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vsphere-influxdb-go/vendor/github.com/influxdata/influxdb/tsdb/store_test.go

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2017-10-25 22:52:40 +02:00
package tsdb_test
import (
"bytes"
"fmt"
"io/ioutil"
"math"
"math/rand"
"os"
"path/filepath"
"reflect"
"regexp"
"sort"
"strings"
"testing"
"time"
"github.com/davecgh/go-spew/spew"
"github.com/influxdata/influxdb/influxql"
"github.com/influxdata/influxdb/models"
"github.com/influxdata/influxdb/pkg/deep"
"github.com/influxdata/influxdb/tsdb"
"github.com/uber-go/zap"
)
// Ensure the store can delete a retention policy and all shards under
// it.
func TestStore_DeleteRetentionPolicy(t *testing.T) {
t.Parallel()
s := MustOpenStore()
defer s.Close()
// Create a new shard and verify that it exists.
if err := s.CreateShard("db0", "rp0", 1, true); err != nil {
t.Fatal(err)
} else if sh := s.Shard(1); sh == nil {
t.Fatalf("expected shard")
}
// Create a new shard under the same retention policy, and verify
// that it exists.
if err := s.CreateShard("db0", "rp0", 2, true); err != nil {
t.Fatal(err)
} else if sh := s.Shard(2); sh == nil {
t.Fatalf("expected shard")
}
// Create a new shard under a different retention policy, and
// verify that it exists.
if err := s.CreateShard("db0", "rp1", 3, true); err != nil {
t.Fatal(err)
} else if sh := s.Shard(3); sh == nil {
t.Fatalf("expected shard")
}
// Deleting the rp0 retention policy does not return an error.
if err := s.DeleteRetentionPolicy("db0", "rp0"); err != nil {
t.Fatal(err)
}
// It deletes the shards under that retention policy.
if sh := s.Shard(1); sh != nil {
t.Errorf("shard 1 was not deleted")
}
if sh := s.Shard(2); sh != nil {
t.Errorf("shard 2 was not deleted")
}
// It deletes the retention policy directory.
if got, exp := dirExists(filepath.Join(s.Path(), "db0", "rp0")), false; got != exp {
t.Error("directory exists, but should have been removed")
}
// It deletes the WAL retention policy directory.
if got, exp := dirExists(filepath.Join(s.EngineOptions.Config.WALDir, "db0", "rp0")), false; got != exp {
t.Error("directory exists, but should have been removed")
}
// Reopen other shard and check it still exists.
if err := s.Reopen(); err != nil {
t.Error(err)
} else if sh := s.Shard(3); sh == nil {
t.Errorf("shard 3 does not exist")
}
// It does not delete other retention policy directories.
if got, exp := dirExists(filepath.Join(s.Path(), "db0", "rp1")), true; got != exp {
t.Error("directory does not exist, but should")
}
if got, exp := dirExists(filepath.Join(s.EngineOptions.Config.WALDir, "db0", "rp1")), true; got != exp {
t.Error("directory does not exist, but should")
}
}
// Ensure the store can create a new shard.
func TestStore_CreateShard(t *testing.T) {
t.Parallel()
s := MustOpenStore()
defer s.Close()
// Create a new shard and verify that it exists.
if err := s.CreateShard("db0", "rp0", 1, true); err != nil {
t.Fatal(err)
} else if sh := s.Shard(1); sh == nil {
t.Fatalf("expected shard")
}
// Create another shard and verify that it exists.
if err := s.CreateShard("db0", "rp0", 2, true); err != nil {
t.Fatal(err)
} else if sh := s.Shard(2); sh == nil {
t.Fatalf("expected shard")
}
// Reopen shard and recheck.
if err := s.Reopen(); err != nil {
t.Fatal(err)
} else if sh := s.Shard(1); sh == nil {
t.Fatalf("expected shard(1)")
} else if sh = s.Shard(2); sh == nil {
t.Fatalf("expected shard(2)")
}
}
// Ensure the store can delete an existing shard.
func TestStore_DeleteShard(t *testing.T) {
t.Parallel()
s := MustOpenStore()
defer s.Close()
// Create a new shard and verify that it exists.
if err := s.CreateShard("db0", "rp0", 1, true); err != nil {
t.Fatal(err)
} else if sh := s.Shard(1); sh == nil {
t.Fatalf("expected shard")
}
// Reopen shard and recheck.
if err := s.Reopen(); err != nil {
t.Fatal(err)
} else if sh := s.Shard(1); sh == nil {
t.Fatalf("shard exists")
}
}
// Ensure the store can create a snapshot to a shard.
func TestStore_CreateShardSnapShot(t *testing.T) {
t.Parallel()
s := MustOpenStore()
defer s.Close()
// Create a new shard and verify that it exists.
if err := s.CreateShard("db0", "rp0", 1, true); err != nil {
t.Fatal(err)
} else if sh := s.Shard(1); sh == nil {
t.Fatalf("expected shard")
}
dir, e := s.CreateShardSnapshot(1)
if e != nil {
t.Fatal(e)
}
if dir == "" {
t.Fatal("empty directory name")
}
}
func TestStore_Open(t *testing.T) {
t.Parallel()
s := NewStore()
defer s.Close()
if err := os.MkdirAll(filepath.Join(s.Path(), "db0", "rp0", "2"), 0777); err != nil {
t.Fatal(err)
}
if err := os.MkdirAll(filepath.Join(s.Path(), "db0", "rp2", "4"), 0777); err != nil {
t.Fatal(err)
}
if err := os.MkdirAll(filepath.Join(s.Path(), "db1", "rp0", "1"), 0777); err != nil {
t.Fatal(err)
}
// Store should ignore shard since it does not have a numeric name.
if err := s.Open(); err != nil {
t.Fatal(err)
} else if n := len(s.Databases()); n != 2 {
t.Fatalf("unexpected database index count: %d", n)
} else if n := s.ShardN(); n != 3 {
t.Fatalf("unexpected shard count: %d", n)
}
expDatabases := []string{"db0", "db1"}
gotDatabases := s.Databases()
sort.Strings(gotDatabases)
if got, exp := gotDatabases, expDatabases; !reflect.DeepEqual(got, exp) {
t.Fatalf("got %#v, expected %#v", got, exp)
}
}
// Ensure the store reports an error when it can't open a database directory.
func TestStore_Open_InvalidDatabaseFile(t *testing.T) {
t.Parallel()
s := NewStore()
defer s.Close()
// Create a file instead of a directory for a database.
if _, err := os.Create(filepath.Join(s.Path(), "db0")); err != nil {
t.Fatal(err)
}
// Store should ignore database since it's a file.
if err := s.Open(); err != nil {
t.Fatal(err)
} else if n := len(s.Databases()); n != 0 {
t.Fatalf("unexpected database index count: %d", n)
}
}
// Ensure the store reports an error when it can't open a retention policy.
func TestStore_Open_InvalidRetentionPolicy(t *testing.T) {
t.Parallel()
s := NewStore()
defer s.Close()
// Create an RP file instead of a directory.
if err := os.MkdirAll(filepath.Join(s.Path(), "db0"), 0777); err != nil {
t.Fatal(err)
} else if _, err := os.Create(filepath.Join(s.Path(), "db0", "rp0")); err != nil {
t.Fatal(err)
}
// Store should ignore retention policy since it's a file, and there should
// be no indices created.
if err := s.Open(); err != nil {
t.Fatal(err)
} else if n := len(s.Databases()); n != 0 {
t.Log(s.Databases())
t.Fatalf("unexpected database index count: %d", n)
}
}
// Ensure the store reports an error when it can't open a retention policy.
func TestStore_Open_InvalidShard(t *testing.T) {
t.Parallel()
s := NewStore()
defer s.Close()
// Create a non-numeric shard file.
if err := os.MkdirAll(filepath.Join(s.Path(), "db0", "rp0"), 0777); err != nil {
t.Fatal(err)
} else if _, err := os.Create(filepath.Join(s.Path(), "db0", "rp0", "bad_shard")); err != nil {
t.Fatal(err)
}
// Store should ignore shard since it does not have a numeric name.
if err := s.Open(); err != nil {
t.Fatal(err)
} else if n := len(s.Databases()); n != 0 {
t.Fatalf("unexpected database index count: %d", n)
} else if n := s.ShardN(); n != 0 {
t.Fatalf("unexpected shard count: %d", n)
}
}
// Ensure shards can create iterators.
func TestShards_CreateIterator(t *testing.T) {
t.Parallel()
s := MustOpenStore()
defer s.Close()
// Create shard #0 with data.
s.MustCreateShardWithData("db0", "rp0", 0,
`cpu,host=serverA value=1 0`,
`cpu,host=serverA value=2 10`,
`cpu,host=serverB value=3 20`,
)
// Create shard #1 with data.
s.MustCreateShardWithData("db0", "rp0", 1,
`cpu,host=serverA value=1 30`,
`mem,host=serverA value=2 40`, // skip: wrong source
`cpu,host=serverC value=3 60`,
)
// Retrieve shard group.
shards := s.ShardGroup([]uint64{0, 1})
// Create iterator.
itr, err := shards.CreateIterator("cpu", influxql.IteratorOptions{
Expr: influxql.MustParseExpr(`value`),
Dimensions: []string{"host"},
Ascending: true,
StartTime: influxql.MinTime,
EndTime: influxql.MaxTime,
})
if err != nil {
t.Fatal(err)
}
defer itr.Close()
fitr := itr.(influxql.FloatIterator)
// Read values from iterator. The host=serverA points should come first.
if p, err := fitr.Next(); err != nil {
t.Fatalf("unexpected error(0): %s", err)
} else if !deep.Equal(p, &influxql.FloatPoint{Name: "cpu", Tags: ParseTags("host=serverA"), Time: time.Unix(0, 0).UnixNano(), Value: 1}) {
t.Fatalf("unexpected point(0): %s", spew.Sdump(p))
}
if p, err := fitr.Next(); err != nil {
t.Fatalf("unexpected error(1): %s", err)
} else if !deep.Equal(p, &influxql.FloatPoint{Name: "cpu", Tags: ParseTags("host=serverA"), Time: time.Unix(10, 0).UnixNano(), Value: 2}) {
t.Fatalf("unexpected point(1): %s", spew.Sdump(p))
}
if p, err := fitr.Next(); err != nil {
t.Fatalf("unexpected error(2): %s", err)
} else if !deep.Equal(p, &influxql.FloatPoint{Name: "cpu", Tags: ParseTags("host=serverA"), Time: time.Unix(30, 0).UnixNano(), Value: 1}) {
t.Fatalf("unexpected point(2): %s", spew.Sdump(p))
}
// Next the host=serverB point.
if p, err := fitr.Next(); err != nil {
t.Fatalf("unexpected error(3): %s", err)
} else if !deep.Equal(p, &influxql.FloatPoint{Name: "cpu", Tags: ParseTags("host=serverB"), Time: time.Unix(20, 0).UnixNano(), Value: 3}) {
t.Fatalf("unexpected point(3): %s", spew.Sdump(p))
}
// And finally the host=serverC point.
if p, err := fitr.Next(); err != nil {
t.Fatalf("unexpected error(4): %s", err)
} else if !deep.Equal(p, &influxql.FloatPoint{Name: "cpu", Tags: ParseTags("host=serverC"), Time: time.Unix(60, 0).UnixNano(), Value: 3}) {
t.Fatalf("unexpected point(4): %s", spew.Sdump(p))
}
// Then an EOF should occur.
if p, err := fitr.Next(); err != nil {
t.Fatalf("expected eof, got error: %s", err)
} else if p != nil {
t.Fatalf("expected eof, got: %s", spew.Sdump(p))
}
}
// Ensure the store can backup a shard and another store can restore it.
func TestStore_BackupRestoreShard(t *testing.T) {
t.Parallel()
s0, s1 := MustOpenStore(), MustOpenStore()
defer s0.Close()
defer s1.Close()
// Create shard with data.
s0.MustCreateShardWithData("db0", "rp0", 100,
`cpu value=1 0`,
`cpu value=2 10`,
`cpu value=3 20`,
)
if err := s0.Reopen(); err != nil {
t.Fatal(err)
}
// Backup shard to a buffer.
var buf bytes.Buffer
if err := s0.BackupShard(100, time.Time{}, &buf); err != nil {
t.Fatal(err)
}
// Create the shard on the other store and restore from buffer.
if err := s1.CreateShard("db0", "rp0", 100, true); err != nil {
t.Fatal(err)
}
if err := s1.RestoreShard(100, &buf); err != nil {
t.Fatal(err)
}
// Read data from
itr, err := s0.Shard(100).CreateIterator("cpu", influxql.IteratorOptions{
Expr: influxql.MustParseExpr(`value`),
Ascending: true,
StartTime: influxql.MinTime,
EndTime: influxql.MaxTime,
})
if err != nil {
t.Fatal(err)
}
fitr := itr.(influxql.FloatIterator)
// Read values from iterator. The host=serverA points should come first.
p, e := fitr.Next()
if e != nil {
t.Fatal(e)
}
if !deep.Equal(p, &influxql.FloatPoint{Name: "cpu", Time: time.Unix(0, 0).UnixNano(), Value: 1}) {
t.Fatalf("unexpected point(0): %s", spew.Sdump(p))
}
p, e = fitr.Next()
if e != nil {
t.Fatal(e)
}
if !deep.Equal(p, &influxql.FloatPoint{Name: "cpu", Time: time.Unix(10, 0).UnixNano(), Value: 2}) {
t.Fatalf("unexpected point(1): %s", spew.Sdump(p))
}
p, e = fitr.Next()
if e != nil {
t.Fatal(e)
}
if !deep.Equal(p, &influxql.FloatPoint{Name: "cpu", Time: time.Unix(20, 0).UnixNano(), Value: 3}) {
t.Fatalf("unexpected point(2): %s", spew.Sdump(p))
}
}
func TestStore_MeasurementNames_Deduplicate(t *testing.T) {
t.Parallel()
s := MustOpenStore()
defer s.Close()
// Create shard with data.
s.MustCreateShardWithData("db0", "rp0", 1,
`cpu value=1 0`,
`cpu value=2 10`,
`cpu value=3 20`,
)
// Create 2nd shard w/ same measurements.
s.MustCreateShardWithData("db0", "rp0", 2,
`cpu value=1 0`,
`cpu value=2 10`,
`cpu value=3 20`,
)
meas, err := s.MeasurementNames("db0", nil)
if err != nil {
t.Fatalf("unexpected error with MeasurementNames: %v", err)
}
if exp, got := 1, len(meas); exp != got {
t.Fatalf("measurement len mismatch: exp %v, got %v", exp, got)
}
if exp, got := "cpu", string(meas[0]); exp != got {
t.Fatalf("measurement name mismatch: exp %v, got %v", exp, got)
}
}
func testStoreCardinalityTombstoning(t *testing.T, store *Store) {
if testing.Short() || os.Getenv("GORACE") != "" || os.Getenv("APPVEYOR") != "" {
t.Skip("Skipping test in short, race and appveyor mode.")
}
// Generate point data to write to the shards.
series := genTestSeries(10, 2, 4) // 160 series
points := make([]models.Point, 0, len(series))
for _, s := range series {
points = append(points, models.MustNewPoint(s.Measurement, s.Series.Tags(), map[string]interface{}{"value": 1.0}, time.Now()))
}
// Create requested number of shards in the store & write points across
// shards such that we never write the same series to multiple shards.
for shardID := 0; shardID < 4; shardID++ {
if err := store.CreateShard("db", "rp", uint64(shardID), true); err != nil {
t.Errorf("create shard: %s", err)
}
if err := store.BatchWrite(shardID, points[shardID*40:(shardID+1)*40]); err != nil {
t.Errorf("batch write: %s", err)
}
}
// Delete all the series for each measurement.
mnames, err := store.MeasurementNames("db", nil)
if err != nil {
t.Fatal(err)
}
for _, name := range mnames {
if err := store.DeleteSeries("db", []influxql.Source{&influxql.Measurement{Name: string(name)}}, nil); err != nil {
t.Fatal(err)
}
}
// Estimate the series cardinality...
cardinality, err := store.Store.SeriesCardinality("db")
if err != nil {
t.Fatal(err)
}
// Estimated cardinality should be well within 10 of the actual cardinality.
// TODO(edd): this epsilon is arbitrary. How can I make it better?
if got, exp := cardinality, int64(10); got > exp {
t.Errorf("series cardinality out by %v (expected within %v), estimation was: %d", got, exp, cardinality)
}
// Since all the series have been deleted, all the measurements should have
// been removed from the index too.
if cardinality, err = store.Store.MeasurementsCardinality("db"); err != nil {
t.Fatal(err)
}
// Estimated cardinality should be well within 2 of the actual cardinality.
// TODO(edd): this is totally arbitrary. How can I make it better?
if got, exp := cardinality, int64(2); got > exp {
t.Errorf("measurement cardinality out by %v (expected within %v), estimation was: %d", got, exp, cardinality)
}
}
func TestStore_Cardinality_Tombstoning_Inmem(t *testing.T) {
t.Parallel()
store := NewStore()
store.EngineOptions.Config.Index = "inmem"
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
testStoreCardinalityTombstoning(t, store)
}
func TestStore_Cardinality_Tombstoning_TSI(t *testing.T) {
t.Parallel()
store := NewStore()
store.EngineOptions.Config.Index = "tsi1"
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
testStoreCardinalityTombstoning(t, store)
}
func testStoreCardinalityUnique(t *testing.T, store *Store) {
if testing.Short() || os.Getenv("GORACE") != "" || os.Getenv("APPVEYOR") != "" {
t.Skip("Skipping test in short, race and appveyor mode.")
}
// Generate point data to write to the shards.
series := genTestSeries(64, 5, 5) // 200,000 series
expCardinality := len(series)
points := make([]models.Point, 0, len(series))
for _, s := range series {
points = append(points, models.MustNewPoint(s.Measurement, s.Series.Tags(), map[string]interface{}{"value": 1.0}, time.Now()))
}
// Create requested number of shards in the store & write points across
// shards such that we never write the same series to multiple shards.
for shardID := 0; shardID < 10; shardID++ {
if err := store.CreateShard("db", "rp", uint64(shardID), true); err != nil {
t.Fatalf("create shard: %s", err)
}
if err := store.BatchWrite(shardID, points[shardID*20000:(shardID+1)*20000]); err != nil {
t.Fatalf("batch write: %s", err)
}
}
// Estimate the series cardinality...
cardinality, err := store.Store.SeriesCardinality("db")
if err != nil {
t.Fatal(err)
}
// Estimated cardinality should be well within 1.5% of the actual cardinality.
if got, exp := math.Abs(float64(cardinality)-float64(expCardinality))/float64(expCardinality), 0.015; got > exp {
t.Errorf("got epsilon of %v for series cardinality %v (expected %v), which is larger than expected %v", got, cardinality, expCardinality, exp)
}
// Estimate the measurement cardinality...
if cardinality, err = store.Store.MeasurementsCardinality("db"); err != nil {
t.Fatal(err)
}
// Estimated cardinality should be well within 2 of the actual cardinality. (arbitrary...)
expCardinality = 64
if got, exp := math.Abs(float64(cardinality)-float64(expCardinality)), 2.0; got > exp {
t.Errorf("got measurmement cardinality %v, expected upto %v; difference is larger than expected %v", cardinality, expCardinality, exp)
}
}
func TestStore_Cardinality_Unique_Inmem(t *testing.T) {
t.Parallel()
store := NewStore()
store.EngineOptions.Config.Index = "inmem"
store.EngineOptions.Config.MaxSeriesPerDatabase = 0
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
testStoreCardinalityUnique(t, store)
}
func TestStore_Cardinality_Unique_TSI1(t *testing.T) {
t.Parallel()
store := NewStore()
store.EngineOptions.Config.Index = "tsi1"
store.EngineOptions.Config.MaxSeriesPerDatabase = 0
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
testStoreCardinalityUnique(t, store)
}
// This test tests cardinality estimation when series data is duplicated across
// multiple shards.
func testStoreCardinalityDuplicates(t *testing.T, store *Store) {
if testing.Short() || os.Getenv("GORACE") != "" || os.Getenv("APPVEYOR") != "" {
t.Skip("Skipping test in short, race and appveyor mode.")
}
// Generate point data to write to the shards.
series := genTestSeries(64, 5, 5) // 200,000 series.
expCardinality := len(series)
points := make([]models.Point, 0, len(series))
for _, s := range series {
points = append(points, models.MustNewPoint(s.Measurement, s.Series.Tags(), map[string]interface{}{"value": 1.0}, time.Now()))
}
// Create requested number of shards in the store & write points.
for shardID := 0; shardID < 10; shardID++ {
if err := store.CreateShard("db", "rp", uint64(shardID), true); err != nil {
t.Fatalf("create shard: %s", err)
}
var from, to int
if shardID == 0 {
// if it's the first shard then write all of the points.
from, to = 0, len(points)-1
} else {
// For other shards we write a random sub-section of all the points.
// which will duplicate the series and shouldn't increase the
// cardinality.
from, to := rand.Intn(len(points)), rand.Intn(len(points))
if from > to {
from, to = to, from
}
}
if err := store.BatchWrite(shardID, points[from:to]); err != nil {
t.Fatalf("batch write: %s", err)
}
}
// Estimate the series cardinality...
cardinality, err := store.Store.SeriesCardinality("db")
if err != nil {
t.Fatal(err)
}
// Estimated cardinality should be well within 1.5% of the actual cardinality.
if got, exp := math.Abs(float64(cardinality)-float64(expCardinality))/float64(expCardinality), 0.015; got > exp {
t.Errorf("got epsilon of %v for series cardinality %d (expected %d), which is larger than expected %v", got, cardinality, expCardinality, exp)
}
// Estimate the measurement cardinality...
if cardinality, err = store.Store.MeasurementsCardinality("db"); err != nil {
t.Fatal(err)
}
// Estimated cardinality should be well within 2 of the actual cardinality. (Arbitrary...)
expCardinality = 64
if got, exp := math.Abs(float64(cardinality)-float64(expCardinality)), 2.0; got > exp {
t.Errorf("got measurement cardinality %v, expected upto %v; difference is larger than expected %v", cardinality, expCardinality, exp)
}
}
func TestStore_Cardinality_Duplicates_Inmem(t *testing.T) {
t.Parallel()
store := NewStore()
store.EngineOptions.Config.Index = "inmem"
store.EngineOptions.Config.MaxSeriesPerDatabase = 0
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
testStoreCardinalityDuplicates(t, store)
}
func TestStore_Cardinality_Duplicates_TSI1(t *testing.T) {
t.Parallel()
store := NewStore()
store.EngineOptions.Config.Index = "tsi1"
store.EngineOptions.Config.MaxSeriesPerDatabase = 0
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
testStoreCardinalityDuplicates(t, store)
}
// Creates a large number of series in multiple shards, which will force
// compactions to occur.
func testStoreCardinalityCompactions(t *testing.T, store *Store) {
if testing.Short() || os.Getenv("GORACE") != "" || os.Getenv("APPVEYOR") != "" {
t.Skip("Skipping test in short, race and appveyor mode.")
}
// Generate point data to write to the shards.
series := genTestSeries(300, 5, 5) // 937,500 series
expCardinality := len(series)
points := make([]models.Point, 0, len(series))
for _, s := range series {
points = append(points, models.MustNewPoint(s.Measurement, s.Series.Tags(), map[string]interface{}{"value": 1.0}, time.Now()))
}
// Create requested number of shards in the store & write points across
// shards such that we never write the same series to multiple shards.
for shardID := 0; shardID < 2; shardID++ {
if err := store.CreateShard("db", "rp", uint64(shardID), true); err != nil {
t.Fatalf("create shard: %s", err)
}
if err := store.BatchWrite(shardID, points[shardID*468750:(shardID+1)*468750]); err != nil {
t.Fatalf("batch write: %s", err)
}
}
// Estimate the series cardinality...
cardinality, err := store.Store.SeriesCardinality("db")
if err != nil {
t.Fatal(err)
}
// Estimated cardinality should be well within 1.5% of the actual cardinality.
if got, exp := math.Abs(float64(cardinality)-float64(expCardinality))/float64(expCardinality), 0.015; got > exp {
t.Errorf("got epsilon of %v for series cardinality %v (expected %v), which is larger than expected %v", got, cardinality, expCardinality, exp)
}
// Estimate the measurement cardinality...
if cardinality, err = store.Store.MeasurementsCardinality("db"); err != nil {
t.Fatal(err)
}
// Estimated cardinality should be well within 2 of the actual cardinality. (Arbitrary...)
expCardinality = 300
if got, exp := math.Abs(float64(cardinality)-float64(expCardinality)), 2.0; got > exp {
t.Errorf("got measurement cardinality %v, expected upto %v; difference is larger than expected %v", cardinality, expCardinality, exp)
}
}
func TestStore_Cardinality_Compactions_Inmem(t *testing.T) {
t.Parallel()
store := NewStore()
store.EngineOptions.Config.Index = "inmem"
store.EngineOptions.Config.MaxSeriesPerDatabase = 0
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
testStoreCardinalityCompactions(t, store)
}
func TestStore_Cardinality_Compactions_TSI1(t *testing.T) {
t.Parallel()
store := NewStore()
store.EngineOptions.Config.Index = "tsi1"
store.EngineOptions.Config.MaxSeriesPerDatabase = 0
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
testStoreCardinalityCompactions(t, store)
}
func TestStore_TagValues(t *testing.T) {
t.Parallel()
// No WHERE - just get for keys host and shard
RHSAll := &influxql.ParenExpr{
Expr: &influxql.BinaryExpr{
Op: influxql.OR,
LHS: &influxql.BinaryExpr{
Op: influxql.EQ,
LHS: &influxql.VarRef{Val: "_tagKey"},
RHS: &influxql.StringLiteral{Val: "host"},
},
RHS: &influxql.BinaryExpr{
Op: influxql.EQ,
LHS: &influxql.VarRef{Val: "_tagKey"},
RHS: &influxql.StringLiteral{Val: "shard"},
},
},
}
// Get for host and shard, but also WHERE on foo = a
RHSWhere := &influxql.ParenExpr{
Expr: &influxql.BinaryExpr{
Op: influxql.AND,
LHS: &influxql.ParenExpr{
Expr: &influxql.BinaryExpr{
Op: influxql.EQ,
LHS: &influxql.VarRef{Val: "foo"},
RHS: &influxql.StringLiteral{Val: "a"},
},
},
RHS: RHSAll,
},
}
// SHOW TAG VALUES FROM /cpu\d/ WITH KEY IN ("host", "shard")
//
// Switching out RHS for RHSWhere would make the query:
// SHOW TAG VALUES FROM /cpu\d/ WITH KEY IN ("host", "shard") WHERE foo = 'a'
base := influxql.BinaryExpr{
Op: influxql.AND,
LHS: &influxql.ParenExpr{
Expr: &influxql.BinaryExpr{
Op: influxql.EQREGEX,
LHS: &influxql.VarRef{Val: "_name"},
RHS: &influxql.RegexLiteral{Val: regexp.MustCompile(`cpu\d`)},
},
},
RHS: RHSAll,
}
var baseWhere *influxql.BinaryExpr = influxql.CloneExpr(&base).(*influxql.BinaryExpr)
baseWhere.RHS = RHSWhere
examples := []struct {
Name string
Expr influxql.Expr
Exp []tsdb.TagValues
}{
{
Name: "No WHERE clause",
Expr: &base,
Exp: []tsdb.TagValues{
createTagValues("cpu0", map[string][]string{"host": {"nofoo", "tv0", "tv1", "tv2", "tv3"}, "shard": {"s0", "s1", "s2"}}),
createTagValues("cpu1", map[string][]string{"host": {"nofoo", "tv0", "tv1", "tv2", "tv3"}, "shard": {"s0", "s1", "s2"}}),
createTagValues("cpu2", map[string][]string{"host": {"nofoo", "tv0", "tv1", "tv2", "tv3"}, "shard": {"s0", "s1", "s2"}}),
},
},
{
Name: "With WHERE clause",
Expr: baseWhere,
Exp: []tsdb.TagValues{
createTagValues("cpu0", map[string][]string{"host": {"tv0", "tv1", "tv2", "tv3"}, "shard": {"s0", "s1", "s2"}}),
createTagValues("cpu1", map[string][]string{"host": {"tv0", "tv1", "tv2", "tv3"}, "shard": {"s0", "s1", "s2"}}),
createTagValues("cpu2", map[string][]string{"host": {"tv0", "tv1", "tv2", "tv3"}, "shard": {"s0", "s1", "s2"}}),
},
},
}
var s *Store
setup := func(index string) {
s = MustOpenStore()
s.EngineOptions.IndexVersion = index
fmtStr := `cpu%[1]d,foo=a,ignoreme=nope,host=tv%[2]d,shard=s%[3]d value=1 %[4]d
cpu%[1]d,host=nofoo value=1 %[4]d
mem,host=nothanks value=1 %[4]d
`
genPoints := func(sid int) []string {
var ts int
points := make([]string, 0, 3*4)
for m := 0; m < 3; m++ {
for tagvid := 0; tagvid < 4; tagvid++ {
points = append(points, fmt.Sprintf(fmtStr, m, tagvid, sid, ts))
ts++
}
}
return points
}
// Create data across 3 shards.
for i := 0; i < 3; i++ {
s.MustCreateShardWithData("db0", "rp0", i, genPoints(i)...)
}
}
indexes := []string{"inmem", "tsi1"}
for _, example := range examples {
for _, index := range indexes {
setup(index)
t.Run(example.Name+"_"+index, func(t *testing.T) {
got, err := s.TagValues("db0", example.Expr)
if err != nil {
t.Fatal(err)
}
exp := example.Exp
if !reflect.DeepEqual(got, exp) {
t.Fatalf("got:\n%#v\n\nexp:\n%#v", got, exp)
}
})
s.Close()
}
}
}
// Helper to create some tag values
func createTagValues(mname string, kvs map[string][]string) tsdb.TagValues {
var sz int
for _, v := range kvs {
sz += len(v)
}
out := tsdb.TagValues{
Measurement: mname,
Values: make([]tsdb.KeyValue, 0, sz),
}
for tk, tvs := range kvs {
for _, tv := range tvs {
out.Values = append(out.Values, tsdb.KeyValue{Key: tk, Value: tv})
}
// We have to sort the KeyValues since that's how they're provided from
// the tsdb.Store.
sort.Sort(tsdb.KeyValues(out.Values))
}
return out
}
func benchmarkStoreSeriesCardinality(b *testing.B, store *Store, n int) {
// Write a point to n shards.
for shardID := 0; shardID < n; shardID++ {
if err := store.CreateShard("db", "rp", uint64(shardID), true); err != nil {
b.Fatalf("create shard: %s", err)
}
err := store.WriteToShard(uint64(shardID), []models.Point{models.MustNewPoint("cpu", nil, map[string]interface{}{"value": 1.0}, time.Now())})
if err != nil {
b.Fatalf("write: %s", err)
}
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
_, _ = store.SeriesCardinality("db")
}
}
func BenchmarkStore_SeriesCardinality_100_Shards_Inmem(b *testing.B) {
store := NewStore()
store.EngineOptions.Config.Index = "inmem"
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
benchmarkStoreSeriesCardinality(b, store, 100)
}
func BenchmarkStore_SeriesCardinality_100_Shards_TSI(b *testing.B) {
store := NewStore()
store.EngineOptions.Config.Index = "tsi1"
if err := store.Open(); err != nil {
panic(err)
}
defer store.Close()
benchmarkStoreSeriesCardinality(b, store, 100)
}
func BenchmarkStoreOpen_200KSeries_100Shards(b *testing.B) { benchmarkStoreOpen(b, 64, 5, 5, 1, 100) }
func benchmarkStoreOpen(b *testing.B, mCnt, tkCnt, tvCnt, pntCnt, shardCnt int) {
var path string
if err := func() error {
store := MustOpenStore()
defer store.Store.Close()
path = store.Path()
// Generate test series (measurements + unique tag sets).
series := genTestSeries(mCnt, tkCnt, tvCnt)
// Generate point data to write to the shards.
points := []models.Point{}
for _, s := range series {
for val := 0.0; val < float64(pntCnt); val++ {
p := models.MustNewPoint(s.Measurement, s.Series.Tags(), map[string]interface{}{"value": val}, time.Now())
points = append(points, p)
}
}
// Create requested number of shards in the store & write points.
for shardID := 0; shardID < shardCnt; shardID++ {
if err := store.CreateShard("mydb", "myrp", uint64(shardID), true); err != nil {
return fmt.Errorf("create shard: %s", err)
}
if err := store.BatchWrite(shardID, points); err != nil {
return fmt.Errorf("batch write: %s", err)
}
}
return nil
}(); err != nil {
b.Fatal(err)
}
defer os.RemoveAll(path)
// Run the benchmark loop.
b.ResetTimer()
for n := 0; n < b.N; n++ {
store := tsdb.NewStore(path)
if err := store.Open(); err != nil {
b.Fatalf("open store error: %s", err)
}
b.StopTimer()
store.Close()
b.StartTimer()
}
}
// To store result of benchmark (ensure allocated on heap).
var tvResult []tsdb.TagValues
func BenchmarkStore_TagValues(b *testing.B) {
benchmarks := []struct {
name string
shards int
measurements int
tagValues int
}{
{name: "s=1_m=1_v=100", shards: 1, measurements: 1, tagValues: 100},
{name: "s=1_m=1_v=1000", shards: 1, measurements: 1, tagValues: 1000},
{name: "s=1_m=10_v=100", shards: 1, measurements: 10, tagValues: 100},
{name: "s=1_m=10_v=1000", shards: 1, measurements: 10, tagValues: 1000},
{name: "s=1_m=100_v=100", shards: 1, measurements: 100, tagValues: 100},
{name: "s=1_m=100_v=1000", shards: 1, measurements: 100, tagValues: 1000},
{name: "s=10_m=1_v=100", shards: 10, measurements: 1, tagValues: 100},
{name: "s=10_m=1_v=1000", shards: 10, measurements: 1, tagValues: 1000},
{name: "s=10_m=10_v=100", shards: 10, measurements: 10, tagValues: 100},
{name: "s=10_m=10_v=1000", shards: 10, measurements: 10, tagValues: 1000},
{name: "s=10_m=100_v=100", shards: 10, measurements: 100, tagValues: 100},
{name: "s=10_m=100_v=1000", shards: 10, measurements: 100, tagValues: 1000},
}
var s *Store
setup := func(shards, measurements, tagValues int, index string, useRandom bool) {
s = NewStore()
s.EngineOptions.IndexVersion = index
if err := s.Open(); err != nil {
panic(err)
}
fmtStr := `cpu%[1]d,host=tv%[2]d,shard=s%[3]d,z1=s%[1]d%[2]d,z2=%[4]s value=1 %[5]d`
// genPoints generates some point data. If ran is true then random tag
// key values will be generated, meaning more work sorting and merging.
// If ran is false, then the same set of points will be produced for the
// same set of parameters, meaning more de-duplication of points will be
// needed.
genPoints := func(sid int, ran bool) []string {
var v, ts int
var half string
points := make([]string, 0, measurements*tagValues)
for m := 0; m < measurements; m++ {
for tagvid := 0; tagvid < tagValues; tagvid++ {
v = tagvid
if ran {
v = rand.Intn(100000)
}
half = fmt.Sprint(rand.Intn(2) == 0)
points = append(points, fmt.Sprintf(fmtStr, m, v, sid, half, ts))
ts++
}
}
return points
}
// Create data across chosen number of shards.
for i := 0; i < shards; i++ {
s.MustCreateShardWithData("db0", "rp0", i, genPoints(i, useRandom)...)
}
}
teardown := func() {
if err := s.Close(); err != nil {
b.Fatal(err)
}
}
// SHOW TAG VALUES WITH KEY IN ("host", "shard")
cond1 := &influxql.ParenExpr{
Expr: &influxql.BinaryExpr{
Op: influxql.OR,
LHS: &influxql.BinaryExpr{
Op: influxql.EQ,
LHS: &influxql.VarRef{Val: "_tagKey"},
RHS: &influxql.StringLiteral{Val: "host"},
},
RHS: &influxql.BinaryExpr{
Op: influxql.EQ,
LHS: &influxql.VarRef{Val: "_tagKey"},
RHS: &influxql.StringLiteral{Val: "shard"},
},
},
}
cond2 := &influxql.ParenExpr{
Expr: &influxql.BinaryExpr{
Op: influxql.AND,
LHS: &influxql.ParenExpr{
Expr: &influxql.BinaryExpr{
Op: influxql.EQ,
LHS: &influxql.VarRef{Val: "z2"},
RHS: &influxql.StringLiteral{Val: "true"},
},
},
RHS: cond1,
},
}
var err error
for _, index := range []string{"inmem", "tsi1"} {
for useRand := 0; useRand < 2; useRand++ {
for c, condition := range []influxql.Expr{cond1, cond2} {
for _, bm := range benchmarks {
setup(bm.shards, bm.measurements, bm.tagValues, index, useRand == 1)
cnd := "Unfiltered"
if c == 0 {
cnd = "Filtered"
}
b.Run("random_values="+fmt.Sprint(useRand == 1)+"_index="+index+"_"+cnd+"_"+bm.name, func(b *testing.B) {
for i := 0; i < b.N; i++ {
if tvResult, err = s.TagValues("db0", condition); err != nil {
b.Fatal(err)
}
}
})
teardown()
}
}
}
}
}
// Store is a test wrapper for tsdb.Store.
type Store struct {
*tsdb.Store
}
// NewStore returns a new instance of Store with a temporary path.
func NewStore() *Store {
path, err := ioutil.TempDir("", "influxdb-tsdb-")
if err != nil {
panic(err)
}
s := &Store{Store: tsdb.NewStore(path)}
s.EngineOptions.Config.WALDir = filepath.Join(path, "wal")
s.EngineOptions.Config.TraceLoggingEnabled = true
if testing.Verbose() {
s.WithLogger(zap.New(
zap.NewTextEncoder(),
zap.Output(os.Stdout),
))
}
return s
}
// MustOpenStore returns a new, open Store using the default index,
// at a temporary path.
func MustOpenStore() *Store {
s := NewStore()
if err := s.Open(); err != nil {
panic(err)
}
return s
}
// Reopen closes and reopens the store as a new store.
func (s *Store) Reopen() error {
if err := s.Store.Close(); err != nil {
return err
}
s.Store = tsdb.NewStore(s.Path())
s.EngineOptions.Config.WALDir = filepath.Join(s.Path(), "wal")
return s.Open()
}
// Close closes the store and removes the underlying data.
func (s *Store) Close() error {
defer os.RemoveAll(s.Path())
return s.Store.Close()
}
// MustCreateShardWithData creates a shard and writes line protocol data to it.
func (s *Store) MustCreateShardWithData(db, rp string, shardID int, data ...string) {
if err := s.CreateShard(db, rp, uint64(shardID), true); err != nil {
panic(err)
}
s.MustWriteToShardString(shardID, data...)
}
// MustWriteToShardString parses the line protocol (with second precision) and
// inserts the resulting points into a shard. Panic on error.
func (s *Store) MustWriteToShardString(shardID int, data ...string) {
var points []models.Point
for i := range data {
a, err := models.ParsePointsWithPrecision([]byte(strings.TrimSpace(data[i])), time.Time{}, "s")
if err != nil {
panic(err)
}
points = append(points, a...)
}
if err := s.WriteToShard(uint64(shardID), points); err != nil {
panic(err)
}
}
// BatchWrite writes points to a shard in chunks.
func (s *Store) BatchWrite(shardID int, points []models.Point) error {
nPts := len(points)
chunkSz := 10000
start := 0
end := chunkSz
for {
if end > nPts {
end = nPts
}
if end-start == 0 {
break
}
if err := s.WriteToShard(uint64(shardID), points[start:end]); err != nil {
return err
}
start = end
end += chunkSz
}
return nil
}
// ParseTags returns an instance of Tags for a comma-delimited list of key/values.
func ParseTags(s string) influxql.Tags {
m := make(map[string]string)
for _, kv := range strings.Split(s, ",") {
a := strings.Split(kv, "=")
m[a[0]] = a[1]
}
return influxql.NewTags(m)
}
func dirExists(path string) bool {
var err error
if _, err = os.Stat(path); err == nil {
return true
}
return !os.IsNotExist(err)
}