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69
README.md
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@ -1,42 +1,63 @@
# Sonic
A blazingly fast JSON serializing & deserializing library, accelerated by JIT(just-in-time compiling) and SIMD(single-instruction-multi-data).
A blazingly fast JSON serializing & deserializing library, accelerated by JIT (just-in-time compiling) and SIMD (single-instruction-multiple-data).
**WARNING: This is still in alpha stage, use with care !**
## Benchmarks
For all sizes of json and all scenes of usage, Sonic performs almost best.
For **all sizes** of json and **all cases** of usage, **Sonic performs best**.
- [Small](https://github.com/bytedance/sonic/blob/main/testdata/small.go) (400B, 11 keys, 3 levels)
![small benchmarks](bench-400B.png)
- [Large](https://github.com/bytedance/sonic/blob/main/testdata/twitterescaped.json) (550KB, 10000+ key, 6 levels)
![large benchmarks](bench-550KB.png)
![small benchmarks](bench-small.png)
- [Large](https://github.com/bytedance/sonic/blob/main/testdata/twitter.json) (635KB, 10000+ key, 6 levels)
![large benchmarks](bench-large.png)
- [Medium](https://github.com/bytedance/sonic/blob/main/decoder/testdata_test.go#L19) (13KB, 300+ key, 6 levels)
For a 13KB TwitterJson, Sonic is **1.5x** faster than [json-iterator](https://github.com/json-iterator/go) in decoding, **2.5x** faster in encoding.
For a 13KB TwitterJson, Sonic is **1.6x faster** than [json-iterator](https://github.com/json-iterator/go) in `decoding`, **2.7x faster** in `encoding`，**9.6x faster** in `searching`.
```powershell
goos: darwin
goarch: amd64
pkg: github.com/bytedance/sonic/encoder
cpu: Intel(R) Core(TM) i9-9880H CPU @ 2.30GHz
BenchmarkEncoder_Generic_Sonic-16 100000 24174 ns/op 539.22 MB/s 17757 B/op 42 allocs/op
BenchmarkEncoder_Generic_JsonIter-16 100000 44613 ns/op 292.18 MB/s 13433 B/op 77 allocs/op
BenchmarkEncoder_Generic_GoJson-16 100000 87898 ns/op 148.30 MB/s 13234 B/op 39 allocs/op
BenchmarkEncoder_Generic_StdLib-16 100000 133512 ns/op 97.63 MB/s 48177 B/op 827 allocs/op
BenchmarkEncoder_Generic_Sonic-16 100000 27844 ns/op 468.14 MB/s 14332 B/op 4 allocs/op
BenchmarkEncoder_Generic_JsonIter-16 100000 52179 ns/op 249.81 MB/s 13433 B/op 77 allocs/op
BenchmarkEncoder_Generic_GoJson-16 100000 47033 ns/op 277.15 MB/s 13129 B/op 39 allocs/op
BenchmarkEncoder_Generic_StdLib-16 100000 151394 ns/op 86.10 MB/s 48177 B/op 827 allocs/op
BenchmarkEncoder_Binding_Sonic-16 100000 7338 ns/op 1776.47 MB/s 14492 B/op 4 allocs/op
BenchmarkEncoder_Binding_JsonIter-16 100000 25365 ns/op 513.90 MB/s 9488 B/op 2 allocs/op
BenchmarkEncoder_Binding_GoJson-16 100000 10357 ns/op 1258.62 MB/s 9483 B/op 1 allocs/op
BenchmarkEncoder_Binding_StdLib-16 100000 20258 ns/op 643.44 MB/s 9480 B/op 1 allocs/op
BenchmarkEncoder_Parallel_Generic_Sonic-16 100000 5145 ns/op 2533.58 MB/s 10768 B/op 4 allocs/op
BenchmarkEncoder_Parallel_Generic_JsonIter-16 100000 11436 ns/op 1139.78 MB/s 13451 B/op 77 allocs/op
BenchmarkEncoder_Parallel_Generic_GoJson-16 100000 15274 ns/op 853.43 MB/s 13143 B/op 39 allocs/op
BenchmarkEncoder_Parallel_Generic_StdLib-16 100000 56236 ns/op 231.79 MB/s 48211 B/op 827 allocs/op
BenchmarkEncoder_Parallel_Binding_Sonic-16 100000 1821 ns/op 7159.40 MB/s 11262 B/op 4 allocs/op
BenchmarkEncoder_Parallel_Binding_JsonIter-16 100000 4559 ns/op 2859.24 MB/s 9487 B/op 2 allocs/op
BenchmarkEncoder_Parallel_Binding_GoJson-16 100000 2182 ns/op 5973.36 MB/s 9481 B/op 1 allocs/op
BenchmarkEncoder_Parallel_Binding_StdLib-16 100000 3867 ns/op 3370.58 MB/s 9477 B/op 1 allocs/op
BenchmarkEncoder_Binding_Sonic-16 100000 6058 ns/op 2151.73 MB/s 13481 B/op 4 allocs/op
BenchmarkEncoder_Binding_JsonIter-16 100000 21223 ns/op 614.20 MB/s 9488 B/op 2 allocs/op
BenchmarkEncoder_Binding_GoJson-16 100000 10186 ns/op 1279.74 MB/s 9480 B/op 1 allocs/op
BenchmarkEncoder_Binding_StdLib-16 100000 17741 ns/op 734.75 MB/s 9479 B/op 1 allocs/op
BenchmarkDecoder_Generic_Sonic-16 100000 61092 ns/op 213.37 MB/s 49761 B/op 317 allocs/op
BenchmarkDecoder_Generic_StdLib-16 100000 158709 ns/op 82.13 MB/s 50899 B/op 772 allocs/op
BenchmarkDecoder_Generic_JsonIter-16 100000 113397 ns/op 114.95 MB/s 55789 B/op 1068 allocs/op
BenchmarkDecoder_Generic_GoJson-16 100000 108711 ns/op 119.91 MB/s 65679 B/op 944 allocs/op
BenchmarkDecoder_Binding_Sonic-16 100000 32614 ns/op 399.67 MB/s 25174 B/op 38 allocs/op
BenchmarkDecoder_Binding_StdLib-16 100000 150494 ns/op 86.61 MB/s 10560 B/op 207 allocs/op
BenchmarkDecoder_Binding_JsonIter-16 100000 43621 ns/op 298.83 MB/s 14674 B/op 385 allocs/op
BenchmarkDecoder_Binding_GoJson-16 100000 37525 ns/op 347.36 MB/s 22048 B/op 49 allocs/op
BenchmarkDecoder_Parallel_Generic_Sonic-16 100000 10581 ns/op 1231.89 MB/s 49636 B/op 317 allocs/op
BenchmarkDecoder_Parallel_Generic_StdLib-16 100000 67640 ns/op 192.71 MB/s 50909 B/op 772 allocs/op
BenchmarkDecoder_Parallel_Generic_JsonIter-16 100000 60982 ns/op 213.75 MB/s 55809 B/op 1068 allocs/op
BenchmarkDecoder_Parallel_Generic_GoJson-16 100000 51373 ns/op 253.73 MB/s 65718 B/op 945 allocs/op
BenchmarkDecoder_Parallel_Binding_Sonic-16 100000 6995 ns/op 1863.60 MB/s 24890 B/op 38 allocs/op
BenchmarkDecoder_Parallel_Binding_StdLib-16 100000 45269 ns/op 287.94 MB/s 10559 B/op 207 allocs/op
BenchmarkDecoder_Parallel_Binding_JsonIter-16 100000 18416 ns/op 707.82 MB/s 14677 B/op 385 allocs/op
BenchmarkDecoder_Parallel_Binding_GoJson-16 100000 17524 ns/op 743.85 MB/s 22132 B/op 49 allocs/op
BenchmarkDecoder_Generic_Sonic-16 100000 53344 ns/op 244.36 MB/s 50158 B/op 313 allocs/op
BenchmarkDecoder_Generic_StdLib-16 100000 141006 ns/op 92.44 MB/s 50898 B/op 772 allocs/op
BenchmarkDecoder_Generic_JsonIter-16 100000 106386 ns/op 122.53 MB/s 55785 B/op 1068 allocs/op
BenchmarkDecoder_Generic_GoJson-16 100000 107184 ns/op 121.61 MB/s 65678 B/op 944 allocs/op
BenchmarkDecoder_Binding_Sonic-16 100000 30039 ns/op 433.94 MB/s 25259 B/op 34 allocs/op
BenchmarkDecoder_Binding_StdLib-16 100000 131088 ns/op 99.44 MB/s 10560 B/op 207 allocs/op
BenchmarkDecoder_Binding_JsonIter-16 100000 37988 ns/op 343.13 MB/s 14674 B/op 385 allocs/op
BenchmarkDecoder_Binding_GoJson-16 100000 33741 ns/op 386.33 MB/s 22047 B/op 49 allocs/op
BenchmarkSearchOne_Gjson-16 100000 8812 ns/op 1477.89 MB/s 0 B/op 0 allocs/op
BenchmarkSearchOne_Jsoniter-16 100000 55845 ns/op 233.20 MB/s 27936 B/op 647 allocs/op
BenchmarkSearchOne_Sonic-16 100000 10422 ns/op 1249.54 MB/s 0 B/op 0 allocs/op
BenchmarkSearchOne_Parallel_Gjson-16 100000 955.1 ns/op 13635.35 MB/s 0 B/op 0 allocs/op
BenchmarkSearchOne_Parallel_Jsoniter-16 100000 18864 ns/op 690.37 MB/s 27942 B/op 647 allocs/op
BenchmarkSearchOne_Parallel_Sonic-16 100000 1420 ns/op 9171.43 MB/s 234 B/op 0 allocs/op
```
More detail see [decoder/decoder_test.go](https://github.com/bytedance/sonic/blob/main/decoder/decoder_test.go), [encoder/encoder_test.go](https://github.com/bytedance/sonic/blob/main/encoder/encoder_test.go), [ast/search_test.go](https://github.com/bytedance/sonic/blob/main/ast/search_test.go), [ast/parser_test.go](https://github.com/bytedance/sonic/blob/main/ast/parser_test.go)

24
ast/search_test.go
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@ -125,9 +125,9 @@ func TestSearchNotExist(t *testing.T) {
func BenchmarkSearchOne_Gjson(b *testing.B) {
b.SetBytes(int64(len(_TwitterJson)))
for i := 0; i < b.N; i++ {
ast := gjson.Get(_TwitterJson, "statuses.2.id")
ast := gjson.Get(_TwitterJson, "statuses.3.id")
node := ast.Int()
if node != 249289491129438208 {
if node != 249279667666817024 {
b.Fail()
}
}
@ -137,9 +137,9 @@ func BenchmarkSearchOne_Jsoniter(b *testing.B) {
b.SetBytes(int64(len(_TwitterJson)))
data := []byte(_TwitterJson)
for i := 0; i < b.N; i++ {
ast := jsoniter.Get(data, "statuses", 2, "id")
ast := jsoniter.Get(data, "statuses", 3, "id")
node := ast.ToInt()
if node != 249289491129438208 {
if node != 249279667666817024 {
b.Fail()
}
}
@ -149,11 +149,11 @@ func BenchmarkSearchOne_Sonic(b *testing.B) {
b.SetBytes(int64(len(_TwitterJson)))
ast := NewSearcher(_TwitterJson)
for i := 0; i < b.N; i++ {
node, err := ast.GetByPath("statuses", 2, "id")
node, err := ast.GetByPath("statuses", 3, "id")
if err != nil {
b.Fatal(err)
}
if node.Int64() != 249289491129438208 {
if node.Int64() != 249279667666817024 {
b.Fatal(node.Interface())
}
}
@ -164,9 +164,9 @@ func BenchmarkSearchOne_Parallel_Gjson(b *testing.B) {
b.SetParallelism(parallelism)
b.RunParallel(func(pb *testing.PB) {
for pb.Next() {
ast := gjson.Get(_TwitterJson, "statuses.2.id")
ast := gjson.Get(_TwitterJson, "statuses.3.id")
node := ast.Int()
if node != 249289491129438208 {
if node != 249279667666817024 {
b.Fail()
}
}
@ -179,9 +179,9 @@ func BenchmarkSearchOne_Parallel_Jsoniter(b *testing.B) {
b.SetParallelism(parallelism)
b.RunParallel(func(pb *testing.PB) {
for pb.Next() {
ast := jsoniter.Get(data, "statuses", 2, "id")
ast := jsoniter.Get(data, "statuses", 3, "id")
node := ast.ToInt()
if node != 249289491129438208 {
if node != 249279667666817024 {
b.Fail()
}
}
@ -194,11 +194,11 @@ func BenchmarkSearchOne_Parallel_Sonic(b *testing.B) {
b.RunParallel(func(pb *testing.PB) {
ast := NewSearcher(_TwitterJson)
for pb.Next() {
node, err := ast.GetByPath("statuses", 2, "id")
node, err := ast.GetByPath("statuses", 3, "id")
if err != nil {
b.Fatal(err)
}
if node.Int64() != 249289491129438208 {
if node.Int64() != 249279667666817024 {
b.Fatal(node.Interface())
}
}

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bench.sh Normal file
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@ -0,0 +1,14 @@
#!/usr/bin/env bash
pwd=$(pwd)
cd $pwd/encoder
go test -benchmem -run=^$ -benchtime=100000x -bench "^(BenchmarkEncoder_Generic_Sonic|BenchmarkEncoder_Generic_StdLib|BenchmarkEncoder_Generic_JsonIter|BenchmarkEncoder_Generic_GoJson|BenchmarkEncoder_Binding_Sonic|BenchmarkEncoder_Binding_StdLib|BenchmarkEncoder_Binding_JsonIter|BenchmarkEncoder_Binding_GoJson|BenchmarkEncoder_Parallel_Generic_Sonic|BenchmarkEncoder_Parallel_Generic_StdLib|BenchmarkEncoder_Parallel_Generic_JsonIter|BenchmarkEncoder_Parallel_Generic_GoJson|BenchmarkEncoder_Parallel_Binding_Sonic|BenchmarkEncoder_Parallel_Binding_StdLib|BenchmarkEncoder_Parallel_Binding_JsonIter|BenchmarkEncoder_Parallel_Binding_GoJson)$"
cd $pwd/decoder
go test -benchmem -run=^$ -benchtime=100000x -bench "^(BenchmarkDecoder_Generic_Sonic|BenchmarkDecoder_Generic_StdLib|BenchmarkDecoder_Generic_JsonIter|BenchmarkDecoder_Generic_GoJson|BenchmarkDecoder_Binding_Sonic|BenchmarkDecoder_Binding_StdLib|BenchmarkDecoder_Binding_JsonIter|BenchmarkDecoder_Binding_GoJson|BenchmarkDecoder_Parallel_Generic_Sonic|BenchmarkDecoder_Parallel_Generic_StdLib|BenchmarkDecoder_Parallel_Generic_JsonIter|BenchmarkDecoder_Parallel_Generic_GoJson|BenchmarkDecoder_Parallel_Binding_Sonic|BenchmarkDecoder_Parallel_Binding_StdLib|BenchmarkDecoder_Parallel_Binding_JsonIter|BenchmarkDecoder_Parallel_Binding_GoJson)$"
cd $pwd/ast
go test -benchmem -run=^$ -benchtime=100000x -bench "^(BenchmarkSearchOne_Gjson|BenchmarkSearchOne_Jsoniter|BenchmarkSearchOne_Sonic|BenchmarkSearchOne_Parallel_Gjson|BenchmarkSearchOne_Parallel_Jsoniter|BenchmarkSearchOne_Parallel_Sonic)$"
cd $pwd

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