#json #data-encoding #codec #compact #byte #transmission #helper

serde_tran

helper to serde your data into encoded bytes

4 releases (2 stable)

1.1.0 Jun 6, 2024
1.0.0 Jun 6, 2024
0.2.0 Jun 5, 2024
0.1.1 Jun 5, 2024

#1906 in Encoding

MIT license

420KB
559 lines

serde_tran: helper to encode/decode your JSON data

Background

When we use the HTTP protocol (or other transmission protocols), it is convenient and common to use the Json data format to store it in the HTTP request body or response body.

However, when we transmit a large amount of data (for example, a large array, and the key in the Map type data is relatively long), it is not efficient to use Json data directly.

Therefore, you can consider using this library. This library will help you encapsulate Json type data (that is, impl Serialize) with an extra layer (the result is still Json, but the data is more compact).

Encoding Example

This library will encode:

{
  "username": "serde_tran:username",
  "password": "serde_tran:password:123456"
}

to something like:

{
  "f": "base64",
  "v": "NgAAAAAAAAATAAAAAAAAAHNlcmRlX3RyYW46dXNlcm5hbWUTAAAAAAAAAHNlcmRlX3RyYW46cGFzc3dvcmRnmz7nMG94SA"
}

Usage

First, we define a struct in our example, which impl Serialize:

use serde::{Serialize, Deserialize};

#[derive(Serialize, Deserialize)]
pub struct MyStruct {
    // fields...    
}
pub fn example() {
    let s = MyStruct {};
    
    // 1. convert it to serde_tran::Json
    let json = serde_tran::to_json(&s).unwrap();
    
    // json is something like: {"f": "base64", "v": "(base64 encoded string)"}
    // you can use json.to_string() to get the json string.
    
    // 2. convert it back to MyStruct
    let ds: MyStruct = json.to_value().unwrap();
    
    assert_eq!(s, ds); // they are the same (remember to derive PartialEq to use macro assert_eq!)
}

More examples, see the folder examples.

How it works

This picture shows all the public function from serde_tran:

Features

  • serde_json (default): enable Json. If you use serde_json, base58 or base64 must be enabled (at least one).
  • base64 (default): enable base64 encoding, using crate (base64)https://docs.rs/base64/latest/base64.
  • bs58: enable base58 encoding, using crate (bs58)https://docs.rs/bs58. Warning: this encoding is slow.
  • flate2: enable gzip, about 10+ times slower (compared to serde_json).

Wasm

use wasm in your web client.

Work in progress

Benchmark

  • n: the length of array
  • sl: string_length, the length of the string of the elements in the array

Summary: It saves 35%~50% of the space.

n=1, sl=10, 
	json.time=3000ns/op, json.space=816bytes/bench, 
	tran.time=2000ns/op, tran.space=488bytes/bench
	[tran/json] time=-33.33333333333333%, space=-40.19607843137255%
n=1, sl=200, 
	json.time=13000ns/op, json.space=11328bytes/bench, 
	tran.time=13000ns/op, tran.space=7128bytes/bench
	[tran/json] time=0%, space=-37.07627118644068%
n=1, sl=400, 
	json.time=20000ns/op, json.space=22221bytes/bench, 
	tran.time=23000ns/op, tran.space=14017bytes/bench
	[tran/json] time=15%, space=-36.92003060168309%
n=10, sl=10, 
	json.time=10000ns/op, json.space=8276bytes/bench, 
	tran.time=7000ns/op, tran.space=4652bytes/bench
	[tran/json] time=-30%, space=-43.78927017883035%
n=10, sl=200, 
	json.time=118000ns/op, json.space=112964bytes/bench, 
	tran.time=117000ns/op, tran.space=70636bytes/bench
	[tran/json] time=-0.847457627118644%, space=-37.47034453454198%
n=10, sl=400, 
	json.time=217000ns/op, json.space=223148bytes/bench, 
	tran.time=227000ns/op, tran.space=140019bytes/bench
	[tran/json] time=4.6082949308755765%, space=-37.25285460770431%
n=100, sl=10, 
	json.time=83000ns/op, json.space=81750bytes/bench, 
	tran.time=72000ns/op, tran.space=45460bytes/bench
	[tran/json] time=-13.253012048192772%, space=-44.391437308868504%
n=100, sl=200, 
	json.time=1004000ns/op, json.space=1128094bytes/bench, 
	tran.time=2115000ns/op, tran.space=705407bytes/bench
	[tran/json] time=110.65737051792827%, space=-37.46912934560418%
n=100, sl=400, 
	json.time=3192000ns/op, json.space=2231179bytes/bench, 
	tran.time=3775000ns/op, tran.space=1402308bytes/bench
	[tran/json] time=18.264411027568922%, space=-37.14946223498877%
n=1024, sl=10, 
	json.time=1169000ns/op, json.space=837345bytes/bench, 
	tran.time=1086000ns/op, tran.space=466460bytes/bench
	[tran/json] time=-7.100085543199315%, space=-44.29297362496939%
n=1024, sl=200, 
	json.time=11045000ns/op, json.space=11554178bytes/bench, 
	tran.time=13268000ns/op, tran.space=7228320bytes/bench
	[tran/json] time=20.12675418741512%, space=-37.4397728683079%
n=1024, sl=400, 
	json.time=20444000ns/op, json.space=22834571bytes/bench, 
	tran.time=25655000ns/op, tran.space=14344660bytes/bench
	[tran/json] time=25.489141068284095%, space=-37.18007664781616%
n=2048, sl=10, 
	json.time=1811000ns/op, json.space=1674880bytes/bench, 
	tran.time=1890000ns/op, tran.space=932763bytes/bench
	[tran/json] time=4.362230811706239%, space=-44.30866688956821%
n=2048, sl=200, 
	json.time=20665000ns/op, json.space=23114902bytes/bench, 
	tran.time=25878000ns/op, tran.space=14454992bytes/bench
	[tran/json] time=25.22622792160658%, space=-37.464619144827005%
n=2048, sl=400, 
	json.time=42064000ns/op, json.space=45670596bytes/bench, 
	tran.time=51634000ns/op, tran.space=28690505bytes/bench
	[tran/json] time=22.7510460251046%, space=-37.17948195815093%
n=5120, sl=10, 
	json.time=4211000ns/op, json.space=4189273bytes/bench, 
	tran.time=4124000ns/op, tran.space=2331513bytes/bench
	[tran/json] time=-2.066017573023035%, space=-44.345641833320485%
n=5120, sl=200, 
	json.time=52865000ns/op, json.space=57772057bytes/bench, 
	tran.time=63971000ns/op, tran.space=36140128bytes/bench
	[tran/json] time=21.00822850657335%, space=-37.44358453430176%
n=5120, sl=400, 
	json.time=102073000ns/op, json.space=114183541bytes/bench, 
	tran.time=129650000ns/op, tran.space=71728965bytes/bench
	[tran/json] time=27.01693885748435%, space=-37.18099441319656%
n=10240, sl=10, 
	json.time=9128000ns/op, json.space=8376513bytes/bench, 
	tran.time=8968000ns/op, tran.space=4665019bytes/bench
	[tran/json] time=-1.7528483786152498%, space=-44.308341669140844%
n=10240, sl=200, 
	json.time=104960000ns/op, json.space=115546296bytes/bench, 
	tran.time=138643000ns/op, tran.space=72273849bytes/bench
	[tran/json] time=32.09127286585366%, space=-37.45031082606058%
n=10240, sl=400, 
	json.time=208326000ns/op, json.space=228338452bytes/bench, 
	tran.time=296174000ns/op, tran.space=143440585bytes/bench
	[tran/json] time=42.16852433205649%, space=-37.180714091904235%

Dependencies

~1.2–2.2MB
~47K SLoC