Serverless Java - Challenges and Triumphs

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. |
Serverless Java
Challenges and Triumphs
March 8, 2019
1
David Delabassee - @delabassee
Oracle

Copyright © 2019, Oracle and/or its affiliates. All rights reserved.
Safe Harbor Statement
The following is intended to outline our general product direction. It is intended for
information purposes only, and may not be incorporated into any contract. It is not a
commitment to deliver any material, code, or functionality, and should not be relied upon
in making purchasing decisions. The development, release, and timing of any features or
functionality described for Oracle’s products remains at the sole discretion of Oracle.
3

Copyright © 2019, Oracle and/or its affiliates. All rights reserved. 4
Serverless

Function As a Service
• Function
• As a Service
5
Small bits of code with a well defined job
Easy to understand and maintain
The system takes care of provisioning, patching, scaling, ...
Each function can scale independently

Interest in Serverless
Source: Google Trends

Serverless Java?

https://blog.github.com/2018-11-15-state-of-the-octoverse-top-programming-languages/
Top programming languages by contributors as of September 30, 2018

https://redmonk.com/sogrady/2018/08/10/language-rankings-6-18/

4.96% of functions are Java 8!?
https://serverless.com/blog/serverless-by-the-numbers-2018-data-report/

And the Trend isn’t Great!
https://serverless.com/blog/serverless-by-the-numbers-2018-data-report/

Serverless Java Landscape
• AWS Lambda - Java 8 support (June 2015)
• Azure Function - Java 8 support (February 2019)
• Google Cloud Function - NA
13

http://redmonk.com/jgovernor/2016/10/12/when-web-companies-grow-up-they-turn-into-java-shops

Serverless Java
• FaaS seen as a scripting platform for the web?
• Doesn't fit normal Java development patterns?
• JVM not suitable for short-lived “apps”?
15

Blueprints for Serverless Java
• “Plain old Java”
• Established toolchains
• Ability to build complex applications
• Low latency/high performance
• JVM ecosystem
16

• Open-source, Container NaAve, Serverless PlaDorm
• Apache v2 licence
• Run anywhere - Cloud / Datacenter / Laptop
• Fn ♥
• FuncAons are containers
17
https://github.com/fnproject/fn

Demo

Fn Java Function Development Kit
• Docker images
–A build image for repeatable builds
–An optimized runtime image
• JUnit test harness
• Maven support
• Input/output coercion
• Flow
• …
19

• “Plain old Java” ✓
• Established toolchains ✓
• Ability to build complex applications
• JVM ecosystem
20

Fn Flow

Serverless
22
Permanent Storage Lives Elsewhere
ts
10
5
5 5
5
8 7
7 8
10

Fn Flow
• Build reliable and scalable Faas applica(ons
• Provides rich concurrency primi(ves including fork-join, chaining, delays
and error handling
• Java support based on Java 8 Comple(onStage API
For long-running, reliable, scalable functions

Fn Flow
For long-running, reliable, scalable functions
Flow flow = Flows.currentFlow();
FlowFuture<byte[]> stage =
flow.invokeFunction(aFunc, input.getBytes())
.thenApply(HttpResponse::getBodyAsBytes);
byte[] result = stage.get();

Fn Flow
25
Demo
Java FDK
Flow

• Wide choice of good tooling ✓
• Ability to build complex applications ✓
• Rich JVM ecosystem
26

Low latency/high performance
• Start fast
• Run in small(er) images
• Respect resource constraints
27
What do we want containerized JVMs to do?

Respecting Resource Constraints
• JDK-8179498:attach in Linux should be relative to /proc/pid/root and
namespace aware as jcmd, jsack, etc. fail to attach (resolved in JDK 10)
• JDK-8193710: jcmd –l and jps commands do not list Java processes
running in Docker containers (resolved in JDK 11)
• And more... JDK-8203357: Container Metrics (resolved in JDK 11.0.1)
• JDK 11—JEP 318: Epsilon, i.e. No-Op, Garbage Collector (experimental)
28
Being Container Friendly

Start Fast
29
Moving Startup Costs to Build-Time
• Class Data Sharing
–Avoid parsing JDK classes on start
• Application CDS
–Avoid parsing App classes on start
• AOT compilation
–Compile App classes to native .so libraries (experimental)

Start Fast
30
Small(er) Container Images = Faster Start-up

Run Small(er) Images
31
Reduce layers size
• Java Function and its dependencies
• Java Runtime
• Operating System

32
Reduce layers size
• Project Portola
– Run the JVM on musl
– https://openjdk.java.net/projects/portola/
• musl
– Lightweight, fast, simple, free, C standard library implementation
– http://www.musl-libc.org
• Alpine
– Security-oriented, lightweight Linux distro with 4MB base image
– https://www.alpinelinux.org

33
Reduce Java Runtime layer size - jlink
Modules JLink flags Mb
JDK 12 Whole JDK! 318.7
openjdk:11-jre-slim 11 (default) NB: openjdk:12-jre-slim not yet available! 217.0
JRE 12 all (explicit) --add-module $(java --list-modules) 168.3 100.0%
+ --no-header-files --no-man-pages --strip-debug 143.0 85.0%
+ --compress=1 107.8 64.1%
+ --compress=2 83.7 49.7%
Custom JRE 12 base, logging --add-module $(jdeps --print-module-deps func.jar) 47.4 28.2% 100.0%
+ --no-header-files --no-man-pages --strip-debug 41.6 24.7% 87.8%
+ --compress=2 32.0 19.0% 67.5%
OpenJDK (build 12-ea+29) - alpine:3.9 x86_64
318 Mb 168 Mb 47 Mb 32 Mb

jlink/Alpine Demo

• GraalVM compiles Java source to a single native binary
• Tiny image sizes
• Low VM overhead
35
GraalVM

GraalVM Demo

• Low latency/high performance ✓
• Rich JVM ecosystem
37

Ongoing Ecosystem Evolution…
• Substrate VM
• Java release cadence
• Other JVM based languages
– Kotlin, Groovy, etc.
• …
• Fn init-image
38

• Low latency/high performance ✓
• Rich JVM ecosystem ✓
39

Serverless Java—Does it have a future? Absolutely!

Call to Action
https://github.com/fnproject/fn

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