prometheus/tsdb/block_test.go
Fiona Liao 5bee0cfce2
Change ChunkReader.Chunk() to ChunkOrIterable()
The ChunkReader interface's Chunk() has been changed to ChunkOrIterable(). 

This is a precursor to OOO native histogram support - with OOO native histograms, the chunks.Meta passed to Chunk() can result in multiple chunks being returned rather than just a single chunk (e.g. if oooMergedChunk has a counter reset in the middle). 

To support this, ChunkOrIterable() requires either a single chunk or an iterable to be returned. If an iterable is returned, the caller has the responsibility of converting the samples from the iterable into possibly multiple chunks. The OOOHeadChunkReader now returns an iterable rather than a chunk to prepare for the native histograms case. Also as a beneficial side effect, oooMergedChunk and boundedChunk has been simplified as they only need to implement the Iterable interface now, not the full Chunk interface.

---------

Signed-off-by: Fiona Liao <fiona.y.liao@gmail.com>
Co-authored-by: George Krajcsovits <krajorama@users.noreply.github.com>
2023-11-28 11:14:29 +01:00

753 lines
25 KiB
Go

// Copyright 2017 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"
"encoding/binary"
"errors"
"fmt"
"hash/crc32"
"math/rand"
"os"
"path/filepath"
"sort"
"strconv"
"testing"
"github.com/go-kit/log"
prom_testutil "github.com/prometheus/client_golang/prometheus/testutil"
"github.com/stretchr/testify/require"
"github.com/prometheus/prometheus/model/histogram"
"github.com/prometheus/prometheus/model/labels"
"github.com/prometheus/prometheus/storage"
"github.com/prometheus/prometheus/tsdb/chunkenc"
"github.com/prometheus/prometheus/tsdb/chunks"
"github.com/prometheus/prometheus/tsdb/fileutil"
"github.com/prometheus/prometheus/tsdb/wlog"
)
// In Prometheus 2.1.0 we had a bug where the meta.json version was falsely bumped
// to 2. We had a migration in place resetting it to 1 but we should move immediately to
// version 3 next time to avoid confusion and issues.
func TestBlockMetaMustNeverBeVersion2(t *testing.T) {
dir := t.TempDir()
_, err := writeMetaFile(log.NewNopLogger(), dir, &BlockMeta{})
require.NoError(t, err)
meta, _, err := readMetaFile(dir)
require.NoError(t, err)
require.NotEqual(t, 2, meta.Version, "meta.json version must never be 2")
}
func TestSetCompactionFailed(t *testing.T) {
tmpdir := t.TempDir()
blockDir := createBlock(t, tmpdir, genSeries(1, 1, 0, 1))
b, err := OpenBlock(nil, blockDir, nil)
require.NoError(t, err)
require.Equal(t, false, b.meta.Compaction.Failed)
require.NoError(t, b.setCompactionFailed())
require.Equal(t, true, b.meta.Compaction.Failed)
require.NoError(t, b.Close())
b, err = OpenBlock(nil, blockDir, nil)
require.NoError(t, err)
require.Equal(t, true, b.meta.Compaction.Failed)
require.NoError(t, b.Close())
}
func TestCreateBlock(t *testing.T) {
tmpdir := t.TempDir()
b, err := OpenBlock(nil, createBlock(t, tmpdir, genSeries(1, 1, 0, 10)), nil)
require.NoError(t, err)
require.NoError(t, b.Close())
}
func BenchmarkOpenBlock(b *testing.B) {
tmpdir := b.TempDir()
blockDir := createBlock(b, tmpdir, genSeries(1e6, 20, 0, 10))
b.Run("benchmark", func(b *testing.B) {
for i := 0; i < b.N; i++ {
block, err := OpenBlock(nil, blockDir, nil)
require.NoError(b, err)
require.NoError(b, block.Close())
}
})
}
func TestCorruptedChunk(t *testing.T) {
for _, tc := range []struct {
name string
corrFunc func(f *os.File) // Func that applies the corruption.
openErr error
iterErr error
}{
{
name: "invalid header size",
corrFunc: func(f *os.File) {
require.NoError(t, f.Truncate(1))
},
openErr: errors.New("invalid segment header in segment 0: invalid size"),
},
{
name: "invalid magic number",
corrFunc: func(f *os.File) {
magicChunksOffset := int64(0)
_, err := f.Seek(magicChunksOffset, 0)
require.NoError(t, err)
// Set invalid magic number.
b := make([]byte, chunks.MagicChunksSize)
binary.BigEndian.PutUint32(b[:chunks.MagicChunksSize], 0x00000000)
n, err := f.Write(b)
require.NoError(t, err)
require.Equal(t, chunks.MagicChunksSize, n)
},
openErr: errors.New("invalid magic number 0"),
},
{
name: "invalid chunk format version",
corrFunc: func(f *os.File) {
chunksFormatVersionOffset := int64(4)
_, err := f.Seek(chunksFormatVersionOffset, 0)
require.NoError(t, err)
// Set invalid chunk format version.
b := make([]byte, chunks.ChunksFormatVersionSize)
b[0] = 0
n, err := f.Write(b)
require.NoError(t, err)
require.Equal(t, chunks.ChunksFormatVersionSize, n)
},
openErr: errors.New("invalid chunk format version 0"),
},
{
name: "chunk not enough bytes to read the chunk length",
corrFunc: func(f *os.File) {
// Truncate one byte after the segment header.
require.NoError(t, f.Truncate(chunks.SegmentHeaderSize+1))
},
iterErr: errors.New("cannot populate chunk 8 from block 00000000000000000000000000: segment doesn't include enough bytes to read the chunk size data field - required:13, available:9"),
},
{
name: "chunk not enough bytes to read the data",
corrFunc: func(f *os.File) {
fi, err := f.Stat()
require.NoError(t, err)
require.NoError(t, f.Truncate(fi.Size()-1))
},
iterErr: errors.New("cannot populate chunk 8 from block 00000000000000000000000000: segment doesn't include enough bytes to read the chunk - required:26, available:25"),
},
{
name: "checksum mismatch",
corrFunc: func(f *os.File) {
fi, err := f.Stat()
require.NoError(t, err)
// Get the chunk data end offset.
chkEndOffset := int(fi.Size()) - crc32.Size
// Seek to the last byte of chunk data and modify it.
_, err = f.Seek(int64(chkEndOffset-1), 0)
require.NoError(t, err)
n, err := f.Write([]byte("x"))
require.NoError(t, err)
require.Equal(t, n, 1)
},
iterErr: errors.New("cannot populate chunk 8 from block 00000000000000000000000000: checksum mismatch expected:cfc0526c, actual:34815eae"),
},
} {
t.Run(tc.name, func(t *testing.T) {
tmpdir := t.TempDir()
series := storage.NewListSeries(labels.FromStrings("a", "b"), []chunks.Sample{sample{1, 1, nil, nil}})
blockDir := createBlock(t, tmpdir, []storage.Series{series})
files, err := sequenceFiles(chunkDir(blockDir))
require.NoError(t, err)
require.Greater(t, len(files), 0, "No chunk created.")
f, err := os.OpenFile(files[0], os.O_RDWR, 0o666)
require.NoError(t, err)
// Apply corruption function.
tc.corrFunc(f)
require.NoError(t, f.Close())
// Check open err.
b, err := OpenBlock(nil, blockDir, nil)
if tc.openErr != nil {
require.Equal(t, tc.openErr.Error(), err.Error())
return
}
defer func() { require.NoError(t, b.Close()) }()
querier, err := NewBlockQuerier(b, 0, 1)
require.NoError(t, err)
defer func() { require.NoError(t, querier.Close()) }()
set := querier.Select(context.Background(), false, nil, labels.MustNewMatcher(labels.MatchEqual, "a", "b"))
// Check chunk errors during iter time.
require.True(t, set.Next())
it := set.At().Iterator(nil)
require.Equal(t, chunkenc.ValNone, it.Next())
require.Equal(t, tc.iterErr.Error(), it.Err().Error())
})
}
}
func TestLabelValuesWithMatchers(t *testing.T) {
tmpdir := t.TempDir()
ctx := context.Background()
var seriesEntries []storage.Series
for i := 0; i < 100; i++ {
seriesEntries = append(seriesEntries, storage.NewListSeries(labels.FromStrings(
"tens", fmt.Sprintf("value%d", i/10),
"unique", fmt.Sprintf("value%d", i),
), []chunks.Sample{sample{100, 0, nil, nil}}))
}
blockDir := createBlock(t, tmpdir, seriesEntries)
files, err := sequenceFiles(chunkDir(blockDir))
require.NoError(t, err)
require.Greater(t, len(files), 0, "No chunk created.")
// Check open err.
block, err := OpenBlock(nil, blockDir, nil)
require.NoError(t, err)
defer func() { require.NoError(t, block.Close()) }()
indexReader, err := block.Index()
require.NoError(t, err)
defer func() { require.NoError(t, indexReader.Close()) }()
testCases := []struct {
name string
labelName string
matchers []*labels.Matcher
expectedValues []string
}{
{
name: "get tens based on unique id",
labelName: "tens",
matchers: []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "unique", "value35")},
expectedValues: []string{"value3"},
}, {
name: "get unique ids based on a ten",
labelName: "unique",
matchers: []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "tens", "value1")},
expectedValues: []string{"value10", "value11", "value12", "value13", "value14", "value15", "value16", "value17", "value18", "value19"},
}, {
name: "get tens by pattern matching on unique id",
labelName: "tens",
matchers: []*labels.Matcher{labels.MustNewMatcher(labels.MatchRegexp, "unique", "value[5-7]5")},
expectedValues: []string{"value5", "value6", "value7"},
}, {
name: "get tens by matching for absence of unique label",
labelName: "tens",
matchers: []*labels.Matcher{labels.MustNewMatcher(labels.MatchNotEqual, "unique", "")},
expectedValues: []string{"value0", "value1", "value2", "value3", "value4", "value5", "value6", "value7", "value8", "value9"},
},
}
for _, tt := range testCases {
t.Run(tt.name, func(t *testing.T) {
actualValues, err := indexReader.SortedLabelValues(ctx, tt.labelName, tt.matchers...)
require.NoError(t, err)
require.Equal(t, tt.expectedValues, actualValues)
actualValues, err = indexReader.LabelValues(ctx, tt.labelName, tt.matchers...)
sort.Strings(actualValues)
require.NoError(t, err)
require.Equal(t, tt.expectedValues, actualValues)
})
}
}
// TestBlockSize ensures that the block size is calculated correctly.
func TestBlockSize(t *testing.T) {
tmpdir := t.TempDir()
var (
blockInit *Block
expSizeInit int64
blockDirInit string
err error
)
// Create a block and compare the reported size vs actual disk size.
{
blockDirInit = createBlock(t, tmpdir, genSeries(10, 1, 1, 100))
blockInit, err = OpenBlock(nil, blockDirInit, nil)
require.NoError(t, err)
defer func() {
require.NoError(t, blockInit.Close())
}()
expSizeInit = blockInit.Size()
actSizeInit, err := fileutil.DirSize(blockInit.Dir())
require.NoError(t, err)
require.Equal(t, expSizeInit, actSizeInit)
}
// Delete some series and check the sizes again.
{
require.NoError(t, blockInit.Delete(context.Background(), 1, 10, labels.MustNewMatcher(labels.MatchRegexp, "", ".*")))
expAfterDelete := blockInit.Size()
require.Greater(t, expAfterDelete, expSizeInit, "after a delete the block size should be bigger as the tombstone file should grow %v > %v", expAfterDelete, expSizeInit)
actAfterDelete, err := fileutil.DirSize(blockDirInit)
require.NoError(t, err)
require.Equal(t, expAfterDelete, actAfterDelete, "after a delete reported block size doesn't match actual disk size")
c, err := NewLeveledCompactor(context.Background(), nil, log.NewNopLogger(), []int64{0}, nil, nil)
require.NoError(t, err)
blockDirAfterCompact, err := c.Compact(tmpdir, []string{blockInit.Dir()}, nil)
require.NoError(t, err)
blockAfterCompact, err := OpenBlock(nil, filepath.Join(tmpdir, blockDirAfterCompact.String()), nil)
require.NoError(t, err)
defer func() {
require.NoError(t, blockAfterCompact.Close())
}()
expAfterCompact := blockAfterCompact.Size()
actAfterCompact, err := fileutil.DirSize(blockAfterCompact.Dir())
require.NoError(t, err)
require.Greater(t, actAfterDelete, actAfterCompact, "after a delete and compaction the block size should be smaller %v,%v", actAfterDelete, actAfterCompact)
require.Equal(t, expAfterCompact, actAfterCompact, "after a delete and compaction reported block size doesn't match actual disk size")
}
}
func TestReadIndexFormatV1(t *testing.T) {
/* The block here was produced at the commit
706602daed1487f7849990678b4ece4599745905 used in 2.0.0 with:
db, _ := Open("v1db", nil, nil, nil)
app := db.Appender()
app.Add(labels.FromStrings("foo", "bar"), 1, 2)
app.Add(labels.FromStrings("foo", "baz"), 3, 4)
app.Add(labels.FromStrings("foo", "meh"), 1000*3600*4, 4) // Not in the block.
// Make sure we've enough values for the lack of sorting of postings offsets to show up.
for i := 0; i < 100; i++ {
app.Add(labels.FromStrings("bar", strconv.FormatInt(int64(i), 10)), 0, 0)
}
app.Commit()
db.compact()
db.Close()
*/
blockDir := filepath.Join("testdata", "index_format_v1")
block, err := OpenBlock(nil, blockDir, nil)
require.NoError(t, err)
q, err := NewBlockQuerier(block, 0, 1000)
require.NoError(t, err)
require.Equal(t, query(t, q, labels.MustNewMatcher(labels.MatchEqual, "foo", "bar")),
map[string][]chunks.Sample{`{foo="bar"}`: {sample{t: 1, f: 2}}})
q, err = NewBlockQuerier(block, 0, 1000)
require.NoError(t, err)
require.Equal(t, query(t, q, labels.MustNewMatcher(labels.MatchNotRegexp, "foo", "^.?$")),
map[string][]chunks.Sample{
`{foo="bar"}`: {sample{t: 1, f: 2}},
`{foo="baz"}`: {sample{t: 3, f: 4}},
})
}
func BenchmarkLabelValuesWithMatchers(b *testing.B) {
tmpdir := b.TempDir()
ctx := context.Background()
var seriesEntries []storage.Series
metricCount := 1000000
for i := 0; i < metricCount; i++ {
// Note these series are not created in sort order: 'value2' sorts after 'value10'.
// This makes a big difference to the benchmark timing.
seriesEntries = append(seriesEntries, storage.NewListSeries(labels.FromStrings(
"a_unique", fmt.Sprintf("value%d", i),
"b_tens", fmt.Sprintf("value%d", i/(metricCount/10)),
"c_ninety", fmt.Sprintf("value%d", i/(metricCount/10)/9), // "0" for the first 90%, then "1"
), []chunks.Sample{sample{100, 0, nil, nil}}))
}
blockDir := createBlock(b, tmpdir, seriesEntries)
files, err := sequenceFiles(chunkDir(blockDir))
require.NoError(b, err)
require.Greater(b, len(files), 0, "No chunk created.")
// Check open err.
block, err := OpenBlock(nil, blockDir, nil)
require.NoError(b, err)
defer func() { require.NoError(b, block.Close()) }()
indexReader, err := block.Index()
require.NoError(b, err)
defer func() { require.NoError(b, indexReader.Close()) }()
matchers := []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "c_ninety", "value0")}
b.ResetTimer()
b.ReportAllocs()
for benchIdx := 0; benchIdx < b.N; benchIdx++ {
actualValues, err := indexReader.LabelValues(ctx, "b_tens", matchers...)
require.NoError(b, err)
require.Equal(b, 9, len(actualValues))
}
}
func TestLabelNamesWithMatchers(t *testing.T) {
tmpdir := t.TempDir()
ctx := context.Background()
var seriesEntries []storage.Series
for i := 0; i < 100; i++ {
seriesEntries = append(seriesEntries, storage.NewListSeries(labels.FromStrings(
"unique", fmt.Sprintf("value%d", i),
), []chunks.Sample{sample{100, 0, nil, nil}}))
if i%10 == 0 {
seriesEntries = append(seriesEntries, storage.NewListSeries(labels.FromStrings(
"tens", fmt.Sprintf("value%d", i/10),
"unique", fmt.Sprintf("value%d", i),
), []chunks.Sample{sample{100, 0, nil, nil}}))
}
if i%20 == 0 {
seriesEntries = append(seriesEntries, storage.NewListSeries(labels.FromStrings(
"tens", fmt.Sprintf("value%d", i/10),
"twenties", fmt.Sprintf("value%d", i/20),
"unique", fmt.Sprintf("value%d", i),
), []chunks.Sample{sample{100, 0, nil, nil}}))
}
}
blockDir := createBlock(t, tmpdir, seriesEntries)
files, err := sequenceFiles(chunkDir(blockDir))
require.NoError(t, err)
require.Greater(t, len(files), 0, "No chunk created.")
// Check open err.
block, err := OpenBlock(nil, blockDir, nil)
require.NoError(t, err)
t.Cleanup(func() { require.NoError(t, block.Close()) })
indexReader, err := block.Index()
require.NoError(t, err)
t.Cleanup(func() { require.NoError(t, indexReader.Close()) })
testCases := []struct {
name string
labelName string
matchers []*labels.Matcher
expectedNames []string
}{
{
name: "get with non-empty unique: all",
matchers: []*labels.Matcher{labels.MustNewMatcher(labels.MatchNotEqual, "unique", "")},
expectedNames: []string{"tens", "twenties", "unique"},
}, {
name: "get with unique ending in 1: only unique",
matchers: []*labels.Matcher{labels.MustNewMatcher(labels.MatchRegexp, "unique", "value.*1")},
expectedNames: []string{"unique"},
}, {
name: "get with unique = value20: all",
matchers: []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "unique", "value20")},
expectedNames: []string{"tens", "twenties", "unique"},
}, {
name: "get tens = 1: unique & tens",
matchers: []*labels.Matcher{labels.MustNewMatcher(labels.MatchEqual, "tens", "value1")},
expectedNames: []string{"tens", "unique"},
},
}
for _, tt := range testCases {
t.Run(tt.name, func(t *testing.T) {
actualNames, err := indexReader.LabelNames(ctx, tt.matchers...)
require.NoError(t, err)
require.Equal(t, tt.expectedNames, actualNames)
})
}
}
// createBlock creates a block with given set of series and returns its dir.
func createBlock(tb testing.TB, dir string, series []storage.Series) string {
blockDir, err := CreateBlock(series, dir, 0, log.NewNopLogger())
require.NoError(tb, err)
return blockDir
}
func createBlockFromHead(tb testing.TB, dir string, head *Head) string {
compactor, err := NewLeveledCompactor(context.Background(), nil, log.NewNopLogger(), []int64{1000000}, nil, nil)
require.NoError(tb, err)
require.NoError(tb, os.MkdirAll(dir, 0o777))
// Add +1 millisecond to block maxt because block intervals are half-open: [b.MinTime, b.MaxTime).
// Because of this block intervals are always +1 than the total samples it includes.
ulid, err := compactor.Write(dir, head, head.MinTime(), head.MaxTime()+1, nil)
require.NoError(tb, err)
return filepath.Join(dir, ulid.String())
}
func createBlockFromOOOHead(tb testing.TB, dir string, head *OOOCompactionHead) string {
compactor, err := NewLeveledCompactor(context.Background(), nil, log.NewNopLogger(), []int64{1000000}, nil, nil)
require.NoError(tb, err)
require.NoError(tb, os.MkdirAll(dir, 0o777))
// Add +1 millisecond to block maxt because block intervals are half-open: [b.MinTime, b.MaxTime).
// Because of this block intervals are always +1 than the total samples it includes.
ulid, err := compactor.Write(dir, head, head.MinTime(), head.MaxTime()+1, nil)
require.NoError(tb, err)
return filepath.Join(dir, ulid.String())
}
func createHead(tb testing.TB, w *wlog.WL, series []storage.Series, chunkDir string) *Head {
opts := DefaultHeadOptions()
opts.ChunkDirRoot = chunkDir
head, err := NewHead(nil, nil, w, nil, opts, nil)
require.NoError(tb, err)
var it chunkenc.Iterator
ctx := context.Background()
app := head.Appender(ctx)
for _, s := range series {
ref := storage.SeriesRef(0)
it = s.Iterator(it)
lset := s.Labels()
typ := it.Next()
lastTyp := typ
for ; typ != chunkenc.ValNone; typ = it.Next() {
if lastTyp != typ {
// The behaviour of appender is undefined if samples of different types
// are appended to the same series in a single Commit().
require.NoError(tb, app.Commit())
app = head.Appender(ctx)
}
switch typ {
case chunkenc.ValFloat:
t, v := it.At()
ref, err = app.Append(ref, lset, t, v)
case chunkenc.ValHistogram:
t, h := it.AtHistogram()
ref, err = app.AppendHistogram(ref, lset, t, h, nil)
case chunkenc.ValFloatHistogram:
t, fh := it.AtFloatHistogram()
ref, err = app.AppendHistogram(ref, lset, t, nil, fh)
default:
err = fmt.Errorf("unknown sample type %s", typ.String())
}
require.NoError(tb, err)
lastTyp = typ
}
require.NoError(tb, it.Err())
}
require.NoError(tb, app.Commit())
return head
}
func createHeadWithOOOSamples(tb testing.TB, w *wlog.WL, series []storage.Series, chunkDir string, oooSampleFrequency int) *Head {
opts := DefaultHeadOptions()
opts.ChunkDirRoot = chunkDir
opts.OutOfOrderTimeWindow.Store(10000000000)
head, err := NewHead(nil, nil, w, nil, opts, nil)
require.NoError(tb, err)
oooSampleLabels := make([]labels.Labels, 0, len(series))
oooSamples := make([]chunks.SampleSlice, 0, len(series))
var it chunkenc.Iterator
totalSamples := 0
app := head.Appender(context.Background())
for _, s := range series {
ref := storage.SeriesRef(0)
it = s.Iterator(it)
lset := s.Labels()
os := chunks.SampleSlice{}
count := 0
for it.Next() == chunkenc.ValFloat {
totalSamples++
count++
t, v := it.At()
if count%oooSampleFrequency == 0 {
os = append(os, sample{t: t, f: v})
continue
}
ref, err = app.Append(ref, lset, t, v)
require.NoError(tb, err)
}
require.NoError(tb, it.Err())
if len(os) > 0 {
oooSampleLabels = append(oooSampleLabels, lset)
oooSamples = append(oooSamples, os)
}
}
require.NoError(tb, app.Commit())
oooSamplesAppended := 0
require.Equal(tb, float64(0), prom_testutil.ToFloat64(head.metrics.outOfOrderSamplesAppended))
app = head.Appender(context.Background())
for i, lset := range oooSampleLabels {
ref := storage.SeriesRef(0)
for _, sample := range oooSamples[i] {
ref, err = app.Append(ref, lset, sample.T(), sample.F())
require.NoError(tb, err)
oooSamplesAppended++
}
}
require.NoError(tb, app.Commit())
actOOOAppended := prom_testutil.ToFloat64(head.metrics.outOfOrderSamplesAppended)
require.GreaterOrEqual(tb, actOOOAppended, float64(oooSamplesAppended-len(series)))
require.LessOrEqual(tb, actOOOAppended, float64(oooSamplesAppended))
require.Equal(tb, float64(totalSamples), prom_testutil.ToFloat64(head.metrics.samplesAppended))
return head
}
const (
defaultLabelName = "labelName"
defaultLabelValue = "labelValue"
)
// genSeries generates series of float64 samples with a given number of labels and values.
func genSeries(totalSeries, labelCount int, mint, maxt int64) []storage.Series {
return genSeriesFromSampleGenerator(totalSeries, labelCount, mint, maxt, 1, func(ts int64) chunks.Sample {
return sample{t: ts, f: rand.Float64()}
})
}
// genHistogramSeries generates series of histogram samples with a given number of labels and values.
func genHistogramSeries(totalSeries, labelCount int, mint, maxt, step int64, floatHistogram bool) []storage.Series {
return genSeriesFromSampleGenerator(totalSeries, labelCount, mint, maxt, step, func(ts int64) chunks.Sample {
h := &histogram.Histogram{
Count: 7 + uint64(ts*5),
ZeroCount: 2 + uint64(ts),
ZeroThreshold: 0.001,
Sum: 18.4 * rand.Float64(),
Schema: 1,
PositiveSpans: []histogram.Span{
{Offset: 0, Length: 2},
{Offset: 1, Length: 2},
},
PositiveBuckets: []int64{ts + 1, 1, -1, 0},
}
if ts != mint {
// By setting the counter reset hint to "no counter
// reset" for all histograms but the first, we cover the
// most common cases. If the series is manipulated later
// or spans more than one block when ingested into the
// storage, the hint has to be adjusted. Note that the
// storage itself treats this particular hint the same
// as "unknown".
h.CounterResetHint = histogram.NotCounterReset
}
if floatHistogram {
return sample{t: ts, fh: h.ToFloat()}
}
return sample{t: ts, h: h}
})
}
// genHistogramAndFloatSeries generates series of mixed histogram and float64 samples with a given number of labels and values.
func genHistogramAndFloatSeries(totalSeries, labelCount int, mint, maxt, step int64, floatHistogram bool) []storage.Series {
floatSample := false
count := 0
return genSeriesFromSampleGenerator(totalSeries, labelCount, mint, maxt, step, func(ts int64) chunks.Sample {
count++
var s sample
if floatSample {
s = sample{t: ts, f: rand.Float64()}
} else {
h := &histogram.Histogram{
Count: 7 + uint64(ts*5),
ZeroCount: 2 + uint64(ts),
ZeroThreshold: 0.001,
Sum: 18.4 * rand.Float64(),
Schema: 1,
PositiveSpans: []histogram.Span{
{Offset: 0, Length: 2},
{Offset: 1, Length: 2},
},
PositiveBuckets: []int64{ts + 1, 1, -1, 0},
}
if count > 1 && count%5 != 1 {
// Same rationale for this as above in
// genHistogramSeries, just that we have to be
// smarter to find out if the previous sample
// was a histogram, too.
h.CounterResetHint = histogram.NotCounterReset
}
if floatHistogram {
s = sample{t: ts, fh: h.ToFloat()}
} else {
s = sample{t: ts, h: h}
}
}
if count%5 == 0 {
// Flip the sample type for every 5 samples.
floatSample = !floatSample
}
return s
})
}
func genSeriesFromSampleGenerator(totalSeries, labelCount int, mint, maxt, step int64, generator func(ts int64) chunks.Sample) []storage.Series {
if totalSeries == 0 || labelCount == 0 {
return nil
}
series := make([]storage.Series, totalSeries)
for i := 0; i < totalSeries; i++ {
lbls := make(map[string]string, labelCount)
lbls[defaultLabelName] = strconv.Itoa(i)
for j := 1; len(lbls) < labelCount; j++ {
lbls[defaultLabelName+strconv.Itoa(j)] = defaultLabelValue + strconv.Itoa(j)
}
samples := make([]chunks.Sample, 0, (maxt-mint)/step+1)
for t := mint; t < maxt; t += step {
samples = append(samples, generator(t))
}
series[i] = storage.NewListSeries(labels.FromMap(lbls), samples)
}
return series
}
// populateSeries generates series from given labels, mint and maxt.
func populateSeries(lbls []map[string]string, mint, maxt int64) []storage.Series {
if len(lbls) == 0 {
return nil
}
series := make([]storage.Series, 0, len(lbls))
for _, lbl := range lbls {
if len(lbl) == 0 {
continue
}
samples := make([]chunks.Sample, 0, maxt-mint+1)
for t := mint; t <= maxt; t++ {
samples = append(samples, sample{t: t, f: rand.Float64()})
}
series = append(series, storage.NewListSeries(labels.FromMap(lbl), samples))
}
return series
}