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rebase: update kubernetes to v1.25.0
update kubernetes to latest v1.25.0 release. Signed-off-by: Madhu Rajanna <madhupr007@gmail.com>
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203
vendor/k8s.io/component-base/metrics/prometheusextension/weighted_histogram.go
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203
vendor/k8s.io/component-base/metrics/prometheusextension/weighted_histogram.go
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/*
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Copyright 2022 The Kubernetes Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package prometheusextension
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import (
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"fmt"
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"math"
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"sort"
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"sync"
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"github.com/prometheus/client_golang/prometheus"
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dto "github.com/prometheus/client_model/go"
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)
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// WeightedHistogram generalizes Histogram: each observation has
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// an associated _weight_. For a given `x` and `N`,
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// `1` call on `ObserveWithWeight(x, N)` has the same meaning as
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// `N` calls on `ObserveWithWeight(x, 1)`.
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// The weighted sum might differ slightly due to the use of
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// floating point, although the implementation takes some steps
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// to mitigate that.
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// If every weight were 1,
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// this would be the same as the existing Histogram abstraction.
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type WeightedHistogram interface {
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prometheus.Metric
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prometheus.Collector
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WeightedObserver
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}
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// WeightedObserver generalizes the Observer interface.
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type WeightedObserver interface {
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// Set the variable to the given value with the given weight.
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ObserveWithWeight(value float64, weight uint64)
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}
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// WeightedHistogramOpts is the same as for an ordinary Histogram
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type WeightedHistogramOpts = prometheus.HistogramOpts
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// NewWeightedHistogram creates a new WeightedHistogram
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func NewWeightedHistogram(opts WeightedHistogramOpts) (WeightedHistogram, error) {
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desc := prometheus.NewDesc(
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prometheus.BuildFQName(opts.Namespace, opts.Subsystem, opts.Name),
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wrapWeightedHelp(opts.Help),
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nil,
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opts.ConstLabels,
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)
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return newWeightedHistogram(desc, opts)
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}
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func wrapWeightedHelp(given string) string {
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return "EXPERIMENTAL: " + given
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}
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func newWeightedHistogram(desc *prometheus.Desc, opts WeightedHistogramOpts, variableLabelValues ...string) (*weightedHistogram, error) {
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if len(opts.Buckets) == 0 {
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opts.Buckets = prometheus.DefBuckets
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}
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for i, upperBound := range opts.Buckets {
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if i < len(opts.Buckets)-1 {
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if upperBound >= opts.Buckets[i+1] {
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return nil, fmt.Errorf(
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"histogram buckets must be in increasing order: %f >= %f",
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upperBound, opts.Buckets[i+1],
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)
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}
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} else {
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if math.IsInf(upperBound, +1) {
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// The +Inf bucket is implicit. Remove it here.
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opts.Buckets = opts.Buckets[:i]
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}
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}
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}
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upperBounds := make([]float64, len(opts.Buckets))
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copy(upperBounds, opts.Buckets)
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return &weightedHistogram{
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desc: desc,
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variableLabelValues: variableLabelValues,
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upperBounds: upperBounds,
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buckets: make([]uint64, len(upperBounds)+1),
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hotCount: initialHotCount,
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}, nil
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}
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type weightedHistogram struct {
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desc *prometheus.Desc
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variableLabelValues []string
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upperBounds []float64 // exclusive of +Inf
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lock sync.Mutex // applies to all the following
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// buckets is longer by one than upperBounds.
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// For 0 <= idx < len(upperBounds), buckets[idx] holds the
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// accumulated time.Duration that value has been <=
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// upperBounds[idx] but not <= upperBounds[idx-1].
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// buckets[len(upperBounds)] holds the accumulated
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// time.Duration when value fit in no other bucket.
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buckets []uint64
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// sumHot + sumCold is the weighted sum of value.
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// Rather than risk loss of precision in one
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// float64, we do this sum hierarchically. Many successive
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// increments are added into sumHot; once in a while
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// the magnitude of sumHot is compared to the magnitude
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// of sumCold and, if the ratio is high enough,
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// sumHot is transferred into sumCold.
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sumHot float64
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sumCold float64
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transferThreshold float64 // = math.Abs(sumCold) / 2^26 (that's about half of the bits of precision in a float64)
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// hotCount is used to decide when to consider dumping sumHot into sumCold.
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// hotCount counts upward from initialHotCount to zero.
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hotCount int
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}
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// initialHotCount is the negative of the number of terms
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// that are summed into sumHot before considering whether
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// to transfer to sumCold. This only has to be big enough
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// to make the extra floating point operations occur in a
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// distinct minority of cases.
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const initialHotCount = -15
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var _ WeightedHistogram = &weightedHistogram{}
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var _ prometheus.Metric = &weightedHistogram{}
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var _ prometheus.Collector = &weightedHistogram{}
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func (sh *weightedHistogram) ObserveWithWeight(value float64, weight uint64) {
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idx := sort.SearchFloat64s(sh.upperBounds, value)
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sh.lock.Lock()
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defer sh.lock.Unlock()
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sh.updateLocked(idx, value, weight)
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}
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func (sh *weightedHistogram) observeWithWeightLocked(value float64, weight uint64) {
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idx := sort.SearchFloat64s(sh.upperBounds, value)
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sh.updateLocked(idx, value, weight)
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}
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func (sh *weightedHistogram) updateLocked(idx int, value float64, weight uint64) {
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sh.buckets[idx] += weight
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newSumHot := sh.sumHot + float64(weight)*value
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sh.hotCount++
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if sh.hotCount >= 0 {
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sh.hotCount = initialHotCount
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if math.Abs(newSumHot) > sh.transferThreshold {
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newSumCold := sh.sumCold + newSumHot
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sh.sumCold = newSumCold
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sh.transferThreshold = math.Abs(newSumCold / 67108864)
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sh.sumHot = 0
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return
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}
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}
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sh.sumHot = newSumHot
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}
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func (sh *weightedHistogram) Desc() *prometheus.Desc {
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return sh.desc
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}
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func (sh *weightedHistogram) Write(dest *dto.Metric) error {
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count, sum, buckets := func() (uint64, float64, map[float64]uint64) {
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sh.lock.Lock()
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defer sh.lock.Unlock()
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nBounds := len(sh.upperBounds)
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buckets := make(map[float64]uint64, nBounds)
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var count uint64
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for idx, upperBound := range sh.upperBounds {
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count += sh.buckets[idx]
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buckets[upperBound] = count
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}
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count += sh.buckets[nBounds]
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return count, sh.sumHot + sh.sumCold, buckets
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}()
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metric, err := prometheus.NewConstHistogram(sh.desc, count, sum, buckets, sh.variableLabelValues...)
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if err != nil {
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return err
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}
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return metric.Write(dest)
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}
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func (sh *weightedHistogram) Describe(ch chan<- *prometheus.Desc) {
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ch <- sh.desc
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}
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func (sh *weightedHistogram) Collect(ch chan<- prometheus.Metric) {
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ch <- sh
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}
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