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fix(histogram): handling +Inf bucket count and metric label
Signed-off-by: Naman-B-Parlecha <namanparlecha@gmail.com>
This commit is contained in:
parent
1df1f53ea0
commit
f14c515cbe
2 changed files with 34 additions and 44 deletions
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@ -18,14 +18,18 @@ import (
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"fmt"
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"math"
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"github.com/prometheus/common/model"
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"github.com/prometheus/prometheus/model/labels"
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)
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// ConvertNHCBToClassic converts Native Histogram Custom Buckets (NHCB) to classic histogram series.
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// This conversion is needed in various scenarios where users need to get NHCB back to classic histogram format,
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// such as Remote Write v1 for external system compatibility and migration use cases.
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//
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// When calling this function, caller must ensure that provided nhcb is valid NHCB histogram.
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func ConvertNHCBToClassic(nhcb any, lset labels.Labels, lsetBuilder *labels.Builder, emitSeriesFn func(labels labels.Labels, value float64) error) error {
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baseName := lset.Get("__name__")
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baseName := lset.Get(model.MetricNameLabel)
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if baseName == "" {
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return errors.New("metric name label '__name__' is missing")
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}
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@ -50,21 +54,14 @@ func ConvertNHCBToClassic(nhcb any, lset labels.Labels, lsetBuilder *labels.Buil
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return errors.New("unsupported histogram schema, not a NHCB")
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}
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filledBuckets := 0
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totalBuckets := 0
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for _, span := range h.PositiveSpans {
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filledBuckets += int(span.Length)
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totalBuckets += int(span.Offset) + int(span.Length)
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}
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if filledBuckets != len(h.PositiveBuckets) {
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return errors.New("mismatched lengths of positive buckets and spans")
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}
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if totalBuckets > len(h.CustomValues) {
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return errors.New("mismatched lengths of custom values and buckets from span calculation")
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// Validate the histogram before conversion.
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// The caller must ensure that the provided histogram is valid NHCB.
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if h.Validate() != nil {
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return errors.New(h.Validate().Error())
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}
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customValues = h.CustomValues
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positiveBuckets = make([]float64, len(customValues))
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positiveBuckets = make([]float64, len(customValues)+1)
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// Histograms are in delta format so we first bring them to absolute format.
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acc := int64(0)
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@ -87,21 +84,13 @@ func ConvertNHCBToClassic(nhcb any, lset labels.Labels, lsetBuilder *labels.Buil
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return errors.New("unsupported histogram schema, not a NHCB")
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}
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filledBuckets := 0
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totalBuckets := 0
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for _, s := range h.PositiveSpans {
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filledBuckets += int(s.Length)
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totalBuckets += int(s.Offset) + int(s.Length)
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// Validate the histogram before conversion.
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// The caller must ensure that the provided histogram is valid NHCB.
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if h.Validate() != nil {
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return errors.New(h.Validate().Error())
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}
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if filledBuckets != len(h.PositiveBuckets) {
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return errors.New("mismatched lengths of positive buckets and spans")
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}
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if totalBuckets > len(h.CustomValues) {
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return errors.New("mismatched lengths of custom values and buckets from span calculation")
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}
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customValues = h.CustomValues
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positiveBuckets = make([]float64, len(customValues))
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positiveBuckets = make([]float64, len(customValues)+1)
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for _, span := range h.PositiveSpans {
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// Since Float Histogram is already in absolute format we should
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@ -120,39 +109,34 @@ func ConvertNHCBToClassic(nhcb any, lset labels.Labels, lsetBuilder *labels.Buil
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return fmt.Errorf("unsupported histogram type: %T", h)
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}
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// Each customValue corresponds to a positive bucket (aligned with the "le" label).
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// The lengths of customValues and positiveBuckets must match to avoid inconsistencies
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// while mapping bucket counts to their upper bounds.
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if len(customValues) != len(positiveBuckets) {
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return errors.New("mismatched lengths of custom values and positive buckets")
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}
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currCount := float64(0)
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for i, val := range customValues {
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currCount += positiveBuckets[i]
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lsetBuilder.Reset(lset)
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lsetBuilder.Set("__name__", baseName+"_bucket")
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lsetBuilder.Set("le", labels.FormatOpenMetricsFloat(val))
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lsetBuilder.Set(model.MetricNameLabel, baseName+"_bucket")
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lsetBuilder.Set(model.BucketLabel, labels.FormatOpenMetricsFloat(val))
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if err := emitSeriesFn(lsetBuilder.Labels(), currCount); err != nil {
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return err
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}
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}
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currCount += positiveBuckets[len(positiveBuckets)-1]
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lsetBuilder.Reset(lset)
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lsetBuilder.Set("__name__", baseName+"_bucket")
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lsetBuilder.Set("le", labels.FormatOpenMetricsFloat(math.Inf(1)))
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lsetBuilder.Set(model.MetricNameLabel, baseName+"_bucket")
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lsetBuilder.Set(model.BucketLabel, labels.FormatOpenMetricsFloat(math.Inf(1)))
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if err := emitSeriesFn(lsetBuilder.Labels(), currCount); err != nil {
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return err
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}
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lsetBuilder.Reset(lset)
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lsetBuilder.Set("__name__", baseName+"_count")
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lsetBuilder.Set(model.MetricNameLabel, baseName+"_count")
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if err := emitSeriesFn(lsetBuilder.Labels(), count); err != nil {
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return err
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}
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lsetBuilder.Reset(lset)
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lsetBuilder.Set("__name__", baseName+"_sum")
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lsetBuilder.Set(model.MetricNameLabel, baseName+"_sum")
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if err := emitSeriesFn(lsetBuilder.Labels(), sum); err != nil {
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return err
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}
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@ -136,7 +136,7 @@ func TestConvertNHCBToClassicHistogram(t *testing.T) {
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},
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},
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{
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name: "mismatched bucket lengths with more filled bucket count",
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name: "extra bucket counts than custom values",
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nhcb: &Histogram{
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CustomValues: []float64{1, 2},
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PositiveBuckets: []int64{10, 20, 30},
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@ -145,8 +145,14 @@ func TestConvertNHCBToClassicHistogram(t *testing.T) {
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Sum: 100.0,
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Schema: CustomBucketsSchema,
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},
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labels: labels.FromStrings("__name__", "test_metric_bucket"),
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expectErr: true,
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labels: labels.FromStrings("__name__", "test_metric"),
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expected: []sample{
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{lset: labels.FromStrings("__name__", "test_metric_bucket", "le", "1.0"), val: 10},
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{lset: labels.FromStrings("__name__", "test_metric_bucket", "le", "2.0"), val: 40},
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{lset: labels.FromStrings("__name__", "test_metric_bucket", "le", "+Inf"), val: 100},
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{lset: labels.FromStrings("__name__", "test_metric_count"), val: 100},
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{lset: labels.FromStrings("__name__", "test_metric_sum"), val: 100},
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},
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},
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{
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name: "mismatched bucket lengths with less filled bucket count",
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@ -234,7 +240,7 @@ func TestConvertNHCBToClassicHistogram(t *testing.T) {
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{1, 2},
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},
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PositiveBuckets: []int64{1, 2, 3, 4, 5}, // 1 -> 3 -> 3 -> 3 -> 3 -> 3 -> 6 ->6 ->10 -> 15
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Count: 53, // 1 -> 4 -> 7 -> 10 -> 13 -> 16 -> 22 -> 28 -> 38 -> 53
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Count: 35, // 1 -> 4 -> 7 -> 10 -> 13 -> 16 -> 22 -> 28 -> 38 -> 53
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Sum: 123,
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},
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labels: labels.FromStrings("__name__", "test_metric"),
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@ -250,7 +256,7 @@ func TestConvertNHCBToClassicHistogram(t *testing.T) {
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{lset: labels.FromStrings("__name__", "test_metric_bucket", "le", "9.0"), val: 38},
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{lset: labels.FromStrings("__name__", "test_metric_bucket", "le", "10.0"), val: 53},
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{lset: labels.FromStrings("__name__", "test_metric_bucket", "le", "+Inf"), val: 53},
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{lset: labels.FromStrings("__name__", "test_metric_count"), val: 53},
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{lset: labels.FromStrings("__name__", "test_metric_count"), val: 35},
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{lset: labels.FromStrings("__name__", "test_metric_sum"), val: 123},
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},
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},
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