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Moritz Halbritter Twitter: @m_halbritter GitHub: @mhalbritter
Spring Meetup Munich
2022-09-13
AOT and Native
with Spring Boot 3.0
Copyright © 2022 VMware, Inc. or its affiliates.
Cover w/ Image
● GraalVM and Native compilation
● Let’s build our first app!
● Developer cookbook
● Q&A
Agenda
GraalVM
and Native Compilation
Native compilation
Features
● Memory efficiency (MB)
● Startup time (ms)
● Competing with other languages (Golang,
Node.JS)
● Well suited for CLIs, functions, scale to zero
● Container density on your platform
Challenges
● May need additional configuration
● Specific tooling required
● No Java agent support
● Not all JVM vendors support it
Building a native image with GraalVM
Process all classes
in a fixed classpath
Using the “native-image" binary
Perform
static analysis
Compile code + data
into a single binary
+
Reachability
Metadata
Missing reachability metadata
MyService service = //…
Method destroyMethod = findMethodAnnotatedWith(service.getClass(), Destroy.class);
// by default, GraalVM doesn’t ship reflection information,
// destroyMethod will be null
if (destroyMethod != null) {
destroyMethod.invoke(service, context);
}
Reachability metadata example
[
{
"name" : "com.example.DefaultMyService",
"methods" : [
{ "name" : "destroy", "parameterTypes" : ["com.example.Context"] }
]
}
//...
]
META-INF/native-image/reflect-config.json
See reflection configuration format
How Spring adapts for native
Perform
static analysis
Compile code + data
into a single binary
Infer metadata if
needed
Generate optimized
version of the
application context
Process all classes
in a fixed classpath
Reachability
Metadata
+
Also applies to resources, JDK proxies… See class metadata features
Let’s build our first application!
Native compilation with Spring
App compiled
Compiled sources
resources
AOT is done
Compiled sources
resources
AOT sources
GraalVM config
Compiled AOT
sources
Native binary
Native application
:generateAotSources
+
:aotClasses
:nativeCompile
Application Jar
AOT optimized app
:bootJar
Generating AOT sources
Context refresh
for AOT
Generate source code
+ hints
Running this code will
re-create the same
state at runtime
Detect classpath,
environment, and
main class
Only bean definitions
are created,
no bean instances!
Developer cookbook
Execute your app in AOT mode on the JVM
AOT process is generating Java source files
● Easiest and fastest way to test the AOT-generated code
● Brings performance improvements (more to come)
Run your test suite in native mode
AOT process also applies to the test context
● Work in progress
● Reuse your existing test suite
● No need to only rely on functional tests
Contribute hints for 3rd party libraries
The new GraalVM reachability metadata repository
● Common hints repository for Java libraries
● Hints pulled by the Native Build Tools plugins
● Spring team already contributing hints
● Open for contribution to all developers
● https://github.com/oracle/graalvm-reachability-metadata
Ways to check native support for your app
● Execute in AOT mode on JVM
● Build native-image with the Native Build Tools
● Run existing test suite in native (coming soon)
Want to help?
● Contribute to the Graalvm reachability metadata (3rd party lib support)
https://github.com/oracle/graalvm-reachability-metadata
JVM efficiency 🚀
Work with GraalVM team 🤗
Unlocking new spaces 💪
Project Leyden 🔥
Questions
https://github.com/mhalbritter/spring-aot-demo-application
Roadmap
Latest milestones
● Spring Framework 6.0.0-M5
● Spring Boot 3.0.0-M4
GA releases
● Spring Boot 3.0.0: Nov 24th
● Spring Framework 6.0.0: Nov 16th?
Thank you
© 2022 Spring. A VMware-backed project.

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AOT and Native with Spring Boot 3.0

  • 1. Moritz Halbritter Twitter: @m_halbritter GitHub: @mhalbritter Spring Meetup Munich 2022-09-13 AOT and Native with Spring Boot 3.0 Copyright © 2022 VMware, Inc. or its affiliates.
  • 2. Cover w/ Image ● GraalVM and Native compilation ● Let’s build our first app! ● Developer cookbook ● Q&A Agenda
  • 4.
  • 5. Native compilation Features ● Memory efficiency (MB) ● Startup time (ms) ● Competing with other languages (Golang, Node.JS) ● Well suited for CLIs, functions, scale to zero ● Container density on your platform Challenges ● May need additional configuration ● Specific tooling required ● No Java agent support ● Not all JVM vendors support it
  • 6. Building a native image with GraalVM Process all classes in a fixed classpath Using the “native-image" binary Perform static analysis Compile code + data into a single binary + Reachability Metadata
  • 7. Missing reachability metadata MyService service = //… Method destroyMethod = findMethodAnnotatedWith(service.getClass(), Destroy.class); // by default, GraalVM doesn’t ship reflection information, // destroyMethod will be null if (destroyMethod != null) { destroyMethod.invoke(service, context); }
  • 8. Reachability metadata example [ { "name" : "com.example.DefaultMyService", "methods" : [ { "name" : "destroy", "parameterTypes" : ["com.example.Context"] } ] } //... ] META-INF/native-image/reflect-config.json See reflection configuration format
  • 9. How Spring adapts for native Perform static analysis Compile code + data into a single binary Infer metadata if needed Generate optimized version of the application context Process all classes in a fixed classpath Reachability Metadata + Also applies to resources, JDK proxies… See class metadata features
  • 10. Let’s build our first application!
  • 11. Native compilation with Spring App compiled Compiled sources resources AOT is done Compiled sources resources AOT sources GraalVM config Compiled AOT sources Native binary Native application :generateAotSources + :aotClasses :nativeCompile Application Jar AOT optimized app :bootJar
  • 12. Generating AOT sources Context refresh for AOT Generate source code + hints Running this code will re-create the same state at runtime Detect classpath, environment, and main class Only bean definitions are created, no bean instances!
  • 14. Execute your app in AOT mode on the JVM AOT process is generating Java source files ● Easiest and fastest way to test the AOT-generated code ● Brings performance improvements (more to come)
  • 15. Run your test suite in native mode AOT process also applies to the test context ● Work in progress ● Reuse your existing test suite ● No need to only rely on functional tests
  • 16. Contribute hints for 3rd party libraries The new GraalVM reachability metadata repository ● Common hints repository for Java libraries ● Hints pulled by the Native Build Tools plugins ● Spring team already contributing hints ● Open for contribution to all developers ● https://github.com/oracle/graalvm-reachability-metadata
  • 17. Ways to check native support for your app ● Execute in AOT mode on JVM ● Build native-image with the Native Build Tools ● Run existing test suite in native (coming soon)
  • 18. Want to help? ● Contribute to the Graalvm reachability metadata (3rd party lib support) https://github.com/oracle/graalvm-reachability-metadata
  • 19. JVM efficiency 🚀 Work with GraalVM team 🤗 Unlocking new spaces 💪 Project Leyden 🔥
  • 21. Roadmap Latest milestones ● Spring Framework 6.0.0-M5 ● Spring Boot 3.0.0-M4 GA releases ● Spring Boot 3.0.0: Nov 24th ● Spring Framework 6.0.0: Nov 16th?
  • 22. Thank you © 2022 Spring. A VMware-backed project.