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Highly configurable, fast JSON encoder for Go

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Jettison

GoCaptain

Jettison is an instructions-based JSON encoder inspired by bet365/jingo, with a richer features set, aiming at 100% compatibility with the standard library.



Installation

Jettison uses the new Go modules. Releases are tagged with the SemVer format, prefixed with a v, starting from 0.2.0. You can get the latest release using the following command.

$ go get github.com/wI2L/jettison

❗ Requires Go1.12+, due to the usage of io.StringWriter.

Key points

  • Fast, see benchmarks
  • Zero allocations on average
  • Behavior identical to the standard library by default
  • No code generation required
  • Clear and simple API
  • Options available to configure encoding
  • Native support for time.Time and time.Duration
  • Extensive testsuite

Overview

The goal of Jettision is to take up the idea introduced by the bet365/jingo package and build a fully-featured JSON encoder around it, that comply with the behavior of the encoding/json package. Unlike the latter, Jettison does not use reflection during marshaling, but only once to create the instruction set for a given type ahead of time. The drawback to this approach requires to instantiate an encoder once for each type that needs to be marshaled.

The package aims to have a behavior similar to that of the standard library for all types encoding and struct tags, meaning that the documentation of the json.Marshal function is applicable for Jettison, with a few exceptions described in this section. As such, most of the tests compare their output against it to guarantee that.

Implementation details

The main concept of Jettison consists of using pre-build encoders to reduce the cost of using the reflect package at runtime. When a new instance of an encoder is created for a specific type, a set of instructions is recursively generated, which defines how to iteratively encode a value. An instruction is a function or a closure, that have all the information required to read the data from memory using unsafe operations during the instruction set execution.

Usage

Basic

Starting from version 0.3.0, the Marshal and MarshalTo functions are available. The first will allocate a new bytes slice to store the encoding of the given value, while the latter will write to the given stream. These functions use a package's cache to fetch the appropriate encoder for the given value type. If an encoder does not exist, a new one is created on the fly and stored in the cache for future reuse.

import (
   "fmt"

   "github.com/wI2L/jettison"
)

type X struct {
   A string `json:"a"`
   B int64  `json:"b"`
}
b, err := jettison.Marshal(x{
   A: "Loreum",
   B: 42,
})
if err != nil {
   // handle error
}
fmt.Println(string(b))
// {"a":"Loreum","b":42}

Advanced

If more control over the encoding behavior is required, or to avoid the latency of creating a new encoder when encoding a type for the first time, an encoder can be created ahead of time, during initialization. Note that if you don't invoke the Compile method, the instruction set will be generated once, on the first call to the Encode method.

The second parameter of the Encode method is an interface that groups the io.Writer, io.StringWriter and io.ByteWriter interfaces. In the above example, we use a new bytes.Buffer instance, which implements the three interfaces previously mentioned.

import (
   "bytes"
   "fmt"
   "reflect"

   "github.com/wI2L/jettison"
)

type x struct {
    A string `json:"a,omitempty"`
    B int    `json:"b"`
}
enc, err := jettison.NewEncoder(reflect.TypeOf(x{}))
if err != nil {
    // handle error
}
err = enc.Compile()
if err != nil {
    // handle error
}
xx := x{
    A: "Loreum",
    B: 42,
}
var buf bytes.Buffer
if err := enc.Encode(&xx, &buf); err != nil {
    // handle error
}
fmt.Println(buf.String())
// {"a":"Loreum","b":42}

Options

Opt-in options are available to customize the behavior of the package. The third parameter of the Encode method is variadic and accept a list of functional options described below.

Option Description
TimeLayout Defines the layout used to encode time.Time values. time.RFC3339Nano is the default.
DurationFormat Defines the format used to encode time.Duration values. DurationString is the default. See DurationFmt for the complete list of formats available.
UnixTimestamp Encode time.Time values as JSON numbers representing Unix timestamps.
UnsortedMap Disables map keys sort.
ByteArrayAsString Encodes byte arrays as JSON strings rather than JSON arrays. The output is subject to the same escaping rules used for the string type, unless the option NoStringEscaping is also specified.
RawByteSlices Disables base64 default encoding used for byte slices.
NilMapEmpty Encodes nil maps as empty JSON objects rather than null.
NilSliceEmpty Encodes nil slices as empty JSON arrays rather than null.
NoStringEscaping Disables strings escaping.

Differences with encoding/json

  • Strings are not coerced to valid UTF-8 by replacing invalid bytes with the Unicode replacement rune, and the brackets < and > or ampersand & are not escaped. Escaping is only applied to bytes lower than 0x20 and those described in the JSON spec.

  • time.Time and Time.Duration types are handled natively by the package. For the first, the encoder doesn't invoke the MarshalJSON/MarshalText methods, but use time.AppendFormat directly. For the second, it isn't necessary to implements the json.Marshaler or encoding.TextMarshaler interfaces, the encoder uses the result of the methods Minutes, Seconds, Nanoseconds or String based on the duration format configured.

  • Nil map keys values implementing the encoding.TextMarshaler interface are encoded as an empty string, while the encoding/json package currently panic because of that. See this issue for more details.[1]

  • Nil struct fields implementing the encoding.TextMarshaler interface are encoded as null, while the encoding/json package currently panic because of that. See this issue for more details.[1]

1: The issues mentioned above have had their associated CL merged, and should be shipped with Go 1.14.

Benchmarks

Ubuntu 16.04.6 LTS, Intel(R) Core(TM) i5-6600 CPU @ 3.30GHz go version go1.13 linux/amd64

Simple

Basic object with fields of type string, int and bool. source

Simple Payload Benchmark Graph

Stats
name                      time/op
SimplePayload/standard-4    658ns ± 2%
SimplePayload/jsoniter-4    711ns ± 1%
SimplePayload/gojay-4       474ns ± 1%
SimplePayload/jettison-4    441ns ± 0%

name speed SimplePayload/standard-4 205MB/s ± 2% SimplePayload/jsoniter-4 190MB/s ± 1% SimplePayload/gojay-4 285MB/s ± 1% SimplePayload/jettison-4 306MB/s ± 0%

name alloc/op SimplePayload/standard-4 144B ± 0% SimplePayload/jsoniter-4 152B ± 0% SimplePayload/gojay-4 512B ± 0% SimplePayload/jettison-4 0.00B

name allocs/op SimplePayload/standard-4 1.00 ± 0% SimplePayload/jsoniter-4 2.00 ± 0% SimplePayload/gojay-4 1.00 ± 0% SimplePayload/jettison-4 0.00

Complex

Payload with a variety of composite Go types, such as struct, multi-dimensions array, and slice, with pointer and non-pointer value types. source

Complex Payload Benchmark Graph

Stats
name                       time/op
ComplexPayload/standard-4   2.57µs ± 0%
ComplexPayload/jsoniter-4   2.38µs ± 1%
ComplexPayload/jettison-4   1.50µs ± 0%

name speed ComplexPayload/standard-4 151MB/s ± 0% ComplexPayload/jsoniter-4 163MB/s ± 1% ComplexPayload/jettison-4 258MB/s ± 0%

name alloc/op ComplexPayload/standard-4 416B ± 0% ComplexPayload/jsoniter-4 472B ± 0% ComplexPayload/jettison-4 0.00B

name allocs/op ComplexPayload/standard-4 1.00 ± 0% ComplexPayload/jsoniter-4 3.00 ± 0% ComplexPayload/jettison-4 0.00

Interface

Interface Benchmark Graph

Stats
name                  time/op
Interface/standard-4     161ns ± 4%
Interface/jsoniter-4     141ns ± 1%
Interface/jettison-4    64.7ns ± 3%

name speed Interface/standard-4 49.7MB/s ± 4% Interface/jsoniter-4 56.8MB/s ± 1% Interface/jettison-4 124MB/s ± 3%

name alloc/op Interface/standard-4 8.00B ± 0% Interface/jsoniter-4 8.00B ± 0% Interface/jettison-4 0.00B

name allocs/op Interface/standard-4 1.00 ± 0% Interface/jsoniter-4 1.00 ± 0% Interface/jettison-4 0.00

Map

Map Benchmark Graph

Stats
name                   time/op
Map/standard-4           1.21µs ± 5%
Map/jsoniter-4           1.07µs ± 1%
Map/jettison/sort-4       860ns ± 0%
Map/jettison/nosort-4     379ns ± 1%

name speed Map/standard-4 15.8MB/s ± 4% Map/jsoniter-4 17.7MB/s ± 1% Map/jettison/sort-4 22.1MB/s ± 1% Map/jettison/nosort-4 50.1MB/s ± 1%

name alloc/op Map/standard-4 536B ± 0% Map/jsoniter-4 680B ± 0% Map/jettison/sort-4 496B ± 0% Map/jettison/nosort-4 128B ± 0%

name allocs/op Map/standard-4 13.0 ± 0% Map/jsoniter-4 11.0 ± 0% Map/jettison/sort-4 6.00 ± 0% Map/jettison/nosort-4 2.00 ± 0%


This package uses some portions of code of the Go encoding/json package. The associated license can be found in LICENSE.golang.