smallnest / gosercomp

:zap: Golang Serializer Benchmark Comparison

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Golang Serialization Benchmark

Serializers

This project test the below go serializers, which compares with go standard json and xml.

Excluded Serializers

Given existed benchmark by alecthomas,or complexity, or activity, the below serializers are excluded from this test because of their poor performance.

Test Environment

go version: 1.13.4

Test:

go test -bench=.

Test Data Model

All tests are using the same data model as below:

type ColorGroup struct {
    ID     int `json:"id" xml:"id,attr""`
    Name   string `json:"name" xml:"name"`
    Colors []string `json:"colors" xml:"colors"`
}
`

Benchmark

Marshal

include marshalled bytes The test machine is the MacBook Pro 16 with i7 2.6GHz and 32G 2667MHz DDR4 memory. The test command we use is go test -benchtime=5s -bench=. -benchmem

BenchmarkMarshalByJson-128                        	14734310	       410.2 ns/op	        65.00 marshaledBytes	     128 B/op	       2 allocs/op
BenchmarkMarshalByXml-128                         	 1578195	      3735 ns/op	       137.0 marshaledBytes	    4736 B/op	      11 allocs/op
BenchmarkMarshalByMsgp-128                        	60867415	        90.96 ns/op	        47.00 marshaledBytes	      80 B/op	       1 allocs/op
BenchmarkMarshalByProtoBuf-128                    	18273046	       327.0 ns/op	        36.00 marshaledBytes	      64 B/op	       2 allocs/op
BenchmarkMarshalByGogoProtoBuf-128                	65710664	        90.39 ns/op	        36.00 marshaledBytes	      48 B/op	       1 allocs/op
BenchmarkMarshalByThrift-128                      	21794796	       273.7 ns/op	        63.00 marshaledBytes	      64 B/op	       1 allocs/op
BenchmarkMarshalByThriftIterator-128              	14869611	       402.6 ns/op	        63.00 marshaledBytes	     248 B/op	       6 allocs/op
BenchmarkMarshalByThriftIteratorDynamic-128       	14203106	       423.2 ns/op	        63.00 marshaledBytes	     200 B/op	       5 allocs/op
BenchmarkMarshalByThriftIteratorEncoder-128       	22899847	       295.3 ns/op	        63.00 marshaledBytes	     187 B/op	       0 allocs/op
BenchmarkMarshalByAvro-128                        	20259181	       297.5 ns/op	        32.00 marshaledBytes	     112 B/op	       2 allocs/op
BenchmarkMarshalByGencode-128                     	165538641	        35.88 ns/op	        34.00 marshaledBytes	       0 B/op	       0 allocs/op
BenchmarkMarshalByUgorjiCodecAndCbor-128          	 5353467	      1103 ns/op	        47.00 marshaledBytes	    1504 B/op	       6 allocs/op
BenchmarkMarshalByUgorjiCodecAndMsgp-128          	 5484471	      1093 ns/op	        47.00 marshaledBytes	    1504 B/op	       6 allocs/op
BenchmarkMarshalByUgorjiCodecAndBinc-128          	 5455846	      1104 ns/op	        47.00 marshaledBytes	    1504 B/op	       6 allocs/op
BenchmarkMarshalByUgorjiCodecAndJson-128          	 4621263	      1291 ns/op	        65.00 marshaledBytes	    1584 B/op	       6 allocs/op
BenchmarkMarshalByEasyjson-128                    	27812725	       215.5 ns/op	        65.00 marshaledBytes	     128 B/op	       1 allocs/op
BenchmarkMarshalByFfjson-128                      	 5023614	      1190 ns/op	        65.00 marshaledBytes	     412 B/op	       9 allocs/op
BenchmarkMarshalByJsoniter-128                    	17086744	       350.6 ns/op	        65.00 marshaledBytes	      88 B/op	       2 allocs/op
BenchmarkMarshalBySonic-128                       	20919127	       288.6 ns/op	        65.00 marshaledBytes	     198 B/op	       4 allocs/op
BenchmarkMarshalByGojay-128                       	13831465	       430.9 ns/op	        65.00 marshaledBytes	     538 B/op	       2 allocs/op
BenchmarkMarshalByGoMemdump-128                   	 1550764	      3864 ns/op	       200.0 marshaledBytes	    1512 B/op	      27 allocs/op
BenchmarkMarshalByColfer-128                      	216226507	        27.93 ns/op	        35.00 marshaledBytes	       0 B/op	       0 allocs/op
BenchmarkMarshalByZebrapack-128                   	46097662	       133.0 ns/op	       109.0 marshaledBytes	     186 B/op	       0 allocs/op
BenchmarkMarshalByHprose-128                      	25639276	       233.2 ns/op	        49.00 marshaledBytes	      24 B/op	       1 allocs/op
BenchmarkMarshalBySereal-128                      	 3448252	      1724 ns/op	        76.00 marshaledBytes	     728 B/op	      22 allocs/op
BenchmarkMarshalByVmihMsgpackv4-128               	11608585	       516.2 ns/op	        55.00 marshaledBytes	     232 B/op	       5 allocs/op
BenchmarkMarshalByRlp-128                         	22588225	       266.8 ns/op	        32.00 marshaledBytes	      64 B/op	       3 allocs/op
BenchmarkMarshalBySegmentioJSON-128               	 9633194	       623.1 ns/op	        65.00 marshaledBytes	    1072 B/op	       2 allocs/op

Unmarshal

BenchmarkUnmarshalByJson-128                      	 3697374	      1631 ns/op	     264 B/op	      10 allocs/op
BenchmarkUnmarshalByXml-128                       	  638480	      9316 ns/op	    2946 B/op	      70 allocs/op
BenchmarkUnmarshalByMsgp-128                      	44057836	       135.5 ns/op	      32 B/op	       5 allocs/op
BenchmarkUnmarshalByProtoBuf-128                  	 9628360	       620.3 ns/op	     176 B/op	      11 allocs/op
BenchmarkUnmarshalByGogoProtoBuf-128              	16364524	       370.0 ns/op	     160 B/op	      10 allocs/op
BenchmarkUnmarshalByThrift-128                    	10060344	       591.0 ns/op	      96 B/op	       6 allocs/op
BenchmarkUnmarshalByThriftIterator-128            	14740503	       407.5 ns/op	     168 B/op	       7 allocs/op
BenchmarkUnmarshalByThriftIteratorDynamic-128     	 5471894	      1098 ns/op	     592 B/op	      18 allocs/op
BenchmarkUnmarshalByThriftIteratorDecoder-128     	 5110819	      1162 ns/op	     616 B/op	      19 allocs/op
BenchmarkUnmarshalByAvro-128                      	  281683	     21232 ns/op	   12305 B/op	     232 allocs/op
BenchmarkUnmarshalByGencode-128                   	59231443	        99.60 ns/op	      32 B/op	       5 allocs/op
BenchmarkUnmarshalByUgorjiCodecAndCbor-128        	 5306976	      1128 ns/op	     656 B/op	       8 allocs/op
BenchmarkUnmarshalByUgorjiCodecAndMsgp-128        	 4681980	      1284 ns/op	     768 B/op	      10 allocs/op
BenchmarkUnmarshalByUgorjiCodecAndBinc-128        	 5368308	      1118 ns/op	     656 B/op	       8 allocs/op
BenchmarkUnmarshalByUgorjiCodecAndJson-128        	 3233894	      1865 ns/op	    1168 B/op	      10 allocs/op
BenchmarkUnmarshalByEasyjson-128                  	16066514	       371.5 ns/op	      32 B/op	       5 allocs/op
BenchmarkUnmarshalByFfjson-128                    	 3694323	      1620 ns/op	     474 B/op	      13 allocs/op
BenchmarkUnmarshalByJsoniter-128                  	16905810	       354.9 ns/op	      32 B/op	       5 allocs/op
BenchmarkUnmarshalBySonic-128                     	24124342	       247.9 ns/op	      99 B/op	       1 allocs/op
BenchmarkUnmarshalByGojay-128                     	 9106419	       659.9 ns/op	     281 B/op	       9 allocs/op
BenchmarkUnmarshalByGoMemdump-128                 	 9233306	       655.1 ns/op	     736 B/op	       9 allocs/op
BenchmarkUnmarshalByColfer-128                    	34182229	       175.7 ns/op	      96 B/op	       6 allocs/op
BenchmarkUnmarshalByZebrapack-128                 	29730520	       195.6 ns/op	      32 B/op	       5 allocs/op
BenchmarkUnmarshalByHprose-128                    	11646049	       517.5 ns/op	     272 B/op	       9 allocs/op
BenchmarkUnmarshalBySereal-128                    	12377004	       480.3 ns/op	      80 B/op	       6 allocs/op
BenchmarkUnmarshalByVmihMsgpackv4-128             	 7308202	       818.5 ns/op	     264 B/op	      11 allocs/op
BenchmarkUnmarshalByRlp-128                       	 9474120	       634.5 ns/op	     104 B/op	      11 allocs/op
BenchmarkUnmarshalBySegmentioJSON-128             	14143380	       421.1 ns/op	      32 B/op	       5 allocs/op

Marshaled Size

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:zap: Golang Serializer Benchmark Comparison

License:Apache License 2.0


Languages

Language:Go 94.4%Language:Shell 5.3%Language:Thrift 0.3%