package common import ( "flag" "github.com/VictoriaMetrics/VictoriaMetrics/app/vmstorage" "github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil" "github.com/VictoriaMetrics/VictoriaMetrics/lib/fasttime" "github.com/VictoriaMetrics/VictoriaMetrics/lib/logger" "github.com/VictoriaMetrics/VictoriaMetrics/lib/prompbmarshal" "github.com/VictoriaMetrics/VictoriaMetrics/lib/promrelabel" "github.com/VictoriaMetrics/VictoriaMetrics/lib/storage" "github.com/VictoriaMetrics/VictoriaMetrics/lib/streamaggr" ) var ( streamAggrConfig = flag.String("streamAggr.config", "", "Optional path to file with stream aggregation config. "+ "See https://docs.victoriametrics.com/stream-aggregation.html . "+ "See also -remoteWrite.streamAggr.keepInput and -streamAggr.dedupInterval") streamAggrKeepInput = flag.Bool("streamAggr.keepInput", false, "Whether to keep input samples after the aggregation with -streamAggr.config. "+ "By default the input is dropped after the aggregation, so only the aggregate data is stored. "+ "See https://docs.victoriametrics.com/stream-aggregation.html") streamAggrDedupInterval = flag.Duration("streamAggr.dedupInterval", 0, "Input samples are de-duplicated with this interval before being aggregated. "+ "Only the last sample per each time series per each interval is aggregated if the interval is greater than zero") ) // InitStreamAggr must be called after flag.Parse and before using the common package. // // MustStopStreamAggr must be called when stream aggr is no longer needed. func InitStreamAggr() { if *streamAggrConfig == "" { // Nothing to initialize return } a, err := streamaggr.LoadFromFile(*streamAggrConfig, pushAggregateSeries, *streamAggrDedupInterval) if err != nil { logger.Fatalf("cannot load -streamAggr.config=%q: %s", *streamAggrConfig, err) } sa = a } // MustStopStreamAggr stops stream aggregators. func MustStopStreamAggr() { sa.MustStop() sa = nil } var sa *streamaggr.Aggregators type streamAggrCtx struct { mn storage.MetricName tss [1]prompbmarshal.TimeSeries } func (ctx *streamAggrCtx) Reset() { ctx.mn.Reset() ts := &ctx.tss[0] promrelabel.CleanLabels(ts.Labels) } func (ctx *streamAggrCtx) push(mrs []storage.MetricRow) { mn := &ctx.mn tss := ctx.tss[:] ts := &tss[0] labels := ts.Labels samples := ts.Samples for _, mr := range mrs { if err := mn.UnmarshalRaw(mr.MetricNameRaw); err != nil { logger.Panicf("BUG: cannot unmarshal recently marshaled MetricName: %s", err) } labels = append(labels[:0], prompbmarshal.Label{ Name: "__name__", Value: bytesutil.ToUnsafeString(mn.MetricGroup), }) for _, tag := range mn.Tags { labels = append(labels, prompbmarshal.Label{ Name: bytesutil.ToUnsafeString(tag.Key), Value: bytesutil.ToUnsafeString(tag.Value), }) } samples = append(samples[:0], prompbmarshal.Sample{ Timestamp: mr.Timestamp, Value: mr.Value, }) ts.Labels = labels ts.Samples = samples sa.Push(tss) } } func pushAggregateSeries(tss []prompbmarshal.TimeSeries) { currentTimestamp := int64(fasttime.UnixTimestamp()) * 1000 var ctx InsertCtx ctx.Reset(len(tss)) ctx.skipStreamAggr = true for _, ts := range tss { labels := ts.Labels for _, label := range labels { name := label.Name if name == "__name__" { name = "" } ctx.AddLabel(name, label.Value) } value := ts.Samples[0].Value if err := ctx.WriteDataPoint(nil, ctx.Labels, currentTimestamp, value); err != nil { logger.Errorf("cannot store aggregate series: %s", err) // Do not continue pushing the remaining samples, since it is likely they will return the same error. return } } // There is no need in limiting the number of concurrent calls to vmstorage.AddRows() here, // since the number of concurrent pushAggregateSeries() calls should be already limited by lib/streamaggr. if err := vmstorage.AddRows(ctx.mrs); err != nil { logger.Errorf("cannot flush aggregate series: %s", err) } }