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Implement histogram statistics decoder #14097

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8 changes: 8 additions & 0 deletions promql/bench_test.go
Original file line number Diff line number Diff line change
Expand Up @@ -323,6 +323,14 @@ func BenchmarkNativeHistograms(b *testing.B) {
name: "sum rate with long rate interval",
query: "sum(rate(native_histogram_series[20m]))",
},
{
name: "histogram_count with short rate interval",
query: "histogram_count(sum(rate(native_histogram_series[2m])))",
},
{
name: "histogram_count with long rate interval",
query: "histogram_count(sum(rate(native_histogram_series[20m])))",
},
}

opts := promql.EngineOpts{
Expand Down
49 changes: 49 additions & 0 deletions promql/engine.go
Original file line number Diff line number Diff line change
Expand Up @@ -980,6 +980,11 @@ func checkAndExpandSeriesSet(ctx context.Context, expr parser.Expr) (annotations
return nil, nil
}
series, ws, err := expandSeriesSet(ctx, e.UnexpandedSeriesSet)
if e.SkipHistogramBuckets {
for i := range series {
series[i] = newHistogramStatsSeries(series[i])
}
}
e.Series = series
return ws, err
}
Expand Down Expand Up @@ -3179,6 +3184,8 @@ func unwrapStepInvariantExpr(e parser.Expr) parser.Expr {
// PreprocessExpr wraps all possible step invariant parts of the given expression with
// StepInvariantExpr. It also resolves the preprocessors.
func PreprocessExpr(expr parser.Expr, start, end time.Time) parser.Expr {
detectHistogramStatsDecoding(expr)

isStepInvariant := preprocessExprHelper(expr, start, end)
if isStepInvariant {
return newStepInvariantExpr(expr)
Expand Down Expand Up @@ -3313,8 +3320,50 @@ func setOffsetForAtModifier(evalTime int64, expr parser.Expr) {
})
}

// detectHistogramStatsDecoding modifies the expression by setting the
// SkipHistogramBuckets field in those vector selectors for which it is safe to
// return only histogram statistics (sum and count), excluding histogram spans
// and buckets. The function can be treated as an optimization and is not
// required for correctness.
func detectHistogramStatsDecoding(expr parser.Expr) {
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parser.Inspect(expr, func(node parser.Node, path []parser.Node) error {
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n, ok := (node).(*parser.VectorSelector)
if !ok {
return nil
}

for _, p := range path {
call, ok := p.(*parser.Call)
if !ok {
continue
}
if call.Func.Name == "histogram_count" || call.Func.Name == "histogram_sum" {
n.SkipHistogramBuckets = true
break
}
if call.Func.Name == "histogram_quantile" || call.Func.Name == "histogram_fraction" {
n.SkipHistogramBuckets = false
break
}
}
return fmt.Errorf("stop")
})
}

func makeInt64Pointer(val int64) *int64 {
valp := new(int64)
*valp = val
return valp
}

type histogramStatsSeries struct {
storage.Series
}

func newHistogramStatsSeries(series storage.Series) *histogramStatsSeries {
return &histogramStatsSeries{Series: series}
}

func (s histogramStatsSeries) Iterator(it chunkenc.Iterator) chunkenc.Iterator {
return NewHistogramStatsIterator(s.Series.Iterator(it))
}
144 changes: 144 additions & 0 deletions promql/histogram_stats_iterator.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,144 @@
// Copyright 2024 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 promql

import (
"github.com/prometheus/prometheus/model/histogram"
"github.com/prometheus/prometheus/model/value"
"github.com/prometheus/prometheus/tsdb/chunkenc"
)

type histogramStatsIterator struct {
chunkenc.Iterator

currentH *histogram.Histogram
lastH *histogram.Histogram

currentFH *histogram.FloatHistogram
lastFH *histogram.FloatHistogram
}

// NewHistogramStatsIterator creates an iterator which returns histogram objects
// which have only their sum and count values populated. The iterator handles
// counter reset detection internally and sets the counter reset hint accordingly
// in each returned histogram objects.
func NewHistogramStatsIterator(it chunkenc.Iterator) chunkenc.Iterator {
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return &histogramStatsIterator{
Iterator: it,
currentH: &histogram.Histogram{},
currentFH: &histogram.FloatHistogram{},
}
}

// AtHistogram returns the next timestamp/histogram pair. The counter reset
// detection is guaranteed to be correct only when the caller does not switch
// between AtHistogram and AtFloatHistogram calls.
func (f *histogramStatsIterator) AtHistogram(h *histogram.Histogram) (int64, *histogram.Histogram) {
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var t int64
t, f.currentH = f.Iterator.AtHistogram(f.currentH)
if value.IsStaleNaN(f.currentH.Sum) {
f.setLastH(f.currentH)
h = &histogram.Histogram{Sum: f.currentH.Sum}
return t, h
}

if h == nil {
h = &histogram.Histogram{
CounterResetHint: f.getResetHint(f.currentH),
Count: f.currentH.Count,
Sum: f.currentH.Sum,
}
f.setLastH(f.currentH)
return t, h
}

h.CounterResetHint = f.getResetHint(f.currentH)
h.Count = f.currentH.Count
h.Sum = f.currentH.Sum
f.setLastH(f.currentH)
return t, h
}

// AtFloatHistogram returns the next timestamp/float histogram pair. The counter
// reset detection is guaranteed to be correct only when the caller does not
// switch between AtHistogram and AtFloatHistogram calls.
func (f *histogramStatsIterator) AtFloatHistogram(fh *histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
var t int64
t, f.currentFH = f.Iterator.AtFloatHistogram(f.currentFH)
if value.IsStaleNaN(f.currentFH.Sum) {
f.setLastFH(f.currentFH)
return t, &histogram.FloatHistogram{Sum: f.currentFH.Sum}
}

if fh == nil {
fh = &histogram.FloatHistogram{
CounterResetHint: f.getFloatResetHint(f.currentFH.CounterResetHint),
Count: f.currentFH.Count,
Sum: f.currentFH.Sum,
}
f.setLastFH(f.currentFH)
return t, fh
}

fh.CounterResetHint = f.getFloatResetHint(f.currentFH.CounterResetHint)
fh.Count = f.currentFH.Count
fh.Sum = f.currentFH.Sum
f.setLastFH(f.currentFH)
return t, fh
}

func (f *histogramStatsIterator) setLastH(h *histogram.Histogram) {
if f.lastH == nil {
f.lastH = h.Copy()
} else {
h.CopyTo(f.lastH)
}
}

func (f *histogramStatsIterator) setLastFH(fh *histogram.FloatHistogram) {
if f.lastFH == nil {
f.lastFH = fh.Copy()
} else {
fh.CopyTo(f.lastFH)
}
}

func (f *histogramStatsIterator) getFloatResetHint(hint histogram.CounterResetHint) histogram.CounterResetHint {
if hint != histogram.UnknownCounterReset {
return hint
}
if f.lastFH == nil {
return histogram.NotCounterReset
}

if f.currentFH.DetectReset(f.lastFH) {
return histogram.CounterReset
}
return histogram.NotCounterReset
}

func (f *histogramStatsIterator) getResetHint(h *histogram.Histogram) histogram.CounterResetHint {
if h.CounterResetHint != histogram.UnknownCounterReset {
return h.CounterResetHint
}
if f.lastH == nil {
return histogram.NotCounterReset
}

fh, prevFH := h.ToFloat(nil), f.lastH.ToFloat(nil)
if fh.DetectReset(prevFH) {
return histogram.CounterReset
}
return histogram.NotCounterReset
}
121 changes: 121 additions & 0 deletions promql/histogram_stats_iterator_test.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,121 @@
// Copyright 2015 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 promql

import (
"testing"

"github.com/stretchr/testify/require"

"github.com/prometheus/prometheus/model/histogram"
"github.com/prometheus/prometheus/model/labels"
"github.com/prometheus/prometheus/tsdb/chunkenc"
"github.com/prometheus/prometheus/tsdb/tsdbutil"
)

func TestHistogramStatsDecoding(t *testing.T) {
histograms := []*histogram.Histogram{
tsdbutil.GenerateTestHistogram(0),
tsdbutil.GenerateTestHistogram(1),
tsdbutil.GenerateTestHistogram(2),
tsdbutil.GenerateTestHistogram(2),
}
histograms[0].CounterResetHint = histogram.NotCounterReset
histograms[1].CounterResetHint = histogram.UnknownCounterReset
histograms[2].CounterResetHint = histogram.CounterReset
histograms[3].CounterResetHint = histogram.UnknownCounterReset

expectedHints := []histogram.CounterResetHint{
histogram.NotCounterReset,
histogram.NotCounterReset,
histogram.CounterReset,
histogram.NotCounterReset,
}

t.Run("histogram_stats", func(t *testing.T) {
decodedStats := make([]*histogram.Histogram, 0)
statsIterator := NewHistogramStatsIterator(newHistogramSeries(histograms).Iterator(nil))
for statsIterator.Next() != chunkenc.ValNone {
_, h := statsIterator.AtHistogram(nil)
decodedStats = append(decodedStats, h)
}
for i := 0; i < len(histograms); i++ {
require.Equal(t, expectedHints[i], decodedStats[i].CounterResetHint)
require.Equal(t, histograms[i].Count, decodedStats[i].Count)
require.Equal(t, histograms[i].Sum, decodedStats[i].Sum)
}
})
t.Run("float_histogram_stats", func(t *testing.T) {
decodedStats := make([]*histogram.FloatHistogram, 0)
statsIterator := NewHistogramStatsIterator(newHistogramSeries(histograms).Iterator(nil))
for statsIterator.Next() != chunkenc.ValNone {
_, h := statsIterator.AtFloatHistogram(nil)
decodedStats = append(decodedStats, h)
}
for i := 0; i < len(histograms); i++ {
fh := histograms[i].ToFloat(nil)
require.Equal(t, expectedHints[i], decodedStats[i].CounterResetHint)
require.Equal(t, fh.Count, decodedStats[i].Count)
require.Equal(t, fh.Sum, decodedStats[i].Sum)
}
})
}

type histogramSeries struct {
histograms []*histogram.Histogram
}

func newHistogramSeries(histograms []*histogram.Histogram) *histogramSeries {
return &histogramSeries{
histograms: histograms,
}
}

func (m histogramSeries) Labels() labels.Labels { return labels.EmptyLabels() }

func (m histogramSeries) Iterator(_ chunkenc.Iterator) chunkenc.Iterator {
return &histogramIterator{
i: -1,
histograms: m.histograms,
}
}

type histogramIterator struct {
i int
histograms []*histogram.Histogram
}

func (h *histogramIterator) Next() chunkenc.ValueType {
h.i++
if h.i < len(h.histograms) {
return chunkenc.ValHistogram
}
return chunkenc.ValNone
}

func (h *histogramIterator) Seek(t int64) chunkenc.ValueType { panic("not implemented") }

func (h *histogramIterator) At() (int64, float64) { panic("not implemented") }

func (h *histogramIterator) AtHistogram(_ *histogram.Histogram) (int64, *histogram.Histogram) {
return 0, h.histograms[h.i]
}

func (h *histogramIterator) AtFloatHistogram(_ *histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
return 0, h.histograms[h.i].ToFloat(nil)
}

func (h *histogramIterator) AtT() int64 { return 0 }

func (h *histogramIterator) Err() error { return nil }
9 changes: 5 additions & 4 deletions promql/parser/ast.go
Original file line number Diff line number Diff line change
Expand Up @@ -198,10 +198,11 @@ type VectorSelector struct {
// Offset is the offset used during the query execution
// which is calculated using the original offset, at modifier time,
// eval time, and subquery offsets in the AST tree.
Offset time.Duration
Timestamp *int64
StartOrEnd ItemType // Set when @ is used with start() or end()
LabelMatchers []*labels.Matcher
Offset time.Duration
Timestamp *int64
SkipHistogramBuckets bool // Set when decoding native histogram buckets is not needed for query evaluation.
StartOrEnd ItemType // Set when @ is used with start() or end()
LabelMatchers []*labels.Matcher

// The unexpanded seriesSet populated at query preparation time.
UnexpandedSeriesSet storage.SeriesSet
Expand Down
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