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:
Yuri Tseretyan
2025-12-26 16:55:57 -05:00
committed by GitHub
parent e38f007d30
commit fa1e6cce5e
25 changed files with 964 additions and 339 deletions
+191 -147
View File
@@ -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")
})
}
}