proto

Lightweight and fast serialization library for Scala 2/3 based on Protocol Buffers with macros magic.

Motivation

Serialization library for Scala that can be used either for long term store models and short term models. With easy to migrate possibility.

Lightweight
Fast
Protocol Buffers compatible
No .proto files
No model convertation
Type safe
Serialization/deserialization without changes in models
Possibility to use specific types in model

Install

Add dependency:

libraryDependencies += "io.github.zero-deps" %% "proto" % "latest.integration"

Dependency as a git-submodule is also supported.

Benchmark #1

data		library	scala-2	scala-3
data	decode	java	`44079.139`	`38979.697`
data	decode	jackson	`176941.468`	`188555.562`
data	decode	jsoniter-scala	`483788.001`	no support for Scala 3
data	decode	boopickle	`2885610.648`	no support for Scala 3
data	decode	proto	`3383845.458`	`3776688.591`
data	decode	scalapb	`3270691.564`	`3893847.420`

data		library	scala-2	scala-3
data	encode	java	`220444.268`	`217484.396`
data	encode	jackson	`431318.803`	`384863.249`
data	encode	jsoniter-scala	`1054650.233`	no support for Scala 3
data	encode	boopickle	`1520834.519`	no support for Scala 3
data	encode	proto	`3186951.441`	`2965427.382`
data	encode	scalapb	`3628779.864`	`3972905.402`

data		library	scala-2	scala-3
msg	decode	jsoniter-scala	`3486552.303`	no support for Scala 3
msg	decode	proto	`5825174.170`	`6395557.251`
msg	decode	scalapb	`4898257.671`	`6902064.854`

data		library	scala-2	scala-3
msg	encode	jsoniter-scala	`6372602.760`	no support for Scala 3
msg	encode	proto	`6487748.959`	`6745673.393`
msg	encode	scalapb	`9202135.451`	`9056962.541`

environment

Intel(R) Core(TM) i7-7700HQ CPU @ 2.80GHz
16 GB 2133 MHz LPDDR3
Java 15

run benchmark

sbt
project bench
++ 3.0.0
jmh:run -i 2 -wi 1 -f1 -t1

Benchmark #2

data		library	scala-3
data	decode	java	`92130,460`
data	decode	jackson	`517036,354`
data	decode	proto	`6716619,956`

data		library	scala-3
data	encode	java	`537462,511`
data	encode	jackson	`882065,311`
data	encode	proto	`9380874,587`

data		library	scala-3
msg	decode	proto	`11733555,275`

data		library	scala-3
msg	encode	proto	`18486833,582`

environment

Apple M1
16 GB
Java 21

run benchmark

sbt
project bench
++ 3.0.0
jmh:run -i 2 -wi 1 -f1 -t1

Usage

You can pick one of the way how to define field number:

with annotation @proto.N and use caseCodecAuto
explicitly specify nums caseCodecNums(Symbol("field1")->1, Symbol("field2")->2)
field numbers by index caseCodecIdx

You can use annotation @proto.RestrictedN to restrict usage of specified field numbers. Can be used with classes or traits.

import scala.collection.immutable.TreeMap
import proto.{encode, decode, N}
import proto.{caseCodecIdx, caseCodecNums, caseCodecAuto}

final case class VectorClock(versions: TreeMap[String, Long])
@RestrictedN(3,4)
final case class Equipment(@N(1) id: String, @N(2) tpe: String)
final case class Car(id: String, color: Int, equipment: List[Equipment], vc: VectorClock)

implicit val tuple2Codec = caseCodecIdx[Tuple2[String, Long]] //codec for TreeMap[String, Long]

implicit val vectorClockCodec = caseCodecIdx[VectorClock]
implicit val equipmentCodec = caseCodecAuto[Equipment]
implicit val carCodec = caseCodecNums[Car]('id->1, 'color->4, 'equipment->2, 'vc->3)

val vc = VectorClock(versions=TreeMap.empty)
val equipment = List(Equipment(id="1", tpe="123"), Equipment(id="2", tpe="456"))
val car = Car(id="1", color=16416882, equipment=equipment, vc=vc)
//encode
val bytes: Array[Byte] = encode(car)
//decode
val car2: Car = decode[Car](bytes)

More examples in testing.scala

Publishing

sbt +publishSigned
open https://oss.sonatype.org/#stagingRepositories

zero-deps / proto Goto Github PK

proto's Introduction

proto

Motivation

Install

Benchmark #1

environment

run benchmark

Benchmark #2

environment

run benchmark

Usage

Publishing

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