influxdb/tsdb/index/tsi1/index_test.go

913 lines
28 KiB
Go

package tsi1_test
import (
"compress/gzip"
"fmt"
"io/ioutil"
"os"
"path/filepath"
"reflect"
"regexp"
"sort"
"sync"
"testing"
"time"
"github.com/influxdata/influxdb/v2/models"
"github.com/influxdata/influxdb/v2/tsdb"
"github.com/influxdata/influxdb/v2/tsdb/index/tsi1"
)
// Bloom filter settings used in tests.
const M, K = 4096, 6
// Ensure index can iterate over all measurement names.
func TestIndex_ForEachMeasurementName(t *testing.T) {
idx := MustOpenDefaultIndex()
defer idx.Close()
// Add series to index.
if err := idx.CreateSeriesSliceIfNotExists([]Series{
{Name: []byte("cpu"), Tags: models.NewTags(map[string]string{"region": "east"})},
{Name: []byte("cpu"), Tags: models.NewTags(map[string]string{"region": "west"})},
{Name: []byte("mem"), Tags: models.NewTags(map[string]string{"region": "east"})},
}); err != nil {
t.Fatal(err)
}
// Verify measurements are returned.
idx.Run(t, func(t *testing.T) {
var names []string
if err := idx.ForEachMeasurementName(func(name []byte) error {
names = append(names, string(name))
return nil
}); err != nil {
t.Fatal(err)
}
if !reflect.DeepEqual(names, []string{"cpu", "mem"}) {
t.Fatalf("unexpected names: %#v", names)
}
})
// Add more series.
if err := idx.CreateSeriesSliceIfNotExists([]Series{
{Name: []byte("disk")},
{Name: []byte("mem")},
}); err != nil {
t.Fatal(err)
}
// Verify new measurements.
idx.Run(t, func(t *testing.T) {
var names []string
if err := idx.ForEachMeasurementName(func(name []byte) error {
names = append(names, string(name))
return nil
}); err != nil {
t.Fatal(err)
}
if !reflect.DeepEqual(names, []string{"cpu", "disk", "mem"}) {
t.Fatalf("unexpected names: %#v", names)
}
})
}
// Ensure index can return whether a measurement exists.
func TestIndex_MeasurementExists(t *testing.T) {
idx := MustOpenDefaultIndex()
defer idx.Close()
// Add series to index.
if err := idx.CreateSeriesSliceIfNotExists([]Series{
{Name: []byte("cpu"), Tags: models.NewTags(map[string]string{"region": "east"})},
{Name: []byte("cpu"), Tags: models.NewTags(map[string]string{"region": "west"})},
}); err != nil {
t.Fatal(err)
}
// Verify measurement exists.
idx.Run(t, func(t *testing.T) {
if v, err := idx.MeasurementExists([]byte("cpu")); err != nil {
t.Fatal(err)
} else if !v {
t.Fatal("expected measurement to exist")
}
})
name, tags := []byte("cpu"), models.NewTags(map[string]string{"region": "east"})
sid := idx.Index.SeriesFile().SeriesID(name, tags, nil)
if sid == 0 {
t.Fatalf("got 0 series id for %s/%v", name, tags)
}
// Delete one series.
if err := idx.DropSeries(sid, models.MakeKey(name, tags), true); err != nil {
t.Fatal(err)
}
// Verify measurement still exists.
idx.Run(t, func(t *testing.T) {
if v, err := idx.MeasurementExists([]byte("cpu")); err != nil {
t.Fatal(err)
} else if !v {
t.Fatal("expected measurement to still exist")
}
})
// Delete second series.
tags.Set([]byte("region"), []byte("west"))
sid = idx.Index.SeriesFile().SeriesID(name, tags, nil)
if sid == 0 {
t.Fatalf("got 0 series id for %s/%v", name, tags)
}
if err := idx.DropSeries(sid, models.MakeKey(name, tags), true); err != nil {
t.Fatal(err)
}
// Verify measurement is now deleted.
idx.Run(t, func(t *testing.T) {
if v, err := idx.MeasurementExists([]byte("cpu")); err != nil {
t.Fatal(err)
} else if v {
t.Fatal("expected measurement to be deleted")
}
})
}
// Ensure index can return a list of matching measurements.
func TestIndex_MeasurementNamesByRegex(t *testing.T) {
idx := MustOpenDefaultIndex()
defer idx.Close()
// Add series to index.
if err := idx.CreateSeriesSliceIfNotExists([]Series{
{Name: []byte("cpu")},
{Name: []byte("disk")},
{Name: []byte("mem")},
}); err != nil {
t.Fatal(err)
}
// Retrieve measurements by regex.
idx.Run(t, func(t *testing.T) {
names, err := idx.MeasurementNamesByRegex(regexp.MustCompile(`cpu|mem`))
if err != nil {
t.Fatal(err)
} else if !reflect.DeepEqual(names, [][]byte{[]byte("cpu"), []byte("mem")}) {
t.Fatalf("unexpected names: %v", names)
}
})
}
// Ensure index can delete a measurement and all related keys, values, & series.
func TestIndex_DropMeasurement(t *testing.T) {
idx := MustOpenDefaultIndex()
defer idx.Close()
// Add series to index.
if err := idx.CreateSeriesSliceIfNotExists([]Series{
{Name: []byte("cpu"), Tags: models.NewTags(map[string]string{"region": "east"})},
{Name: []byte("cpu"), Tags: models.NewTags(map[string]string{"region": "west"})},
{Name: []byte("disk"), Tags: models.NewTags(map[string]string{"region": "north"})},
{Name: []byte("mem"), Tags: models.NewTags(map[string]string{"region": "west", "country": "us"})},
}); err != nil {
t.Fatal(err)
}
// Drop measurement.
if err := idx.DropMeasurement([]byte("cpu")); err != nil {
t.Fatal(err)
}
// Verify data is gone in each stage.
idx.Run(t, func(t *testing.T) {
// Verify measurement is gone.
if v, err := idx.MeasurementExists([]byte("cpu")); err != nil {
t.Fatal(err)
} else if v {
t.Fatal("expected no measurement")
}
// Obtain file set to perform lower level checks.
fs, err := idx.PartitionAt(0).RetainFileSet()
if err != nil {
t.Fatal(err)
}
defer fs.Release()
// Verify tags & values are gone.
if e := fs.TagKeyIterator([]byte("cpu")).Next(); e != nil && !e.Deleted() {
t.Fatal("expected deleted tag key")
}
if itr := fs.TagValueIterator([]byte("cpu"), []byte("region")); itr != nil {
t.Fatal("expected nil tag value iterator")
}
})
}
func TestIndex_Open(t *testing.T) {
// Opening a fresh index should set the MANIFEST version to current version.
idx := NewDefaultIndex()
t.Run("open new index", func(t *testing.T) {
if err := idx.Open(); err != nil {
t.Fatal(err)
}
// Check version set appropriately.
for i := 0; uint64(i) < tsi1.DefaultPartitionN; i++ {
partition := idx.PartitionAt(i)
if got, exp := partition.Manifest().Version, 1; got != exp {
t.Fatalf("got index version %d, expected %d", got, exp)
}
}
for i := 0; i < int(idx.PartitionN); i++ {
p := idx.PartitionAt(i)
if got, exp := p.NeedsCompaction(), false; got != exp {
t.Fatalf("got needs compaction %v, expected %v", got, exp)
}
}
})
// Reopening an open index should return an error.
t.Run("reopen open index", func(t *testing.T) {
err := idx.Open()
if err == nil {
idx.Close()
t.Fatal("didn't get an error on reopen, but expected one")
}
idx.Close()
})
// Opening an incompatible index should return an error.
incompatibleVersions := []int{-1, 0, 2}
for _, v := range incompatibleVersions {
t.Run(fmt.Sprintf("incompatible index version: %d", v), func(t *testing.T) {
idx = NewDefaultIndex()
// Manually create a MANIFEST file for an incompatible index version.
// under one of the partitions.
partitionPath := filepath.Join(idx.Path(), "2")
os.MkdirAll(partitionPath, 0777)
mpath := filepath.Join(partitionPath, tsi1.ManifestFileName)
m := tsi1.NewManifest(mpath)
m.Levels = nil
m.Version = v // Set example MANIFEST version.
if _, err := m.Write(); err != nil {
t.Fatal(err)
}
// Log the MANIFEST file.
data, err := ioutil.ReadFile(mpath)
if err != nil {
panic(err)
}
t.Logf("Incompatible MANIFEST: %s", data)
// Opening this index should return an error because the MANIFEST has an
// incompatible version.
err = idx.Open()
if err != tsi1.ErrIncompatibleVersion {
idx.Close()
t.Fatalf("got error %v, expected %v", err, tsi1.ErrIncompatibleVersion)
}
})
}
}
func TestIndex_Manifest(t *testing.T) {
t.Run("current MANIFEST", func(t *testing.T) {
idx := MustOpenIndex(tsi1.DefaultPartitionN)
// Check version set appropriately.
for i := 0; uint64(i) < tsi1.DefaultPartitionN; i++ {
partition := idx.PartitionAt(i)
if got, exp := partition.Manifest().Version, tsi1.Version; got != exp {
t.Fatalf("got MANIFEST version %d, expected %d", got, exp)
}
}
})
}
func TestIndex_DiskSizeBytes(t *testing.T) {
idx := MustOpenIndex(tsi1.DefaultPartitionN)
defer idx.Close()
// Add series to index.
if err := idx.CreateSeriesSliceIfNotExists([]Series{
{Name: []byte("cpu"), Tags: models.NewTags(map[string]string{"region": "east"})},
{Name: []byte("cpu"), Tags: models.NewTags(map[string]string{"region": "west"})},
{Name: []byte("disk"), Tags: models.NewTags(map[string]string{"region": "north"})},
{Name: []byte("mem"), Tags: models.NewTags(map[string]string{"region": "west", "country": "us"})},
}); err != nil {
t.Fatal(err)
}
idx.RunStateAware(t, func(t *testing.T, state int) {
// Each MANIFEST file is 419 bytes and there are tsi1.DefaultPartitionN of them
expSize := int64(tsi1.DefaultPartitionN * 419)
switch state {
case Initial:
fallthrough
case Reopen:
// In the log file, each series stores flag(1) + series(uvarint(2)) + len(name)(1) + len(key)(1) + len(value)(1) + checksum(4).
expSize += 4 * 9
case PostCompaction:
fallthrough
case PostCompactionReopen:
// For TSI files after a compaction, instead of 4*9, we have encoded measurement names, tag names, etc which is larger
expSize += 2202
}
if got, exp := idx.DiskSizeBytes(), expSize; got != exp {
// We had some odd errors - if the size is unexpected, log it
idx.Index.LogDiskSize(t)
t.Fatalf("got %d bytes, expected %d", got, exp)
}
})
}
func TestIndex_TagValueSeriesIDIterator(t *testing.T) {
idx1 := MustOpenDefaultIndex() // Uses the single series creation method CreateSeriesIfNotExists
defer idx1.Close()
idx2 := MustOpenDefaultIndex() // Uses the batch series creation method CreateSeriesListIfNotExists
defer idx2.Close()
// Add some series.
data := []struct {
Key string
Name string
Tags map[string]string
}{
{"cpu,region=west,server=a", "cpu", map[string]string{"region": "west", "server": "a"}},
{"cpu,region=west,server=b", "cpu", map[string]string{"region": "west", "server": "b"}},
{"cpu,region=east,server=a", "cpu", map[string]string{"region": "east", "server": "a"}},
{"cpu,region=north,server=c", "cpu", map[string]string{"region": "north", "server": "c"}},
{"cpu,region=south,server=s", "cpu", map[string]string{"region": "south", "server": "s"}},
{"mem,region=west,server=a", "mem", map[string]string{"region": "west", "server": "a"}},
{"mem,region=west,server=b", "mem", map[string]string{"region": "west", "server": "b"}},
{"mem,region=west,server=c", "mem", map[string]string{"region": "west", "server": "c"}},
{"disk,region=east,server=a", "disk", map[string]string{"region": "east", "server": "a"}},
{"disk,region=east,server=a", "disk", map[string]string{"region": "east", "server": "a"}},
{"disk,region=north,server=c", "disk", map[string]string{"region": "north", "server": "c"}},
}
var batchKeys [][]byte
var batchNames [][]byte
var batchTags []models.Tags
for _, pt := range data {
if err := idx1.CreateSeriesIfNotExists([]byte(pt.Key), []byte(pt.Name), models.NewTags(pt.Tags)); err != nil {
t.Fatal(err)
}
batchKeys = append(batchKeys, []byte(pt.Key))
batchNames = append(batchNames, []byte(pt.Name))
batchTags = append(batchTags, models.NewTags(pt.Tags))
}
if err := idx2.CreateSeriesListIfNotExists(batchKeys, batchNames, batchTags); err != nil {
t.Fatal(err)
}
testTagValueSeriesIDIterator := func(t *testing.T, name, key, value string, expKeys []string) {
for i, idx := range []*Index{idx1, idx2} {
sitr, err := idx.TagValueSeriesIDIterator([]byte(name), []byte(key), []byte(value))
if err != nil {
t.Fatalf("[index %d] %v", i, err)
} else if sitr == nil {
t.Fatalf("[index %d] series id iterater nil", i)
}
// Convert series ids to series keys.
itr := tsdb.NewSeriesIteratorAdapter(idx.SeriesFile.SeriesFile, sitr)
if itr == nil {
t.Fatalf("[index %d] got nil iterator", i)
}
defer itr.Close()
var keys []string
for e, err := itr.Next(); err == nil; e, err = itr.Next() {
if e == nil {
break
}
keys = append(keys, string(models.MakeKey(e.Name(), e.Tags())))
}
if err != nil {
t.Fatal(err)
}
// Iterator was in series id order, which may not be series key order.
sort.Strings(keys)
if got, exp := keys, expKeys; !reflect.DeepEqual(got, exp) {
t.Fatalf("[index %d] got %v, expected %v", i, got, exp)
}
}
}
// Test that correct series are initially returned
t.Run("initial", func(t *testing.T) {
testTagValueSeriesIDIterator(t, "mem", "region", "west", []string{
"mem,region=west,server=a",
"mem,region=west,server=b",
"mem,region=west,server=c",
})
})
// The result should now be cached, and the same result should be returned.
t.Run("cached", func(t *testing.T) {
testTagValueSeriesIDIterator(t, "mem", "region", "west", []string{
"mem,region=west,server=a",
"mem,region=west,server=b",
"mem,region=west,server=c",
})
})
// Adding a new series that would be referenced by some cached bitsets (in this case
// the bitsets for mem->region->west and mem->server->c) should cause the cached
// bitsets to be updated.
if err := idx1.CreateSeriesIfNotExists(
[]byte("mem,region=west,root=x,server=c"),
[]byte("mem"),
models.NewTags(map[string]string{"region": "west", "root": "x", "server": "c"}),
); err != nil {
t.Fatal(err)
}
if err := idx2.CreateSeriesListIfNotExists(
[][]byte{[]byte("mem,region=west,root=x,server=c")},
[][]byte{[]byte("mem")},
[]models.Tags{models.NewTags(map[string]string{"region": "west", "root": "x", "server": "c"})},
); err != nil {
t.Fatal(err)
}
t.Run("insert series", func(t *testing.T) {
testTagValueSeriesIDIterator(t, "mem", "region", "west", []string{
"mem,region=west,root=x,server=c",
"mem,region=west,server=a",
"mem,region=west,server=b",
"mem,region=west,server=c",
})
})
if err := idx1.CreateSeriesIfNotExists(
[]byte("mem,region=west,root=x,server=c"),
[]byte("mem"),
models.NewTags(map[string]string{"region": "west", "root": "x", "server": "c"}),
); err != nil {
t.Fatal(err)
}
if err := idx2.CreateSeriesListIfNotExists(
[][]byte{[]byte("mem,region=west,root=x,server=c")},
[][]byte{[]byte("mem")},
[]models.Tags{models.NewTags(map[string]string{"region": "west", "root": "x", "server": "c"})},
); err != nil {
t.Fatal(err)
}
t.Run("insert same series", func(t *testing.T) {
testTagValueSeriesIDIterator(t, "mem", "region", "west", []string{
"mem,region=west,root=x,server=c",
"mem,region=west,server=a",
"mem,region=west,server=b",
"mem,region=west,server=c",
})
})
t.Run("no matching series", func(t *testing.T) {
testTagValueSeriesIDIterator(t, "foo", "bar", "zoo", nil)
})
}
// Index is a test wrapper for tsi1.Index.
type Index struct {
*tsi1.Index
SeriesFile *SeriesFile
}
// NewIndex returns a new instance of Index at a temporary path.
func NewIndex(partitionN uint64) *Index {
idx := &Index{SeriesFile: NewSeriesFile()}
idx.Index = tsi1.NewIndex(idx.SeriesFile.SeriesFile, "db0", tsi1.WithPath(MustTempDir()))
idx.Index.PartitionN = partitionN
return idx
}
// NewIndex returns a new instance of Index with default number of partitions at a temporary path.
func NewDefaultIndex() *Index {
return NewIndex(tsi1.DefaultPartitionN)
}
// MustOpenIndex returns a new, open index. Panic on error.
func MustOpenIndex(partitionN uint64) *Index {
idx := NewIndex(partitionN)
if err := idx.Open(); err != nil {
panic(err)
}
return idx
}
// MustOpenIndex returns a new, open index with the default number of partitions.
func MustOpenDefaultIndex() *Index {
return MustOpenIndex(tsi1.DefaultPartitionN)
}
// Open opens the underlying tsi1.Index and tsdb.SeriesFile
func (idx Index) Open() error {
if err := idx.SeriesFile.Open(); err != nil {
return err
}
return idx.Index.Open()
}
// Close closes and removes the index directory.
func (idx *Index) Close() error {
defer os.RemoveAll(idx.Path())
// Series file is opened first and must be closed last
if err := idx.Index.Close(); err != nil {
return err
}
if err := idx.SeriesFile.Close(); err != nil {
return err
}
return nil
}
// Reopen closes and opens the index.
func (idx *Index) Reopen(maxLogSize int64) error {
if err := idx.Index.Close(); err != nil {
return err
}
// Reopen the series file correctly, by initialising a new underlying series
// file using the same disk data.
if err := idx.SeriesFile.Reopen(); err != nil {
return err
}
partitionN := idx.Index.PartitionN // Remember how many partitions to use.
idx.Index = tsi1.NewIndex(idx.SeriesFile.SeriesFile, "db0", tsi1.WithPath(idx.Index.Path()), tsi1.WithMaximumLogFileSize(maxLogSize))
idx.Index.PartitionN = partitionN
return idx.Open()
}
const (
Initial = iota
Reopen
PostCompaction
PostCompactionReopen
)
func curryState(state int, f func(t *testing.T, state int)) func(t *testing.T) {
return func(t *testing.T) {
f(t, state)
}
}
// Run executes a subtest for each of several different states:
//
// - Immediately
// - After reopen
// - After compaction
// - After reopen again
//
// The index should always respond in the same fashion regardless of
// how data is stored. This helper allows the index to be easily tested
// in all major states.
func (idx *Index) RunStateAware(t *testing.T, fn func(t *testing.T, state int)) {
// Invoke immediately.
t.Run("state=initial", curryState(Initial, fn))
// Reopen and invoke again.
if err := idx.Reopen(tsdb.DefaultMaxIndexLogFileSize); err != nil {
t.Fatalf("reopen error: %s", err)
}
t.Run("state=reopen", curryState(Reopen, fn))
// Reopen requiring a full compaction of the TSL files and invoke again.
idx.Reopen(1)
for {
needsCompaction := false
for i := 0; i < int(idx.PartitionN); i++ {
needsCompaction = needsCompaction || idx.PartitionAt(i).NeedsCompaction()
}
if !needsCompaction {
break
}
time.Sleep(10 * time.Millisecond)
}
t.Run("state=post-compaction", curryState(PostCompaction, fn))
// Reopen and invoke again.
if err := idx.Reopen(tsdb.DefaultMaxIndexLogFileSize); err != nil {
t.Fatalf("post-compaction reopen error: %s", err)
}
t.Run("state=post-compaction-reopen", curryState(PostCompactionReopen, fn))
}
// Run is the same is RunStateAware but for tests that do not depend on compaction state
func (idx *Index) Run(t *testing.T, fn func(t *testing.T)) {
idx.RunStateAware(t, func(t *testing.T, _ int) {
fn(t)
})
}
// CreateSeriesSliceIfNotExists creates multiple series at a time.
func (idx *Index) CreateSeriesSliceIfNotExists(a []Series) error {
keys := make([][]byte, 0, len(a))
names := make([][]byte, 0, len(a))
tags := make([]models.Tags, 0, len(a))
for _, s := range a {
keys = append(keys, models.MakeKey(s.Name, s.Tags))
names = append(names, s.Name)
tags = append(tags, s.Tags)
}
return idx.CreateSeriesListIfNotExists(keys, names, tags)
}
var tsiditr tsdb.SeriesIDIterator
// Calling TagValueSeriesIDIterator on the index involves merging several
// SeriesIDSets together.BenchmarkIndex_TagValueSeriesIDIterator, which can have
// a non trivial cost. In the case of `tsi` files, the mmapd sets are merged
// together. In the case of tsl files the sets need to are cloned and then merged.
//
// Typical results on an i7 laptop
// BenchmarkIndex_IndexFile_TagValueSeriesIDIterator/78888_series_TagValueSeriesIDIterator/cache-8 2000000 643 ns/op 744 B/op 13 allocs/op
// BenchmarkIndex_IndexFile_TagValueSeriesIDIterator/78888_series_TagValueSeriesIDIterator/no_cache-8 10000 130749 ns/op 124952 B/op 350 allocs/op
func BenchmarkIndex_IndexFile_TagValueSeriesIDIterator(b *testing.B) {
runBenchMark := func(b *testing.B, cacheSize int) {
var err error
sfile := NewSeriesFile()
// Load index
idx := tsi1.NewIndex(sfile.SeriesFile, "foo",
tsi1.WithPath("testdata/index-file-index"),
tsi1.DisableCompactions(),
tsi1.WithSeriesIDCacheSize(cacheSize),
)
defer sfile.Close()
if err = idx.Open(); err != nil {
b.Fatal(err)
}
defer idx.Close()
for i := 0; i < b.N; i++ {
tsiditr, err = idx.TagValueSeriesIDIterator([]byte("m4"), []byte("tag0"), []byte("value4"))
if err != nil {
b.Fatal(err)
} else if tsiditr == nil {
b.Fatal("got nil iterator")
}
}
}
// This benchmark will merge eight bitsets each containing ~10,000 series IDs.
b.Run("78888 series TagValueSeriesIDIterator", func(b *testing.B) {
b.ReportAllocs()
b.Run("cache", func(b *testing.B) {
runBenchMark(b, tsdb.DefaultSeriesIDSetCacheSize)
})
b.Run("no cache", func(b *testing.B) {
runBenchMark(b, 0)
})
})
}
var errResult error
// Typical results on an i7 laptop
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_1000/partition_1-8 1 4004452124 ns/op 2381998144 B/op 21686990 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_1000/partition_2-8 1 2625853773 ns/op 2368913968 B/op 21765385 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_1000/partition_4-8 1 2127205189 ns/op 2338013584 B/op 21908381 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_1000/partition_8-8 1 2331960889 ns/op 2332643248 B/op 22191763 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_1000/partition_16-8 1 2398489751 ns/op 2299551824 B/op 22670465 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_10000/partition_1-8 1 3404683972 ns/op 2387236504 B/op 21600671 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_10000/partition_2-8 1 2173772186 ns/op 2329237224 B/op 21631104 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_10000/partition_4-8 1 1729089575 ns/op 2299161840 B/op 21699878 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_10000/partition_8-8 1 1644295339 ns/op 2161473200 B/op 21796469 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_10000/partition_16-8 1 1683275418 ns/op 2171872432 B/op 21925974 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_100000/partition_1-8 1 3330508160 ns/op 2333250904 B/op 21574887 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_100000/partition_2-8 1 2278604285 ns/op 2292600808 B/op 21628966 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_100000/partition_4-8 1 1760098762 ns/op 2243730672 B/op 21684608 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_100000/partition_8-8 1 1693312924 ns/op 2166924112 B/op 21753079 allocs/op
// BenchmarkIndex_CreateSeriesListIfNotExists/batch_size_100000/partition_16-8 1 1663610452 ns/op 2131177160 B/op 21806209 allocs/op
func BenchmarkIndex_CreateSeriesListIfNotExists(b *testing.B) {
// Read line-protocol and coerce into tsdb format.
keys := make([][]byte, 0, 1e6)
names := make([][]byte, 0, 1e6)
tags := make([]models.Tags, 0, 1e6)
// 1M series generated with:
// $inch -b 10000 -c 1 -t 10,10,10,10,10,10 -f 1 -m 5 -p 1
fd, err := os.Open("../../testdata/line-protocol-1M.txt.gz")
if err != nil {
b.Fatal(err)
}
gzr, err := gzip.NewReader(fd)
if err != nil {
fd.Close()
b.Fatal(err)
}
data, err := ioutil.ReadAll(gzr)
if err != nil {
b.Fatal(err)
}
if err := fd.Close(); err != nil {
b.Fatal(err)
}
points, err := models.ParsePoints(data)
if err != nil {
b.Fatal(err)
}
for _, pt := range points {
keys = append(keys, pt.Key())
names = append(names, pt.Name())
tags = append(tags, pt.Tags())
}
batchSizes := []int{1000, 10000, 100000}
partitions := []uint64{1, 2, 4, 8, 16}
for _, sz := range batchSizes {
b.Run(fmt.Sprintf("batch size %d", sz), func(b *testing.B) {
for _, partition := range partitions {
b.Run(fmt.Sprintf("partition %d", partition), func(b *testing.B) {
idx := MustOpenIndex(partition)
for j := 0; j < b.N; j++ {
for i := 0; i < len(keys); i += sz {
k := keys[i : i+sz]
n := names[i : i+sz]
t := tags[i : i+sz]
if errResult = idx.CreateSeriesListIfNotExists(k, n, t); errResult != nil {
b.Fatal(err)
}
}
// Reset the index...
b.StopTimer()
if err := idx.Close(); err != nil {
b.Fatal(err)
}
idx = MustOpenIndex(partition)
b.StartTimer()
}
})
}
})
}
}
// This benchmark concurrently writes series to the index and fetches cached bitsets.
// The idea is to emphasize the performance difference when bitset caching is on and off.
//
// Typical results for an i7 laptop
// BenchmarkIndex_ConcurrentWriteQuery/partition_1/queries_100000/cache-8 1 3836451407 ns/op 2453296232 B/op 22648482 allocs/op
// BenchmarkIndex_ConcurrentWriteQuery/partition_4/queries_100000/cache-8 1 1836598730 ns/op 2435668224 B/op 22908705 allocs/op
// BenchmarkIndex_ConcurrentWriteQuery/partition_8/queries_100000/cache-8 1 1714771527 ns/op 2341518456 B/op 23450621 allocs/op
// BenchmarkIndex_ConcurrentWriteQuery/partition_16/queries_100000/cache-8 1 1810658403 ns/op 2401239408 B/op 23868079 allocs/op
// BenchmarkIndex_ConcurrentWriteQuery/partition_1/queries_100000/no_cache-8 1 4044478305 ns/op 4414915048 B/op 27292357 allocs/op
// BenchmarkIndex_ConcurrentWriteQuery/partition_4/queries_100000/no_cache-8 1 18663345153 ns/op 23035974472 B/op 54015704 allocs/op
// BenchmarkIndex_ConcurrentWriteQuery/partition_8/queries_100000/no_cache-8 1 22242979152 ns/op 28178915600 B/op 80156305 allocs/op
// BenchmarkIndex_ConcurrentWriteQuery/partition_16/queries_100000/no_cache-8 1 24817283922 ns/op 34613960984 B/op 150356327 allocs/op
func BenchmarkIndex_ConcurrentWriteQuery(b *testing.B) {
// Read line-protocol and coerce into tsdb format.
keys := make([][]byte, 0, 1e6)
names := make([][]byte, 0, 1e6)
tags := make([]models.Tags, 0, 1e6)
// 1M series generated with:
// $inch -b 10000 -c 1 -t 10,10,10,10,10,10 -f 1 -m 5 -p 1
fd, err := os.Open("testdata/line-protocol-1M.txt.gz")
if err != nil {
b.Fatal(err)
}
gzr, err := gzip.NewReader(fd)
if err != nil {
fd.Close()
b.Fatal(err)
}
data, err := ioutil.ReadAll(gzr)
if err != nil {
b.Fatal(err)
}
if err := fd.Close(); err != nil {
b.Fatal(err)
}
points, err := models.ParsePoints(data)
if err != nil {
b.Fatal(err)
}
for _, pt := range points {
keys = append(keys, pt.Key())
names = append(names, pt.Name())
tags = append(tags, pt.Tags())
}
runBenchmark := func(b *testing.B, queryN int, partitions uint64, cacheSize int) {
idx := &Index{SeriesFile: NewSeriesFile()}
idx.Index = tsi1.NewIndex(idx.SeriesFile.SeriesFile, "db0", tsi1.WithPath(MustTempDir()), tsi1.WithSeriesIDCacheSize(cacheSize))
idx.Index.PartitionN = partitions
if err := idx.Open(); err != nil {
panic(err)
}
var wg sync.WaitGroup
// Run concurrent iterator...
runIter := func(b *testing.B) {
keys := [][]string{
{"m0", "tag2", "value4"},
{"m1", "tag3", "value5"},
{"m2", "tag4", "value6"},
{"m3", "tag0", "value8"},
{"m4", "tag5", "value0"},
}
for i := 0; i < queryN/5; i++ {
for _, key := range keys {
itr, err := idx.TagValueSeriesIDIterator([]byte(key[0]), []byte(key[1]), []byte(key[2]))
if err != nil {
b.Fatal(err)
} else if itr == nil {
b.Fatal("got nil iterator")
}
if err := itr.Close(); err != nil {
b.Fatal(err)
}
}
}
}
wg.Add(1)
go func() { defer wg.Done(); runIter(b) }()
batchSize := 10000
for j := 0; j < 1; j++ {
for i := 0; i < len(keys); i += batchSize {
k := keys[i : i+batchSize]
n := names[i : i+batchSize]
t := tags[i : i+batchSize]
if errResult = idx.CreateSeriesListIfNotExists(k, n, t); errResult != nil {
b.Fatal(err)
}
}
// Wait for queries to finish
wg.Wait()
// Reset the index...
b.StopTimer()
if err := idx.Close(); err != nil {
b.Fatal(err)
}
// Re-open everything
idx := &Index{SeriesFile: NewSeriesFile()}
idx.Index = tsi1.NewIndex(idx.SeriesFile.SeriesFile, "db0", tsi1.WithPath(MustTempDir()), tsi1.WithSeriesIDCacheSize(cacheSize))
idx.Index.PartitionN = partitions
if err := idx.Open(); err != nil {
b.Fatal(err)
}
wg.Add(1)
go func() { defer wg.Done(); runIter(b) }()
b.StartTimer()
}
}
partitions := []uint64{1, 4, 8, 16}
queries := []int{1e5}
for _, partition := range partitions {
b.Run(fmt.Sprintf("partition %d", partition), func(b *testing.B) {
for _, queryN := range queries {
b.Run(fmt.Sprintf("queries %d", queryN), func(b *testing.B) {
b.Run("cache", func(b *testing.B) {
runBenchmark(b, queryN, partition, tsdb.DefaultSeriesIDSetCacheSize)
})
b.Run("no cache", func(b *testing.B) {
runBenchmark(b, queryN, partition, 0)
})
})
}
})
}
}