feat(alerting): add timeserie aggregation functions
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@@ -1,8 +1,47 @@
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package models
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import "math"
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type TimeSeries struct {
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Name string `json:"name"`
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Points [][2]float64 `json:"points"`
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Avg float64
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Sum float64
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Min float64
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Max float64
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Mean float64
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}
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type TimeSeriesSlice []*TimeSeries
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func NewTimeSeries(name string, points [][2]float64) *TimeSeries {
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ts := &TimeSeries{
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Name: name,
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Points: points,
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}
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ts.Min = points[0][0]
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ts.Max = points[0][0]
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for _, v := range points {
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value := v[0]
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if value > ts.Max {
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ts.Max = value
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}
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if value < ts.Min {
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ts.Min = value
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}
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ts.Sum += value
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}
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ts.Avg = ts.Sum / float64(len(points))
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midPosition := int64(math.Floor(float64(len(points)) / float64(2)))
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ts.Mean = points[midPosition][0]
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return ts
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}
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@@ -0,0 +1,36 @@
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package models
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import (
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. "github.com/smartystreets/goconvey/convey"
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"testing"
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)
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func TestTimeSeries(t *testing.T) {
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Convey("timeseries aggregation tests", t, func() {
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ts := NewTimeSeries("test", [][2]float64{
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{1, 0},
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{2, 0},
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{3, 0},
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})
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Convey("sum", func() {
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So(ts.Sum, ShouldEqual, 6)
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})
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Convey("avg", func() {
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So(ts.Avg, ShouldEqual, 2)
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})
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Convey("min", func() {
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So(ts.Min, ShouldEqual, 1)
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})
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Convey("max", func() {
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So(ts.Max, ShouldEqual, 3)
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})
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Convey("mean", func() {
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So(ts.Mean, ShouldEqual, 2)
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})
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})
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}
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@@ -11,6 +11,15 @@ type Executor interface {
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type ExecutorImpl struct{}
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type fn func(float64, float64) bool
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var operators map[string]fn = map[string]fn{
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">": func(num1, num2 float64) bool { return num1 > num2 },
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">=": func(num1, num2 float64) bool { return num1 >= num2 },
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"<": func(num1, num2 float64) bool { return num1 < num2 },
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"<=": func(num1, num2 float64) bool { return num1 <= num2 },
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}
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func (this *ExecutorImpl) Execute(rule m.AlertRule, responseQueue chan *AlertResult) {
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response, err := graphite.GraphiteClient{}.GetSeries(rule)
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@@ -18,10 +27,10 @@ func (this *ExecutorImpl) Execute(rule m.AlertRule, responseQueue chan *AlertRes
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responseQueue <- &AlertResult{State: "CRITICAL", Id: rule.Id}
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}
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responseQueue <- this.executeRules(response, rule)
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responseQueue <- this.ValidateRule(rule, response)
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}
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func (this *ExecutorImpl) executeRules(series m.TimeSeriesSlice, rule m.AlertRule) *AlertResult {
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func (this *ExecutorImpl) ValidateRule(rule m.AlertRule, series m.TimeSeriesSlice) *AlertResult {
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for _, v := range series {
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var avg float64
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var sum float64
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@@ -31,19 +40,19 @@ func (this *ExecutorImpl) executeRules(series m.TimeSeriesSlice, rule m.AlertRul
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avg = sum / float64(len(v.Points))
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if float64(rule.CritLevel) < avg {
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if rule.CritOperator != "" && operators[rule.CritOperator](float64(rule.CritLevel), avg) {
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return &AlertResult{State: m.AlertStateCritical, Id: rule.Id, ActualValue: avg}
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}
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if float64(rule.WarnLevel) < avg {
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if rule.WarnOperator != "" && operators[rule.WarnOperator](float64(rule.WarnLevel), avg) {
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return &AlertResult{State: m.AlertStateWarn, Id: rule.Id, ActualValue: avg}
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}
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if float64(rule.CritLevel) < sum {
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if rule.CritOperator != "" && operators[rule.CritOperator](float64(rule.CritLevel), sum) {
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return &AlertResult{State: m.AlertStateCritical, Id: rule.Id, ActualValue: sum}
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}
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if float64(rule.WarnLevel) < sum {
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if rule.WarnOperator != "" && operators[rule.WarnOperator](float64(rule.WarnLevel), sum) {
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return &AlertResult{State: m.AlertStateWarn, Id: rule.Id, ActualValue: sum}
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}
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}
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@@ -0,0 +1,58 @@
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package alerting
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import (
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m "github.com/grafana/grafana/pkg/models"
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. "github.com/smartystreets/goconvey/convey"
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"testing"
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)
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func TestAlertingExecutor(t *testing.T) {
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Convey("Test alert execution", t, func() {
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executor := &ExecutorImpl{}
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Convey("Show return ok since avg is above 2", func() {
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rule := m.AlertRule{CritLevel: 10, CritOperator: "<", Aggregator: "sum"}
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timeseries := []*m.TimeSeries{
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m.NewTimeSeries("test1", [][2]float64{{2, 0}}),
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}
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result := executor.ValidateRule(rule, timeseries)
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So(result.State, ShouldEqual, m.AlertStateOk)
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})
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Convey("Show return critical since below 2", func() {
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rule := m.AlertRule{CritLevel: 10, CritOperator: ">", Aggregator: "sum"}
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timeseries := []*m.TimeSeries{
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m.NewTimeSeries("test1", [][2]float64{{2, 0}}),
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}
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result := executor.ValidateRule(rule, timeseries)
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So(result.State, ShouldEqual, m.AlertStateCritical)
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})
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Convey("Show return critical since sum is above 10", func() {
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rule := m.AlertRule{CritLevel: 10, CritOperator: "<", Aggregator: "sum"}
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timeseries := []*m.TimeSeries{
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m.NewTimeSeries("test1", [][2]float64{{9, 0}, {9, 0}}),
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}
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result := executor.ValidateRule(rule, timeseries)
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So(result.State, ShouldEqual, m.AlertStateCritical)
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})
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/*
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Convey("Show return ok since avg is below 10", func() {
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rule := m.AlertRule{CritLevel: 10, CritOperator: "<", Aggregator: "avg"}
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timeseries := []*m.TimeSeries{
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m.NewTimeSeries("test1", [][2]float64{{9, 0}, {9, 0}}),
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}
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result := executor.ValidateRule(rule, timeseries)
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So(result.State, ShouldEqual, m.AlertStateOk)
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})
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*/
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})
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}
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