You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
prometheus/tsdb/chunkenc/histogram_meta_test.go

372 lines
8.7 KiB

// Copyright 2021 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.
// The code in this file was largely written by Damian Gryski as part of
// https://github.com/dgryski/go-tsz and published under the license below.
// It was modified to accommodate reading from byte slices without modifying
// the underlying bytes, which would panic when reading from mmap'd
// read-only byte slices.
package chunkenc
import (
"math"
"testing"
"github.com/stretchr/testify/require"
"github.com/prometheus/prometheus/model/histogram"
)
// Example of a span layout and resulting bucket indices (_idx_ is used in this
// histogram, others are shown just for context):
//
// spans : [offset: 0, length: 2] [offset 1, length 1]
// bucket idx : _0_ _1_ 2 [3] 4 ...
func TestBucketIterator(t *testing.T) {
type test struct {
spans []histogram.Span
idxs []int
}
tests := []test{
{
spans: []histogram.Span{
{
Offset: 0,
Length: 1,
},
},
idxs: []int{0},
},
{
spans: []histogram.Span{
{
Offset: 0,
Length: 2,
},
{
Offset: 1,
Length: 1,
},
},
idxs: []int{0, 1, 3},
},
{
spans: []histogram.Span{
{
Offset: 100,
Length: 4,
},
{
Offset: 8,
Length: 7,
},
{
Offset: 0,
Length: 1,
},
},
idxs: []int{100, 101, 102, 103, 112, 113, 114, 115, 116, 117, 118, 119},
},
// The below 2 sets ore the ones described in compareSpans's comments.
{
spans: []histogram.Span{
{Offset: 0, Length: 2},
{Offset: 2, Length: 1},
{Offset: 3, Length: 2},
{Offset: 3, Length: 1},
{Offset: 1, Length: 1},
},
idxs: []int{0, 1, 4, 8, 9, 13, 15},
},
{
spans: []histogram.Span{
{Offset: 0, Length: 3},
{Offset: 1, Length: 1},
{Offset: 1, Length: 4},
{Offset: 3, Length: 3},
},
idxs: []int{0, 1, 2, 4, 6, 7, 8, 9, 13, 14, 15},
},
}
for _, test := range tests {
b := newBucketIterator(test.spans)
var got []int
v, ok := b.Next()
for ok {
got = append(got, v)
v, ok = b.Next()
}
require.Equal(t, test.idxs, got)
}
}
func TestInterjection(t *testing.T) {
scenarios := []struct {
description string
spansA, spansB []histogram.Span
valid bool
interjections []Interjection
bucketsIn, bucketsOut []int64
}{
{
description: "single prepend at the beginning",
spansA: []histogram.Span{
{Offset: -10, Length: 3},
},
spansB: []histogram.Span{
{Offset: -11, Length: 4},
},
valid: true,
interjections: []Interjection{
{
pos: 0,
num: 1,
},
},
bucketsIn: []int64{6, -3, 0},
bucketsOut: []int64{0, 6, -3, 0},
},
{
description: "single append at the end",
spansA: []histogram.Span{
{Offset: -10, Length: 3},
},
spansB: []histogram.Span{
{Offset: -10, Length: 4},
},
valid: true,
interjections: []Interjection{
{
pos: 3,
num: 1,
},
},
bucketsIn: []int64{6, -3, 0},
bucketsOut: []int64{6, -3, 0, -3},
},
{
description: "double prepend at the beginning",
spansA: []histogram.Span{
{Offset: -10, Length: 3},
},
spansB: []histogram.Span{
{Offset: -12, Length: 5},
},
valid: true,
interjections: []Interjection{
{
pos: 0,
num: 2,
},
},
bucketsIn: []int64{6, -3, 0},
bucketsOut: []int64{0, 0, 6, -3, 0},
},
{
description: "double append at the end",
spansA: []histogram.Span{
{Offset: -10, Length: 3},
},
spansB: []histogram.Span{
{Offset: -10, Length: 5},
},
valid: true,
interjections: []Interjection{
{
pos: 3,
num: 2,
},
},
bucketsIn: []int64{6, -3, 0},
bucketsOut: []int64{6, -3, 0, -3, 0},
},
{
description: "double prepond at the beginning and double append at the end",
spansA: []histogram.Span{
{Offset: -10, Length: 3},
},
spansB: []histogram.Span{
{Offset: -12, Length: 7},
},
valid: true,
interjections: []Interjection{
{
pos: 0,
num: 2,
},
{
pos: 3,
num: 2,
},
},
bucketsIn: []int64{6, -3, 0},
bucketsOut: []int64{0, 0, 6, -3, 0, -3, 0},
},
{
description: "single removal of bucket at the start",
spansA: []histogram.Span{
{Offset: -10, Length: 4},
},
spansB: []histogram.Span{
{Offset: -9, Length: 3},
},
valid: false,
},
{
description: "single removal of bucket in the middle",
spansA: []histogram.Span{
{Offset: -10, Length: 4},
},
spansB: []histogram.Span{
{Offset: -10, Length: 2},
{Offset: 1, Length: 1},
},
valid: false,
},
{
description: "single removal of bucket at the end",
spansA: []histogram.Span{
{Offset: -10, Length: 4},
},
spansB: []histogram.Span{
{Offset: -10, Length: 3},
},
valid: false,
},
{
description: "as described in doc comment",
spansA: []histogram.Span{
{Offset: 0, Length: 2},
{Offset: 2, Length: 1},
{Offset: 3, Length: 2},
{Offset: 3, Length: 1},
{Offset: 1, Length: 1},
},
spansB: []histogram.Span{
{Offset: 0, Length: 3},
{Offset: 1, Length: 1},
{Offset: 1, Length: 4},
{Offset: 3, Length: 3},
},
valid: true,
interjections: []Interjection{
{
pos: 2,
num: 1,
},
{
pos: 3,
num: 2,
},
{
pos: 6,
num: 1,
},
},
bucketsIn: []int64{6, -3, 0, -1, 2, 1, -4},
bucketsOut: []int64{6, -3, -3, 3, -3, 0, 2, 2, 1, -5, 1},
},
}
for _, s := range scenarios {
t.Run(s.description, func(t *testing.T) {
interjections, valid := compareSpans(s.spansA, s.spansB)
if !s.valid {
require.False(t, valid, "compareScan unexpectedly returned true")
return
}
require.True(t, valid, "compareScan unexpectedly returned false")
require.Equal(t, s.interjections, interjections)
gotBuckets := make([]int64, len(s.bucketsOut))
interject(s.bucketsIn, gotBuckets, interjections)
require.Equal(t, s.bucketsOut, gotBuckets)
})
}
}
func TestWriteReadHistogramChunkLayout(t *testing.T) {
layouts := []struct {
schema int32
zeroThreshold float64
positiveSpans, negativeSpans []histogram.Span
}{
{
schema: 3,
zeroThreshold: 0,
positiveSpans: []histogram.Span{{Offset: -4, Length: 3}, {Offset: 2, Length: 42}},
negativeSpans: nil,
},
{
schema: -2,
zeroThreshold: 2.938735877055719e-39, // Default value in client_golang.
positiveSpans: nil,
negativeSpans: []histogram.Span{{Offset: 2, Length: 5}, {Offset: 1, Length: 34}},
},
{
schema: 6,
zeroThreshold: 1024, // The largest power of two we can encode in one byte.
positiveSpans: nil,
negativeSpans: nil,
},
{
schema: 6,
zeroThreshold: 1025,
positiveSpans: []histogram.Span{{Offset: 2, Length: 5}, {Offset: 1, Length: 34}, {Offset: 0, Length: 0}}, // Weird span.
negativeSpans: []histogram.Span{{Offset: -345, Length: 4545}, {Offset: 53645665, Length: 345}, {Offset: 945995, Length: 85848}},
},
{
schema: 6,
zeroThreshold: 2048,
positiveSpans: nil,
negativeSpans: nil,
},
{
schema: 0,
zeroThreshold: math.Ldexp(0.5, -242), // The smallest power of two we can encode in one byte.
positiveSpans: []histogram.Span{{Offset: -4, Length: 3}},
negativeSpans: []histogram.Span{{Offset: 2, Length: 5}, {Offset: 1, Length: 34}},
},
{
schema: 0,
zeroThreshold: math.Ldexp(0.5, -243),
positiveSpans: []histogram.Span{{Offset: -4, Length: 3}},
negativeSpans: []histogram.Span{{Offset: 2, Length: 5}, {Offset: 1, Length: 34}},
},
{
schema: 4,
zeroThreshold: 42, // Not a power of two.
positiveSpans: nil,
negativeSpans: nil,
},
}
bs := bstream{}
for _, l := range layouts {
writeHistogramChunkLayout(&bs, l.schema, l.zeroThreshold, l.positiveSpans, l.negativeSpans)
}
bsr := newBReader(bs.bytes())
for _, want := range layouts {
gotSchema, gotZeroThreshold, gotPositiveSpans, gotNegativeSpans, err := readHistogramChunkLayout(&bsr)
require.NoError(t, err)
require.Equal(t, want.schema, gotSchema)
require.Equal(t, want.zeroThreshold, gotZeroThreshold)
require.Equal(t, want.positiveSpans, gotPositiveSpans)
require.Equal(t, want.negativeSpans, gotNegativeSpans)
}
}