protobuf和json的对比
protobuf简介
- 习惯用Json,XML数据储存格式的程序员,大多都没听说过Protocol Buffer(ProtoBuf go初体验博客)
- Protocol Buffer其实是Google出品的一种轻量&高效的结构化数据储存格式,性能比Json,XML真的强太多
- protobuf经历了protobuf2和protobuf3,pb3比pb2简化了很多,目前主流的版本是pb3
protobuf优缺点
- 优点
- 性能
- 压缩性好
- 序列化和反序列化快 (比XML和Json快2-100倍)
- 传输速度快
- 便捷性
- 使用简单;自动生成序列化和反序列化代码
- 维护成本低;只维护proto文件
- 向后兼容;不必破坏旧格式
- 加密性好
- 跨语言
- 跨平台
- 支持各种主流语言
- 性能
- 缺点
- 通用性差;Json可以任何语言都支持,但是protobuf需要专门的解析库
- 自解释性差;只有通过proto文件才能了解数据结构;这一点是源自于它的加密性好,才导致的自解释性差;加密性和自解释性是相悖的
protobuf和json直观对比
helloworld.proto
syntax = "proto3";
package hello;
option go_package = "ShopBefore/rpc/helloword/proto;hello";
message HelloRequest{
string name = 1;
int32 age = 2;
repeated string courses = 3;
}
使用命令生成go代码:
protoc -I=. --go_out=paths=source_relative:. helloworld.proto
helloworld.pb.go
// Code generated by protoc-gen-go. DO NOT EDIT.
// versions:
// protoc-gen-go v1.27.1
// protoc v3.19.4
// source: helloworld.proto
package hello
import (
protoreflect "google.golang.org/protobuf/reflect/protoreflect"
protoimpl "google.golang.org/protobuf/runtime/protoimpl"
reflect "reflect"
sync "sync"
)
const (
// Verify that this generated code is sufficiently up-to-date.
_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
// Verify that runtime/protoimpl is sufficiently up-to-date.
_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
)
type HelloRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
Age int32 `protobuf:"varint,2,opt,name=age,proto3" json:"age,omitempty"`
Courses []string `protobuf:"bytes,3,rep,name=courses,proto3" json:"courses,omitempty"`
}
func (x *HelloRequest) Reset() {
*x = HelloRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_helloworld_proto_msgTypes[0]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *HelloRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*HelloRequest) ProtoMessage() {}
func (x *HelloRequest) ProtoReflect() protoreflect.Message {
mi := &file_helloworld_proto_msgTypes[0]
if protoimpl.UnsafeEnabled && x != nil {
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
if ms.LoadMessageInfo() == nil {
ms.StoreMessageInfo(mi)
}
return ms
}
return mi.MessageOf(x)
}
// Deprecated: Use HelloRequest.ProtoReflect.Descriptor instead.
func (*HelloRequest) Descriptor() ([]byte, []int) {
return file_helloworld_proto_rawDescGZIP(), []int{0}
}
func (x *HelloRequest) GetName() string {
if x != nil {
return x.Name
}
return ""
}
func (x *HelloRequest) GetAge() int32 {
if x != nil {
return x.Age
}
return 0
}
func (x *HelloRequest) GetCourses() []string {
if x != nil {
return x.Courses
}
return nil
}
var File_helloworld_proto protoreflect.FileDescriptor
var file_helloworld_proto_rawDesc = []byte{
0x0a, 0x10, 0x68, 0x65, 0x6c, 0x6c, 0x6f, 0x77, 0x6f, 0x72, 0x6c, 0x64, 0x2e, 0x70, 0x72, 0x6f,
0x74, 0x6f, 0x12, 0x05, 0x68, 0x65, 0x6c, 0x6c, 0x6f, 0x22, 0x4e, 0x0a, 0x0c, 0x48, 0x65, 0x6c,
0x6c, 0x6f, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x12, 0x0a, 0x04, 0x6e, 0x61, 0x6d,
0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x12, 0x10, 0x0a,
0x03, 0x61, 0x67, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x05, 0x52, 0x03, 0x61, 0x67, 0x65, 0x12,
0x18, 0x0a, 0x07, 0x63, 0x6f, 0x75, 0x72, 0x73, 0x65, 0x73, 0x18, 0x03, 0x20, 0x03, 0x28, 0x09,
0x52, 0x07, 0x63, 0x6f, 0x75, 0x72, 0x73, 0x65, 0x73, 0x42, 0x26, 0x5a, 0x24, 0x53, 0x68, 0x6f,
0x70, 0x42, 0x65, 0x66, 0x6f, 0x72, 0x65, 0x2f, 0x72, 0x70, 0x63, 0x2f, 0x68, 0x65, 0x6c, 0x6c,
0x6f, 0x77, 0x6f, 0x72, 0x64, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x3b, 0x68, 0x65, 0x6c, 0x6c,
0x6f, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
}
var (
file_helloworld_proto_rawDescOnce sync.Once
file_helloworld_proto_rawDescData = file_helloworld_proto_rawDesc
)
func file_helloworld_proto_rawDescGZIP() []byte {
file_helloworld_proto_rawDescOnce.Do(func() {
file_helloworld_proto_rawDescData = protoimpl.X.CompressGZIP(file_helloworld_proto_rawDescData)
})
return file_helloworld_proto_rawDescData
}
var file_helloworld_proto_msgTypes = make([]protoimpl.MessageInfo, 1)
var file_helloworld_proto_goTypes = []interface{}{
(*HelloRequest)(nil), // 0: hello.HelloRequest
}
var file_helloworld_proto_depIdxs = []int32{
0, // [0:0] is the sub-list for method output_type
0, // [0:0] is the sub-list for method input_type
0, // [0:0] is the sub-list for extension type_name
0, // [0:0] is the sub-list for extension extendee
0, // [0:0] is the sub-list for field type_name
}
func init() { file_helloworld_proto_init() }
func file_helloworld_proto_init() {
if File_helloworld_proto != nil {
return
}
if !protoimpl.UnsafeEnabled {
file_helloworld_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*HelloRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
}
type x struct{}
out := protoimpl.TypeBuilder{
File: protoimpl.DescBuilder{
GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
RawDescriptor: file_helloworld_proto_rawDesc,
NumEnums: 0,
NumMessages: 1,
NumExtensions: 0,
NumServices: 0,
},
GoTypes: file_helloworld_proto_goTypes,
DependencyIndexes: file_helloworld_proto_depIdxs,
MessageInfos: file_helloworld_proto_msgTypes,
}.Build()
File_helloworld_proto = out.File
file_helloworld_proto_rawDesc = nil
file_helloworld_proto_goTypes = nil
file_helloworld_proto_depIdxs = nil
}
main
package main
import (
hello "ShopBefore/rpc/helloworld/proto"
"encoding/json"
"fmt"
"google.golang.org/protobuf/proto"
)
type Hello struct {
Name string `json:"name"`
Age int32 `json:"age"`
Courses []string `json:"courses"`
}
func main() {
protoRequest := hello.HelloRequest{
Name: "番茄炒蛋",
Age: 24,
Courses: []string{"aaa","bbb"},
}
jsonRequest := Hello{
Name: "番茄炒蛋",
Age: 24,
Courses: []string{"aaa","bbb"},
}
protoMarshal, _ := proto.Marshal(&protoRequest)
jsonMarshal, _ := json.Marshal(jsonRequest)
fmt.Println("protoMarshal: ",len(protoMarshal))
fmt.Println("jsonMarshal: ",len(jsonMarshal))
}
// protoMarshal: 26
// jsonMarshal: 56
从序列化的结果上来看有两倍以上的差异;差异还是比较明显的.压缩的体积较小,性能上也会更快.