Beispiel #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)

}
Beispiel #2
0
func (self *Message) UnmarshalJSON(data []byte) error {
	var jsonMap map[string]interface{}
	dec := json.NewDecoder(bytes.NewReader(data))
	dec.UseNumber()
	if err := dec.Decode(&jsonMap); err != nil {
		return err
	}
	if entity, ok := jsonMap["entity"]; ok {
		self.entity = entity.(string)
	}
	if message, ok := jsonMap["message"]; ok {
		self.message = message.(string)
	}
	if iTimestamp, ok := jsonMap["timestamp"]; ok {
		timestamp := iTimestamp.(json.Number)
		t, _ := timestamp.Int64()
		self.SetTimestamp(net.Millis(t))
	}
	if iSeverity, ok := jsonMap["severity"]; ok {
		severity := iSeverity.(string)
		s := Severity(severity)
		self.severity = &(s)
	}
	if iType, ok := jsonMap["type"]; ok {
		mType := iType.(string)
		self.mType = &(mType)
	}
	if iSource, ok := jsonMap["source"]; ok {
		iSource := iSource.(string)
		self.source = &(iSource)
	}
	if tags, ok := jsonMap["tags"]; ok {
		self.tags = map[string]string{}
		t := tags.(map[string]interface{})
		for key, val := range t {
			str := val.(string)
			self.tags[key] = str
		}
	}
	return nil
}
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)
			}
		}
	}
}