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Prometheus support parse exemplars from native histogram (#13488)
scrape: support parsing exemplars from native histogram --------- Signed-off-by: Ziqi Zhao <zhaoziqi9146@gmail.com> Signed-off-by: Björn Rabenstein <github@rabenste.in> Co-authored-by: Björn Rabenstein <github@rabenste.in>
This commit is contained in:
Ziqi Zhao
GitHub
parent
ff6c83269c
commit
a93859a52f
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@ -56,6 +56,8 @@ type ProtobufParser struct {
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fieldPos int
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fieldsDone bool // true if no more fields of a Summary or (legacy) Histogram to be processed.
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redoClassic bool // true after parsing a native histogram if we need to parse it again as a classic histogram.
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// exemplarPos is the position within the exemplars slice of a native histogram.
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exemplarPos int
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// exemplarReturned is set to true each time an exemplar has been
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// returned, and set back to false upon each Next() call.
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@ -304,8 +306,9 @@ func (p *ProtobufParser) Metric(l *labels.Labels) string {
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// Exemplar writes the exemplar of the current sample into the passed
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// exemplar. It returns if an exemplar exists or not. In case of a native
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// histogram, the legacy bucket section is still used for exemplars. To ingest
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// all exemplars, call the Exemplar method repeatedly until it returns false.
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// histogram, the exemplars in the native histogram will be returned.
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// If this field is empty, the classic bucket section is still used for exemplars.
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// To ingest all exemplars, call the Exemplar method repeatedly until it returns false.
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func (p *ProtobufParser) Exemplar(ex *exemplar.Exemplar) bool {
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if p.exemplarReturned && p.state == EntrySeries {
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// We only ever return one exemplar per (non-native-histogram) series.
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@ -317,28 +320,42 @@ func (p *ProtobufParser) Exemplar(ex *exemplar.Exemplar) bool {
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case dto.MetricType_COUNTER:
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exProto = m.GetCounter().GetExemplar()
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case dto.MetricType_HISTOGRAM, dto.MetricType_GAUGE_HISTOGRAM:
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bb := m.GetHistogram().GetBucket()
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isClassic := p.state == EntrySeries
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if p.fieldPos < 0 {
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if isClassic {
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return false // At _count or _sum.
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if !isClassic && len(m.GetHistogram().GetExemplars()) > 0 {
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exs := m.GetHistogram().GetExemplars()
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for p.exemplarPos < len(exs) {
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exProto = exs[p.exemplarPos]
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p.exemplarPos++
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if exProto != nil && exProto.GetTimestamp() != nil {
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break
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}
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}
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p.fieldPos = 0 // Start at 1st bucket for native histograms.
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}
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for p.fieldPos < len(bb) {
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exProto = bb[p.fieldPos].GetExemplar()
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if isClassic {
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break
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if exProto != nil && exProto.GetTimestamp() == nil {
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return false
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}
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p.fieldPos++
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// We deliberately drop exemplars with no timestamp only for native histograms.
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if exProto != nil && (isClassic || exProto.GetTimestamp() != nil) {
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break // Found a classic histogram exemplar or a native histogram exemplar with a timestamp.
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} else {
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bb := m.GetHistogram().GetBucket()
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if p.fieldPos < 0 {
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if isClassic {
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return false // At _count or _sum.
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}
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p.fieldPos = 0 // Start at 1st bucket for native histograms.
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}
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for p.fieldPos < len(bb) {
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exProto = bb[p.fieldPos].GetExemplar()
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if isClassic {
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break
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}
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p.fieldPos++
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// We deliberately drop exemplars with no timestamp only for native histograms.
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if exProto != nil && (isClassic || exProto.GetTimestamp() != nil) {
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break // Found a classic histogram exemplar or a native histogram exemplar with a timestamp.
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}
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}
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// If the last exemplar for native histograms has no timestamp, ignore it.
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if !isClassic && exProto.GetTimestamp() == nil {
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return false
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}
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}
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// If the last exemplar for native histograms has no timestamp, ignore it.
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if !isClassic && exProto.GetTimestamp() == nil {
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return false
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}
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default:
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return false
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@ -596,6 +596,105 @@ metric: <
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>
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>
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`,
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`name: "test_histogram_with_native_histogram_exemplars"
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help: "A histogram with native histogram exemplars."
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type: HISTOGRAM
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metric: <
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histogram: <
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sample_count: 175
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sample_sum: 0.0008280461746287094
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bucket: <
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cumulative_count: 2
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upper_bound: -0.0004899999999999998
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>
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bucket: <
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cumulative_count: 4
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upper_bound: -0.0003899999999999998
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exemplar: <
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label: <
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name: "dummyID"
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value: "59727"
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>
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value: -0.00039
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timestamp: <
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seconds: 1625851155
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nanos: 146848499
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>
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>
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>
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bucket: <
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cumulative_count: 16
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upper_bound: -0.0002899999999999998
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exemplar: <
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label: <
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name: "dummyID"
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value: "5617"
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>
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value: -0.00029
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>
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>
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schema: 3
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zero_threshold: 2.938735877055719e-39
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zero_count: 2
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negative_span: <
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offset: -162
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length: 1
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>
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negative_span: <
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offset: 23
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length: 4
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>
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negative_delta: 1
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negative_delta: 3
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negative_delta: -2
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negative_delta: -1
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negative_delta: 1
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positive_span: <
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offset: -161
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length: 1
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>
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positive_span: <
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offset: 8
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length: 3
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>
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positive_delta: 1
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positive_delta: 2
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positive_delta: -1
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positive_delta: -1
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exemplars: <
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label: <
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name: "dummyID"
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value: "59780"
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>
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value: -0.00039
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timestamp: <
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seconds: 1625851155
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nanos: 146848499
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>
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>
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exemplars: <
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label: <
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name: "dummyID"
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value: "5617"
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>
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value: -0.00029
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>
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exemplars: <
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label: <
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name: "dummyID"
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value: "59772"
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>
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value: -0.00052
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timestamp: <
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seconds: 1625851160
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nanos: 156848499
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>
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>
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>
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timestamp_ms: 1234568
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>
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`,
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}
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@ -1141,6 +1240,42 @@ func TestProtobufParse(t *testing.T) {
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"__name__", "test_gaugehistogram_with_createdtimestamp",
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),
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},
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{
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m: "test_histogram_with_native_histogram_exemplars",
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help: "A histogram with native histogram exemplars.",
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},
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{
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m: "test_histogram_with_native_histogram_exemplars",
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typ: model.MetricTypeHistogram,
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},
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{
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m: "test_histogram_with_native_histogram_exemplars",
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t: 1234568,
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shs: &histogram.Histogram{
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Count: 175,
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ZeroCount: 2,
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Sum: 0.0008280461746287094,
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ZeroThreshold: 2.938735877055719e-39,
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Schema: 3,
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PositiveSpans: []histogram.Span{
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{Offset: -161, Length: 1},
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{Offset: 8, Length: 3},
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},
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NegativeSpans: []histogram.Span{
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{Offset: -162, Length: 1},
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{Offset: 23, Length: 4},
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},
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PositiveBuckets: []int64{1, 2, -1, -1},
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NegativeBuckets: []int64{1, 3, -2, -1, 1},
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},
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lset: labels.FromStrings(
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"__name__", "test_histogram_with_native_histogram_exemplars",
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),
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e: []exemplar.Exemplar{
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{Labels: labels.FromStrings("dummyID", "59780"), Value: -0.00039, HasTs: true, Ts: 1625851155146},
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{Labels: labels.FromStrings("dummyID", "59772"), Value: -0.00052, HasTs: true, Ts: 1625851160156},
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},
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},
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},
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},
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{
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@ -1959,6 +2094,100 @@ func TestProtobufParse(t *testing.T) {
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"__name__", "test_gaugehistogram_with_createdtimestamp",
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),
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},
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{ // 94
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m: "test_histogram_with_native_histogram_exemplars",
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help: "A histogram with native histogram exemplars.",
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},
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{ // 95
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m: "test_histogram_with_native_histogram_exemplars",
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typ: model.MetricTypeHistogram,
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},
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{ // 96
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m: "test_histogram_with_native_histogram_exemplars",
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t: 1234568,
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shs: &histogram.Histogram{
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Count: 175,
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ZeroCount: 2,
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Sum: 0.0008280461746287094,
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ZeroThreshold: 2.938735877055719e-39,
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Schema: 3,
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PositiveSpans: []histogram.Span{
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{Offset: -161, Length: 1},
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{Offset: 8, Length: 3},
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},
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NegativeSpans: []histogram.Span{
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{Offset: -162, Length: 1},
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{Offset: 23, Length: 4},
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},
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PositiveBuckets: []int64{1, 2, -1, -1},
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NegativeBuckets: []int64{1, 3, -2, -1, 1},
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},
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lset: labels.FromStrings(
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"__name__", "test_histogram_with_native_histogram_exemplars",
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),
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e: []exemplar.Exemplar{
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{Labels: labels.FromStrings("dummyID", "59780"), Value: -0.00039, HasTs: true, Ts: 1625851155146},
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{Labels: labels.FromStrings("dummyID", "59772"), Value: -0.00052, HasTs: true, Ts: 1625851160156},
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},
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},
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{ // 97
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m: "test_histogram_with_native_histogram_exemplars_count",
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t: 1234568,
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v: 175,
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lset: labels.FromStrings(
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"__name__", "test_histogram_with_native_histogram_exemplars_count",
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),
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},
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{ // 98
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m: "test_histogram_with_native_histogram_exemplars_sum",
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t: 1234568,
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v: 0.0008280461746287094,
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lset: labels.FromStrings(
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"__name__", "test_histogram_with_native_histogram_exemplars_sum",
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),
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},
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{ // 99
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m: "test_histogram_with_native_histogram_exemplars_bucket\xffle\xff-0.0004899999999999998",
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t: 1234568,
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v: 2,
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lset: labels.FromStrings(
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"__name__", "test_histogram_with_native_histogram_exemplars_bucket",
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"le", "-0.0004899999999999998",
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),
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},
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{ // 100
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m: "test_histogram_with_native_histogram_exemplars_bucket\xffle\xff-0.0003899999999999998",
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t: 1234568,
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v: 4,
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lset: labels.FromStrings(
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"__name__", "test_histogram_with_native_histogram_exemplars_bucket",
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"le", "-0.0003899999999999998",
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),
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e: []exemplar.Exemplar{
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{Labels: labels.FromStrings("dummyID", "59727"), Value: -0.00039, HasTs: true, Ts: 1625851155146},
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},
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},
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{ // 101
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m: "test_histogram_with_native_histogram_exemplars_bucket\xffle\xff-0.0002899999999999998",
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t: 1234568,
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v: 16,
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lset: labels.FromStrings(
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"__name__", "test_histogram_with_native_histogram_exemplars_bucket",
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"le", "-0.0002899999999999998",
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),
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e: []exemplar.Exemplar{
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{Labels: labels.FromStrings("dummyID", "5617"), Value: -0.00029, HasTs: false},
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},
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},
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{ // 102
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m: "test_histogram_with_native_histogram_exemplars_bucket\xffle\xff+Inf",
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t: 1234568,
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v: 175,
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lset: labels.FromStrings(
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"__name__", "test_histogram_with_native_histogram_exemplars_bucket",
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"le", "+Inf",
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),
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},
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},
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},
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}
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