,foo)") f("maximumBelow()") f("maximumBelow(1,2)") f("maximumBelow(1,foo)") f("minMax()") f("minMax(1)") f("minSeries(1)") f("minSeries(time('a'),1)") f("minimumAbove()") f("minimumAbove(1,2)") f("minimumAbove(1,foo)") f("minimumBelow()") f("minimumBelow(1,2)") f("minimumBelow(1,foo)") f("mostDeviant()") f("mostDeviant(1,2)") f("mostDeviant(1,foo)") f("movingAverage()") f("movingAverage(time('a'),time('b'))") f("movingAverage(1,1)") f("movingAverage(time('a),1,'foo')") f("movingAverage(foo=a,bar=2,baz=3)") f("movingMax()") f("movingMax(1,'5min')") f("movingMax(1,foo=true)") f("movingMedian()") f("movingMedian(1,'5min')") f("movingMedian(1,foo=true)") f("movingMin()") f("movingMin(1,'5min')") f("movingMin(1,foo=true)") f("movingSum()") f("movingSum(1,'5min')") f("movingSum(1,foo=true)") f("movingWindow()") f("movingWindow(1,foo)") f("movingWindow(1,'foo')") f("movingWindow(1,-1)") f("movingWindow(1,2)") f("movingWindow(1,2,3)") f("movingWindow(1,2,'non-existing-aggr-func')") f("movingWindow(1,2,'sum',foo)") f("multiplySeries(1)") f("multiplySeries(time('a'),1)") f("multiplyWithWildcards()") f("multiplyWithWildcards(time('a'),bar)") f("multiplyWithWildcards(constantLine(123),'non-existing-func')") f("multiplyWithWildcards(time('a'),'sum',bar)") f("multiplyWithWildcards(1,'sum')") f(`nPercentile()`) f(`nPercentile(1,1)`) f(`nPercentile(1,'foo')`) f(`nonNegativeDerivative()`) f(`nonNegativeDerivative(1)`) f("offset()") f("offset(1,2)") f("offset(time('a'),'fo')") f("offsetToZero()") f("offsetToZero(1)") f("pow()") f("pow(1,2)") f("pow(1,'foo')") f("rangeOfSeries(1)") f("rangeOfSeries(time('a'),1)") f("randomWalk()") f("randomWalk(1)") f("randomWalk('foo','bar')") f("removeAbovePercentile()") f("removeAbovePercentile(1, 2)") f("removeAbovePercentile(1, 'foo')") f("removeAboveValue()") f("removeAboveValue(1, 2)") f("removeAboveValue(1, 'foo')") f("removeBelowPercentile()") f("removeBelowPercentile(1, 2)") f("removeBelowPercentile(1, 'foo')") f("removeBelowValue()") f("removeBelowValue(1, 2)") f("removeBelowValue(1, 'foo')") f("removeBetweenPercentile()") f("removeBetweenPercentile(1,2)") f("removeBetweenPercentile(1,'foo')") f("removeEmptySeries()") f("removeEmptySeries(1)") f("removeEmptySeries(1,'fii')") f("round()") f("round(1)") f("round(1,'foo')") f("scale()") f("scale(1,2)") f("scale(time('a'),'foo')") f("setXFilesFactor()") f("setXFilesFactor(1,'foo')") f("setXFilesFactor(1,0.5)") f("sumWithWildcards()") f("sumWithWildcards(time('a'),bar)") f("sumWithWildcards(constantLine(123),'non-existing-func')") f("sumWithWildcards(time('a'),'sum',bar)") f("sumWithWildcards(1,'sum')") f("summarize()") f("summarize(1,2)") f("summarize(1,'foobar')") f("summarize(1,'-2min')") f("summarize(1, '0seconds')") f("summarize(1,'2min',3)") f("summarize(1,'1s','non-existing-func')") f("summarize(1,'1s','sum',3)") f("summarize(1,'1s')") f("time()") f("time(1)") f("timeFunction()") f("timeFunction(1)") f("timeFunction(False)") f("timeFunction(None)") f("timeFunction(constantLine(123))") f("timeFunction(foo='bar')") f("timeFunction('foo', 'bar')") f(`verticalLine("12:3420131108","event","blue",5)`) f(`verticalLine(10)`) f(`verticalLine("12:3420131108",4,5)`) f(`verticalLine("12:3420131108","event",4)`) f(`verticalLine("12:3420131108SF1bad","event")`) f(`verticalLine("00:01 19700101","event")`) f(`useSeriesAbove()`) f(`useSeriesAbove(1,10)`) f(`useSeriesAbove(1,10,10,5)`) f(`useSeriesAbove(1,"10",10,15)`) f(`useSeriesAbove(1,10,"(?=10)",15)`) f(`useSeriesAbove(1,10,"10",5)`) f(`unique(5,2)`) f(`perSecond()`) f(`perSecond(1)`) f(`percentileOfSeries()`) f(`percentileOfSeries(1)`) f(`substr()`) f(`substr(time('a'),'foo')`) f(`substr(time('a'),1,'foo')`) f(`sumSeries(1)`) f("sumSeries(time('a'),1)") f(`threshold()`) f(`threshold("bad arg")`) f(`threshold(1.5,5,"black")`) f(`threshold(1.5,"max",5)`) f(`timeShift()`) f(`timeShift(time('a'),1)`) f(`timeShift(time('a'),'foo')`) f(`timeSlice()`) f(`timeSlice(time('a'),1)`) f(`timeSlice(time('a'),'foo')`) f(`timeSlice(time('a'),'5min',1)`) f(`timeSlice(time('a'),'5min','bar')`) f(`timeSlice(1,'5min','10min')`) f(`timeStack()`) f(`timeStack(time('a'),timeShiftUnit=123)`) f(`timeStack(time('a'),'foo')`) f(`timeStack(time('a'),'1m',timeShiftStart='foo')`) f(`timeStack(time('a'),'1m',timeShiftEnd='bar')`) f(`timeStack(time('a'),'1m',10,1)`) f(`transformNull()`) f(`transformNull(1,-1,5,2)`) f(`transformNull(None)`) f(`transformNull(time('a'),2,'xxx')`) f(`transformNull(time('a'),'foo')`) f("weightedAverage()") f("weightedAverage(1,2)") f("weightedAverage(time('a'),2)") f("weightedAverage(time('a'),time('b'),foo.bar)") f("weightedAverage(time('a'),group(time('b'),time('c')))") f("xFilesFactor()") f("xFilesFactor(1,'foo')") f("xFilesFactor(1,0.5)") f(`stdev()`) f(`stdev(1,3,0.5)`) f(`stdev(1,"5",0.5)`) f(`stdev(1,3,"0.5")`) f(`stddevSeries(5)`) f(`stddevSeries(1)`) f(`stacked()`) f(`stacked(1)`) f(`stacked(1,5)`) f(`squareRoot()`) f(`squareRoot(5)`) f(`sortByTotal()`) f(`sortByTotal(1)`) f(`sortBy()`) f(`sortBy(1)`) f(`sortBy(1,5)`) f(`sortBy(1,'bad func name')`) f(`sortBy(1,'sum','non bool')`) f(`sortByName()`) f(`sortByName(1)`) f(`sortByName(1,"bad bool")`) f(`sortByName(1,true,"bad bool")`) f(`sortByName(1,5,5,6)`) f(`sortByMinima()`) f(`sortByMinima(1)`) f(`sortByMaxima()`) f(`sortByMaxima(1)`) f(`smartSummarize(1)`) f(`smartSummarize(1,"1d")`) f(`smartSummarize(1,"1d","sum","1light year")`) f(`smartSummarize(1,1)`) f(`smartSummarize(1,"1d",1)`) f(`smartSummarize(1,"1light year")`) f(`smartSummarize(1,"-1d")`) f(`smartSummarize(1,"1d","bad func")`) f(`smartSummarize(1,"1d","sum",true)`) f(`sinFunction()`) f(`sinFunction(5)`) f(`sinFunction("name","bad arg")`) f(`sinFunction("name",1,"bad arg")`) f(`sinFunction(1,-2,3)`) f(`sigmoid()`) f(`sigmoid(1)`) f(`scaleToSeconds()`) f(`scaleToSeconds(1,10)`) f(`scaleToSeconds(1,"10")`) f(`secondYAxis()`) f(`secondYAxis(1)`) f(`isNonNull()`) f(`isNonNull(1)`) f(`linearRegression()`) f(`linearRegression(10)`) f(`linearRegression(none.exist.metric)`) f(`linearRegression(none.exist.metric,"badarg1")`) f(`linearRegression(time("foo.baz",15),"-1min","badargv2")`) f(`holtWintersForecast()`) f(`holtWintersForecast(none.exist.metric)`) f(`holtWintersForecast(none.exist.metric,124124)`) f(`holtWintersForecast(none.exist.metric,7d,"ads124")`) f(`holtWintersForecast(none.exist.metric,"7d","ads124")`) f(`holtWintersForecast(none.exist.metric,"afsf","7d")`) f(`holtWintersForecast(none.exist.metric,"7d",124214)`) f(`holtWintersConfidenceBands()`) f(`holtWintersConfidenceBands(none.exist.metric)`) f(`holtWintersConfidenceBands(none.exist.metric,"124124")`) f(`holtWintersConfidenceBands(none.exist.metric,7,123)`) f(`holtWintersConfidenceBands(none.exist.metric,7,"ads124")`) f(`holtWintersConfidenceBands(none.exist.metric,7,"7d","ads124")`) f(`holtWintersConfidenceBands(none.exist.metric,7,"afsf","7d")`) f(`holtWintersConfidenceBands(none.exist.metric,7,"7d",124214)`) f(`holtWintersAberration()`) f(`holtWintersAberration(124)`) f(`holtWintersAberration(none.exist.metric)`) f(`holtWintersConfidenceArea(group(time("foo.baz",15),time("foo.baz",15)))`) f(`holtWintersConfidenceArea()`) } func compareSeries(ss, ssExpected []*series, expr graphiteql.Expr) error { if len(ss) != len(ssExpected) { return fmt.Errorf("unexpected series count; got %d; want %d", len(ss), len(ssExpected)) } m := make(map[string]*series) for _, s := range ssExpected { m[s.Name] = s } exprStrExpected := string(expr.AppendString(nil)) for _, s := range ss { sExpected := m[s.Name] if sExpected == nil { return fmt.Errorf("missing series with name %q", s.Name) } if !reflect.DeepEqual(s.Tags, sExpected.Tags) { return fmt.Errorf("unexpected tag for series %q\ngot\n%s\nwant\n%s", s.Name, s.Tags, sExpected.Tags) } if !reflect.DeepEqual(s.Timestamps, sExpected.Timestamps) { return fmt.Errorf("unexpected timestamps for series %q\ngot\n%d\nwant\n%d", s.Name, s.Timestamps, sExpected.Timestamps) } if !equalFloats(s.Values, sExpected.Values) { return fmt.Errorf("unexpected values for series %q\ngot\n%g\nwant\n%g", s.Name, s.Values, sExpected.Values) } expectedPathExpression := sExpected.Name if sExpected.pathExpression != "" { expectedPathExpression = sExpected.pathExpression } if expectedPathExpression != s.pathExpression { return fmt.Errorf("unexpected pathExpression for series %q\ngot\n%s\nwant\n%s", s.Name, s.pathExpression, expectedPathExpression) } exprStr := string(s.expr.AppendString(nil)) if exprStr != exprStrExpected { return fmt.Errorf("unexpected expr for series %q\ngot\n%s\nwant\n%s", s.Name, exprStr, exprStrExpected) } } return nil } func equalFloats(a, b []float64) bool { if len(a) != len(b) { return false } for i, v1 := range a { v2 := b[i] if math.IsNaN(v1) { if math.IsNaN(v2) { continue } return false } else if math.IsNaN(v2) { return false } eps := math.Abs(v1) / 1e15 if math.Abs(v1-v2) > eps { return false } } return true } func printSeriess(ss []*series) string { var sb strings.Builder fmt.Fprintf(&sb, "[\n") for _, s := range ss { fmt.Fprintf(&sb, "\t{name=%q,tags=%v,timestamps=%s,values=%s}\n", s.Name, s.Tags, formatTimestamps(s.Timestamps), formatValues(s.Values)) } fmt.Fprintf(&sb, "]\n") return sb.String() } func formatValues(vs []float64) string { if len(vs) == 0 { return "[]" } var sb strings.Builder fmt.Fprintf(&sb, "[ ") for i, v := range vs { if math.IsNaN(v) { fmt.Fprintf(&sb, "nan") } else { fmt.Fprintf(&sb, "%g", v) } if i != len(vs)-1 { fmt.Fprintf(&sb, ", ") } } fmt.Fprintf(&sb, " ]") return sb.String() } func formatTimestamps(tss []int64) string { if len(tss) == 0 { return "[]" } var sb strings.Builder fmt.Fprintf(&sb, "[ ") for i, ts := range tss { fmt.Fprintf(&sb, "%d", ts) if i != len(tss)-1 { fmt.Fprintf(&sb, ", ") } } fmt.Fprintf(&sb, " ]") return sb.String() }