Book Image

Supercharge Your Applications with GraalVM

By : A B Vijay Kumar
Book Image

Supercharge Your Applications with GraalVM

By: A B Vijay Kumar

Overview of this book

GraalVM is a universal virtual machine that allows programmers to compile and run applications written in both JVM and non-JVM languages. It improves the performance and efficiency of applications, making it an ideal companion for cloud-native or microservices-based applications. This book is a hands-on guide, with step-by-step instructions on how to work with GraalVM. Starting with a quick introduction to the GraalVM architecture and how things work under the hood, you'll discover the performance benefits of running your Java applications on GraalVM. You'll then learn how to create native images and understand how AOT (ahead-of-time) can improve application performance significantly. The book covers examples of building polyglot applications that will help you explore the interoperability between languages running on the same VM. You'll also see how you can use the Truffle framework to implement any language of your choice to run optimally on GraalVM. By the end of this book, you'll not only have learned how GraalVM is beneficial in cloud-native and microservices development but also how to leverage its capabilities to create high-performing polyglot applications.
Table of Contents (17 chapters)
1
Section 1: The Evolution of JVM
4
Section 2: Getting Up and Running with GraalVM – Architecture and Implementation
8
Section 3: Polyglot with Graal
13
Section 4: Microservices with Graal

Understanding FastR – the R Truffle interpreter

GraalVM provides an R Truffle interpreter for a GNU-compatible R runtime. This runtime supports R programs and REPL (read-eval-print-loop) mode, where we can rapidly test the code while we write the code interactively. FastR is the project that developed this R runtime.

Installing and running R

Just like Graal Python, the R runtime does not come with GraalVM by default. We have to download and install it using Graal Updater. Use the following command to download and install R and Rscript:

gu install r

To run R, we need the OpenMP runtime library. This can be installed using apt-get install libcomp1 on Ubuntu and yum install libcomp on Oracle Linux. The library is installed in macOS by default. Apart from this, you will need C/C++/Fortran, if the R code has C/C++/Fortran code. R is also in the experimental phase at the time of writing this book, so not everything is supported yet. Please refer to the GraalVM documentation...