在spring boot3中使用native image

系统管理员 2023-09-23 23:22 84阅读 0赞

## 简介 ##

在之前spring boot3文章中我们介绍了，spring boot3的一个重要特性就是支持把spring boot3的应用编译成为GraalVM的Native Image。

今天我们用具体的例子来给大家演示一下如何正确的将spring boot3的应用编译成为native image。

## 安装GraalVM ##

如果要把spring boot3的app编译成为native应用，需要GraalVM的支持。

什么是GraalVM呢？

从名字就可以看出来GraalVM是一个虚拟机，它的主要目标就是提升java应用程序的性能，并且消耗更少的资源。

它在java HotSpot JVM的基础上添加了JIT编译器和AOT来实现将应用编译成为本地可执行文件。除了java之外，GraalVM还支持JavaScript、Ruby、Python等多种编程语言。

所以，为什么要用GraalVM呢？一个字：快。

安装GraalVM也比较简单，我们进入它的官方下载页面下载对应的版本即可：[www.oracle.com/downloads/g…][www.oracle.com_downloads_g]

GraalVM跟JDK一样也有两个版本，社区版和企业版本，大家可以根据需要自行选择。

> 要注意的是spring boot3需要GraalVM 22.3以上的版本支持，大家可不要下载错了。

下载完成之后，我们可以像正常安装JDK一样来安装GraalVM,这里以mac为例，假如我们安装的目录是/Library/Java/JavaVirtualMachines/graalvm-ee-java17-22.3.0，那么我们需要配置对应的JAVA\_HOME和PATH环境变量如下：

export PATH=/Library/Java/JavaVirtualMachines/graalvm-ee-java17-22.3.0/Contents/Home/bin:$PATH
    
     export JAVA_HOME=/Library/Java/JavaVirtualMachines/graalvm-ee-java17-22.3.0/Contents/Home
    复制代码

PATH中有一个非常重要的命令叫做gu，如果不添加PATH，那么在使用中就可能遇到下面的异常：

'gu' tool wasn't found. This probably means that JDK at isn't a GraalVM distribution.
    复制代码

安装完毕之后可以通过下面的命令来进行验证：

java -version
    java version "17.0.5" 2022-10-18 LTS
    Java(TM) SE Runtime Environment GraalVM EE 22.3.0 (build 17.0.5+9-LTS-jvmci-22.3-b07)
    Java HotSpot(TM) 64-Bit Server VM GraalVM EE 22.3.0 (build 17.0.5+9-LTS-jvmci-22.3-b07, mixed mode, sharing)
    复制代码

如果是在mac环境下，还需要执行下面的命令来解除对graalvm的隔离限制：

sudo xattr -r -d com.apple.quarantine /path/to/graalvm
    复制代码

否则在使用中就会遇到下面的问题：

![format_png][]

### 添加Native Image支持 ###

我们安装GraalVM的目的就是使用它的native Image特性。native image是一个单独的jar包，我们可以执行下面的命令来进行安装：

gu install native-image
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其中gu就是/Library/Java/JavaVirtualMachines/graalvm-ee-java17-22.3.0/Contents/Home/bin中的命令。

下载的过程中还需要输入一个有效的邮件，并进行邮箱校验。然后一路ENTER就可以了。

当然，你还可以把Oracle GraalVM Enterprise Edition Native Image下载到本地，然后使用gu install -L来进行本地安装。

好了，到目前为止，一切准备妥当，我们接下来看看如何把spring boot3的应用打包成为native image吧。

## 构建spring boot3应用 ##

这里我们使用的是maven，所以需要添加下面的spring boot3的依赖：

<parent>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-parent</artifactId>
            <version>3.0.1</version>
            <relativePath/> 
        </parent>
    复制代码

因为要构建native image，所以我们还需要用到下面的一个native-maven-plugin插件：

<plugin>
                    <groupId>org.graalvm.buildtools</groupId>
                    <artifactId>native-maven-plugin</artifactId>
                </plugin>
    复制代码

这里我们只创建了一个非常简单的main方法：

@SpringBootApplication
    public class NativeImageApplication {
    
        public static void main(String[] args) {
            SpringApplication.run(NativeImageApplication.class, args);
        }
    
    }
    复制代码

然后，我们尝试运行 mvn native:build来构建spring boot3应用程序。

> 记得在build之前一定先要编译好项目。

很可惜，你会发现下面的异常：

[INFO] --- native-maven-plugin:0.9.19:build (default-cli) @ native-image ---
    [WARNING] 'native:build' goal is deprecated. Use 'native:compile-no-fork' instead.
    [INFO] Found GraalVM installation from JAVA_HOME variable.
    ...
    Error: Please specify class (or <module>/<mainclass>) containing the main entry point method. (see --help)
    复制代码

从上面的异常我们发现了两个问题，第一个问题是一个警告，它推荐我们使用native:compile-no-fork。

第二个问题是说找不到mainclass,根据异常信息，我们在pom的plugin中添加下面的配置信息，如下所示：

<plugin>
                    <groupId>org.graalvm.buildtools</groupId>
                    <artifactId>native-maven-plugin</artifactId>
                    <configuration>
                        
                        <imageName>${project.artifactId}</imageName>
                        
                        <mainClass>com.flydean.nativeimage.NativeImageApplication</mainClass>
                        <buildArgs>
                            --no-fallback
                        </buildArgs>
                    </configuration>
                    <executions>
                        <execution>
                            <id>build-native</id>
                            <goals>
                                <goal>compile-no-fork</goal>
                            </goals>
                            <phase>package</phase>
                        </execution>
                    </executions>
                </plugin>
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然后重新运行mvn native:compile-no-fork：

GraalVM Native Image: Generating 'native-image' (executable)...
    ========================================================================================================================
    [1/7] Initializing...                                                                                    (4.3s @ 0.25GB)
     Version info: 'GraalVM 22.3.0 Java 17 EE'
     Java version info: '17.0.5+9-LTS-jvmci-22.3-b07'
     C compiler: cc (apple, arm64, 14.0.0)
     Garbage collector: Serial GC
     1 user-specific feature(s)
     - org.springframework.aot.nativex.feature.PreComputeFieldFeature
    Field org.apache.commons.logging.LogAdapter#log4jSpiPresent set to true at build time
    Field org.apache.commons.logging.LogAdapter#log4jSlf4jProviderPresent set to true at build time
    Field org.apache.commons.logging.LogAdapter#slf4jSpiPresent set to true at build time
    Field org.apache.commons.logging.LogAdapter#slf4jApiPresent set to true at build time
    Field org.springframework.core.NativeDetector#imageCode set to true at build time
    Field org.springframework.core.KotlinDetector#kotlinPresent set to false at build time
    Field org.springframework.core.KotlinDetector#kotlinReflectPresent set to false at build time
    Field org.springframework.format.support.DefaultFormattingConversionService#jsr354Present set to false at build time
    Field org.springframework.cglib.core.AbstractClassGenerator#imageCode set to true at build time
    [2/7] Performing analysis...  [**********]                                                              (24.8s @ 4.57GB)
      10,266 (89.50%) of 11,470 classes reachable
      16,675 (63.53%) of 26,248 fields reachable
      53,776 (60.71%) of 88,575 methods reachable
         469 classes,   140 fields, and 2,281 methods registered for reflection
          63 classes,    69 fields, and    55 methods registered for JNI access
           5 native libraries: -framework CoreServices, -framework Foundation, dl, pthread, z
    [3/7] Building universe...                                                                               (5.0s @ 2.72GB)
    [4/7] Parsing methods...      [**]                                                                       (4.4s @ 2.42GB)
    [5/7] Inlining methods...     [***]                                                                      (1.3s @ 3.87GB)
    [6/7] Compiling methods...    [********]                                                                (70.0s @ 1.04GB)
    [7/7] Creating image...                                                                                  (4.7s @ 3.35GB)
      30.27MB (58.75%) for code area:    30,771 compilation units
      20.50MB (39.79%) for image heap:  305,579 objects and 93 resources
     769.52KB ( 1.46%) for other data
      51.52MB in total
    ------------------------------------------------------------------------------------------------------------------------
    Top 10 packages in code area:                               Top 10 object types in image heap:
       2.02MB com.oracle.svm.core.code                             5.79MB byte[] for code metadata
       1.77MB sun.security.ssl                                     2.31MB byte[] for java.lang.String
       1.29MB java.util                                            2.09MB byte[] for general heap data
     929.52KB java.lang.invoke                                     2.07MB java.lang.String
     925.96KB com.sun.crypto.provider                              1.76MB java.lang.Class
     802.99KB java.lang                                          671.09KB byte[] for embedded resources
     633.35KB sun.nio.ch                                         567.26KB byte[] for reflection metadata
     625.89KB java.util.concurrent                               481.22KB com.oracle.svm.core.hub.DynamicHubCompanion
     601.86KB org.apache.tomcat.util.net                         450.06KB java.util.HashMapNode
     594.48KB sun.security.x509                                  401.78KB java.util.concurrent.ConcurrentHashMapNode
      20.02MB for 397 more packages                                3.40MB for 2297 more object types
    ------------------------------------------------------------------------------------------------------------------------
                            9.5s (7.9% of total time) in 50 GCs | Peak RSS: 3.75GB | CPU load: 4.39
    ------------------------------------------------------------------------------------------------------------------------
    Produced artifacts:
     /Users/learn-springboot3/learn-springboot3/native-image/target/native-image (executable)
     /Users/learn-springboot3/learn-springboot3/native-image/target/native-image.build_artifacts.txt (txt)
    ========================================================================================================================
    Finished generating 'native-image' in 2m 0s.
    [INFO] ------------------------------------------------------------------------
    [INFO] BUILD SUCCESS
    [INFO] ------------------------------------------------------------------------
    [INFO] Total time:  02:01 min
    [INFO] Finished at: 2023-01-05T20:43:39+08:00
    [INFO] ------------------------------------------------------------------------
    复制代码

经过漫长的等待，我们终于build完成了。

因为我们的artifactId叫做native-image,所以最终在target目录下面生成了一个叫做native-image的可执行文件：

.
    ├── classes
    │   ├── application.properties
    │   └── com
    │       └── flydean
    │           └── nativeimage
    │               └── NativeImageApplication.class
    ├── generated-sources
    │   └── annotations
    ├── generated-test-sources
    │   └── test-annotations
    ├── maven-archiver
    │   └── pom.properties
    ├── maven-status
    │   └── maven-compiler-plugin
    │       ├── compile
    │       │   └── default-compile
    │       │       ├── createdFiles.lst
    │       │       └── inputFiles.lst
    │       └── testCompile
    │           └── default-testCompile
    │               ├── createdFiles.lst
    │               └── inputFiles.lst
    ├── native-image
    ├── native-image-0.0.1-SNAPSHOT.jar
    ├── native-image-0.0.1-SNAPSHOT.jar.original
    ├── native-image.build_artifacts.txt
    ├── surefire-reports
    │   ├── TEST-com.flydean.nativeimage.NativeImageApplicationTests.xml
    │   └── com.flydean.nativeimage.NativeImageApplicationTests.txt
    └── test-classes
        └── com
            └── flydean
                └── nativeimage
                    └── NativeImageApplicationTests.class
    
    20 directories, 14 files
    复制代码

如果你这时候运行target/native-image,那么很可能得到下面的异常：

[main] DEBUG org.springframework.context.aot.AotApplicationContextInitializer - Initializing ApplicationContext with AOT
    [main] ERROR org.springframework.boot.SpringApplication - Application run failed
    java.lang.IllegalArgumentException: Could not find class [com.flydean.nativeimage.NativeImageApplication__ApplicationContextInitializer]
            at org.springframework.util.ClassUtils.resolveClassName(ClassUtils.java:333)
    复制代码

这是因为我们缺少一些spring boot的AOT元文件信息，正确的做法是使用下面的命令：

mvn clean package -Pnative
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它实际上执行的是下面的几个命令：

mvn spring-boot:process-aot
    mvn spring-boot:process-test-aot
    mvn spring-boot:build-image
    复制代码

最终我们得到编译好的native-image信息，运行得到下面的结果：

2023-01-05T17:07:11.692+08:00  INFO 69299 --- [           main] c.f.nativeimage.NativeImageApplication   : Starting AOT-processed NativeImageApplication using Java 17.0.5 with PID 69299 (/Users/wayne/data/git/ddean2009/learn-springboot3/learn-springboot3/native-image/target/native-image started by wayne in /Users/wayne/data/git/ddean2009/learn-springboot3/learn-springboot3/native-image)
    2023-01-05T17:07:11.693+08:00  INFO 69299 --- [           main] c.f.nativeimage.NativeImageApplication   : No active profile set, falling back to 1 default profile: "default"
    2023-01-05T17:07:11.709+08:00  INFO 69299 --- [           main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat initialized with port(s): 8080 (http)
    2023-01-05T17:07:11.710+08:00  INFO 69299 --- [           main] o.apache.catalina.core.StandardService   : Starting service [Tomcat]
    2023-01-05T17:07:11.710+08:00  INFO 69299 --- [           main] o.apache.catalina.core.StandardEngine    : Starting Servlet engine: [Apache Tomcat/10.1.4]
    2023-01-05T17:07:11.717+08:00  INFO 69299 --- [           main] o.a.c.c.C.[Tomcat].[localhost].[/]       : Initializing Spring embedded WebApplicationContext
    2023-01-05T17:07:11.717+08:00  INFO 69299 --- [           main] w.s.c.ServletWebServerApplicationContext : Root WebApplicationContext: initialization completed in 24 ms
    2023-01-05T17:07:11.729+08:00  INFO 69299 --- [           main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat started on port(s): 8080 (http) with context path ''
    2023-01-05T17:07:11.729+08:00  INFO 69299 --- [           main] c.f.nativeimage.NativeImageApplication   : Started NativeImageApplication in 0.053 seconds (process running for 0.072)
    复制代码

## 总结 ##

从运行情况来看，native-image的启动速度非常快，应该可以提升不少的性能。

感兴趣的小伙伴赶紧用起来吧。

作者：程序那些事  
链接：https://juejin.cn/post/7194379270649544741

[www.oracle.com_downloads_g]: https://link.juejin.cn?target=https%3A%2F%2Fwww.oracle.com%2Fdownloads%2Fgraalvm-downloads.html%25E3%2580%2582
[format_png]: https://img-blog.csdnimg.cn/img_convert/55127833e9b34bd10c3a28880fd64942.webp?x-oss-process=image/format,png