VictoriaMetrics/app/vmalert/alerting.go
Roman Khavronenko 3adf8c5a6f
vmalert: explicitly set extra labels to alert entities (#886)
The previous implementation treated extra labels (global and rule labels) as
separate label set to returned time series labels. Hence, time series always contained
only original labels and alert ID was generated from sorted labels key-values.
Extra labels didn't affect the generated ID and were applied on the following actions:
- templating for Summary and Annotations;
- persisting state via remote write;
- restoring state via remote read.

Such behaviour caused difficulties on restore procedure because extra labels had to be dropped
before checking the alert ID, but that not always worked. Consider the case when expression
returns the following time series `up{job="foo"}` and rule has extra label `job=bar`.
This would mean that restored alert ID will be always different to the real time series because
of collision.

To solve the situation extra labels are now always applied beforehand and `vmalert` doesn't
store original labels anymore. However, this could result into a new error situation.
Consider the case when expression returns two time series `up{job="foo"}` and `up{job="baz"}`,
while rule has extra label `job=bar`. In such case, applying extra labels will result into
two identical time series and `vmalert` will return error:
 `result contains metrics with the same labelset after applying rule labels`

https://github.com/VictoriaMetrics/VictoriaMetrics/issues/870
2020-11-10 00:27:32 +02:00

434 lines
12 KiB
Go

package main
import (
"context"
"fmt"
"hash/fnv"
"sort"
"strconv"
"sync"
"time"
"github.com/VictoriaMetrics/VictoriaMetrics/app/vmalert/config"
"github.com/VictoriaMetrics/VictoriaMetrics/app/vmalert/datasource"
"github.com/VictoriaMetrics/VictoriaMetrics/app/vmalert/notifier"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/prompbmarshal"
"github.com/VictoriaMetrics/metrics"
)
// AlertingRule is basic alert entity
type AlertingRule struct {
RuleID uint64
Name string
Expr string
For time.Duration
Labels map[string]string
Annotations map[string]string
GroupID uint64
GroupName string
// guard status fields
mu sync.RWMutex
// stores list of active alerts
alerts map[uint64]*notifier.Alert
// stores last moment of time Exec was called
lastExecTime time.Time
// stores last error that happened in Exec func
// resets on every successful Exec
// may be used as Health state
lastExecError error
metrics *alertingRuleMetrics
}
type alertingRuleMetrics struct {
errors *gauge
pending *gauge
active *gauge
}
func newAlertingRule(group *Group, cfg config.Rule) *AlertingRule {
ar := &AlertingRule{
RuleID: cfg.ID,
Name: cfg.Alert,
Expr: cfg.Expr,
For: cfg.For.Duration(),
Labels: cfg.Labels,
Annotations: cfg.Annotations,
GroupID: group.ID(),
GroupName: group.Name,
alerts: make(map[uint64]*notifier.Alert),
metrics: &alertingRuleMetrics{},
}
labels := fmt.Sprintf(`alertname=%q, group=%q, id="%d"`, ar.Name, group.Name, ar.ID())
ar.metrics.pending = getOrCreateGauge(fmt.Sprintf(`vmalert_alerts_pending{%s}`, labels),
func() float64 {
ar.mu.Lock()
defer ar.mu.Unlock()
var num int
for _, a := range ar.alerts {
if a.State == notifier.StatePending {
num++
}
}
return float64(num)
})
ar.metrics.active = getOrCreateGauge(fmt.Sprintf(`vmalert_alerts_firing{%s}`, labels),
func() float64 {
ar.mu.Lock()
defer ar.mu.Unlock()
var num int
for _, a := range ar.alerts {
if a.State == notifier.StateFiring {
num++
}
}
return float64(num)
})
ar.metrics.errors = getOrCreateGauge(fmt.Sprintf(`vmalert_alerts_error{%s}`, labels),
func() float64 {
ar.mu.Lock()
defer ar.mu.Unlock()
if ar.lastExecError == nil {
return 0
}
return 1
})
return ar
}
// Close unregisters rule metrics
func (ar *AlertingRule) Close() {
metrics.UnregisterMetric(ar.metrics.active.name)
metrics.UnregisterMetric(ar.metrics.pending.name)
metrics.UnregisterMetric(ar.metrics.errors.name)
}
// String implements Stringer interface
func (ar *AlertingRule) String() string {
return ar.Name
}
// ID returns unique Rule ID
// within the parent Group.
func (ar *AlertingRule) ID() uint64 {
return ar.RuleID
}
// Exec executes AlertingRule expression via the given Querier.
// Based on the Querier results AlertingRule maintains notifier.Alerts
func (ar *AlertingRule) Exec(ctx context.Context, q datasource.Querier, series bool) ([]prompbmarshal.TimeSeries, error) {
qMetrics, err := q.Query(ctx, ar.Expr)
ar.mu.Lock()
defer ar.mu.Unlock()
ar.lastExecError = err
ar.lastExecTime = time.Now()
if err != nil {
return nil, fmt.Errorf("failed to execute query %q: %w", ar.Expr, err)
}
for h, a := range ar.alerts {
// cleanup inactive alerts from previous Exec
if a.State == notifier.StateInactive {
delete(ar.alerts, h)
}
}
updated := make(map[uint64]struct{})
// update list of active alerts
for _, m := range qMetrics {
for k, v := range ar.Labels {
// apply extra labels
m.SetLabel(k, v)
}
h := hash(m)
if _, ok := updated[h]; ok {
// duplicate may be caused by extra labels
// conflicting with the metric labels
return nil, fmt.Errorf("labels %v: %w", m.Labels, errDuplicate)
}
updated[h] = struct{}{}
if a, ok := ar.alerts[h]; ok {
if a.Value != m.Value {
// update Value field with latest value
a.Value = m.Value
// and re-exec template since Value can be used
// in templates
err = ar.template(a)
if err != nil {
return nil, err
}
}
continue
}
a, err := ar.newAlert(m, ar.lastExecTime)
if err != nil {
ar.lastExecError = err
return nil, fmt.Errorf("failed to create alert: %w", err)
}
a.ID = h
a.State = notifier.StatePending
ar.alerts[h] = a
}
for h, a := range ar.alerts {
// if alert wasn't updated in this iteration
// means it is resolved already
if _, ok := updated[h]; !ok {
if a.State == notifier.StatePending {
// alert was in Pending state - it is not
// active anymore
delete(ar.alerts, h)
continue
}
a.State = notifier.StateInactive
continue
}
if a.State == notifier.StatePending && time.Since(a.Start) >= ar.For {
a.State = notifier.StateFiring
alertsFired.Inc()
}
}
if series {
return ar.toTimeSeries(ar.lastExecTime), nil
}
return nil, nil
}
func (ar *AlertingRule) toTimeSeries(timestamp time.Time) []prompbmarshal.TimeSeries {
var tss []prompbmarshal.TimeSeries
for _, a := range ar.alerts {
if a.State == notifier.StateInactive {
continue
}
ts := ar.alertToTimeSeries(a, timestamp)
tss = append(tss, ts...)
}
return tss
}
// UpdateWith copies all significant fields.
// alerts state isn't copied since
// it should be updated in next 2 Execs
func (ar *AlertingRule) UpdateWith(r Rule) error {
nr, ok := r.(*AlertingRule)
if !ok {
return fmt.Errorf("BUG: attempt to update alerting rule with wrong type %#v", r)
}
ar.Expr = nr.Expr
ar.For = nr.For
ar.Labels = nr.Labels
ar.Annotations = nr.Annotations
return nil
}
// TODO: consider hashing algorithm in VM
func hash(m datasource.Metric) uint64 {
hash := fnv.New64a()
labels := m.Labels
sort.Slice(labels, func(i, j int) bool {
return labels[i].Name < labels[j].Name
})
for _, l := range labels {
// drop __name__ to be consistent with Prometheus alerting
if l.Name == "__name__" {
continue
}
hash.Write([]byte(l.Name))
hash.Write([]byte(l.Value))
hash.Write([]byte("\xff"))
}
return hash.Sum64()
}
func (ar *AlertingRule) newAlert(m datasource.Metric, start time.Time) (*notifier.Alert, error) {
a := &notifier.Alert{
GroupID: ar.GroupID,
Name: ar.Name,
Labels: map[string]string{},
Value: m.Value,
Start: start,
Expr: ar.Expr,
}
// label defined here to make override possible by
// time series labels.
a.Labels[alertGroupNameLabel] = ar.GroupName
for _, l := range m.Labels {
// drop __name__ to be consistent with Prometheus alerting
if l.Name == "__name__" {
continue
}
a.Labels[l.Name] = l.Value
}
return a, ar.template(a)
}
func (ar *AlertingRule) template(a *notifier.Alert) error {
var err error
a.Labels, err = a.ExecTemplate(a.Labels)
if err != nil {
return err
}
a.Annotations, err = a.ExecTemplate(ar.Annotations)
return err
}
// AlertAPI generates APIAlert object from alert by its id(hash)
func (ar *AlertingRule) AlertAPI(id uint64) *APIAlert {
ar.mu.RLock()
defer ar.mu.RUnlock()
a, ok := ar.alerts[id]
if !ok {
return nil
}
return ar.newAlertAPI(*a)
}
// RuleAPI returns Rule representation in form
// of APIAlertingRule
func (ar *AlertingRule) RuleAPI() APIAlertingRule {
var lastErr string
if ar.lastExecError != nil {
lastErr = ar.lastExecError.Error()
}
return APIAlertingRule{
// encode as strings to avoid rounding
ID: fmt.Sprintf("%d", ar.ID()),
GroupID: fmt.Sprintf("%d", ar.GroupID),
Name: ar.Name,
Expression: ar.Expr,
For: ar.For.String(),
LastError: lastErr,
LastExec: ar.lastExecTime,
Labels: ar.Labels,
Annotations: ar.Annotations,
}
}
// AlertsAPI generates list of APIAlert objects from existing alerts
func (ar *AlertingRule) AlertsAPI() []*APIAlert {
var alerts []*APIAlert
ar.mu.RLock()
for _, a := range ar.alerts {
alerts = append(alerts, ar.newAlertAPI(*a))
}
ar.mu.RUnlock()
return alerts
}
func (ar *AlertingRule) newAlertAPI(a notifier.Alert) *APIAlert {
return &APIAlert{
// encode as strings to avoid rounding
ID: fmt.Sprintf("%d", a.ID),
GroupID: fmt.Sprintf("%d", a.GroupID),
Name: a.Name,
Expression: ar.Expr,
Labels: a.Labels,
Annotations: a.Annotations,
State: a.State.String(),
ActiveAt: a.Start,
Value: strconv.FormatFloat(a.Value, 'e', -1, 64),
}
}
const (
// alertMetricName is the metric name for synthetic alert timeseries.
alertMetricName = "ALERTS"
// alertForStateMetricName is the metric name for 'for' state of alert.
alertForStateMetricName = "ALERTS_FOR_STATE"
// alertNameLabel is the label name indicating the name of an alert.
alertNameLabel = "alertname"
// alertStateLabel is the label name indicating the state of an alert.
alertStateLabel = "alertstate"
// alertGroupNameLabel defines the label name attached for generated time series.
alertGroupNameLabel = "alertgroup"
)
// alertToTimeSeries converts the given alert with the given timestamp to timeseries
func (ar *AlertingRule) alertToTimeSeries(a *notifier.Alert, timestamp time.Time) []prompbmarshal.TimeSeries {
var tss []prompbmarshal.TimeSeries
tss = append(tss, alertToTimeSeries(ar.Name, a, timestamp))
if ar.For > 0 {
tss = append(tss, alertForToTimeSeries(ar.Name, a, timestamp))
}
return tss
}
func alertToTimeSeries(name string, a *notifier.Alert, timestamp time.Time) prompbmarshal.TimeSeries {
labels := make(map[string]string)
for k, v := range a.Labels {
labels[k] = v
}
labels["__name__"] = alertMetricName
labels[alertNameLabel] = name
labels[alertStateLabel] = a.State.String()
return newTimeSeries(1, labels, timestamp)
}
// alertForToTimeSeries returns a timeseries that represents
// state of active alerts, where value is time when alert become active
func alertForToTimeSeries(name string, a *notifier.Alert, timestamp time.Time) prompbmarshal.TimeSeries {
labels := make(map[string]string)
for k, v := range a.Labels {
labels[k] = v
}
labels["__name__"] = alertForStateMetricName
labels[alertNameLabel] = name
return newTimeSeries(float64(a.Start.Unix()), labels, timestamp)
}
// Restore restores the state of active alerts basing on previously written timeseries.
// Restore restores only Start field. Field State will be always Pending and supposed
// to be updated on next Exec, as well as Value field.
// Only rules with For > 0 will be restored.
func (ar *AlertingRule) Restore(ctx context.Context, q datasource.Querier, lookback time.Duration, labels map[string]string) error {
if q == nil {
return fmt.Errorf("querier is nil")
}
// account for external labels in filter
var labelsFilter string
for k, v := range labels {
labelsFilter += fmt.Sprintf(",%s=%q", k, v)
}
// Get the last data point in range via MetricsQL `last_over_time`.
// We don't use plain PromQL since Prometheus doesn't support
// remote write protocol which is used for state persistence in vmalert.
expr := fmt.Sprintf("last_over_time(%s{alertname=%q%s}[%ds])",
alertForStateMetricName, ar.Name, labelsFilter, int(lookback.Seconds()))
qMetrics, err := q.Query(ctx, expr)
if err != nil {
return err
}
for _, m := range qMetrics {
labels := m.Labels
m.Labels = make([]datasource.Label, 0)
// drop all extra labels, so hash key will
// be identical to time series received in Exec
for _, l := range labels {
if l.Name == alertNameLabel || l.Name == alertGroupNameLabel {
continue
}
m.Labels = append(m.Labels, l)
}
a, err := ar.newAlert(m, time.Unix(int64(m.Value), 0))
if err != nil {
return fmt.Errorf("failed to create alert: %w", err)
}
a.ID = hash(m)
a.State = notifier.StatePending
ar.alerts[a.ID] = a
logger.Infof("alert %q (%d) restored to state at %v", a.Name, a.ID, a.Start)
}
return nil
}