prometheus/rules/manager.go

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// Copyright 2013 The Prometheus Authors
// 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.
package rules
import (
"fmt"
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"sync"
"time"
"github.com/golang/glog"
"github.com/prometheus/client_golang/prometheus"
"golang.org/x/net/context"
clientmodel "github.com/prometheus/client_golang/model"
"github.com/prometheus/prometheus/notification"
"github.com/prometheus/prometheus/promql"
"github.com/prometheus/prometheus/storage"
"github.com/prometheus/prometheus/templates"
"github.com/prometheus/prometheus/utility"
)
// Constants for instrumentation.
const (
namespace = "prometheus"
ruleTypeLabel = "rule_type"
alertingRuleType = "alerting"
recordingRuleType = "recording"
)
var (
evalDuration = prometheus.NewSummaryVec(
prometheus.SummaryOpts{
Namespace: namespace,
Name: "rule_evaluation_duration_milliseconds",
Help: "The duration for a rule to execute.",
},
[]string{ruleTypeLabel},
)
evalFailures = prometheus.NewCounter(
prometheus.CounterOpts{
Namespace: namespace,
Name: "rule_evaluation_failures_total",
Help: "The total number of rule evaluation failures.",
},
)
iterationDuration = prometheus.NewSummary(prometheus.SummaryOpts{
Namespace: namespace,
Name: "evaluator_duration_milliseconds",
Help: "The duration for all evaluations to execute.",
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Objectives: map[float64]float64{0.01: 0.001, 0.05: 0.005, 0.5: 0.05, 0.90: 0.01, 0.99: 0.001},
})
)
func init() {
prometheus.MustRegister(iterationDuration)
prometheus.MustRegister(evalFailures)
prometheus.MustRegister(evalDuration)
}
// A RuleManager manages recording and alerting rules. Create instances with
// NewRuleManager.
type RuleManager interface {
// Start the rule manager's periodic rule evaluation.
Run()
// Stop the rule manager's rule evaluation cycles.
Stop()
// Return all rules.
Rules() []Rule
// Return all alerting rules.
AlertingRules() []*AlertingRule
}
type ruleManager struct {
// Protects the rules list.
sync.Mutex
rules []Rule
done chan bool
interval time.Duration
queryEngine *promql.Engine
sampleAppender storage.SampleAppender
notificationHandler *notification.NotificationHandler
prometheusURL string
pathPrefix string
}
// RuleManagerOptions bundles options for the RuleManager.
type RuleManagerOptions struct {
EvaluationInterval time.Duration
QueryEngine *promql.Engine
NotificationHandler *notification.NotificationHandler
SampleAppender storage.SampleAppender
PrometheusURL string
PathPrefix string
}
// NewRuleManager returns an implementation of RuleManager, ready to be started
// by calling the Run method.
func NewRuleManager(o *RuleManagerOptions) RuleManager {
manager := &ruleManager{
rules: []Rule{},
done: make(chan bool),
interval: o.EvaluationInterval,
sampleAppender: o.SampleAppender,
queryEngine: o.QueryEngine,
notificationHandler: o.NotificationHandler,
prometheusURL: o.PrometheusURL,
}
manager.queryEngine.RegisterAlertHandler("rule_manager", manager.AddAlertingRule)
manager.queryEngine.RegisterRecordHandler("rule_manager", manager.AddRecordingRule)
return manager
}
func (m *ruleManager) Run() {
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defer glog.Info("Rule manager stopped.")
ticker := time.NewTicker(m.interval)
defer ticker.Stop()
for {
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// The outer select clause makes sure that m.done is looked at
// first. Otherwise, if m.runIteration takes longer than
// m.interval, there is only a 50% chance that m.done will be
// looked at before the next m.runIteration call happens.
select {
case <-m.done:
return
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default:
select {
case <-ticker.C:
start := time.Now()
m.runIteration()
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iterationDuration.Observe(float64(time.Since(start) / time.Millisecond))
case <-m.done:
return
}
}
}
}
func (m *ruleManager) Stop() {
glog.Info("Stopping rule manager...")
m.done <- true
}
func (m *ruleManager) queueAlertNotifications(rule *AlertingRule, timestamp clientmodel.Timestamp) {
activeAlerts := rule.ActiveAlerts()
if len(activeAlerts) == 0 {
return
}
notifications := make(notification.NotificationReqs, 0, len(activeAlerts))
for _, aa := range activeAlerts {
if aa.State != Firing {
// BUG: In the future, make AlertManager support pending alerts?
continue
}
// Provide the alert information to the template.
l := map[string]string{}
for k, v := range aa.Labels {
l[string(k)] = string(v)
}
tmplData := struct {
Labels map[string]string
Value clientmodel.SampleValue
}{
Labels: l,
Value: aa.Value,
}
// Inject some convenience variables that are easier to remember for users
// who are not used to Go's templating system.
defs := "{{$labels := .Labels}}{{$value := .Value}}"
expand := func(text string) string {
template := templates.NewTemplateExpander(defs+text, "__alert_"+rule.Name(), tmplData, timestamp, m.queryEngine, m.pathPrefix)
result, err := template.Expand()
if err != nil {
result = err.Error()
glog.Warningf("Error expanding alert template %v with data '%v': %v", rule.Name(), tmplData, err)
}
return result
}
notifications = append(notifications, &notification.NotificationReq{
Summary: expand(rule.Summary),
Description: expand(rule.Description),
Labels: aa.Labels.Merge(clientmodel.LabelSet{
AlertNameLabel: clientmodel.LabelValue(rule.Name()),
}),
Value: aa.Value,
Use custom timestamp type for sample timestamps and related code. So far we've been using Go's native time.Time for anything related to sample timestamps. Since the range of time.Time is much bigger than what we need, this has created two problems: - there could be time.Time values which were out of the range/precision of the time type that we persist to disk, therefore causing incorrectly ordered keys. One bug caused by this was: https://github.com/prometheus/prometheus/issues/367 It would be good to use a timestamp type that's more closely aligned with what the underlying storage supports. - sizeof(time.Time) is 192, while Prometheus should be ok with a single 64-bit Unix timestamp (possibly even a 32-bit one). Since we store samples in large numbers, this seriously affects memory usage. Furthermore, copying/working with the data will be faster if it's smaller. *MEMORY USAGE RESULTS* Initial memory usage comparisons for a running Prometheus with 1 timeseries and 100,000 samples show roughly a 13% decrease in total (VIRT) memory usage. In my tests, this advantage for some reason decreased a bit the more samples the timeseries had (to 5-7% for millions of samples). This I can't fully explain, but perhaps garbage collection issues were involved. *WHEN TO USE THE NEW TIMESTAMP TYPE* The new clientmodel.Timestamp type should be used whenever time calculations are either directly or indirectly related to sample timestamps. For example: - the timestamp of a sample itself - all kinds of watermarks - anything that may become or is compared to a sample timestamp (like the timestamp passed into Target.Scrape()). When to still use time.Time: - for measuring durations/times not related to sample timestamps, like duration telemetry exporting, timers that indicate how frequently to execute some action, etc. *NOTE ON OPERATOR OPTIMIZATION TESTS* We don't use operator optimization code anymore, but it still lives in the code as dead code. It still has tests, but I couldn't get all of them to pass with the new timestamp format. I commented out the failing cases for now, but we should probably remove the dead code soon. I just didn't want to do that in the same change as this. Change-Id: I821787414b0debe85c9fffaeb57abd453727af0f
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ActiveSince: aa.ActiveSince.Time(),
RuleString: rule.String(),
GeneratorURL: m.prometheusURL + utility.GraphLinkForExpression(rule.Vector.String()),
})
}
m.notificationHandler.SubmitReqs(notifications)
}
func (m *ruleManager) runIteration() {
Use custom timestamp type for sample timestamps and related code. So far we've been using Go's native time.Time for anything related to sample timestamps. Since the range of time.Time is much bigger than what we need, this has created two problems: - there could be time.Time values which were out of the range/precision of the time type that we persist to disk, therefore causing incorrectly ordered keys. One bug caused by this was: https://github.com/prometheus/prometheus/issues/367 It would be good to use a timestamp type that's more closely aligned with what the underlying storage supports. - sizeof(time.Time) is 192, while Prometheus should be ok with a single 64-bit Unix timestamp (possibly even a 32-bit one). Since we store samples in large numbers, this seriously affects memory usage. Furthermore, copying/working with the data will be faster if it's smaller. *MEMORY USAGE RESULTS* Initial memory usage comparisons for a running Prometheus with 1 timeseries and 100,000 samples show roughly a 13% decrease in total (VIRT) memory usage. In my tests, this advantage for some reason decreased a bit the more samples the timeseries had (to 5-7% for millions of samples). This I can't fully explain, but perhaps garbage collection issues were involved. *WHEN TO USE THE NEW TIMESTAMP TYPE* The new clientmodel.Timestamp type should be used whenever time calculations are either directly or indirectly related to sample timestamps. For example: - the timestamp of a sample itself - all kinds of watermarks - anything that may become or is compared to a sample timestamp (like the timestamp passed into Target.Scrape()). When to still use time.Time: - for measuring durations/times not related to sample timestamps, like duration telemetry exporting, timers that indicate how frequently to execute some action, etc. *NOTE ON OPERATOR OPTIMIZATION TESTS* We don't use operator optimization code anymore, but it still lives in the code as dead code. It still has tests, but I couldn't get all of them to pass with the new timestamp format. I commented out the failing cases for now, but we should probably remove the dead code soon. I just didn't want to do that in the same change as this. Change-Id: I821787414b0debe85c9fffaeb57abd453727af0f
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now := clientmodel.Now()
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wg := sync.WaitGroup{}
m.Lock()
rulesSnapshot := make([]Rule, len(m.rules))
copy(rulesSnapshot, m.rules)
m.Unlock()
for _, rule := range rulesSnapshot {
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wg.Add(1)
// BUG(julius): Look at fixing thundering herd.
go func(rule Rule) {
defer wg.Done()
start := time.Now()
vector, err := rule.Eval(now, m.queryEngine)
duration := time.Since(start)
if err != nil {
evalFailures.Inc()
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glog.Warningf("Error while evaluating rule %q: %s", rule, err)
return
}
switch r := rule.(type) {
case *AlertingRule:
m.queueAlertNotifications(r, now)
evalDuration.WithLabelValues(alertingRuleType).Observe(
float64(duration / time.Millisecond),
)
case *RecordingRule:
evalDuration.WithLabelValues(recordingRuleType).Observe(
float64(duration / time.Millisecond),
)
default:
panic(fmt.Errorf("Unknown rule type: %T", rule))
}
for _, s := range vector {
m.sampleAppender.Append(&clientmodel.Sample{
Metric: s.Metric.Metric,
Value: s.Value,
Timestamp: s.Timestamp,
})
}
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}(rule)
}
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wg.Wait()
}
func (m *ruleManager) AddAlertingRule(ctx context.Context, r *promql.AlertStmt) error {
rule := NewAlertingRule(r.Name, r.Expr, r.Duration, r.Labels, r.Summary, r.Description)
m.Lock()
m.rules = append(m.rules, rule)
m.Unlock()
return nil
}
func (m *ruleManager) AddRecordingRule(ctx context.Context, r *promql.RecordStmt) error {
rule := &RecordingRule{r.Name, r.Expr, r.Labels}
m.Lock()
m.rules = append(m.rules, rule)
m.Unlock()
return nil
}
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func (m *ruleManager) Rules() []Rule {
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m.Lock()
defer m.Unlock()
rules := make([]Rule, len(m.rules))
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copy(rules, m.rules)
return rules
}
func (m *ruleManager) AlertingRules() []*AlertingRule {
m.Lock()
defer m.Unlock()
alerts := []*AlertingRule{}
for _, rule := range m.rules {
if alertingRule, ok := rule.(*AlertingRule); ok {
alerts = append(alerts, alertingRule)
}
}
return alerts
}