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vmagent: properly add extra labels before sending data to remote storage labels from `remoteWrite.label` are now added to sent metrics just before they are pushed to `remoteWrite.url` after all relabelings, including stream aggregation relabelings (#4247) https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4247 Signed-off-by: Alexander Marshalov <_@marshalov.org> Co-authored-by: Roman Khavronenko <roman@victoriametrics.com>
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@ -87,8 +87,8 @@ func initLabelsGlobal() {
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}
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}
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func (rctx *relabelCtx) applyRelabeling(tss []prompbmarshal.TimeSeries, extraLabels []prompbmarshal.Label, pcs *promrelabel.ParsedConfigs) []prompbmarshal.TimeSeries {
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if len(extraLabels) == 0 && pcs.Len() == 0 && !*usePromCompatibleNaming {
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func (rctx *relabelCtx) applyRelabeling(tss []prompbmarshal.TimeSeries, pcs *promrelabel.ParsedConfigs) []prompbmarshal.TimeSeries {
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if pcs.Len() == 0 && !*usePromCompatibleNaming {
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// Nothing to change.
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return tss
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}
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@ -98,16 +98,6 @@ func (rctx *relabelCtx) applyRelabeling(tss []prompbmarshal.TimeSeries, extraLab
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ts := &tss[i]
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labelsLen := len(labels)
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labels = append(labels, ts.Labels...)
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// extraLabels must be added before applying relabeling according to https://prometheus.io/docs/prometheus/latest/configuration/configuration/#remote_write
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for j := range extraLabels {
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extraLabel := &extraLabels[j]
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tmp := promrelabel.GetLabelByName(labels[labelsLen:], extraLabel.Name)
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if tmp != nil {
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tmp.Value = extraLabel.Value
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} else {
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labels = append(labels, *extraLabel)
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}
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}
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if *usePromCompatibleNaming {
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// Replace unsupported Prometheus chars in label names and metric names with underscores.
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tmpLabels := labels[labelsLen:]
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@ -135,6 +125,38 @@ func (rctx *relabelCtx) applyRelabeling(tss []prompbmarshal.TimeSeries, extraLab
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return tssDst
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}
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func (rctx *relabelCtx) appendExtraLabels(tss []prompbmarshal.TimeSeries, extraLabels []prompbmarshal.Label) []prompbmarshal.TimeSeries {
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if len(extraLabels) == 0 {
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return tss
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}
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tssDst := tss[:0]
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labels := rctx.labels[:0]
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for i := range tss {
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ts := &tss[i]
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labelsLen := len(labels)
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labels = append(labels, ts.Labels...)
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for j := range extraLabels {
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extraLabel := extraLabels[j]
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if *usePromCompatibleNaming {
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extraLabel.Name = promrelabel.SanitizeLabelName(extraLabel.Name)
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}
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tmp := promrelabel.GetLabelByName(labels[labelsLen:], extraLabel.Name)
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if tmp != nil {
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tmp.Value = extraLabel.Value
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} else {
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labels = append(labels, extraLabel)
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}
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}
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labels = promrelabel.FinalizeLabels(labels[:labelsLen], labels[labelsLen:])
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tssDst = append(tssDst, prompbmarshal.TimeSeries{
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Labels: labels[labelsLen:],
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Samples: ts.Samples,
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})
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}
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rctx.labels = labels
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return tssDst
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}
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type relabelCtx struct {
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// pool for labels, which are used during the relabeling.
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labels []prompbmarshal.Label
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@ -10,18 +10,16 @@ import (
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)
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func TestApplyRelabeling(t *testing.T) {
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f := func(extraLabels []prompbmarshal.Label, pcs *promrelabel.ParsedConfigs, sTss, sExpTss string) {
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f := func(pcs *promrelabel.ParsedConfigs, sTss, sExpTss string) {
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rctx := &relabelCtx{}
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tss, expTss := parseSeries(sTss), parseSeries(sExpTss)
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gotTss := rctx.applyRelabeling(tss, extraLabels, pcs)
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gotTss := rctx.applyRelabeling(tss, pcs)
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if !reflect.DeepEqual(gotTss, expTss) {
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t.Fatalf("expected to have: \n%v;\ngot: \n%v", expTss, gotTss)
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}
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}
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f(nil, nil, "up", "up")
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f([]prompbmarshal.Label{{Name: "foo", Value: "bar"}}, nil, "up", `up{foo="bar"}`)
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f([]prompbmarshal.Label{{Name: "foo", Value: "bar"}}, nil, `up{foo="baz"}`, `up{foo="bar"}`)
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f(nil, "up", "up")
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pcs, err := promrelabel.ParseRelabelConfigsData([]byte(`
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- target_label: "foo"
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@ -32,11 +30,32 @@ func TestApplyRelabeling(t *testing.T) {
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if err != nil {
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t.Fatalf("unexpected error: %s", err)
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}
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f(nil, pcs, `up{foo="baz", env="prod"}`, `up{foo="aaa"}`)
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f(pcs, `up{foo="baz", env="prod"}`, `up{foo="aaa"}`)
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oldVal := *usePromCompatibleNaming
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*usePromCompatibleNaming = true
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f(nil, nil, `foo.bar`, `foo_bar`)
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f(nil, `foo.bar`, `foo_bar`)
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*usePromCompatibleNaming = oldVal
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}
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func TestAppendExtraLabels(t *testing.T) {
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f := func(extraLabels []prompbmarshal.Label, sTss, sExpTss string) {
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rctx := &relabelCtx{}
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tss, expTss := parseSeries(sTss), parseSeries(sExpTss)
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gotTss := rctx.appendExtraLabels(tss, extraLabels)
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if !reflect.DeepEqual(gotTss, expTss) {
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t.Fatalf("expected to have: \n%v;\ngot: \n%v", expTss, gotTss)
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}
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}
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f(nil, "up", "up")
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f([]prompbmarshal.Label{{Name: "foo", Value: "bar"}}, "up", `up{foo="bar"}`)
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f([]prompbmarshal.Label{{Name: "foo", Value: "bar"}}, `up{foo="baz"}`, `up{foo="bar"}`)
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f([]prompbmarshal.Label{{Name: "baz", Value: "qux"}}, `up{foo="baz"}`, `up{foo="baz",baz="qux"}`)
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oldVal := *usePromCompatibleNaming
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*usePromCompatibleNaming = true
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f([]prompbmarshal.Label{{Name: "foo.bar", Value: "baz"}}, "up", `up{foo_bar="baz"}`)
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*usePromCompatibleNaming = oldVal
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}
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@ -386,7 +386,7 @@ func Push(at *auth.Token, wr *prompbmarshal.WriteRequest) {
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}
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if rctx != nil {
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rowsCountBeforeRelabel := getRowsCount(tssBlock)
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tssBlock = rctx.applyRelabeling(tssBlock, labelsGlobal, pcsGlobal)
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tssBlock = rctx.applyRelabeling(tssBlock, pcsGlobal)
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rowsCountAfterRelabel := getRowsCount(tssBlock)
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rowsDroppedByGlobalRelabel.Add(rowsCountBeforeRelabel - rowsCountAfterRelabel)
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}
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@ -668,7 +668,7 @@ func (rwctx *remoteWriteCtx) Push(tss []prompbmarshal.TimeSeries) {
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v = tssPool.Get().(*[]prompbmarshal.TimeSeries)
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tss = append(*v, tss...)
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rowsCountBeforeRelabel := getRowsCount(tss)
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tss = rctx.applyRelabeling(tss, nil, pcs)
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tss = rctx.applyRelabeling(tss, pcs)
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rowsCountAfterRelabel := getRowsCount(tss)
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rwctx.rowsDroppedByRelabel.Add(rowsCountBeforeRelabel - rowsCountAfterRelabel)
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}
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@ -719,6 +719,11 @@ func dropAggregatedSeries(src []prompbmarshal.TimeSeries, matchIdxs []byte, drop
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}
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func (rwctx *remoteWriteCtx) pushInternal(tss []prompbmarshal.TimeSeries) {
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if len(labelsGlobal) > 0 {
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rctx := getRelabelCtx()
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tss = rctx.appendExtraLabels(tss, labelsGlobal)
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putRelabelCtx(rctx)
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}
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pss := rwctx.pss
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idx := atomic.AddUint64(&rwctx.pssNextIdx, 1) % uint64(len(pss))
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pss[idx].Push(tss)
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@ -26,6 +26,7 @@ The following `tip` changes can be tested by building VictoriaMetrics components
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* FEATURE: [vmbackup](https://docs.victoriametrics.com/vmbackup.html): add support for server-side copy of existing backups. See [these docs](https://docs.victoriametrics.com/vmbackup.html#server-side-copy-of-the-existing-backup) for details.
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* BUGFIX: [vmagent](https://docs.victoriametrics.com/vmagent.html): according to [the docs](https://docs.victoriametrics.com/vmagent.html#adding-labels-to-metrics) labels from `-remoteWrite.label` cmd-line flag are now added to the sent metrics just before they are pushed to the `-remoteWrite.url` (after all relabeling, including stream aggregation relabeling). In addition, it allows adding labels for identifying vmagent instances when using streaming aggregation in vmagents [cluster mode](https://docs.victoriametrics.com/vmagent.html#scraping-big-number-of-targets). See [this issue](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4247) and [these docs](https://docs.victoriametrics.com/stream-aggregation.html#cluster-mode) for more details.
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* BUGFIX: remove `DEBUG` logging when parsing `if` filters inside [relabeling rules](https://docs.victoriametrics.com/vmagent.html#relabeling-enhancements) and when parsing `match` filters inside [stream aggregation rules](https://docs.victoriametrics.com/stream-aggregation.html).
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* BUGFIX: properly replace `:` chars in label names with `_` when `-usePromCompatibleNaming` command-line flag is passed to `vmagent`, `vminsert` or single-node VictoriaMetrics. This addresses [this comment](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/3113#issuecomment-1275077071).
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* BUGFIX: [Official Grafana dashboards for VictoriaMetrics](https://grafana.com/orgs/victoriametrics): fix display of ingested rows rate for `Samples ingested/s` and `Samples rate` panels for vmagent's dasbhoard. Previously, not all ingested protocols were accounted in these panels. An extra panel `Rows rate` was added to `Ingestion` section to display the split for rows ingested rate by protocol.
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@ -1,7 +1,7 @@
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---
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sort: 98
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weight: 98
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title: streaming aggregation
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title: Streaming aggregation
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menu:
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docs:
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parent: "victoriametrics"
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@ -10,7 +10,7 @@ aliases:
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- /stream-aggregation.html
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---
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# streaming aggregation
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# Streaming aggregation
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[vmagent](https://docs.victoriametrics.com/vmagent.html) and [single-node VictoriaMetrics](https://docs.victoriametrics.com/Single-server-VictoriaMetrics.html)
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can aggregate incoming [samples](https://docs.victoriametrics.com/keyConcepts.html#raw-samples) in streaming mode by time and by labels before data is written to remote storage.
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@ -673,3 +673,13 @@ support the following approaches for hot reloading stream aggregation configs fr
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```
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* By sending HTTP request to `/-/reload` endpoint (e.g. `http://vmagent:8429/-/reload` or `http://victoria-metrics:8428/-/reload).
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## Cluster mode
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If you use [vmagent in cluster mode](https://docs.victoriametrics.com/vmagent.html#scraping-big-number-of-targets) for streaming aggregation
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(with `-promscrape.cluster.*` parameters or with `VMAgent.spec.shardCount > 1` for [vmoperator](https://docs.victoriametrics.com/operator))
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then be careful when aggregating metrics via `by`, `without` or modifying via`*_relabel_configs` parameters, as incorrect usage may result in duplicates and data collision. For example, if more than one vmagent calculates `increase` for metric `http_requests_total` with `by: [path]` directive, then the resulting time series written to the remote database will be indistinguishable, as there is no way to tell to which `instance` the aggregation belongs. The proper fix would be to add a unique aggregation dimension: `by: [instance, path]`. With this change, aggregates between `instances` won't collide.
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If adding a new aggregation dimension isn't feasible (due to cardinality reduction purposes), then it is worth at least differentiating by which vmagent the aggregation was performed. You can do it with `remoteWrite.label` [parameter in vmagent](https://docs.victoriametrics.com/vmagent.html#adding-labels-to-metrics).
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For example, for running in docker or k8s you can use `remoteWrite.label` with `POD_NAME` or `HOSTNAME` environment variable: `remoteWrite.label='vmagent=%{HOSTNAME}'`.
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See [this issue](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4247#issue-1692894073) for details.
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