Пример #1
0
func (self *Storage) selfMetricSendTask() {
	timestamp := net.Millis(time.Now().UnixNano() / 1e6)
	writeCommunicatorMetricValues := self.writeCommunicator.SelfMetricValues()

	seriesCommands := []*net.SeriesCommand{}
	for _, metricValue := range writeCommunicatorMetricValues {
		seriesCommand := net.NewSeriesCommand(self.selfMetricsEntity, self.metricPrefix+"."+metricValue.name, metricValue.value).
			SetTimestamp(timestamp)
		for name, val := range metricValue.tags {
			seriesCommand.SetTag(name, val)
		}
		seriesCommands = append(seriesCommands, seriesCommand)
	}

	seriesCommand := net.NewSeriesCommand(self.selfMetricsEntity, self.metricPrefix+".memstore.entities.count", net.Int64(self.memstore.EntitiesCount())).SetTimestamp(timestamp)
	seriesCommands = append(seriesCommands, seriesCommand)
	seriesCommand = net.NewSeriesCommand(self.selfMetricsEntity, self.metricPrefix+".memstore.messages.count", net.Int64(self.memstore.MessagesCount())).SetTimestamp(timestamp)
	seriesCommands = append(seriesCommands, seriesCommand)
	seriesCommand = net.NewSeriesCommand(self.selfMetricsEntity, self.metricPrefix+".memstore.properties.count", net.Int64(self.memstore.PropertiesCount())).SetTimestamp(timestamp)
	seriesCommands = append(seriesCommands, seriesCommand)
	seriesCommand = net.NewSeriesCommand(self.selfMetricsEntity, self.metricPrefix+".memstore.series-commands.count", net.Int64(self.memstore.SeriesCommandCount())).SetTimestamp(timestamp)
	seriesCommands = append(seriesCommands, seriesCommand)
	seriesCommand = net.NewSeriesCommand(self.selfMetricsEntity, self.metricPrefix+".memstore.size", net.Int64(self.memstore.Size())).SetTimestamp(timestamp)
	seriesCommands = append(seriesCommands, seriesCommand)
	self.writeCommunicator.PriorSendData(seriesCommands, nil, nil, nil)

}
func (self *DataCompacter) Filter(group string, seriesCommands []*net.SeriesCommand) []*net.SeriesCommand {
	self.Lock()
	defer self.Unlock()
	output := []*net.SeriesCommand{}

	if _, ok := self.buffer[group]; ok {
		for _, seriesCommand := range seriesCommands {
			if seriesCommand.Timestamp() != nil {
				timestamp := *seriesCommand.Timestamp()
				var newSc *net.SeriesCommand
				for metric, val := range seriesCommand.Metrics() {
					key := getKey(seriesCommand.Entity(), metric, seriesCommand.Tags())
					if _, ok := self.buffer[group][key]; !ok ||
						hasChangedEnough(self.buffer[group][key].Value, val, self.groupParams[group].Threshold) ||
						time.Duration(timestamp-self.buffer[group][key].Time)*time.Millisecond >= self.groupParams[group].Interval ||
						time.Duration(timestamp-self.buffer[group][key].Time)*time.Millisecond < 0 {

						if newSc == nil {
							newSc = net.NewSeriesCommand(seriesCommand.Entity(), metric, val).SetTimestamp(timestamp)
							for name, val := range seriesCommand.Tags() {
								newSc.SetTag(name, val)
							}
						} else {
							newSc.SetMetricValue(metric, val)
						}

						if _, ok := self.buffer[group][key]; !ok ||
							time.Duration(timestamp-self.buffer[group][key].Time)*time.Millisecond > 0 {

							self.buffer[group][key] = sample{Time: timestamp, Value: val}
						}
					}
				}
				if newSc != nil {
					output = append(output, newSc)
				}
			} else {
				output = append(output, seriesCommand)
			}
		}
	} else {
		output = append(output, seriesCommands...)
	}
	return output
}
func TestDataCompacter(t *testing.T) {
	cases := []*struct {
		Name        string
		GroupParams map[string]DeduplicationParams
		Group       map[string]struct {
			InputSeriesCommands    []*net.SeriesCommand
			ExpectedSeriesCommands []*net.SeriesCommand
		}
	}{
		{
			Name: "Testing interval behavior",
			GroupParams: map[string]DeduplicationParams{
				"test01": {Threshold: Absolute(0), Interval: 1 * time.Second},
				"test02": {Threshold: Absolute(0), Interval: 2 * time.Second},
				"test03": {Threshold: Absolute(0), Interval: 3 * time.Second},
				"test04": {Threshold: Absolute(0), Interval: 4 * time.Second},
				"test05": {Threshold: Absolute(0), Interval: 5 * time.Second},
			},
			Group: map[string]struct {
				InputSeriesCommands    []*net.SeriesCommand
				ExpectedSeriesCommands []*net.SeriesCommand
			}{
				"test01": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(14000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(14000)),
					},
				},
				"test02": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(14000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(13000)),
					},
				},
				"test03": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(14000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(13000)),
					},
				},
				"test04": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(14000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(400)).SetTimestamp(net.Millis(13000)),
					},
				},
				"test05": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(14000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(500)).SetTimestamp(net.Millis(11000)),
					},
				},
			},
		},
		{
			Name: "Testing threshold behavior",
			GroupParams: map[string]DeduplicationParams{
				"test01": {Threshold: Percent(0.1), Interval: time.Minute},
				"test02": {Threshold: Percent(0.2), Interval: time.Minute},
				"test03": {Threshold: Percent(0.3), Interval: time.Minute},
				"test04": {Threshold: Percent(0.4), Interval: time.Minute},
				"test05": {Threshold: Percent(0.5), Interval: time.Minute},
				"test06": {Threshold: Percent(0), Interval: time.Minute},
			},
			Group: map[string]struct {
				InputSeriesCommands    []*net.SeriesCommand
				ExpectedSeriesCommands []*net.SeriesCommand
			}{
				"test01": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(110)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(120)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(130)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(140)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(150)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(170)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(180)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(190)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(210)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(220)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(230)).SetTimestamp(net.Millis(14000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(240)).SetTimestamp(net.Millis(15000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(250)).SetTimestamp(net.Millis(16000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(260)).SetTimestamp(net.Millis(17000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(270)).SetTimestamp(net.Millis(18000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(280)).SetTimestamp(net.Millis(19000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(290)).SetTimestamp(net.Millis(20000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(300)).SetTimestamp(net.Millis(21000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(120)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(140)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(180)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(230)).SetTimestamp(net.Millis(14000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(260)).SetTimestamp(net.Millis(17000)),
						net.NewSeriesCommand("entity001", "metric001", net.Float64(290)).SetTimestamp(net.Millis(20000)),
					},
				},
				"test02": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity002", "metric002", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(110)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(120)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(130)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(140)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(150)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(170)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(180)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(190)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(210)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(220)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(230)).SetTimestamp(net.Millis(14000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(240)).SetTimestamp(net.Millis(15000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(250)).SetTimestamp(net.Millis(16000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(260)).SetTimestamp(net.Millis(17000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(270)).SetTimestamp(net.Millis(18000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(280)).SetTimestamp(net.Millis(19000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(290)).SetTimestamp(net.Millis(20000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(300)).SetTimestamp(net.Millis(21000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity002", "metric002", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(130)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity002", "metric002", net.Float64(250)).SetTimestamp(net.Millis(16000)),
					},
				},
				"test03": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity003", "metric003", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(110)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(120)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(130)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(140)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(150)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(170)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(180)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(190)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(210)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(220)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(230)).SetTimestamp(net.Millis(14000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(240)).SetTimestamp(net.Millis(15000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(250)).SetTimestamp(net.Millis(16000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(260)).SetTimestamp(net.Millis(17000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(270)).SetTimestamp(net.Millis(18000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(280)).SetTimestamp(net.Millis(19000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(290)).SetTimestamp(net.Millis(20000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(300)).SetTimestamp(net.Millis(21000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity003", "metric003", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(140)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(190)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity003", "metric003", net.Float64(250)).SetTimestamp(net.Millis(16000)),
					},
				},
				"test04": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity004", "metric004", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(110)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(120)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(130)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(140)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(150)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(170)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(180)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(190)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(210)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(220)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(230)).SetTimestamp(net.Millis(14000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(240)).SetTimestamp(net.Millis(15000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(250)).SetTimestamp(net.Millis(16000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(260)).SetTimestamp(net.Millis(17000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(270)).SetTimestamp(net.Millis(18000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(280)).SetTimestamp(net.Millis(19000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(290)).SetTimestamp(net.Millis(20000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(300)).SetTimestamp(net.Millis(21000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity004", "metric004", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(150)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity004", "metric004", net.Float64(220)).SetTimestamp(net.Millis(13000)),
					},
				},
				"test05": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(110)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(120)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(130)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(140)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(150)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(170)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(180)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(190)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(210)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(220)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(230)).SetTimestamp(net.Millis(14000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(240)).SetTimestamp(net.Millis(15000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(250)).SetTimestamp(net.Millis(16000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(260)).SetTimestamp(net.Millis(17000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(270)).SetTimestamp(net.Millis(18000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(280)).SetTimestamp(net.Millis(19000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(290)).SetTimestamp(net.Millis(20000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(300)).SetTimestamp(net.Millis(21000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(250)).SetTimestamp(net.Millis(16000)),
					},
				},
				"test06": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(2000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(3000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(4000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(5000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(6000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(170)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(180)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(190)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(210)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(220)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(230)).SetTimestamp(net.Millis(14000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(240)).SetTimestamp(net.Millis(15000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(250)).SetTimestamp(net.Millis(16000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(260)).SetTimestamp(net.Millis(17000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(270)).SetTimestamp(net.Millis(18000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(280)).SetTimestamp(net.Millis(19000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(290)).SetTimestamp(net.Millis(20000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(300)).SetTimestamp(net.Millis(21000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity005", "metric005", net.Float64(100)).SetTimestamp(net.Millis(1000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(160)).SetTimestamp(net.Millis(7000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(170)).SetTimestamp(net.Millis(8000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(180)).SetTimestamp(net.Millis(9000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(190)).SetTimestamp(net.Millis(10000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(200)).SetTimestamp(net.Millis(11000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(210)).SetTimestamp(net.Millis(12000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(220)).SetTimestamp(net.Millis(13000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(230)).SetTimestamp(net.Millis(14000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(240)).SetTimestamp(net.Millis(15000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(250)).SetTimestamp(net.Millis(16000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(260)).SetTimestamp(net.Millis(17000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(270)).SetTimestamp(net.Millis(18000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(280)).SetTimestamp(net.Millis(19000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(290)).SetTimestamp(net.Millis(20000)),
						net.NewSeriesCommand("entity005", "metric005", net.Float64(300)).SetTimestamp(net.Millis(21000)),
					},
				},
			},
		},
		{
			Name: "Testing group behavior",
			GroupParams: map[string]DeduplicationParams{
				"test02": {Threshold: Absolute(0.5), Interval: time.Minute},
			},
			Group: map[string]struct {
				InputSeriesCommands    []*net.SeriesCommand
				ExpectedSeriesCommands []*net.SeriesCommand
			}{
				"test01": {
					InputSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(1000)),
					},
					ExpectedSeriesCommands: []*net.SeriesCommand{
						net.NewSeriesCommand("entity001", "metric001", net.Float64(100)).SetTimestamp(net.Millis(1000)),
					},
				},
			},
		},
	}

	for _, c := range cases {
		dataCompacter := NewDataCompacter(c.GroupParams)

		for groupName, io := range c.Group {
			filteredSeries := dataCompacter.Filter(groupName, io.InputSeriesCommands)

			if !reflect.DeepEqual(filteredSeries, io.ExpectedSeriesCommands) {
				t.Error(c.Name, groupName, " unexpected result: ", filteredSeries, io.ExpectedSeriesCommands)
			}
		}
	}
}