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提交 17b735d4 编写于 作者: 勤为径苦作舟's avatar 勤为径苦作舟
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feat: BeanUtils 新增 deepClone（深克隆）方法和深克隆性能测试

上级 4920e333
隐藏空白更改
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Showing with 479 addition and 2 deletion
pom.xml
浏览文件 @ 17b735d4
......@@ -130,7 +130,18 @@
<dependency>
<groupId>org.yaml</groupId>
<artifactId>snakeyaml</artifactId>
<version>1.33</version>
<version>2.0</version>
</dependency>
<dependency>
<groupId>ch.qos.logback</groupId>
<artifactId>logback-core</artifactId>
<version>1.4.6</version>
</dependency>
<dependency>
<groupId>ch.qos.logback</groupId>
<artifactId>logback-classic</artifactId>
<version>1.4.6</version>
</dependency>
......@@ -172,7 +183,7 @@
<dependency>
<groupId>cn.hutool</groupId>
<artifactId>hutool-all</artifactId>
<version>5.8.1</version>
<version>5.8.11</version>
<scope>test</scope>
</dependency>
<dependency>
......@@ -193,6 +204,54 @@
<!-- <version>31.1-jre</version>-->
<!-- <scope>test</scope>-->
<!--</dependency>-->
<dependency>
<groupId>com.esotericsoftware</groupId>
<artifactId>kryo</artifactId>
<version>5.5.0</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.wicketstuff</groupId>
<artifactId>wicketstuff-serializer-fast2</artifactId>
<version>9.13.0</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>com.caucho</groupId>
<artifactId>hessian</artifactId>
<version>4.0.66</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>io.protostuff</groupId>
<artifactId>protostuff-core</artifactId>
<version>1.8.0</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>io.protostuff</groupId>
<artifactId>protostuff-runtime</artifactId>
<version>1.8.0</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>com.dyuproject.protostuff</groupId>
<artifactId>protostuff-core</artifactId>
<version>1.3.0</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>com.dyuproject.protostuff</groupId>
<artifactId>protostuff-runtime</artifactId>
<version>1.3.0</version>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.objenesis</groupId>
<artifactId>objenesis</artifactId>
<version>3.3</version>
<scope>test</scope>
</dependency>
</dependencies>
<build>
......@@ -385,6 +444,11 @@
<name>Maven Central</name>
<url>https://repo.maven.apache.org/maven2/</url>
</repository>
<!-- jitpack -->
<repository>
<id>jitpack.io</id>
<url>https://jitpack.io</url>
</repository>
</repositories>
<pluginRepositories>
<pluginRepository>
......
src/main/java/top/csaf/bean/BeanUtils.java
浏览文件 @ 17b735d4
package top.csaf.bean;
import com.alibaba.fastjson2.JSON;
import lombok.NonNull;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.beanutils.PropertyUtils;
......@@ -356,4 +357,30 @@ public class BeanUtils extends org.springframework.beans.BeanUtils {
}
return targetList;
}
/**
* 深克隆
*
* @param source 源对象
* @param <T> 源对象类型
* @return 深克隆后的对象
*/
public static <T> T deepClone(T source) {
return (T) JSON.parseObject(JSON.toJSONString(source), source.getClass());
}
/**
* 深克隆
*
* @param source 源集合
* @param <T> 源集合元素类型
* @return 深克隆后的集合
*/
public static <T> List<T> deepClone(List<T> source) {
List<T> result = new ArrayList<>();
for (T t : source) {
result.add(deepClone(t));
}
return result;
}
}
src/test/java/top/csaf/jmh/base/beans/DeepCloneTest.java 0 → 100644
浏览文件 @ 17b735d4
package top.csaf.jmh.base.beans;
import com.caucho.hessian.io.HessianInput;
import com.caucho.hessian.io.HessianOutput;
import org.junit.jupiter.api.Test;
import org.nustaq.serialization.FSTConfiguration;
import org.openjdk.jmh.annotations.*;
import org.springframework.beans.BeanUtils;
import org.springframework.util.ReflectionUtils;
import top.csaf.ObjectUtils;
import top.csaf.tree.TreeNode;
import java.io.*;
import java.lang.reflect.Field;
import java.lang.reflect.InvocationTargetException;
import java.util.*;
import java.util.concurrent.TimeUnit;
/**
* 深克隆的性能测试
*/
@State(Scope.Benchmark)
@Threads(1)
@Fork(1)
@OutputTimeUnit(TimeUnit.MICROSECONDS)
@Warmup(iterations = 5, time = 1)
@Measurement(iterations = 5, time = 1)
@BenchmarkMode(Mode.All)
public class DeepCloneTest {
@Test
void benchmark() throws Exception {
org.openjdk.jmh.Main.main(new String[]{DeepCloneTest.class.getName()});
}
TreeNode testBean;
{
testBean = new TreeNode();
testBean.setId(1);
testBean.setName("1");
TreeNode treeNode2 = new TreeNode();
treeNode2.setId(2);
treeNode2.setName("1.1");
TreeNode treeNode3 = new TreeNode();
treeNode3.setId(3);
treeNode3.setName("1.1.1");
treeNode2.setChildren(Collections.singletonList(treeNode3));
testBean.setChildren(Collections.singletonList(treeNode2));
}
public static void main(String[] args) throws InvocationTargetException, IllegalAccessException, InstantiationException, NoSuchMethodException {
DeepCloneTest test = new DeepCloneTest();
System.out.println(ObjectUtils.isAllEquals(false, false,
test.useApache(),
test.useSpring(),
test.useFastjson(),
test.useByteArrayOutputStream(),
test.useKryo(),
test.useHessian(),
test.useIoProtostuff(),
test.useDyuprojectProtostuff()
));
}
/**
* <a href="https://commons.apache.org/proper/commons-lang/">Apache Commons Lang</a>
*/
@Benchmark
public Object useApache() {
byte[] objectData = org.apache.commons.lang3.SerializationUtils.serialize(testBean);
TreeNode treeNode1 = org.apache.commons.lang3.SerializationUtils.deserialize(objectData);
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
/**
* Spring BeanUtils
*/
@Benchmark
public Object useSpring() {
TreeNode treeNode1 = cloneBySpring(testBean);
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
public static <T> T cloneBySpring(T source) {
if (source == null) {
return null;
}
// 创建一个空的目标对象
T target = (T) BeanUtils.instantiateClass(source.getClass());
// 对象拷贝
BeanUtils.copyProperties(source, target);
// 如果存在嵌套的集合、数组、枚举等属性，需要对其进行特殊处理
Field[] fields = target.getClass().getDeclaredFields();
for (Field field : fields) {
// 设置 private 字段可访问
ReflectionUtils.makeAccessible(field);
if (Iterable.class.isAssignableFrom(field.getType())) {
Iterable<?> srcIterable = (Iterable<?>) ReflectionUtils.getField(field, source);
if (srcIterable == null) {
continue;
}
List<Object> targetList = new ArrayList<>();
for (Object srcObj : srcIterable) {
Object targetObj = cloneBySpring(srcObj);
targetList.add(targetObj);
}
ReflectionUtils.setField(field, target, targetList);
} else if (Iterator.class.isAssignableFrom(field.getType())) {
Iterator<?> srcIterator = (Iterator<?>) ReflectionUtils.getField(field, source);
if (srcIterator == null) {
continue;
}
List<Object> targetList = new ArrayList<>();
while (srcIterator.hasNext()) {
Object srcObj = srcIterator.next();
Object targetObj = cloneBySpring(srcObj);
targetList.add(targetObj);
}
ReflectionUtils.setField(field, target, targetList.iterator());
} else if (Object[].class.isAssignableFrom(field.getType())) {
Object[] srcArray = (Object[]) ReflectionUtils.getField(field, source);
if (srcArray == null) {
continue;
}
Object[] targetArray = new Object[srcArray.length];
for (int i = 0; i < srcArray.length; i++) {
Object srcObj = srcArray[i];
Object targetObj = cloneBySpring(srcObj);
targetArray[i] = targetObj;
}
ReflectionUtils.setField(field, target, targetArray);
} else if (Enumeration.class.isAssignableFrom(field.getType())) {
Enumeration<?> srcEnumeration = (Enumeration<?>) ReflectionUtils.getField(field, source);
if (srcEnumeration == null) {
continue;
}
List<Object> targetList = new ArrayList<>();
while (srcEnumeration.hasMoreElements()) {
Object srcObj = srcEnumeration.nextElement();
Object targetObj = cloneBySpring(srcObj);
targetList.add(targetObj);
}
ReflectionUtils.setField(field, target, Collections.enumeration(targetList));
} else if (!field.getType().isPrimitive() && !field.getType().getName().startsWith("java.")) {
Object srcObj = ReflectionUtils.getField(field, source);
if (srcObj == null) {
continue;
}
Object targetObj = cloneBySpring(srcObj);
ReflectionUtils.setField(field, target, targetObj);
}
}
return target;
}
/**
* <a href="https://github.com/alibaba/fastjson2">alibaba/fastjson2: 🚄 FASTJSON2 is a Java JSON library with excellent performance.</a>
*/
@Benchmark
public Object useFastjson() {
TreeNode treeNode1 = com.alibaba.fastjson2.JSON.parseObject(com.alibaba.fastjson2.JSON.toJSONString(testBean), TreeNode.class);
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
/**
* {@link java.io.ByteArrayOutputStream}、{@link java.io.ByteArrayInputStream}
*/
@Benchmark
public Object useByteArrayOutputStream() {
TreeNode treeNode1 = null;
try {
ByteArrayOutputStream bos = new ByteArrayOutputStream();
ObjectOutputStream oos = new ObjectOutputStream(bos);
oos.writeObject(testBean);
oos.flush();
oos.close();
bos.close();
byte[] bytes = bos.toByteArray();
ByteArrayInputStream bis = new ByteArrayInputStream(bytes);
ObjectInputStream ois = new ObjectInputStream(bis);
treeNode1 = (TreeNode) ois.readObject();
ois.close();
bis.close();
} catch (Exception e) {
e.printStackTrace();
}
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
/**
* <a href="https://github.com/EsotericSoftware/kryo">EsotericSoftware/kryo: Java binary serialization and cloning: fast, efficient, automatic</a>
*/
@Benchmark
public Object useKryo() {
com.esotericsoftware.kryo.Kryo kryo = new com.esotericsoftware.kryo.Kryo();
kryo.setReferences(false);
kryo.setRegistrationRequired(false);
com.esotericsoftware.kryo.io.Output output = new com.esotericsoftware.kryo.io.Output(1, 4096);
kryo.writeObject(output, testBean);
output.flush();
output.close();
byte[] bytes = output.getBuffer();
com.esotericsoftware.kryo.io.Input input = new com.esotericsoftware.kryo.io.Input(bytes);
TreeNode treeNode1 = kryo.readObject(input, TreeNode.class);
input.close();
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
/**
* <a href="https://github.com/RuedigerMoeller/fast-serialization">RuedigerMoeller/fast-serialization: FST: fast java serialization drop in-replacement</a>
*/
@Benchmark
public Object useFst() {
FSTConfiguration configuration = FSTConfiguration.createDefaultConfiguration();
byte[] serialized = configuration.asByteArray(testBean);
TreeNode treeNode1 = (TreeNode) configuration.asObject(serialized);
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
/**
* <a href="http://hessian.caucho.com/">Hessian Binary Web Service Protocol</a>
*/
@Benchmark
public Object useHessian() {
TreeNode treeNode1;
try {
ByteArrayOutputStream bos = new ByteArrayOutputStream();
HessianOutput output = new HessianOutput(bos);
output.writeObject(testBean);
output.close();
HessianInput input = new HessianInput(new ByteArrayInputStream(bos.toByteArray()));
treeNode1 = (TreeNode) input.readObject();
input.close();
} catch (IOException e) {
throw new RuntimeException(e);
}
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
/**
* <a href="https://github.com/protostuff/protostuff">protostuff/protostuff: Java serialization library, proto compiler, code generator</a>
*/
@Benchmark
public Object useIoProtostuff() {
io.protostuff.runtime.RuntimeSchema schema = io.protostuff.runtime.RuntimeSchema.createFrom(testBean.getClass());
byte[] data = io.protostuff.ProtobufIOUtil.toByteArray(testBean, schema, io.protostuff.LinkedBuffer.allocate(512));
TreeNode treeNode1 = (TreeNode) schema.newMessage();
io.protostuff.ProtobufIOUtil.mergeFrom(data, treeNode1, schema);
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
/**
* <a href="https://dyuproject.com/protostuff/">dyuproject/protostuff：A java serialization library</a>
*/
@Benchmark
public Object useDyuprojectProtostuff() {
com.dyuproject.protostuff.runtime.RuntimeSchema schema = com.dyuproject.protostuff.runtime.RuntimeSchema.createFrom(testBean.getClass());
byte[] data = com.dyuproject.protostuff.ProtobufIOUtil.toByteArray(testBean, schema, com.dyuproject.protostuff.LinkedBuffer.allocate(512));
TreeNode treeNode1 = (TreeNode) schema.newMessage();
com.dyuproject.protostuff.ProtobufIOUtil.mergeFrom(data, treeNode1, schema);
treeNode1.getChildren().get(0).getChildren().get(0).setName("1.1.2");
return testBean.getChildren().get(0).getChildren().get(0).getName();
}
}
// Benchmark Mode Cnt Score Error Units
// DeepCloneTest.useApache thrpt 5 0.079 ± 0.001 ops/us
// DeepCloneTest.useByteArrayOutputStream thrpt 5 0.077 ± 0.002 ops/us
// DeepCloneTest.useDyuprojectProtostuff thrpt 5 0.381 ± 0.009 ops/us
// DeepCloneTest.useFastjson thrpt 5 1.717 ± 0.028 ops/us
// DeepCloneTest.useFst thrpt 5 0.001 ± 0.001 ops/us
// DeepCloneTest.useHessian thrpt 5 0.066 ± 0.001 ops/us
// DeepCloneTest.useIoProtostuff thrpt 5 0.329 ± 0.005 ops/us
// DeepCloneTest.useKryo thrpt 5 0.006 ± 0.001 ops/us
// DeepCloneTest.useSpring thrpt 5 0.097 ± 0.002 ops/us
// DeepCloneTest.useApache avgt 5 12.423 ± 0.252 us/op
// DeepCloneTest.useByteArrayOutputStream avgt 5 12.938 ± 0.188 us/op
// DeepCloneTest.useDyuprojectProtostuff avgt 5 2.636 ± 0.030 us/op
// DeepCloneTest.useFastjson avgt 5 0.566 ± 0.007 us/op
// DeepCloneTest.useFst avgt 5 1136.319 ± 34.589 us/op
// DeepCloneTest.useHessian avgt 5 15.271 ± 0.438 us/op
// DeepCloneTest.useIoProtostuff avgt 5 2.994 ± 0.083 us/op
// DeepCloneTest.useKryo avgt 5 154.349 ± 3.157 us/op
// DeepCloneTest.useSpring avgt 5 10.041 ± 0.098 us/op
// DeepCloneTest.useApache sample 99163 12.916 ± 0.170 us/op
// DeepCloneTest.useApache:useApache·p0.00 sample 11.888 us/op
// DeepCloneTest.useApache:useApache·p0.50 sample 12.288 us/op
// DeepCloneTest.useApache:useApache·p0.90 sample 12.688 us/op
// DeepCloneTest.useApache:useApache·p0.95 sample 13.792 us/op
// DeepCloneTest.useApache:useApache·p0.99 sample 22.784 us/op
// DeepCloneTest.useApache:useApache·p0.999 sample 58.497 us/op
// DeepCloneTest.useApache:useApache·p0.9999 sample 1080.343 us/op
// DeepCloneTest.useApache:useApache·p1.00 sample 1628.160 us/op
// DeepCloneTest.useByteArrayOutputStream sample 97669 13.232 ± 0.220 us/op
// DeepCloneTest.useByteArrayOutputStream:useByteArrayOutputStream·p0.00 sample 12.096 us/op
// DeepCloneTest.useByteArrayOutputStream:useByteArrayOutputStream·p0.50 sample 12.496 us/op
// DeepCloneTest.useByteArrayOutputStream:useByteArrayOutputStream·p0.90 sample 12.896 us/op
// DeepCloneTest.useByteArrayOutputStream:useByteArrayOutputStream·p0.95 sample 13.392 us/op
// DeepCloneTest.useByteArrayOutputStream:useByteArrayOutputStream·p0.99 sample 23.200 us/op
// DeepCloneTest.useByteArrayOutputStream:useByteArrayOutputStream·p0.999 sample 62.293 us/op
// DeepCloneTest.useByteArrayOutputStream:useByteArrayOutputStream·p0.9999 sample 1288.987 us/op
// DeepCloneTest.useByteArrayOutputStream:useByteArrayOutputStream·p1.00 sample 2000.896 us/op
// DeepCloneTest.useDyuprojectProtostuff sample 114281 2.941 ± 0.136 us/op
// DeepCloneTest.useDyuprojectProtostuff:useDyuprojectProtostuff·p0.00 sample 2.496 us/op
// DeepCloneTest.useDyuprojectProtostuff:useDyuprojectProtostuff·p0.50 sample 2.700 us/op
// DeepCloneTest.useDyuprojectProtostuff:useDyuprojectProtostuff·p0.90 sample 2.800 us/op
// DeepCloneTest.useDyuprojectProtostuff:useDyuprojectProtostuff·p0.95 sample 3.000 us/op
// DeepCloneTest.useDyuprojectProtostuff:useDyuprojectProtostuff·p0.99 sample 4.296 us/op
// DeepCloneTest.useDyuprojectProtostuff:useDyuprojectProtostuff·p0.999 sample 27.413 us/op
// DeepCloneTest.useDyuprojectProtostuff:useDyuprojectProtostuff·p0.9999 sample 652.365 us/op
// DeepCloneTest.useDyuprojectProtostuff:useDyuprojectProtostuff·p1.00 sample 1937.408 us/op
// DeepCloneTest.useFastjson sample 132863 0.619 ± 0.005 us/op
// DeepCloneTest.useFastjson:useFastjson·p0.00 sample 0.499 us/op
// DeepCloneTest.useFastjson:useFastjson·p0.50 sample 0.600 us/op
// DeepCloneTest.useFastjson:useFastjson·p0.90 sample 0.601 us/op
// DeepCloneTest.useFastjson:useFastjson·p0.95 sample 0.700 us/op
// DeepCloneTest.useFastjson:useFastjson·p0.99 sample 0.901 us/op
// DeepCloneTest.useFastjson:useFastjson·p0.999 sample 2.113 us/op
// DeepCloneTest.useFastjson:useFastjson·p0.9999 sample 38.912 us/op
// DeepCloneTest.useFastjson:useFastjson·p1.00 sample 89.856 us/op
// DeepCloneTest.useFst sample 4487 1125.837 ± 6.400 us/op
// DeepCloneTest.useFst:useFst·p0.00 sample 1052.672 us/op
// DeepCloneTest.useFst:useFst·p0.50 sample 1091.584 us/op
// DeepCloneTest.useFst:useFst·p0.90 sample 1185.792 us/op
// DeepCloneTest.useFst:useFst·p0.95 sample 1224.704 us/op
// DeepCloneTest.useFst:useFst·p0.99 sample 1759.724 us/op
// DeepCloneTest.useFst:useFst·p0.999 sample 2639.888 us/op
// DeepCloneTest.useFst:useFst·p0.9999 sample 3063.808 us/op
// DeepCloneTest.useFst:useFst·p1.00 sample 3063.808 us/op
// DeepCloneTest.useHessian sample 81288 15.807 ± 0.257 us/op
// DeepCloneTest.useHessian:useHessian·p0.00 sample 14.288 us/op
// DeepCloneTest.useHessian:useHessian·p0.50 sample 14.800 us/op
// DeepCloneTest.useHessian:useHessian·p0.90 sample 15.488 us/op
// DeepCloneTest.useHessian:useHessian·p0.95 sample 17.376 us/op
// DeepCloneTest.useHessian:useHessian·p0.99 sample 31.307 us/op
// DeepCloneTest.useHessian:useHessian·p0.999 sample 89.213 us/op
// DeepCloneTest.useHessian:useHessian·p0.9999 sample 1331.136 us/op
// DeepCloneTest.useHessian:useHessian·p1.00 sample 2150.400 us/op
// DeepCloneTest.useIoProtostuff sample 110976 2.971 ± 0.106 us/op
// DeepCloneTest.useIoProtostuff:useIoProtostuff·p0.00 sample 2.596 us/op
// DeepCloneTest.useIoProtostuff:useIoProtostuff·p0.50 sample 2.800 us/op
// DeepCloneTest.useIoProtostuff:useIoProtostuff·p0.90 sample 2.900 us/op
// DeepCloneTest.useIoProtostuff:useIoProtostuff·p0.95 sample 3.000 us/op
// DeepCloneTest.useIoProtostuff:useIoProtostuff·p0.99 sample 4.096 us/op
// DeepCloneTest.useIoProtostuff:useIoProtostuff·p0.999 sample 20.999 us/op
// DeepCloneTest.useIoProtostuff:useIoProtostuff·p0.9999 sample 254.991 us/op
// DeepCloneTest.useIoProtostuff:useIoProtostuff·p1.00 sample 1511.424 us/op
// DeepCloneTest.useKryo sample 33256 151.117 ± 0.625 us/op
// DeepCloneTest.useKryo:useKryo·p0.00 sample 139.264 us/op
// DeepCloneTest.useKryo:useKryo·p0.50 sample 144.640 us/op
// DeepCloneTest.useKryo:useKryo·p0.90 sample 160.768 us/op
// DeepCloneTest.useKryo:useKryo·p0.95 sample 176.128 us/op
// DeepCloneTest.useKryo:useKryo·p0.99 sample 239.104 us/op
// DeepCloneTest.useKryo:useKryo·p0.999 sample 492.412 us/op
// DeepCloneTest.useKryo:useKryo·p0.9999 sample 1595.100 us/op
// DeepCloneTest.useKryo:useKryo·p1.00 sample 1898.496 us/op
// DeepCloneTest.useSpring sample 121825 10.434 ± 0.128 us/op
// DeepCloneTest.useSpring:useSpring·p0.00 sample 9.696 us/op
// DeepCloneTest.useSpring:useSpring·p0.50 sample 9.888 us/op
// DeepCloneTest.useSpring:useSpring·p0.90 sample 10.192 us/op
// DeepCloneTest.useSpring:useSpring·p0.95 sample 11.696 us/op
// DeepCloneTest.useSpring:useSpring·p0.99 sample 15.696 us/op
// DeepCloneTest.useSpring:useSpring·p0.999 sample 52.321 us/op
// DeepCloneTest.useSpring:useSpring·p0.9999 sample 928.937 us/op
// DeepCloneTest.useSpring:useSpring·p1.00 sample 1576.960 us/op
// DeepCloneTest.useApache ss 5 299.820 ± 76.043 us/op
// DeepCloneTest.useByteArrayOutputStream ss 5 310.360 ± 175.449 us/op
// DeepCloneTest.useDyuprojectProtostuff ss 5 258.360 ± 654.062 us/op
// DeepCloneTest.useFastjson ss 5 255.380 ± 832.689 us/op
// DeepCloneTest.useFst ss 5 2737.540 ± 533.529 us/op
// DeepCloneTest.useHessian ss 5 306.600 ± 136.136 us/op
// DeepCloneTest.useIoProtostuff ss 5 295.881 ± 759.082 us/op
// DeepCloneTest.useKryo ss 5 876.420 ± 667.648 us/op
// DeepCloneTest.useSpring ss 5 788.840 ± 2918.691 us/op
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