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fix(bench): bring in benchmark fixes from main (#1863)
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/* | ||
* Copyright 2021 Dgraph Labs, Inc. and Contributors | ||
* | ||
* 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. | ||
*/ | ||
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package cmd | ||
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import ( | ||
"bytes" | ||
"fmt" | ||
"os" | ||
"runtime/pprof" | ||
"sort" | ||
"testing" | ||
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"github.com/spf13/cobra" | ||
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"github.com/dgraph-io/badger/v3" | ||
"github.com/dgraph-io/badger/v3/options" | ||
"github.com/dgraph-io/badger/v3/table" | ||
"github.com/dgraph-io/badger/v3/y" | ||
) | ||
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var pickBenchCmd = &cobra.Command{ | ||
Use: "picktable", | ||
Short: "Benchmark pick tables.", | ||
Long: `This command simulates pickTables used in iterators.`, | ||
RunE: pickTableBench, | ||
} | ||
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var ( | ||
pickOpts = struct { | ||
readOnly bool | ||
sampleSize int | ||
cpuprofile string | ||
}{} | ||
keys [][]byte | ||
handler levelHandler | ||
) | ||
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func init() { | ||
benchCmd.AddCommand(pickBenchCmd) | ||
pickBenchCmd.Flags().BoolVar( | ||
&pickOpts.readOnly, "read-only", true, "If true, DB will be opened in read only mode.") | ||
pickBenchCmd.Flags().IntVar( | ||
&pickOpts.sampleSize, "sample-size", 1000000, "Sample size of keys to be used for lookup.") | ||
pickBenchCmd.Flags().StringVar( | ||
&pickOpts.cpuprofile, "cpuprofile", "", "Write CPU profile to file.") | ||
} | ||
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func pickTableBench(cmd *cobra.Command, args []string) error { | ||
opt := badger.DefaultOptions(sstDir). | ||
WithValueDir(vlogDir). | ||
WithReadOnly(pickOpts.readOnly) | ||
fmt.Printf("Opening badger with options = %+v\n", opt) | ||
db, err := badger.OpenManaged(opt) | ||
if err != nil { | ||
return y.Wrapf(err, "unable to open DB") | ||
} | ||
defer func() { | ||
y.Check(db.Close()) | ||
}() | ||
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boundaries := getBoundaries(db) | ||
tables := genTables(boundaries) | ||
handler.init(tables) | ||
keys, err = getSampleKeys(db, pickOpts.sampleSize) | ||
y.Check(err) | ||
fmt.Println("Running benchmark...") | ||
fmt.Println("***** BenchmarkPickTables *****") | ||
fmt.Println(testing.Benchmark(BenchmarkPickTables)) | ||
fmt.Println("*******************************") | ||
return nil | ||
} | ||
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func BenchmarkPickTables(b *testing.B) { | ||
if len(pickOpts.cpuprofile) > 0 { | ||
f, err := os.Create(pickOpts.cpuprofile) | ||
y.Check(err) | ||
err = pprof.StartCPUProfile(f) | ||
y.Check(err) | ||
defer pprof.StopCPUProfile() | ||
} | ||
b.ResetTimer() | ||
iopts := iteratorOptions{prefixIsKey: true} | ||
for i := 0; i < b.N; i++ { | ||
for _, key := range keys { | ||
iopts.Prefix = key | ||
_ = handler.pickTables(iopts) | ||
} | ||
} | ||
} | ||
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// See badger.IteratorOptions (iterator.go) | ||
type iteratorOptions struct { | ||
prefixIsKey bool // If set, use the prefix for bloom filter lookup. | ||
Prefix []byte // Only iterate over this given prefix. | ||
SinceTs uint64 // Only read data that has version > SinceTs. | ||
} | ||
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// See compareToPrefix in iterator.go | ||
func (opt *iteratorOptions) compareToPrefix(key []byte) int { | ||
// We should compare key without timestamp. For example key - a[TS] might be > "aa" prefix. | ||
key = y.ParseKey(key) | ||
if len(key) > len(opt.Prefix) { | ||
key = key[:len(opt.Prefix)] | ||
} | ||
return bytes.Compare(key, opt.Prefix) | ||
} | ||
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// See levelHandler in level_handler.go | ||
type levelHandler struct { | ||
tables []*table.Table | ||
} | ||
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func (s *levelHandler) init(tables []*table.Table) { | ||
fmt.Println("Initializing level handler...") | ||
s.tables = tables | ||
} | ||
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// This implementation is based on the implementation in master branch. | ||
func (s *levelHandler) pickTables(opt iteratorOptions) []*table.Table { | ||
filterTables := func(tables []*table.Table) []*table.Table { | ||
if opt.SinceTs > 0 { | ||
tmp := tables[:0] | ||
for _, t := range tables { | ||
if t.MaxVersion() < opt.SinceTs { | ||
continue | ||
} | ||
tmp = append(tmp, t) | ||
} | ||
tables = tmp | ||
} | ||
return tables | ||
} | ||
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all := s.tables | ||
if len(opt.Prefix) == 0 { | ||
out := make([]*table.Table, len(all)) | ||
copy(out, all) | ||
return filterTables(out) | ||
} | ||
sIdx := sort.Search(len(all), func(i int) bool { | ||
// table.Biggest >= opt.prefix | ||
// if opt.Prefix < table.Biggest, then surely it is not in any of the preceding tables. | ||
return opt.compareToPrefix(all[i].Biggest()) >= 0 | ||
}) | ||
if sIdx == len(all) { | ||
// Not found. | ||
return []*table.Table{} | ||
} | ||
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filtered := all[sIdx:] | ||
if !opt.prefixIsKey { | ||
eIdx := sort.Search(len(filtered), func(i int) bool { | ||
return opt.compareToPrefix(filtered[i].Smallest()) > 0 | ||
}) | ||
out := make([]*table.Table, len(filtered[:eIdx])) | ||
copy(out, filtered[:eIdx]) | ||
return filterTables(out) | ||
} | ||
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// opt.prefixIsKey == true. This code is optimizing for opt.prefixIsKey part. | ||
var out []*table.Table | ||
// hash := y.Hash(opt.Prefix) | ||
for _, t := range filtered { | ||
// When we encounter the first table whose smallest key is higher than opt.Prefix, we can | ||
// stop. This is an IMPORTANT optimization, just considering how often we call | ||
// NewKeyIterator. | ||
if opt.compareToPrefix(t.Smallest()) > 0 { | ||
// if table.Smallest > opt.Prefix, then this and all tables after this can be ignored. | ||
break | ||
} | ||
out = append(out, t) | ||
} | ||
return filterTables(out) | ||
} | ||
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// Sorts the boundaries and creates mock table out of them. | ||
func genTables(boundaries [][]byte) []*table.Table { | ||
buildTable := func(k1, k2 []byte) *table.Table { | ||
opts := table.Options{ | ||
ChkMode: options.NoVerification, | ||
} | ||
b := table.NewTableBuilder(opts) | ||
defer b.Close() | ||
// Add one key so that we can open this table. | ||
b.Add(y.KeyWithTs(k1, 1), y.ValueStruct{}, 0) | ||
b.Add(y.KeyWithTs(k2, 1), y.ValueStruct{}, 0) | ||
tab, err := table.OpenInMemoryTable(b.Finish(), 0, &opts) | ||
y.Check(err) | ||
return tab | ||
} | ||
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sort.Slice(boundaries, func(i, j int) bool { | ||
return bytes.Compare(boundaries[i], boundaries[j]) < 0 | ||
}) | ||
out := make([]*table.Table, 0, len(boundaries)) | ||
for i := range boundaries { | ||
var j int | ||
if i != 0 { | ||
j = i - 1 | ||
} | ||
out = append(out, buildTable(boundaries[i], boundaries[j])) | ||
} | ||
fmt.Printf("Created %d mock tables.\n", len(out)) | ||
return out | ||
} | ||
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func getBoundaries(db *badger.DB) [][]byte { | ||
fmt.Println("Getting the table boundaries...") | ||
tables := db.Tables() | ||
out := make([][]byte, 0, 2*len(tables)) | ||
for _, t := range tables { | ||
out = append(out, t.Left, t.Right) | ||
} | ||
return out | ||
} |
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