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// Copyright 2013 The Prometheus Authors
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// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
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package rules
import (
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"context"
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"fmt"
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"math"
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"os"
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"sort"
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"testing"
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"time"
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"github.com/go-kit/log"
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"github.com/prometheus/client_golang/prometheus"
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"github.com/prometheus/common/model"
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"github.com/stretchr/testify/require"
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"go.uber.org/atomic"
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"go.uber.org/goleak"
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"gopkg.in/yaml.v2"
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"github.com/prometheus/prometheus/model/labels"
"github.com/prometheus/prometheus/model/rulefmt"
"github.com/prometheus/prometheus/model/timestamp"
"github.com/prometheus/prometheus/model/value"
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"github.com/prometheus/prometheus/promql"
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"github.com/prometheus/prometheus/promql/parser"
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"github.com/prometheus/prometheus/storage"
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"github.com/prometheus/prometheus/tsdb/chunkenc"
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"github.com/prometheus/prometheus/tsdb/tsdbutil"
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"github.com/prometheus/prometheus/util/teststorage"
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)
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func TestMain ( m * testing . M ) {
goleak . VerifyTestMain ( m )
}
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func TestAlertingRule ( t * testing . T ) {
suite , err := promql . NewTest ( t , `
load 5 m
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http_requests { job = "app-server" , instance = "0" , group = "canary" , severity = "overwrite-me" } 75 85 95 105 105 95 85
http_requests { job = "app-server" , instance = "1" , group = "canary" , severity = "overwrite-me" } 80 90 100 110 120 130 140
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` )
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require . NoError ( t , err )
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defer suite . Close ( )
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err = suite . Run ( )
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require . NoError ( t , err )
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expr , err := parser . ParseExpr ( ` http_requests { group="canary", job="app-server"} < 100 ` )
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require . NoError ( t , err )
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rule := NewAlertingRule (
"HTTPRequestRateLow" ,
expr ,
time . Minute ,
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0 ,
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labels . FromStrings ( "severity" , "{{\"c\"}}ritical" ) ,
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labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ,
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)
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result := promql . Vector {
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promql . Sample {
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Metric : labels . FromStrings (
"__name__" , "ALERTS" ,
"alertname" , "HTTPRequestRateLow" ,
"alertstate" , "pending" ,
"group" , "canary" ,
"instance" , "0" ,
"job" , "app-server" ,
"severity" , "critical" ,
) ,
Point : promql . Point { V : 1 } ,
} ,
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promql . Sample {
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Metric : labels . FromStrings (
"__name__" , "ALERTS" ,
"alertname" , "HTTPRequestRateLow" ,
"alertstate" , "pending" ,
"group" , "canary" ,
"instance" , "1" ,
"job" , "app-server" ,
"severity" , "critical" ,
) ,
Point : promql . Point { V : 1 } ,
} ,
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promql . Sample {
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Metric : labels . FromStrings (
"__name__" , "ALERTS" ,
"alertname" , "HTTPRequestRateLow" ,
"alertstate" , "firing" ,
"group" , "canary" ,
"instance" , "0" ,
"job" , "app-server" ,
"severity" , "critical" ,
) ,
Point : promql . Point { V : 1 } ,
} ,
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promql . Sample {
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Metric : labels . FromStrings (
"__name__" , "ALERTS" ,
"alertname" , "HTTPRequestRateLow" ,
"alertstate" , "firing" ,
"group" , "canary" ,
"instance" , "1" ,
"job" , "app-server" ,
"severity" , "critical" ,
) ,
Point : promql . Point { V : 1 } ,
} ,
}
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baseTime := time . Unix ( 0 , 0 )
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tests := [ ] struct {
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time time . Duration
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result promql . Vector
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} {
{
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time : 0 ,
result : result [ : 2 ] ,
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} ,
{
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time : 5 * time . Minute ,
result : result [ 2 : ] ,
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} ,
{
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time : 10 * time . Minute ,
result : result [ 2 : 3 ] ,
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} ,
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{
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time : 15 * time . Minute ,
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result : nil ,
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} ,
{
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time : 20 * time . Minute ,
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result : nil ,
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} ,
{
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time : 25 * time . Minute ,
result : result [ : 1 ] ,
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} ,
{
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time : 30 * time . Minute ,
result : result [ 2 : 3 ] ,
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} ,
}
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for i , test := range tests {
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t . Logf ( "case %d" , i )
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evalTime := baseTime . Add ( test . time )
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res , err := rule . Eval ( suite . Context ( ) , evalTime , EngineQueryFunc ( suite . QueryEngine ( ) , suite . Storage ( ) ) , nil , 0 )
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require . NoError ( t , err )
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var filteredRes promql . Vector // After removing 'ALERTS_FOR_STATE' samples.
for _ , smpl := range res {
smplName := smpl . Metric . Get ( "__name__" )
if smplName == "ALERTS" {
filteredRes = append ( filteredRes , smpl )
} else {
// If not 'ALERTS', it has to be 'ALERTS_FOR_STATE'.
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require . Equal ( t , smplName , "ALERTS_FOR_STATE" )
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}
}
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for i := range test . result {
test . result [ i ] . T = timestamp . FromTime ( evalTime )
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}
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require . Equal ( t , len ( test . result ) , len ( filteredRes ) , "%d. Number of samples in expected and actual output don't match (%d vs. %d)" , i , len ( test . result ) , len ( res ) )
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sort . Slice ( filteredRes , func ( i , j int ) bool {
return labels . Compare ( filteredRes [ i ] . Metric , filteredRes [ j ] . Metric ) < 0
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} )
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require . Equal ( t , test . result , filteredRes )
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for _ , aa := range rule . ActiveAlerts ( ) {
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require . Zero ( t , aa . Labels . Get ( model . MetricNameLabel ) , "%s label set on active alert: %s" , model . MetricNameLabel , aa . Labels )
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}
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}
}
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func TestForStateAddSamples ( t * testing . T ) {
suite , err := promql . NewTest ( t , `
load 5 m
http_requests { job = "app-server" , instance = "0" , group = "canary" , severity = "overwrite-me" } 75 85 95 105 105 95 85
http_requests { job = "app-server" , instance = "1" , group = "canary" , severity = "overwrite-me" } 80 90 100 110 120 130 140
` )
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require . NoError ( t , err )
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defer suite . Close ( )
err = suite . Run ( )
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require . NoError ( t , err )
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expr , err := parser . ParseExpr ( ` http_requests { group="canary", job="app-server"} < 100 ` )
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require . NoError ( t , err )
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rule := NewAlertingRule (
"HTTPRequestRateLow" ,
expr ,
time . Minute ,
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0 ,
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labels . FromStrings ( "severity" , "{{\"c\"}}ritical" ) ,
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labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ,
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)
result := promql . Vector {
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promql . Sample {
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Metric : labels . FromStrings (
"__name__" , "ALERTS_FOR_STATE" ,
"alertname" , "HTTPRequestRateLow" ,
"group" , "canary" ,
"instance" , "0" ,
"job" , "app-server" ,
"severity" , "critical" ,
) ,
Point : promql . Point { V : 1 } ,
} ,
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promql . Sample {
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Metric : labels . FromStrings (
"__name__" , "ALERTS_FOR_STATE" ,
"alertname" , "HTTPRequestRateLow" ,
"group" , "canary" ,
"instance" , "1" ,
"job" , "app-server" ,
"severity" , "critical" ,
) ,
Point : promql . Point { V : 1 } ,
} ,
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promql . Sample {
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Metric : labels . FromStrings (
"__name__" , "ALERTS_FOR_STATE" ,
"alertname" , "HTTPRequestRateLow" ,
"group" , "canary" ,
"instance" , "0" ,
"job" , "app-server" ,
"severity" , "critical" ,
) ,
Point : promql . Point { V : 1 } ,
} ,
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promql . Sample {
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Metric : labels . FromStrings (
"__name__" , "ALERTS_FOR_STATE" ,
"alertname" , "HTTPRequestRateLow" ,
"group" , "canary" ,
"instance" , "1" ,
"job" , "app-server" ,
"severity" , "critical" ,
) ,
Point : promql . Point { V : 1 } ,
} ,
}
baseTime := time . Unix ( 0 , 0 )
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tests := [ ] struct {
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time time . Duration
result promql . Vector
persistThisTime bool // If true, it means this 'time' is persisted for 'for'.
} {
{
time : 0 ,
result : append ( promql . Vector { } , result [ : 2 ] ... ) ,
persistThisTime : true ,
} ,
{
time : 5 * time . Minute ,
result : append ( promql . Vector { } , result [ 2 : ] ... ) ,
} ,
{
time : 10 * time . Minute ,
result : append ( promql . Vector { } , result [ 2 : 3 ] ... ) ,
} ,
{
time : 15 * time . Minute ,
result : nil ,
} ,
{
time : 20 * time . Minute ,
result : nil ,
} ,
{
time : 25 * time . Minute ,
result : append ( promql . Vector { } , result [ : 1 ] ... ) ,
persistThisTime : true ,
} ,
{
time : 30 * time . Minute ,
result : append ( promql . Vector { } , result [ 2 : 3 ] ... ) ,
} ,
}
var forState float64
for i , test := range tests {
t . Logf ( "case %d" , i )
evalTime := baseTime . Add ( test . time )
if test . persistThisTime {
forState = float64 ( evalTime . Unix ( ) )
}
if test . result == nil {
forState = float64 ( value . StaleNaN )
}
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res , err := rule . Eval ( suite . Context ( ) , evalTime , EngineQueryFunc ( suite . QueryEngine ( ) , suite . Storage ( ) ) , nil , 0 )
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require . NoError ( t , err )
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var filteredRes promql . Vector // After removing 'ALERTS' samples.
for _ , smpl := range res {
smplName := smpl . Metric . Get ( "__name__" )
if smplName == "ALERTS_FOR_STATE" {
filteredRes = append ( filteredRes , smpl )
} else {
// If not 'ALERTS_FOR_STATE', it has to be 'ALERTS'.
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require . Equal ( t , smplName , "ALERTS" )
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}
}
for i := range test . result {
test . result [ i ] . T = timestamp . FromTime ( evalTime )
// Updating the expected 'for' state.
if test . result [ i ] . V >= 0 {
test . result [ i ] . V = forState
}
}
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require . Equal ( t , len ( test . result ) , len ( filteredRes ) , "%d. Number of samples in expected and actual output don't match (%d vs. %d)" , i , len ( test . result ) , len ( res ) )
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sort . Slice ( filteredRes , func ( i , j int ) bool {
return labels . Compare ( filteredRes [ i ] . Metric , filteredRes [ j ] . Metric ) < 0
} )
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require . Equal ( t , test . result , filteredRes )
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for _ , aa := range rule . ActiveAlerts ( ) {
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require . Zero ( t , aa . Labels . Get ( model . MetricNameLabel ) , "%s label set on active alert: %s" , model . MetricNameLabel , aa . Labels )
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}
}
}
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// sortAlerts sorts `[]*Alert` w.r.t. the Labels.
func sortAlerts ( items [ ] * Alert ) {
sort . Slice ( items , func ( i , j int ) bool {
return labels . Compare ( items [ i ] . Labels , items [ j ] . Labels ) <= 0
} )
}
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func TestForStateRestore ( t * testing . T ) {
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suite , err := promql . NewTest ( t , `
load 5 m
http_requests { job = "app-server" , instance = "0" , group = "canary" , severity = "overwrite-me" } 75 85 50 0 0 25 0 0 40 0 120
http_requests { job = "app-server" , instance = "1" , group = "canary" , severity = "overwrite-me" } 125 90 60 0 0 25 0 0 40 0 130
` )
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require . NoError ( t , err )
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defer suite . Close ( )
err = suite . Run ( )
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require . NoError ( t , err )
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expr , err := parser . ParseExpr ( ` http_requests { group="canary", job="app-server"} < 100 ` )
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require . NoError ( t , err )
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opts := & ManagerOptions {
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QueryFunc : EngineQueryFunc ( suite . QueryEngine ( ) , suite . Storage ( ) ) ,
Appendable : suite . Storage ( ) ,
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Queryable : suite . Storage ( ) ,
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Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
NotifyFunc : func ( ctx context . Context , expr string , alerts ... * Alert ) { } ,
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OutageTolerance : 30 * time . Minute ,
ForGracePeriod : 10 * time . Minute ,
}
alertForDuration := 25 * time . Minute
// Initial run before prometheus goes down.
rule := NewAlertingRule (
"HTTPRequestRateLow" ,
expr ,
alertForDuration ,
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0 ,
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labels . FromStrings ( "severity" , "critical" ) ,
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labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ,
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)
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group := NewGroup ( GroupOptions {
Name : "default" ,
Interval : time . Second ,
Rules : [ ] Rule { rule } ,
ShouldRestore : true ,
Opts : opts ,
} )
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groups := make ( map [ string ] * Group )
groups [ "default;" ] = group
initialRuns := [ ] time . Duration { 0 , 5 * time . Minute }
baseTime := time . Unix ( 0 , 0 )
for _ , duration := range initialRuns {
evalTime := baseTime . Add ( duration )
group . Eval ( suite . Context ( ) , evalTime )
}
exp := rule . ActiveAlerts ( )
for _ , aa := range exp {
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require . Zero ( t , aa . Labels . Get ( model . MetricNameLabel ) , "%s label set on active alert: %s" , model . MetricNameLabel , aa . Labels )
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}
sort . Slice ( exp , func ( i , j int ) bool {
return labels . Compare ( exp [ i ] . Labels , exp [ j ] . Labels ) < 0
} )
// Prometheus goes down here. We create new rules and groups.
type testInput struct {
restoreDuration time . Duration
alerts [ ] * Alert
num int
noRestore bool
gracePeriod bool
downDuration time . Duration
}
tests := [ ] testInput {
{
// Normal restore (alerts were not firing).
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restoreDuration : 15 * time . Minute ,
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alerts : rule . ActiveAlerts ( ) ,
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downDuration : 10 * time . Minute ,
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} ,
{
// Testing Outage Tolerance.
restoreDuration : 40 * time . Minute ,
noRestore : true ,
num : 2 ,
} ,
{
// No active alerts.
restoreDuration : 50 * time . Minute ,
alerts : [ ] * Alert { } ,
} ,
}
testFunc := func ( tst testInput ) {
newRule := NewAlertingRule (
"HTTPRequestRateLow" ,
expr ,
alertForDuration ,
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0 ,
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labels . FromStrings ( "severity" , "critical" ) ,
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labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , false , nil ,
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)
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newGroup := NewGroup ( GroupOptions {
Name : "default" ,
Interval : time . Second ,
Rules : [ ] Rule { newRule } ,
ShouldRestore : true ,
Opts : opts ,
} )
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newGroups := make ( map [ string ] * Group )
newGroups [ "default;" ] = newGroup
restoreTime := baseTime . Add ( tst . restoreDuration )
// First eval before restoration.
newGroup . Eval ( suite . Context ( ) , restoreTime )
// Restore happens here.
newGroup . RestoreForState ( restoreTime )
got := newRule . ActiveAlerts ( )
for _ , aa := range got {
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require . Zero ( t , aa . Labels . Get ( model . MetricNameLabel ) , "%s label set on active alert: %s" , model . MetricNameLabel , aa . Labels )
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}
sort . Slice ( got , func ( i , j int ) bool {
return labels . Compare ( got [ i ] . Labels , got [ j ] . Labels ) < 0
} )
// Checking if we have restored it correctly.
if tst . noRestore {
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require . Equal ( t , tst . num , len ( got ) )
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for _ , e := range got {
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require . Equal ( t , e . ActiveAt , restoreTime )
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}
} else if tst . gracePeriod {
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require . Equal ( t , tst . num , len ( got ) )
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for _ , e := range got {
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require . Equal ( t , opts . ForGracePeriod , e . ActiveAt . Add ( alertForDuration ) . Sub ( restoreTime ) )
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}
} else {
exp := tst . alerts
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require . Equal ( t , len ( exp ) , len ( got ) )
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sortAlerts ( exp )
sortAlerts ( got )
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for i , e := range exp {
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require . Equal ( t , e . Labels , got [ i ] . Labels )
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// Difference in time should be within 1e6 ns, i.e. 1ms
// (due to conversion between ns & ms, float64 & int64).
activeAtDiff := float64 ( e . ActiveAt . Unix ( ) + int64 ( tst . downDuration / time . Second ) - got [ i ] . ActiveAt . Unix ( ) )
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require . Equal ( t , 0.0 , math . Abs ( activeAtDiff ) , "'for' state restored time is wrong" )
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}
}
}
for _ , tst := range tests {
testFunc ( tst )
}
// Testing the grace period.
for _ , duration := range [ ] time . Duration { 10 * time . Minute , 15 * time . Minute , 20 * time . Minute } {
evalTime := baseTime . Add ( duration )
group . Eval ( suite . Context ( ) , evalTime )
}
testFunc ( testInput {
restoreDuration : 25 * time . Minute ,
alerts : [ ] * Alert { } ,
gracePeriod : true ,
num : 2 ,
} )
}
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func TestStaleness ( t * testing . T ) {
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st := teststorage . New ( t )
defer st . Close ( )
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engineOpts := promql . EngineOpts {
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Logger : nil ,
Reg : nil ,
MaxSamples : 10 ,
Timeout : 10 * time . Second ,
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}
engine := promql . NewEngine ( engineOpts )
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opts := & ManagerOptions {
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QueryFunc : EngineQueryFunc ( engine , st ) ,
Appendable : st ,
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Queryable : st ,
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Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
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}
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expr , err := parser . ParseExpr ( "a + 1" )
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require . NoError ( t , err )
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rule := NewRecordingRule ( "a_plus_one" , expr , labels . Labels { } )
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group := NewGroup ( GroupOptions {
Name : "default" ,
Interval : time . Second ,
Rules : [ ] Rule { rule } ,
ShouldRestore : true ,
Opts : opts ,
} )
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// A time series that has two samples and then goes stale.
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app := st . Appender ( context . Background ( ) )
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app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 0 , 1 )
app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 1000 , 2 )
app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 2000 , math . Float64frombits ( value . StaleNaN ) )
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err = app . Commit ( )
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require . NoError ( t , err )
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ctx := context . Background ( )
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// Execute 3 times, 1 second apart.
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group . Eval ( ctx , time . Unix ( 0 , 0 ) )
group . Eval ( ctx , time . Unix ( 1 , 0 ) )
group . Eval ( ctx , time . Unix ( 2 , 0 ) )
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querier , err := st . Querier ( context . Background ( ) , 0 , 2000 )
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require . NoError ( t , err )
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defer querier . Close ( )
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matcher , err := labels . NewMatcher ( labels . MatchEqual , model . MetricNameLabel , "a_plus_one" )
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require . NoError ( t , err )
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set := querier . Select ( false , nil , matcher )
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samples , err := readSeriesSet ( set )
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require . NoError ( t , err )
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metric := labels . FromStrings ( model . MetricNameLabel , "a_plus_one" ) . String ( )
metricSample , ok := samples [ metric ]
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require . True ( t , ok , "Series %s not returned." , metric )
require . True ( t , value . IsStaleNaN ( metricSample [ 2 ] . V ) , "Appended second sample not as expected. Wanted: stale NaN Got: %x" , math . Float64bits ( metricSample [ 2 ] . V ) )
metricSample [ 2 ] . V = 42 // require.Equal cannot handle NaN.
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want := map [ string ] [ ] promql . Point {
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metric : { { T : 0 , V : 2 } , { T : 1000 , V : 3 } , { T : 2000 , V : 42 } } ,
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}
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require . Equal ( t , want , samples )
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}
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// Convert a SeriesSet into a form usable with require.Equal.
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func readSeriesSet ( ss storage . SeriesSet ) ( map [ string ] [ ] promql . Point , error ) {
result := map [ string ] [ ] promql . Point { }
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var it chunkenc . Iterator
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for ss . Next ( ) {
series := ss . At ( )
points := [ ] promql . Point { }
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it := series . Iterator ( it )
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for it . Next ( ) == chunkenc . ValFloat {
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t , v := it . At ( )
points = append ( points , promql . Point { T : t , V : v } )
}
name := series . Labels ( ) . String ( )
result [ name ] = points
}
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return result , ss . Err ( )
}
func TestCopyState ( t * testing . T ) {
oldGroup := & Group {
rules : [ ] Rule {
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NewAlertingRule ( "alert" , nil , 0 , 0 , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ) ,
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NewRecordingRule ( "rule1" , nil , labels . EmptyLabels ( ) ) ,
NewRecordingRule ( "rule2" , nil , labels . EmptyLabels ( ) ) ,
NewRecordingRule ( "rule3" , nil , labels . FromStrings ( "l1" , "v1" ) ) ,
NewRecordingRule ( "rule3" , nil , labels . FromStrings ( "l1" , "v2" ) ) ,
NewRecordingRule ( "rule3" , nil , labels . FromStrings ( "l1" , "v3" ) ) ,
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NewAlertingRule ( "alert2" , nil , 0 , 0 , labels . FromStrings ( "l2" , "v1" ) , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ) ,
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} ,
seriesInPreviousEval : [ ] map [ string ] labels . Labels {
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{ } ,
{ } ,
{ } ,
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{ "r3a" : labels . FromStrings ( "l1" , "v1" ) } ,
{ "r3b" : labels . FromStrings ( "l1" , "v2" ) } ,
{ "r3c" : labels . FromStrings ( "l1" , "v3" ) } ,
{ "a2" : labels . FromStrings ( "l2" , "v1" ) } ,
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} ,
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evaluationTime : time . Second ,
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}
oldGroup . rules [ 0 ] . ( * AlertingRule ) . active [ 42 ] = nil
newGroup := & Group {
rules : [ ] Rule {
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NewRecordingRule ( "rule3" , nil , labels . FromStrings ( "l1" , "v0" ) ) ,
NewRecordingRule ( "rule3" , nil , labels . FromStrings ( "l1" , "v1" ) ) ,
NewRecordingRule ( "rule3" , nil , labels . FromStrings ( "l1" , "v2" ) ) ,
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NewAlertingRule ( "alert" , nil , 0 , 0 , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ) ,
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NewRecordingRule ( "rule1" , nil , labels . EmptyLabels ( ) ) ,
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NewAlertingRule ( "alert2" , nil , 0 , 0 , labels . FromStrings ( "l2" , "v0" ) , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ) ,
NewAlertingRule ( "alert2" , nil , 0 , 0 , labels . FromStrings ( "l2" , "v1" ) , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ) ,
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NewRecordingRule ( "rule4" , nil , labels . EmptyLabels ( ) ) ,
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} ,
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seriesInPreviousEval : make ( [ ] map [ string ] labels . Labels , 8 ) ,
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}
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newGroup . CopyState ( oldGroup )
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want := [ ] map [ string ] labels . Labels {
nil ,
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{ "r3a" : labels . FromStrings ( "l1" , "v1" ) } ,
{ "r3b" : labels . FromStrings ( "l1" , "v2" ) } ,
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{ } ,
{ } ,
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nil ,
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{ "a2" : labels . FromStrings ( "l2" , "v1" ) } ,
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nil ,
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}
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require . Equal ( t , want , newGroup . seriesInPreviousEval )
require . Equal ( t , oldGroup . rules [ 0 ] , newGroup . rules [ 3 ] )
require . Equal ( t , oldGroup . evaluationTime , newGroup . evaluationTime )
require . Equal ( t , oldGroup . lastEvaluation , newGroup . lastEvaluation )
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require . Equal ( t , [ ] labels . Labels { labels . FromStrings ( "l1" , "v3" ) } , newGroup . staleSeries )
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}
func TestDeletedRuleMarkedStale ( t * testing . T ) {
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st := teststorage . New ( t )
defer st . Close ( )
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oldGroup := & Group {
rules : [ ] Rule {
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NewRecordingRule ( "rule1" , nil , labels . FromStrings ( "l1" , "v1" ) ) ,
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} ,
seriesInPreviousEval : [ ] map [ string ] labels . Labels {
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{ "r1" : labels . FromStrings ( "l1" , "v1" ) } ,
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} ,
}
newGroup := & Group {
rules : [ ] Rule { } ,
seriesInPreviousEval : [ ] map [ string ] labels . Labels { } ,
opts : & ManagerOptions {
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Appendable : st ,
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} ,
}
newGroup . CopyState ( oldGroup )
newGroup . Eval ( context . Background ( ) , time . Unix ( 0 , 0 ) )
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querier , err := st . Querier ( context . Background ( ) , 0 , 2000 )
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require . NoError ( t , err )
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defer querier . Close ( )
matcher , err := labels . NewMatcher ( labels . MatchEqual , "l1" , "v1" )
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require . NoError ( t , err )
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set := querier . Select ( false , nil , matcher )
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samples , err := readSeriesSet ( set )
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require . NoError ( t , err )
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metric := labels . FromStrings ( "l1" , "v1" ) . String ( )
metricSample , ok := samples [ metric ]
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require . True ( t , ok , "Series %s not returned." , metric )
require . True ( t , value . IsStaleNaN ( metricSample [ 0 ] . V ) , "Appended sample not as expected. Wanted: stale NaN Got: %x" , math . Float64bits ( metricSample [ 0 ] . V ) )
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}
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func TestUpdate ( t * testing . T ) {
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files := [ ] string { "fixtures/rules.yaml" }
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expected := map [ string ] labels . Labels {
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"test" : labels . FromStrings ( "name" , "value" ) ,
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}
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st := teststorage . New ( t )
defer st . Close ( )
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opts := promql . EngineOpts {
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Logger : nil ,
Reg : nil ,
MaxSamples : 10 ,
Timeout : 10 * time . Second ,
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}
engine := promql . NewEngine ( opts )
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ruleManager := NewManager ( & ManagerOptions {
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Appendable : st ,
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Queryable : st ,
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QueryFunc : EngineQueryFunc ( engine , st ) ,
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Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
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} )
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ruleManager . start ( )
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defer ruleManager . Stop ( )
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err := ruleManager . Update ( 10 * time . Second , files , labels . EmptyLabels ( ) , "" , nil )
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require . NoError ( t , err )
require . Greater ( t , len ( ruleManager . groups ) , 0 , "expected non-empty rule groups" )
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ogs := map [ string ] * Group { }
for h , g := range ruleManager . groups {
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g . seriesInPreviousEval = [ ] map [ string ] labels . Labels {
expected ,
}
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ogs [ h ] = g
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}
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err = ruleManager . Update ( 10 * time . Second , files , labels . EmptyLabels ( ) , "" , nil )
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require . NoError ( t , err )
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for h , g := range ruleManager . groups {
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for _ , actual := range g . seriesInPreviousEval {
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require . Equal ( t , expected , actual )
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}
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// Groups are the same because of no updates.
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require . Equal ( t , ogs [ h ] , g )
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}
// Groups will be recreated if updated.
rgs , errs := rulefmt . ParseFile ( "fixtures/rules.yaml" )
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require . Equal ( t , 0 , len ( errs ) , "file parsing failures" )
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tmpFile , err := os . CreateTemp ( "" , "rules.test.*.yaml" )
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require . NoError ( t , err )
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defer os . Remove ( tmpFile . Name ( ) )
defer tmpFile . Close ( )
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err = ruleManager . Update ( 10 * time . Second , [ ] string { tmpFile . Name ( ) } , labels . EmptyLabels ( ) , "" , nil )
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require . NoError ( t , err )
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for h , g := range ruleManager . groups {
ogs [ h ] = g
}
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// Update interval and reload.
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for i , g := range rgs . Groups {
if g . Interval != 0 {
rgs . Groups [ i ] . Interval = g . Interval * 2
} else {
rgs . Groups [ i ] . Interval = model . Duration ( 10 )
}
}
reloadAndValidate ( rgs , t , tmpFile , ruleManager , expected , ogs )
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// Update limit and reload.
for i := range rgs . Groups {
rgs . Groups [ i ] . Limit = 1
}
reloadAndValidate ( rgs , t , tmpFile , ruleManager , expected , ogs )
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// Change group rules and reload.
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for i , g := range rgs . Groups {
for j , r := range g . Rules {
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rgs . Groups [ i ] . Rules [ j ] . Expr . SetString ( fmt . Sprintf ( "%s * 0" , r . Expr . Value ) )
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}
}
reloadAndValidate ( rgs , t , tmpFile , ruleManager , expected , ogs )
}
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// ruleGroupsTest for running tests over rules.
type ruleGroupsTest struct {
Groups [ ] ruleGroupTest ` yaml:"groups" `
}
// ruleGroupTest forms a testing struct for running tests over rules.
type ruleGroupTest struct {
Name string ` yaml:"name" `
Interval model . Duration ` yaml:"interval,omitempty" `
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Limit int ` yaml:"limit,omitempty" `
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Rules [ ] rulefmt . Rule ` yaml:"rules" `
}
func formatRules ( r * rulefmt . RuleGroups ) ruleGroupsTest {
grps := r . Groups
tmp := [ ] ruleGroupTest { }
for _ , g := range grps {
rtmp := [ ] rulefmt . Rule { }
for _ , r := range g . Rules {
rtmp = append ( rtmp , rulefmt . Rule {
Record : r . Record . Value ,
Alert : r . Alert . Value ,
Expr : r . Expr . Value ,
For : r . For ,
Labels : r . Labels ,
Annotations : r . Annotations ,
} )
}
tmp = append ( tmp , ruleGroupTest {
Name : g . Name ,
Interval : g . Interval ,
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Limit : g . Limit ,
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Rules : rtmp ,
} )
}
return ruleGroupsTest {
Groups : tmp ,
}
}
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func reloadAndValidate ( rgs * rulefmt . RuleGroups , t * testing . T , tmpFile * os . File , ruleManager * Manager , expected map [ string ] labels . Labels , ogs map [ string ] * Group ) {
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bs , err := yaml . Marshal ( formatRules ( rgs ) )
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require . NoError ( t , err )
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tmpFile . Seek ( 0 , 0 )
_ , err = tmpFile . Write ( bs )
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require . NoError ( t , err )
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err = ruleManager . Update ( 10 * time . Second , [ ] string { tmpFile . Name ( ) } , labels . EmptyLabels ( ) , "" , nil )
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require . NoError ( t , err )
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for h , g := range ruleManager . groups {
if ogs [ h ] == g {
t . Fail ( )
}
ogs [ h ] = g
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}
}
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func TestNotify ( t * testing . T ) {
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storage := teststorage . New ( t )
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defer storage . Close ( )
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engineOpts := promql . EngineOpts {
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Logger : nil ,
Reg : nil ,
MaxSamples : 10 ,
Timeout : 10 * time . Second ,
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}
engine := promql . NewEngine ( engineOpts )
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var lastNotified [ ] * Alert
notifyFunc := func ( ctx context . Context , expr string , alerts ... * Alert ) {
lastNotified = alerts
}
opts := & ManagerOptions {
QueryFunc : EngineQueryFunc ( engine , storage ) ,
Appendable : storage ,
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Queryable : storage ,
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Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
NotifyFunc : notifyFunc ,
ResendDelay : 2 * time . Second ,
}
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expr , err := parser . ParseExpr ( "a > 1" )
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require . NoError ( t , err )
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rule := NewAlertingRule ( "aTooHigh" , expr , 0 , 0 , labels . Labels { } , labels . Labels { } , labels . EmptyLabels ( ) , "" , true , log . NewNopLogger ( ) )
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group := NewGroup ( GroupOptions {
Name : "alert" ,
Interval : time . Second ,
Rules : [ ] Rule { rule } ,
ShouldRestore : true ,
Opts : opts ,
} )
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app := storage . Appender ( context . Background ( ) )
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app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 1000 , 2 )
app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 2000 , 3 )
app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 5000 , 3 )
app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 6000 , 0 )
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err = app . Commit ( )
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require . NoError ( t , err )
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ctx := context . Background ( )
// Alert sent right away
group . Eval ( ctx , time . Unix ( 1 , 0 ) )
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require . Equal ( t , 1 , len ( lastNotified ) )
require . NotZero ( t , lastNotified [ 0 ] . ValidUntil , "ValidUntil should not be zero" )
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// Alert is not sent 1s later
group . Eval ( ctx , time . Unix ( 2 , 0 ) )
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require . Equal ( t , 0 , len ( lastNotified ) )
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// Alert is resent at t=5s
group . Eval ( ctx , time . Unix ( 5 , 0 ) )
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require . Equal ( t , 1 , len ( lastNotified ) )
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// Resolution alert sent right away
group . Eval ( ctx , time . Unix ( 6 , 0 ) )
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require . Equal ( t , 1 , len ( lastNotified ) )
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}
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func TestMetricsUpdate ( t * testing . T ) {
files := [ ] string { "fixtures/rules.yaml" , "fixtures/rules2.yaml" }
metricNames := [ ] string {
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"prometheus_rule_evaluations_total" ,
"prometheus_rule_evaluation_failures_total" ,
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"prometheus_rule_group_interval_seconds" ,
"prometheus_rule_group_last_duration_seconds" ,
"prometheus_rule_group_last_evaluation_timestamp_seconds" ,
"prometheus_rule_group_rules" ,
}
storage := teststorage . New ( t )
defer storage . Close ( )
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registry := prometheus . NewRegistry ( )
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opts := promql . EngineOpts {
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Logger : nil ,
Reg : nil ,
MaxSamples : 10 ,
Timeout : 10 * time . Second ,
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}
engine := promql . NewEngine ( opts )
ruleManager := NewManager ( & ManagerOptions {
Appendable : storage ,
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Queryable : storage ,
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QueryFunc : EngineQueryFunc ( engine , storage ) ,
Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
Registerer : registry ,
} )
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ruleManager . start ( )
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defer ruleManager . Stop ( )
countMetrics := func ( ) int {
ms , err := registry . Gather ( )
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require . NoError ( t , err )
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var metrics int
for _ , m := range ms {
s := m . GetName ( )
for _ , n := range metricNames {
if s == n {
metrics += len ( m . Metric )
break
}
}
}
return metrics
}
cases := [ ] struct {
files [ ] string
metrics int
} {
{
files : files ,
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metrics : 12 ,
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} ,
{
files : files [ : 1 ] ,
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metrics : 6 ,
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} ,
{
files : files [ : 0 ] ,
metrics : 0 ,
} ,
{
files : files [ 1 : ] ,
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metrics : 6 ,
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} ,
}
for i , c := range cases {
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err := ruleManager . Update ( time . Second , c . files , labels . EmptyLabels ( ) , "" , nil )
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require . NoError ( t , err )
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time . Sleep ( 2 * time . Second )
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require . Equal ( t , c . metrics , countMetrics ( ) , "test %d: invalid count of metrics" , i )
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}
}
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func TestGroupStalenessOnRemoval ( t * testing . T ) {
if testing . Short ( ) {
t . Skip ( "skipping test in short mode." )
}
files := [ ] string { "fixtures/rules2.yaml" }
sameFiles := [ ] string { "fixtures/rules2_copy.yaml" }
storage := teststorage . New ( t )
defer storage . Close ( )
opts := promql . EngineOpts {
Logger : nil ,
Reg : nil ,
MaxSamples : 10 ,
Timeout : 10 * time . Second ,
}
engine := promql . NewEngine ( opts )
ruleManager := NewManager ( & ManagerOptions {
Appendable : storage ,
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Queryable : storage ,
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QueryFunc : EngineQueryFunc ( engine , storage ) ,
Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
} )
var stopped bool
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ruleManager . start ( )
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defer func ( ) {
if ! stopped {
ruleManager . Stop ( )
}
} ( )
cases := [ ] struct {
files [ ] string
staleNaN int
} {
{
files : files ,
staleNaN : 0 ,
} ,
{
// When we remove the files, it should produce a staleness marker.
files : files [ : 0 ] ,
staleNaN : 1 ,
} ,
{
// Rules that produce the same metrics but in a different file
// should not produce staleness marker.
files : sameFiles ,
staleNaN : 0 ,
} ,
{
// Staleness marker should be present as we don't have any rules
// loaded anymore.
files : files [ : 0 ] ,
staleNaN : 1 ,
} ,
{
// Add rules back so we have rules loaded when we stop the manager
// and check for the absence of staleness markers.
files : sameFiles ,
staleNaN : 0 ,
} ,
}
var totalStaleNaN int
for i , c := range cases {
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err := ruleManager . Update ( time . Second , c . files , labels . EmptyLabels ( ) , "" , nil )
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require . NoError ( t , err )
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time . Sleep ( 3 * time . Second )
totalStaleNaN += c . staleNaN
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require . Equal ( t , totalStaleNaN , countStaleNaN ( t , storage ) , "test %d/%q: invalid count of staleness markers" , i , c . files )
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}
ruleManager . Stop ( )
stopped = true
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require . Equal ( t , totalStaleNaN , countStaleNaN ( t , storage ) , "invalid count of staleness markers after stopping the engine" )
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}
func TestMetricsStalenessOnManagerShutdown ( t * testing . T ) {
if testing . Short ( ) {
t . Skip ( "skipping test in short mode." )
}
files := [ ] string { "fixtures/rules2.yaml" }
storage := teststorage . New ( t )
defer storage . Close ( )
opts := promql . EngineOpts {
Logger : nil ,
Reg : nil ,
MaxSamples : 10 ,
Timeout : 10 * time . Second ,
}
engine := promql . NewEngine ( opts )
ruleManager := NewManager ( & ManagerOptions {
Appendable : storage ,
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Queryable : storage ,
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QueryFunc : EngineQueryFunc ( engine , storage ) ,
Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
} )
var stopped bool
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ruleManager . start ( )
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defer func ( ) {
if ! stopped {
ruleManager . Stop ( )
}
} ( )
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err := ruleManager . Update ( 2 * time . Second , files , labels . EmptyLabels ( ) , "" , nil )
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time . Sleep ( 4 * time . Second )
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require . NoError ( t , err )
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start := time . Now ( )
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err = ruleManager . Update ( 3 * time . Second , files [ : 0 ] , labels . EmptyLabels ( ) , "" , nil )
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require . NoError ( t , err )
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ruleManager . Stop ( )
stopped = true
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require . True ( t , time . Since ( start ) < 1 * time . Second , "rule manager does not stop early" )
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time . Sleep ( 5 * time . Second )
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require . Equal ( t , 0 , countStaleNaN ( t , storage ) , "invalid count of staleness markers after stopping the engine" )
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}
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func countStaleNaN ( t * testing . T , st storage . Storage ) int {
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var c int
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querier , err := st . Querier ( context . Background ( ) , 0 , time . Now ( ) . Unix ( ) * 1000 )
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require . NoError ( t , err )
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defer querier . Close ( )
matcher , err := labels . NewMatcher ( labels . MatchEqual , model . MetricNameLabel , "test_2" )
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require . NoError ( t , err )
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set := querier . Select ( false , nil , matcher )
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samples , err := readSeriesSet ( set )
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require . NoError ( t , err )
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metric := labels . FromStrings ( model . MetricNameLabel , "test_2" ) . String ( )
metricSample , ok := samples [ metric ]
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require . True ( t , ok , "Series %s not returned." , metric )
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for _ , s := range metricSample {
if value . IsStaleNaN ( s . V ) {
c ++
}
}
return c
}
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func TestGroupHasAlertingRules ( t * testing . T ) {
tests := [ ] struct {
group * Group
want bool
} {
{
group : & Group {
name : "HasAlertingRule" ,
rules : [ ] Rule {
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NewAlertingRule ( "alert" , nil , 0 , 0 , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , labels . EmptyLabels ( ) , "" , true , nil ) ,
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NewRecordingRule ( "record" , nil , labels . EmptyLabels ( ) ) ,
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} ,
} ,
want : true ,
} ,
{
group : & Group {
name : "HasNoRule" ,
rules : [ ] Rule { } ,
} ,
want : false ,
} ,
{
group : & Group {
name : "HasOnlyRecordingRule" ,
rules : [ ] Rule {
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NewRecordingRule ( "record" , nil , labels . EmptyLabels ( ) ) ,
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} ,
} ,
want : false ,
} ,
}
for i , test := range tests {
got := test . group . HasAlertingRules ( )
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require . Equal ( t , test . want , got , "test case %d failed, expected:%t got:%t" , i , test . want , got )
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}
}
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func TestRuleHealthUpdates ( t * testing . T ) {
st := teststorage . New ( t )
defer st . Close ( )
engineOpts := promql . EngineOpts {
Logger : nil ,
Reg : nil ,
MaxSamples : 10 ,
Timeout : 10 * time . Second ,
}
engine := promql . NewEngine ( engineOpts )
opts := & ManagerOptions {
QueryFunc : EngineQueryFunc ( engine , st ) ,
Appendable : st ,
Queryable : st ,
Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
}
expr , err := parser . ParseExpr ( "a + 1" )
require . NoError ( t , err )
rule := NewRecordingRule ( "a_plus_one" , expr , labels . Labels { } )
group := NewGroup ( GroupOptions {
Name : "default" ,
Interval : time . Second ,
Rules : [ ] Rule { rule } ,
ShouldRestore : true ,
Opts : opts ,
} )
// A time series that has two samples.
app := st . Appender ( context . Background ( ) )
app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 0 , 1 )
app . Append ( 0 , labels . FromStrings ( model . MetricNameLabel , "a" ) , 1000 , 2 )
err = app . Commit ( )
require . NoError ( t , err )
ctx := context . Background ( )
rules := group . Rules ( ) [ 0 ]
require . NoError ( t , rules . LastError ( ) )
require . Equal ( t , HealthUnknown , rules . Health ( ) )
// Execute 2 times, it should be all green.
group . Eval ( ctx , time . Unix ( 0 , 0 ) )
group . Eval ( ctx , time . Unix ( 1 , 0 ) )
rules = group . Rules ( ) [ 0 ]
require . NoError ( t , rules . LastError ( ) )
require . Equal ( t , HealthGood , rules . Health ( ) )
// Now execute the rule in the past again, this should cause append failures.
group . Eval ( ctx , time . Unix ( 0 , 0 ) )
rules = group . Rules ( ) [ 0 ]
require . EqualError ( t , rules . LastError ( ) , storage . ErrOutOfOrderSample . Error ( ) )
require . Equal ( t , HealthBad , rules . Health ( ) )
}
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func TestRuleGroupEvalIterationFunc ( t * testing . T ) {
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suite , err := promql . NewTest ( t , `
load 5 m
http_requests { instance = "0" } 75 85 50 0 0 25 0 0 40 0 120
` )
require . NoError ( t , err )
defer suite . Close ( )
err = suite . Run ( )
require . NoError ( t , err )
expr , err := parser . ParseExpr ( ` http_requests { group="canary", job="app-server"} < 100 ` )
require . NoError ( t , err )
testValue := 1
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evalIterationFunc := func ( ctx context . Context , g * Group , evalTimestamp time . Time ) {
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testValue = 2
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DefaultEvalIterationFunc ( ctx , g , evalTimestamp )
testValue = 3
}
skipEvalIterationFunc := func ( ctx context . Context , g * Group , evalTimestamp time . Time ) {
testValue = 4
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}
type testInput struct {
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evalIterationFunc GroupEvalIterationFunc
expectedValue int
lastEvalTimestampIsZero bool
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}
tests := [ ] testInput {
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// testValue should still have value of 1 since the default iteration function will be called.
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{
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evalIterationFunc : nil ,
expectedValue : 1 ,
lastEvalTimestampIsZero : false ,
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} ,
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// testValue should be incremented to 3 since evalIterationFunc is called.
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{
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evalIterationFunc : evalIterationFunc ,
expectedValue : 3 ,
lastEvalTimestampIsZero : false ,
} ,
// testValue should be incremented to 4 since skipEvalIterationFunc is called.
{
evalIterationFunc : skipEvalIterationFunc ,
expectedValue : 4 ,
lastEvalTimestampIsZero : true ,
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} ,
}
testFunc := func ( tst testInput ) {
opts := & ManagerOptions {
QueryFunc : EngineQueryFunc ( suite . QueryEngine ( ) , suite . Storage ( ) ) ,
Appendable : suite . Storage ( ) ,
Queryable : suite . Storage ( ) ,
Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
NotifyFunc : func ( ctx context . Context , expr string , alerts ... * Alert ) { } ,
OutageTolerance : 30 * time . Minute ,
ForGracePeriod : 10 * time . Minute ,
}
activeAlert := & Alert {
State : StateFiring ,
ActiveAt : time . Now ( ) ,
}
m := map [ uint64 ] * Alert { }
m [ 1 ] = activeAlert
rule := & AlertingRule {
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name : "HTTPRequestRateLow" ,
vector : expr ,
holdDuration : 5 * time . Minute ,
labels : labels . FromStrings ( "severity" , "critical" ) ,
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annotations : labels . EmptyLabels ( ) ,
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externalLabels : nil ,
externalURL : "" ,
active : m ,
logger : nil ,
restored : atomic . NewBool ( true ) ,
health : atomic . NewString ( string ( HealthUnknown ) ) ,
evaluationTimestamp : atomic . NewTime ( time . Time { } ) ,
evaluationDuration : atomic . NewDuration ( 0 ) ,
lastError : atomic . NewError ( nil ) ,
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}
group := NewGroup ( GroupOptions {
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Name : "default" ,
Interval : time . Second ,
Rules : [ ] Rule { rule } ,
ShouldRestore : true ,
Opts : opts ,
EvalIterationFunc : tst . evalIterationFunc ,
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} )
go func ( ) {
group . run ( opts . Context )
} ( )
time . Sleep ( 3 * time . Second )
group . stop ( )
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require . Equal ( t , tst . expectedValue , testValue )
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if tst . lastEvalTimestampIsZero {
require . Zero ( t , group . GetLastEvalTimestamp ( ) )
} else {
oneMinute , _ := time . ParseDuration ( "1m" )
require . WithinDuration ( t , time . Now ( ) , group . GetLastEvalTimestamp ( ) , oneMinute )
}
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}
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for i , tst := range tests {
t . Logf ( "case %d" , i )
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testFunc ( tst )
}
}
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func TestNativeHistogramsInRecordingRules ( t * testing . T ) {
suite , err := promql . NewTest ( t , "" )
require . NoError ( t , err )
t . Cleanup ( suite . Close )
err = suite . Run ( )
require . NoError ( t , err )
// Add some histograms.
db := suite . TSDB ( )
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hists := tsdbutil . GenerateTestHistograms ( 5 )
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ts := time . Now ( )
app := db . Appender ( context . Background ( ) )
for i , h := range hists {
l := labels . FromStrings ( "__name__" , "histogram_metric" , "idx" , fmt . Sprintf ( "%d" , i ) )
_ , err := app . AppendHistogram ( 0 , l , ts . UnixMilli ( ) , h . Copy ( ) , nil )
require . NoError ( t , err )
}
require . NoError ( t , app . Commit ( ) )
opts := & ManagerOptions {
QueryFunc : EngineQueryFunc ( suite . QueryEngine ( ) , suite . Storage ( ) ) ,
Appendable : suite . Storage ( ) ,
Queryable : suite . Storage ( ) ,
Context : context . Background ( ) ,
Logger : log . NewNopLogger ( ) ,
}
expr , err := parser . ParseExpr ( "sum(histogram_metric)" )
require . NoError ( t , err )
rule := NewRecordingRule ( "sum:histogram_metric" , expr , labels . Labels { } )
group := NewGroup ( GroupOptions {
Name : "default" ,
Interval : time . Hour ,
Rules : [ ] Rule { rule } ,
ShouldRestore : true ,
Opts : opts ,
} )
group . Eval ( context . Background ( ) , ts . Add ( 10 * time . Second ) )
q , err := db . Querier ( context . Background ( ) , ts . UnixMilli ( ) , ts . Add ( 20 * time . Second ) . UnixMilli ( ) )
require . NoError ( t , err )
ss := q . Select ( false , nil , labels . MustNewMatcher ( labels . MatchEqual , "__name__" , "sum:histogram_metric" ) )
require . True ( t , ss . Next ( ) )
s := ss . At ( )
require . False ( t , ss . Next ( ) )
require . Equal ( t , labels . FromStrings ( "__name__" , "sum:histogram_metric" ) , s . Labels ( ) )
expHist := hists [ 0 ] . ToFloat ( )
for _ , h := range hists [ 1 : ] {
expHist = expHist . Add ( h . ToFloat ( ) )
}
it := s . Iterator ( nil )
require . Equal ( t , chunkenc . ValFloatHistogram , it . Next ( ) )
tsp , fh := it . AtFloatHistogram ( )
require . Equal ( t , ts . Add ( 10 * time . Second ) . UnixMilli ( ) , tsp )
require . Equal ( t , expHist , fh )
require . Equal ( t , chunkenc . ValNone , it . Next ( ) )
}