// Copyright 2020 The Prometheus Authors // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. package tsdb import ( "context" "sort" "sync" "github.com/prometheus/client_golang/prometheus" "github.com/prometheus/prometheus/pkg/exemplar" "github.com/prometheus/prometheus/pkg/labels" "github.com/prometheus/prometheus/storage" ) type CircularExemplarStorage struct { exemplarsAppended prometheus.Counter exemplarsInStorage prometheus.Gauge seriesWithExemplarsInStorage prometheus.Gauge lastExemplarsTs prometheus.Gauge outOfOrderExemplars prometheus.Counter lock sync.RWMutex exemplars []*circularBufferEntry nextIndex int // Map of series labels as a string to index entry, which points to the first // and last exemplar for the series in the exemplars circular buffer. index map[string]*indexEntry } type indexEntry struct { oldest int newest int seriesLabels labels.Labels } type circularBufferEntry struct { exemplar exemplar.Exemplar next int ref *indexEntry } // NewCircularExemplarStorage creates an circular in memory exemplar storage. // If we assume the average case 95 bytes per exemplar we can fit 5651272 exemplars in // 1GB of extra memory, accounting for the fact that this is heap allocated space. // If len < 1, then the exemplar storage is disabled. func NewCircularExemplarStorage(len int, reg prometheus.Registerer) (ExemplarStorage, error) { if len < 1 { return &noopExemplarStorage{}, nil } c := &CircularExemplarStorage{ exemplars: make([]*circularBufferEntry, len), index: make(map[string]*indexEntry), exemplarsAppended: prometheus.NewCounter(prometheus.CounterOpts{ Name: "prometheus_tsdb_exemplar_exemplars_appended_total", Help: "Total number of appended exemplars.", }), exemplarsInStorage: prometheus.NewGauge(prometheus.GaugeOpts{ Name: "prometheus_tsdb_exemplar_exemplars_in_storage", Help: "Number of exemplars currently in circular storage.", }), seriesWithExemplarsInStorage: prometheus.NewGauge(prometheus.GaugeOpts{ Name: "prometheus_tsdb_exemplar_series_with_exemplars_in_storage", Help: "Number of series with exemplars currently in circular storage.", }), lastExemplarsTs: prometheus.NewGauge(prometheus.GaugeOpts{ Name: "prometheus_tsdb_exemplar_last_exemplars_timestamp_seconds", Help: "The timestamp of the oldest exemplar stored in circular storage. Useful to check for what time" + "range the current exemplar buffer limit allows. This usually means the last timestamp" + "for all exemplars for a typical setup. This is not true though if one of the series timestamp is in future compared to rest series.", }), outOfOrderExemplars: prometheus.NewCounter(prometheus.CounterOpts{ Name: "prometheus_tsdb_exemplar_out_of_order_exemplars_total", Help: "Total number of out of order exemplar ingestion failed attempts", }), } if reg != nil { reg.MustRegister( c.exemplarsAppended, c.exemplarsInStorage, c.seriesWithExemplarsInStorage, c.lastExemplarsTs, c.outOfOrderExemplars, ) } return c, nil } func (ce *CircularExemplarStorage) Appender() *CircularExemplarStorage { return ce } func (ce *CircularExemplarStorage) ExemplarQuerier(_ context.Context) (storage.ExemplarQuerier, error) { return ce, nil } func (ce *CircularExemplarStorage) Querier(_ context.Context) (storage.ExemplarQuerier, error) { return ce, nil } // Select returns exemplars for a given set of label matchers. func (ce *CircularExemplarStorage) Select(start, end int64, matchers ...[]*labels.Matcher) ([]exemplar.QueryResult, error) { ret := make([]exemplar.QueryResult, 0) ce.lock.RLock() defer ce.lock.RUnlock() // Loop through each index entry, which will point us to first/last exemplar for each series. for _, idx := range ce.index { var se exemplar.QueryResult e := ce.exemplars[idx.oldest] if e.exemplar.Ts > end || ce.exemplars[idx.newest].exemplar.Ts < start { continue } if !matchesSomeMatcherSet(idx.seriesLabels, matchers) { continue } se.SeriesLabels = idx.seriesLabels // Loop through all exemplars in the circular buffer for the current series. for e.exemplar.Ts <= end { if e.exemplar.Ts >= start { se.Exemplars = append(se.Exemplars, e.exemplar) } if e.next == -1 { break } e = ce.exemplars[e.next] } if len(se.Exemplars) > 0 { ret = append(ret, se) } } sort.Slice(ret, func(i, j int) bool { return labels.Compare(ret[i].SeriesLabels, ret[j].SeriesLabels) < 0 }) return ret, nil } func matchesSomeMatcherSet(lbls labels.Labels, matchers [][]*labels.Matcher) bool { Outer: for _, ms := range matchers { for _, m := range ms { if !m.Matches(lbls.Get(m.Name)) { continue Outer } } return true } return false } func (ce *CircularExemplarStorage) AddExemplar(l labels.Labels, e exemplar.Exemplar) error { seriesLabels := l.String() // TODO(bwplotka): This lock can lock all scrapers, there might high contention on this on scale. // Optimize by moving the lock to be per series (& benchmark it). ce.lock.Lock() defer ce.lock.Unlock() idx, ok := ce.index[seriesLabels] if !ok { ce.index[seriesLabels] = &indexEntry{oldest: ce.nextIndex, seriesLabels: l} } else { // Check for duplicate vs last stored exemplar for this series. // NB these are expected, add appending them is a no-op. if ce.exemplars[idx.newest].exemplar.Equals(e) { return nil } if e.Ts <= ce.exemplars[idx.newest].exemplar.Ts { ce.outOfOrderExemplars.Inc() return storage.ErrOutOfOrderExemplar } ce.exemplars[ce.index[seriesLabels].newest].next = ce.nextIndex } if prev := ce.exemplars[ce.nextIndex]; prev == nil { ce.exemplars[ce.nextIndex] = &circularBufferEntry{} } else { // There exists exemplar already on this ce.nextIndex entry, drop it, to make place // for others. prevLabels := prev.ref.seriesLabels.String() if prev.next == -1 { // Last item for this series, remove index entry. delete(ce.index, prevLabels) } else { ce.index[prevLabels].oldest = prev.next } } // Default the next value to -1 (which we use to detect that we've iterated through all exemplars for a series in Select) // since this is the first exemplar stored for this series. ce.exemplars[ce.nextIndex].exemplar = e ce.exemplars[ce.nextIndex].next = -1 ce.exemplars[ce.nextIndex].ref = ce.index[seriesLabels] ce.index[seriesLabels].newest = ce.nextIndex ce.nextIndex = (ce.nextIndex + 1) % len(ce.exemplars) ce.exemplarsAppended.Inc() ce.seriesWithExemplarsInStorage.Set(float64(len(ce.index))) if next := ce.exemplars[ce.nextIndex]; next != nil { ce.exemplarsInStorage.Set(float64(len(ce.exemplars))) ce.lastExemplarsTs.Set(float64(next.exemplar.Ts)) return nil } // We did not yet fill the buffer. ce.exemplarsInStorage.Set(float64(ce.nextIndex)) ce.lastExemplarsTs.Set(float64(ce.exemplars[0].exemplar.Ts)) return nil } type noopExemplarStorage struct{} func (noopExemplarStorage) AddExemplar(l labels.Labels, e exemplar.Exemplar) error { return nil } func (noopExemplarStorage) ExemplarQuerier(context.Context) (storage.ExemplarQuerier, error) { return &noopExemplarQuerier{}, nil } type noopExemplarQuerier struct{} func (noopExemplarQuerier) Select(_, _ int64, _ ...[]*labels.Matcher) ([]exemplar.QueryResult, error) { return nil, nil }