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Fastjon2 here he is, the performance is significantly improved, and he can fight for another ten years

2022-06-09 21:03:00 【51CTO】

Fastjon2 Here he comes , Significantly improved performance , Another ten years

summary

The official definition given by Ali is ,FASTJSON It's Alibaba's open source JSON Parsing library , It can parse JSON Format string , Support will Java Bean Serialize to JSON character string , You can also get it from JSON Deserialize string to JavaBean.
FASTJSON Relative to others JSON The characteristic of the library is fast , from 2011 year fastjson Release 1.1.x After the version , Its performance has never been other Java Realized JSON Kuroshio .
FASTJSON 2.0 yes FASTJSON Important upgrade of the project , The goal is to provide a high-performance platform for the next decade JSON library , The same set of API Support JSON/JSONB Two protocols ,JSONPath First class citizen , Support full resolution and partial resolution , Support Java Server side 、 client Android、 Big data scenario .

Use

introduce Maven rely on

stay FASTJSON 2.0 in ,groupId and 1.x Dissimilarity , yes com.alibaba.fastjson2

<dependency>
  <groupId>com.alibaba.fastjson2</groupId>
  <artifactId>fastjson2</artifactId>
  <version>2.0.1</version>
</dependency>

     
    
      
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 https://repo1.maven.org/maven2/com/alibaba/fastjson2/fastjson2/
2.0 Previous FASTJSON Coordinates are as follows , The latest version is 1.2.79：

<dependency>
     <groupId>com.alibaba</groupId>
     <artifactId>fastjson</artifactId>
     <version> 1.2.79</version>
</dependency>

     
    
      
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 https://github.com/alibaba/fastjson/releases
Official statement ： If you used fastjson 1.2.x edition , Compatible packages can be used , Compatibility packages do not guarantee 100% compatible , Please test carefully to verify , If you find any problems, please give feedback in time . The compatible package coordinates are as follows ：

<dependency>
  <groupId>com.alibaba</groupId>
  <artifactId>fastjson</artifactId>
  <version>2.0.1</version>
</dependency>

     
    
      
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Common classes and methods

stay fastjson 2.0 in ,package and 1.x Dissimilarity , yes com.alibaba.fastjson2. If you used fastjson1, In most cases, just change the package name directly .

package com.alibaba.fastjson2;

class JSON {
    //  Parse a string into JSONObject
    static JSONObject parseObject(String str);
    
    //  Parse a string into JSONArray
    static JSONArray parseArray(String str);
    
    //  Parse a string into Java object 
    static T parseObject(byte[] utf8Bytes, Class<T> objectClass);

    //  take Java Object is output as a string 
    static String toJSONString(Object object);
    
    //  take Java Object output to UT8 Coded byte[]
    static byte[] toJSONBytes(Object object);
}

class JSONB {
    //  take jsonb Format byte[] It can be interpreted as Java object 
    static T parseObject(byte[] jsonbBytes, Class<T> objectClass);
    
    //  take Java Object output to jsonb Format byte[]
    static byte[] toBytes(Object object);
}

class JSONObject {
    Object get(String key);
    int getIntValue(String key);
    Integer getInteger(String key);
    long getLongValue(String key);
    Long getLong(String key);
    T getObject(String key, Class<T> objectClass);
    
    //  take JSONObject Object to Java object 
    T toJavaObject(Class<T> objectClass);
}

class JSONArray {
    Object get(int index);
    int getIntValue(int index);
    Integer getInteger(int index);
    long getLongValue(int index);
    Long getLong(int index);
    T getObject(int index, Class<T> objectClass);
}

class JSONPath {
    //  structure JSONPath
    static JSONPath of(String path);

    //  according to path Directly parse the input , Will partially analyze and optimize , Will not resolve all 
    Object extract(JSONReader jsonReader);
    
    //  according to path Evaluate objects 
    Object eval(Object rootObject);
}

class JSONReader {
    //  Construction is based on String Input JSONReader
    static JSONReader of(String str);
    
    //  Construction is based on ut8 code byte Array input JSONReader
    static JSONReader of(byte[] utf8Bytes);
    
    //  Construction is based on char[] Input JSONReader
    static JSONReader of(char[] chars);
    
    //  Construction is based on json Format byte Array input JSONReader
    static JSONReader ofJSONB(byte[] jsonbBytes)
}

     
    
      
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Common cases

String rotation JSON object /JSON Array

object ：

String jsonObjectStr = "{\"id\":\"1\",\"name\":\" Zhang San \"}";
JSONObject jsonObject = JSON.parseObject(jsonObjectStr);
int id = jsonObject.getIntValue("id");
String name = jsonObject.getString("name");

     
    
      
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Array objects ：

 // Normal array 
String str = "[\"id\", 123]";
JSONArray jsonArray1 = JSON.parseArray(str);
String key = jsonArray1.getString(0);
int value = jsonArray1.getIntValue(1);
log.info(key+":"+value);

// Array objects 
String jsonArrayObjectStr = "[{\"id\":\"1\",\"name\":\" Zhang San \"},{\"id\":\"2\",\"name\":\" Li Si \"}]";
JSONArray jsonArray = JSON.parseArray(jsonArrayObjectStr);
JSONObject jsonObject = jsonArray.getJSONObject(1);
int id = jsonObject.getIntValue("id");
String name = jsonObject.getString("name");
log.info(id+" "+name);

     
    
      
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JavaBean Object turn JSON Format string 

User user = new User();
user.setId(1);
user.setName(" Xiao Zhan ");
String userStr = JSON.toJSONString(user);
log.info(userStr);

//JSONWriter.Feature.BeanToArray yes fastjson2 New characteristics ,fastjson1 There is no 
String toJSONString = JSON.toJSONString(user, JSONWriter.Feature.BeanToArray);
log.info(toJSONString);

//JavaBean Object to generate UTF8 Coded byte[]
byte[] utf8JSONBytes = JSON.toJSONBytes(user);
log.info(new String(utf8JSONBytes));

@Data
class User{
    private int id;
    private String name;
}

     
    
      
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Output is as follows ：

INFO com.zjq.dailyrecord.utils.fastjson.Fastjson2 - {"id":1,"name":" Xiao Zhan "}
INFO com.zjq.dailyrecord.utils.fastjson.Fastjson2 - [1," Xiao Zhan "]
INFO com.zjq.dailyrecord.utils.fastjson.Fastjson2 - {"id":1,"name":" Xiao Zhan "}

     
    
      
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JSON Format string to JavaBean object 

String jsonObjectStr = "{\"id\":\"1\",\"name\":\" Zhang San \"}";
User user = JSON.parseObject(jsonObjectStr, User.class);
log.info(user.toString());

     
    
      
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Output is as follows ：

INFO com.zjq.dailyrecord.utils.fastjson.Fastjson2 - Fastjson2.User(id=1, name= Zhang San )

     
    
      
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JSON Format string to JavaBean An array of objects 

String jsonObjectStr = "[{\"id\":\"1\",\"name\":\" Xiao Zhan \"},{\"id\":\"2\",\"name\":\"zjq\"}]";
List<User> userList = JSON.parseArray(jsonObjectStr, User.class);
log.info(userList.toString());

     
    
      
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Output is as follows ：

INFO com.zjq.dailyrecord.utils.fastjson.Fastjson2 - [Fastjson2.User(id=1, name= Xiao Zhan ), Fastjson2.User(id=2, name=zjq)]

     
    
      
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Fastjson2 relative fastjson1 Performance improvement

Compare versions

  • Fastjson 2.0.1
  • Fastjson 1.2.79
  • Jackson 2.12.4

Parse Performance comparison

Test code

 https://github.com/alibaba/fastjson2/blob/2.0.1/core/src/test/java/com/alibaba/fastjson_perf/eishay/EishayParse.java

package com.alibaba.fastjson_perf.eishay;

import org.openjdk.jmh.annotations.Mode;
import org.openjdk.jmh.runner.Runner;
import org.openjdk.jmh.runner.RunnerException;
import org.openjdk.jmh.runner.options.Options;
import org.openjdk.jmh.runner.options.OptionsBuilder;

import java.util.concurrent.TimeUnit;

public class EishayParse {
    public static void main(String[] args) throws RunnerException {
        Options options = new OptionsBuilder()
                .include(EishayParse.class.getName())
                .mode(Mode.Throughput)
                .timeUnit(TimeUnit.MILLISECONDS)
                .forks(1)
                .build();
        new Runner(options).run();
    }
}

     
    
      
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Scene introduction and conclusion

  • EishayParseTreeString scene , take String It can be interpreted as JSONObject/JSONArray perhaps HashMap/ArrayList. In this scene ,fastjson2 Show twice as much as fastjson1 Performance of
  • EishayParseString scene , take String Deserialize to JavaBean object , In this scene fastjson2 be relative to fastjson1 Improved performance 30% Performance of .
  • EishayParseStringPretty, Format with spaces and line breaks indented String Deserialize to JavaBean object ,fastjson2 stay 3.44 Twice as much as fastjson1. The scene is fastjson1 Middle is weak , stay fastjson2 A new analytical algorithm is used in , The performance has been greatly improved .
  • EishayParseUTF8Bytes, take UTF8 Format byte[] Deserialize to JavaBean object .

WriteString

Test code

 https://github.com/alibaba/fastjson2/blob/2.0.1/core/src/test/java/com/alibaba/fastjson_perf/eishay/EishayWrite.java

package com.alibaba.fastjson_perf.eishay;

import org.openjdk.jmh.annotations.Mode;
import org.openjdk.jmh.runner.Runner;
import org.openjdk.jmh.runner.RunnerException;
import org.openjdk.jmh.runner.options.Options;
import org.openjdk.jmh.runner.options.OptionsBuilder;

import java.util.concurrent.TimeUnit;

public class EishayWrite {
    public static void main(String[] args) throws RunnerException {
        Options options = new OptionsBuilder()
                .include(EishayWrite.class.getName())
                .mode(Mode.Throughput)
                .timeUnit(TimeUnit.MILLISECONDS)
                .forks(1)
                .build();
        new Runner(options).run();
    }
}

     
    
      
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Scene introduction and conclusion

  • EishayWriteString scene , take JavaBean Objects are serialized as strings . In this scenario ,fastjson2 Than fastjson1 and jackson There were 164% and 85% Performance improvement of
  • EishayWriteUTF8Bytes scene , take JavaBean Object serialization to UTF8 Format byte Array . In this scenario ,fastjson2 Than fastjson1 and jackson There were 185% and 93% Performance improvement of

source ：
 https://github.com/alibaba/fastjson/releases
 https://github.com/alibaba/fastjson2/releases/tag/2.0.1
 https://github.com/alibaba/fastjson2/wiki/fastjson_benchmark

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