Alerting: Rule backtesting with experimental UI (#115525)
* add function to convert StateTransition to LokiEntry * add QueryResultBuilder * update backtesting to produce result similar to historian * make shouldRecord public * filter out noop transitions * add experimental front-end * add new fields * move conversion of api model to AlertRule to validation * add extra labels * calculate tick timestamp using the same logic as in scheduler * implement correct logic of calculating first evaluation timestamp * add uid, group and folder uid they are needed for jitter strategy * add JitterOffsetInDuration and JitterStrategy.String() * add config `backtesting_max_evaluations` to [unified_alerting] (not documented for now) * remove obsolete tests * elevate permisisons for backtesting endpoint * move backtesting to separate dir
This commit is contained in:
@@ -4,7 +4,6 @@ import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"errors"
|
||||
"fmt"
|
||||
"math/rand"
|
||||
"testing"
|
||||
"time"
|
||||
@@ -14,9 +13,11 @@ import (
|
||||
"github.com/grafana/grafana-plugin-sdk-go/data"
|
||||
|
||||
"github.com/grafana/grafana/pkg/apimachinery/identity"
|
||||
"github.com/grafana/grafana/pkg/services/featuremgmt"
|
||||
"github.com/grafana/grafana/pkg/services/ngalert/eval"
|
||||
"github.com/grafana/grafana/pkg/services/ngalert/eval/eval_mocks"
|
||||
"github.com/grafana/grafana/pkg/services/ngalert/models"
|
||||
"github.com/grafana/grafana/pkg/services/ngalert/schedule"
|
||||
"github.com/grafana/grafana/pkg/services/ngalert/state"
|
||||
"github.com/grafana/grafana/pkg/util"
|
||||
)
|
||||
@@ -158,16 +159,6 @@ func TestNewBacktestingEvaluator(t *testing.T) {
|
||||
}
|
||||
|
||||
func TestEvaluatorTest(t *testing.T) {
|
||||
states := []eval.State{eval.Normal, eval.Alerting, eval.Pending}
|
||||
generateState := func(prefix string) *state.State {
|
||||
labels := models.GenerateAlertLabels(rand.Intn(5)+1, prefix+"-")
|
||||
return &state.State{
|
||||
CacheID: labels.Fingerprint(),
|
||||
Labels: labels,
|
||||
State: states[rand.Intn(len(states))],
|
||||
}
|
||||
}
|
||||
|
||||
randomResultCallback := func(now time.Time) (eval.Results, error) {
|
||||
return eval.GenerateResults(rand.Intn(5)+1, eval.ResultGen()), nil
|
||||
}
|
||||
@@ -189,84 +180,17 @@ func TestEvaluatorTest(t *testing.T) {
|
||||
createStateManager: func() stateManager {
|
||||
return manager
|
||||
},
|
||||
disableGrafanaFolder: false,
|
||||
featureToggles: featuremgmt.WithFeatures(),
|
||||
minInterval: 1 * time.Second,
|
||||
baseInterval: 1 * time.Second,
|
||||
jitterStrategy: schedule.JitterNever,
|
||||
maxEvaluations: 10000,
|
||||
}
|
||||
gen := models.RuleGen
|
||||
rule := gen.With(gen.WithInterval(time.Second)).GenerateRef()
|
||||
ruleInterval := time.Duration(rule.IntervalSeconds) * time.Second
|
||||
|
||||
t.Run("should return data frame in specific format", func(t *testing.T) {
|
||||
from := time.Unix(0, 0)
|
||||
to := from.Add(5 * ruleInterval)
|
||||
allStates := [...]eval.State{eval.Normal, eval.Alerting, eval.Pending, eval.NoData, eval.Error}
|
||||
|
||||
var states []state.StateTransition
|
||||
|
||||
for _, s := range allStates {
|
||||
labels := models.GenerateAlertLabels(rand.Intn(5)+1, s.String()+"-")
|
||||
states = append(states, state.StateTransition{
|
||||
State: &state.State{
|
||||
CacheID: labels.Fingerprint(),
|
||||
Labels: labels,
|
||||
State: s,
|
||||
StateReason: util.GenerateShortUID(),
|
||||
},
|
||||
})
|
||||
}
|
||||
|
||||
manager.stateCallback = func(now time.Time) []state.StateTransition {
|
||||
return states
|
||||
}
|
||||
|
||||
frame, err := engine.Test(context.Background(), nil, rule, from, to)
|
||||
|
||||
require.NoError(t, err)
|
||||
require.Len(t, frame.Fields, len(states)+1) // +1 - timestamp
|
||||
|
||||
t.Run("should contain field Time", func(t *testing.T) {
|
||||
timestampField, _ := frame.FieldByName("Time")
|
||||
require.NotNil(t, timestampField, "frame does not contain field 'Time'")
|
||||
require.Equal(t, data.FieldTypeTime, timestampField.Type())
|
||||
})
|
||||
|
||||
fieldByState := make(map[data.Fingerprint]*data.Field, len(states))
|
||||
|
||||
t.Run("should contain a field per state", func(t *testing.T) {
|
||||
for _, s := range states {
|
||||
var f *data.Field
|
||||
for _, field := range frame.Fields {
|
||||
if field.Labels.String() == s.Labels.String() {
|
||||
f = field
|
||||
break
|
||||
}
|
||||
}
|
||||
require.NotNilf(t, f, "Cannot find a field by state labels")
|
||||
fieldByState[s.CacheID] = f
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("should be populated with correct values", func(t *testing.T) {
|
||||
timestampField, _ := frame.FieldByName("Time")
|
||||
expectedLength := timestampField.Len()
|
||||
for _, field := range frame.Fields {
|
||||
require.Equalf(t, expectedLength, field.Len(), "Field %s should have the size %d", field.Name, expectedLength)
|
||||
}
|
||||
for i := 0; i < expectedLength; i++ {
|
||||
expectedTime := from.Add(time.Duration(int64(i)*rule.IntervalSeconds) * time.Second)
|
||||
require.Equal(t, expectedTime, timestampField.At(i).(time.Time))
|
||||
for _, s := range states {
|
||||
f := fieldByState[s.CacheID]
|
||||
if s.State.State == eval.NoData {
|
||||
require.Nil(t, f.At(i))
|
||||
} else {
|
||||
v := f.At(i).(*string)
|
||||
require.NotNilf(t, v, "Field [%s] value at index %d should not be nil", s.CacheID, i)
|
||||
require.Equal(t, fmt.Sprintf("%s (%s)", s.State.State, s.StateReason), *v)
|
||||
}
|
||||
}
|
||||
}
|
||||
})
|
||||
})
|
||||
|
||||
t.Run("should not fail if 'to-from' is not times of interval", func(t *testing.T) {
|
||||
from := time.Unix(0, 0)
|
||||
to := from.Add(5 * ruleInterval)
|
||||
@@ -287,84 +211,26 @@ func TestEvaluatorTest(t *testing.T) {
|
||||
return states
|
||||
}
|
||||
|
||||
frame, err := engine.Test(context.Background(), nil, rule, from, to)
|
||||
frame, err := engine.Test(context.Background(), nil, rule, from, to, "")
|
||||
require.NoError(t, err)
|
||||
expectedLen := frame.Rows()
|
||||
for i := 0; i < 100; i++ {
|
||||
jitter := time.Duration(rand.Int63n(ruleInterval.Milliseconds())) * time.Millisecond
|
||||
frame, err = engine.Test(context.Background(), nil, rule, from, to.Add(jitter))
|
||||
frame, err = engine.Test(context.Background(), nil, rule, from, to.Add(jitter), "")
|
||||
require.NoError(t, err)
|
||||
require.Equalf(t, expectedLen, frame.Rows(), "jitter %v caused result to be different that base-line", jitter)
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("should backfill field with nulls if a new dimension created in the middle", func(t *testing.T) {
|
||||
from := time.Unix(0, 0)
|
||||
|
||||
state1 := state.StateTransition{
|
||||
State: generateState("1"),
|
||||
}
|
||||
state2 := state.StateTransition{
|
||||
State: generateState("2"),
|
||||
}
|
||||
state3 := state.StateTransition{
|
||||
State: generateState("3"),
|
||||
}
|
||||
stateByTime := map[time.Time][]state.StateTransition{
|
||||
from: {state1, state2},
|
||||
from.Add(1 * ruleInterval): {state1, state2},
|
||||
from.Add(2 * ruleInterval): {state1, state2},
|
||||
from.Add(3 * ruleInterval): {state1, state2, state3},
|
||||
from.Add(4 * ruleInterval): {state1, state2, state3},
|
||||
}
|
||||
to := from.Add(time.Duration(len(stateByTime)) * ruleInterval)
|
||||
|
||||
manager.stateCallback = func(now time.Time) []state.StateTransition {
|
||||
return stateByTime[now]
|
||||
}
|
||||
|
||||
frame, err := engine.Test(context.Background(), nil, rule, from, to)
|
||||
require.NoError(t, err)
|
||||
|
||||
var field3 *data.Field
|
||||
for _, field := range frame.Fields {
|
||||
if field.Labels.String() == state3.Labels.String() {
|
||||
field3 = field
|
||||
break
|
||||
}
|
||||
}
|
||||
require.NotNilf(t, field3, "Result for state 3 was not found")
|
||||
require.Equalf(t, len(stateByTime), field3.Len(), "State3 result has unexpected number of values")
|
||||
|
||||
idx := 0
|
||||
for curTime, states := range stateByTime {
|
||||
value := field3.At(idx).(*string)
|
||||
if len(states) == 2 {
|
||||
require.Nilf(t, value, "The result should be nil if state3 was not available for time %v", curTime)
|
||||
}
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("should fail", func(t *testing.T) {
|
||||
manager.stateCallback = func(now time.Time) []state.StateTransition {
|
||||
return nil
|
||||
}
|
||||
|
||||
t.Run("when interval is not correct", func(t *testing.T) {
|
||||
from := time.Now()
|
||||
t.Run("when from=to", func(t *testing.T) {
|
||||
to := from
|
||||
_, err := engine.Test(context.Background(), nil, rule, from, to)
|
||||
require.ErrorIs(t, err, ErrInvalidInputData)
|
||||
})
|
||||
t.Run("when from > to", func(t *testing.T) {
|
||||
to := from.Add(-ruleInterval)
|
||||
_, err := engine.Test(context.Background(), nil, rule, from, to)
|
||||
require.ErrorIs(t, err, ErrInvalidInputData)
|
||||
})
|
||||
t.Run("when to-from < interval", func(t *testing.T) {
|
||||
to := from.Add(ruleInterval).Add(-time.Millisecond)
|
||||
_, err := engine.Test(context.Background(), nil, rule, from, to)
|
||||
_, err := engine.Test(context.Background(), nil, rule, from, to, "")
|
||||
require.ErrorIs(t, err, ErrInvalidInputData)
|
||||
})
|
||||
})
|
||||
@@ -376,7 +242,7 @@ func TestEvaluatorTest(t *testing.T) {
|
||||
}
|
||||
from := time.Now()
|
||||
to := from.Add(ruleInterval)
|
||||
_, err := engine.Test(context.Background(), nil, rule, from, to)
|
||||
_, err := engine.Test(context.Background(), nil, rule, from, to, "")
|
||||
require.ErrorIs(t, err, expectedError)
|
||||
})
|
||||
})
|
||||
@@ -404,10 +270,188 @@ func (f *fakeBacktestingEvaluator) Eval(_ context.Context, from time.Time, inter
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
err = callback(idx, now, results)
|
||||
c, err := callback(idx, now, results)
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
if !c {
|
||||
break
|
||||
}
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
func TestGetNextEvaluationTime(t *testing.T) {
|
||||
baseInterval := 10 * time.Second
|
||||
|
||||
testCases := []struct {
|
||||
name string
|
||||
ruleInterval int64
|
||||
currentTimestamp int64
|
||||
jitterOffset time.Duration
|
||||
expectError bool
|
||||
expectedNext int64
|
||||
}{
|
||||
{
|
||||
name: "interval not divisible by base interval",
|
||||
ruleInterval: 15,
|
||||
currentTimestamp: 0,
|
||||
jitterOffset: 0,
|
||||
expectError: true,
|
||||
},
|
||||
{
|
||||
name: "no jitter - from tick 0",
|
||||
ruleInterval: 20,
|
||||
currentTimestamp: 0,
|
||||
jitterOffset: 0,
|
||||
expectedNext: 0,
|
||||
},
|
||||
{
|
||||
name: "no jitter - from tick 1",
|
||||
ruleInterval: 20,
|
||||
currentTimestamp: 10,
|
||||
jitterOffset: 0,
|
||||
expectedNext: 20,
|
||||
},
|
||||
{
|
||||
name: "no jitter - from tick 2",
|
||||
ruleInterval: 20,
|
||||
currentTimestamp: 20,
|
||||
jitterOffset: 0,
|
||||
expectedNext: 20,
|
||||
},
|
||||
{
|
||||
name: "with 20s jitter - from tick 0",
|
||||
ruleInterval: 60,
|
||||
currentTimestamp: 0,
|
||||
jitterOffset: 20 * time.Second,
|
||||
expectedNext: 20,
|
||||
},
|
||||
{
|
||||
name: "with 20s jitter - from tick 2",
|
||||
ruleInterval: 60,
|
||||
currentTimestamp: 20,
|
||||
jitterOffset: 20 * time.Second,
|
||||
expectedNext: 20,
|
||||
},
|
||||
{
|
||||
name: "with 20s jitter - from tick 3",
|
||||
ruleInterval: 60,
|
||||
currentTimestamp: 30,
|
||||
jitterOffset: 20 * time.Second,
|
||||
expectedNext: 80,
|
||||
},
|
||||
}
|
||||
|
||||
for _, tc := range testCases {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
rule := &models.AlertRule{IntervalSeconds: tc.ruleInterval}
|
||||
currentTime := time.Unix(tc.currentTimestamp, 0)
|
||||
result, err := getNextEvaluationTime(currentTime, rule, baseInterval, tc.jitterOffset)
|
||||
|
||||
if tc.expectError {
|
||||
require.Error(t, err)
|
||||
require.Contains(t, err.Error(), "is not divisible by base interval")
|
||||
return
|
||||
}
|
||||
|
||||
require.NoError(t, err)
|
||||
require.Equal(t, tc.expectedNext, result.Unix())
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestGetFirstEvaluationTime(t *testing.T) {
|
||||
baseInterval := 10 * time.Second
|
||||
|
||||
testCases := []struct {
|
||||
name string
|
||||
ruleInterval int64
|
||||
fromUnix int64
|
||||
jitterOffset time.Duration
|
||||
expectError bool
|
||||
expectedUnix int64
|
||||
}{
|
||||
{
|
||||
name: "interval not divisible by base interval",
|
||||
ruleInterval: 15,
|
||||
fromUnix: 0,
|
||||
jitterOffset: 0,
|
||||
expectError: true,
|
||||
},
|
||||
{
|
||||
name: "no jitter - from at tick 0",
|
||||
ruleInterval: 20,
|
||||
fromUnix: 0,
|
||||
jitterOffset: 0,
|
||||
expectedUnix: 0,
|
||||
},
|
||||
{
|
||||
name: "no jitter - from at tick 1",
|
||||
ruleInterval: 20,
|
||||
fromUnix: 10,
|
||||
jitterOffset: 0,
|
||||
expectedUnix: 20,
|
||||
},
|
||||
{
|
||||
name: "no jitter - from before first tick",
|
||||
ruleInterval: 20,
|
||||
fromUnix: 5,
|
||||
jitterOffset: 0,
|
||||
expectedUnix: 20,
|
||||
},
|
||||
{
|
||||
name: "no jitter - from after first aligned tick",
|
||||
ruleInterval: 20,
|
||||
fromUnix: 25,
|
||||
jitterOffset: 0,
|
||||
expectedUnix: 40,
|
||||
},
|
||||
{
|
||||
name: "no jitter - from at tick boundary",
|
||||
ruleInterval: 10,
|
||||
fromUnix: 10,
|
||||
jitterOffset: 0,
|
||||
expectedUnix: 10,
|
||||
},
|
||||
{
|
||||
name: "with 20s jitter - from epoch",
|
||||
ruleInterval: 60,
|
||||
fromUnix: 0,
|
||||
jitterOffset: 20 * time.Second,
|
||||
expectedUnix: 20,
|
||||
},
|
||||
{
|
||||
name: "with 20s jitter - from 70s",
|
||||
ruleInterval: 60,
|
||||
fromUnix: 70,
|
||||
jitterOffset: 20 * time.Second,
|
||||
expectedUnix: 80,
|
||||
},
|
||||
{
|
||||
name: "with 50s jitter - from 25s",
|
||||
ruleInterval: 60,
|
||||
fromUnix: 25,
|
||||
jitterOffset: 50 * time.Second,
|
||||
expectedUnix: 50,
|
||||
},
|
||||
}
|
||||
|
||||
for _, tc := range testCases {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
rule := &models.AlertRule{IntervalSeconds: tc.ruleInterval}
|
||||
from := time.Unix(tc.fromUnix, 0)
|
||||
result, err := getFirstEvaluationTime(from, rule, baseInterval, tc.jitterOffset)
|
||||
|
||||
if tc.expectError {
|
||||
require.Error(t, err)
|
||||
require.Contains(t, err.Error(), "is not divisible by base interval")
|
||||
return
|
||||
}
|
||||
|
||||
require.NoError(t, err)
|
||||
require.Equal(t, tc.expectedUnix, result.Unix())
|
||||
require.GreaterOrEqual(t, result.Unix(), from.Unix(), "first eval should be at or after from")
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user