observability opentelemetry distributed tracing spring boot quarkus kotlin coroutines

OpenTelemetry Tracing on the JVM

You may know I’m a big fan of OpenTelemetry. I recently finished developing a master class for the YOW! conference at the end of the year. During development, I noticed massive differences in configuration and results across programming languages. Even worse, differences exist across frameworks inside the same programming language. In this post, I want to compare the different zero-code OpenTelemetry approaches on the JVM, covering the most widespread: Spring Boot with Micrometer Tracing

java rust kotlin python scala

Pattern-matching across different languages

Pattern matching is a major feature in software development. While pattern matching applies in several locations, its current usage is limited to switch case blocks. I want to compare the power of pattern matching across a couple of programming languages I’m familiar with in this post. I assume that every reader is familiar with the switch case syntax inherited from C. In short: The switch clause references a value-returning statementEach case clause sets another statement; if the value

kotlin openrewrite testing

Testing an OpenRewrite recipe

For the last two weeks, I’ve kicked the tires of OpenRewrite. At first, I created a recipe to move Kotlin source files as per the official recommendations with a set package name. I then improved the recipe to compute the root automatically. In both versions, I thoroughly tested the recipe. However, my testing approach was wrong. In this post, I want to describe my mistakes, and how I fixed them. The naive approach I originally approached the testing of the recipe in a very naive way, t

kotlin openrewrite

Improving my previous OpenRewrite recipe

I started discovering OpenRewrite last week by writing a Kotlin recipe that moves Kotlin files according to the official directory structure recommendation. I mentioned some future works, and here they are. In this post, I want to describe how to compute the root package instead of letting the user set it. Reminder I developed last week a recipe to follow the Kotlin recommendation regarding directory structure: In pure Kotlin projects, the recommended directory structure follows the packa

kotlin openrewrite

OpenRewrite recipes

I’ve been eying OpenRewrite for some time, but I haven’t had time to play with it yet. In case you never heard about OpenRewrite, OpenRewrite takes care of refactoring your codebase to newer language, framework, and paradigm versions. Using OpenRewrite is pretty straightforward. It already provides a large corpus of existing recipes, some of which are free. What I find amazingly powerful is the ability to author new recipes. I decided to learn about it and write my own in this serie

kotlin openrewrite

Authoring an OpenRewrite recipe

I’ve been eying OpenRewrite for some time, but I haven’t had time to play with it yet. In case you never heard about OpenRewrite, OpenRewrite takes care of refactoring your codebase to newer language, framework, and paradigm versions. OpenRewrite is an open-source automated refactoring ecosystem for source code, enabling developers to effectively eliminate technical debt within their repositories. It consists of an auto-refactoring engine that runs prepackaged, open-source refac

kotlin openrewrite

Authoring an OpenRewrite recipe

I’ve been eying OpenRewrite for some time, but I haven’t had time to play with it yet. In case you never heard about OpenRewrite, OpenRewrite takes care of refactoring your codebase to newer language, framework, and paradigm versions. OpenRewrite is an open-source automated refactoring ecosystem for source code, enabling developers to effectively eliminate technical debt within their repositories. It consists of an auto-refactoring engine that runs prepackaged, open-source refac

kotlin coroutines opentelemetry

Kotlin Coroutines and OpenTelemetry tracing

I recently compared three OpenTelemetry approaches on the JVM: Java Agent v1, v2, and Micrometer. I used Kotlin and coroutines without overthinking. I received interesting feedback on the usage of @WithSpan with coroutines: Nice one..by the way to instrument the coroutine context properly, don't we need "opentelemetry-extension-kotlin" also? Without that, spans are not recorded properly for suspend functions (https://t.co/DSgJklnllD) pic.twitter.com/5wDwhYhoDM— Suresh G (@sur

watermark images web kotlin

Dynamic watermarking on the JVM

Displaying images on your website makes for an interesting problem: on one side, you want to make them publicly available; on the other, you want to protect them against undue use. The age-long method to achieve it is watermarking: A digital watermark is a kind of marker covertly embedded in a noise-tolerant signal such as audio, video or image data. It is typically used to identify ownership of the copyright of such signal. 'Watermarking' is the process of hiding digital information in a car

programming coding rust kotlin

The pitfall of implicit returns

Implicit returns are a feature in some languages. They have recently bitten me, so here’s my opinion. Statements, expressions, and returns Before diving into implicit returns, we must explain two programming concepts influencing them. A lot of literature is available on the subject, so I’ll paraphrase one of the existing definitions: An expression usually refers to a piece of code that can be evaluated to a value. In most programming languages, there are typically three differ

kotlin python migration

From Kotlin Scripting to Python

GitHub offers a way to customize one’s profile by allowing one to create a README in a specific repository, named as your profile, e.g., nfrankel/nfrankel. A couple of years ago, I automated the update of my GitHub profile with up-to-date info: my latest blog posts, my upcoming talks, and the last recorded YouTube talk. I took the time to document how to do it on this blog. At the time, I chose Kotlin scripting because I was proficient enough in Kotlin, but I wanted to learn the scripting

java kotlin

Null safety: Kotlin vs. Java

Last week, I was at the FOSDEM conference. FOSDEM is specific in that it has multiple rooms, each dedicated to a different theme and organized by a team. I had two talks: Practical Introduction to OpenTelemetry Tracing, in the Monitoring and Observability devroomWhat I miss in Java, the perspective of a Kotlin developer, in the Friends of OpenJDK devroom The second talk is from an earlier post. Martin Bonnin did a tweet from a single slide, and it created quite a stir, even attracting Brian Goe

java kotlin programming languages jvm

What I miss in Java, the perspective of a Kotlin developer

Java has been my bread and butter for almost two decades. Several years ago, I started to learn Kotlin; I never regretted it. Though Kotlin compiles to JVM bytecode, I sometimes have to write Java again. Every time I do, I cannot stop pondering why my code doesn’t look as nice as in Kotlin. I miss some features that would improve my code’s readability, expressiveness, and maintainability. This post is not meant to bash Java but to list some features I’d like to find in Java.

kotlin type system strong typing

Avoiding Stringly-typed in Kotlin

A couple of years ago, I developed an application in Kotlin based on Camunda BPMN to help me manage my conference submission workflow. It tracks my submissions in Trello and synchronizes them on Google Calendar and in a Google Sheet. Google Calendar offers a REST API. As REST APIs go, it’s cluttered with String everywhere. Here’s an excerpt of the code: fun execute(color: String, availability: String) { findCalendarEntry(client, google, execution.conference)?.let { it.c

kotlin api design extension delegation tip

Beautify third-party API with Kotlin

Scala has popularized the 'Pimp my library' pattern: This is just a fancy expression to refer to the ability to supplement a library using implicit conversions. — Pimp My Library Pattern in Scala Kotlin does provide the same capability. However, it achieves it via extension functions. While the generated bytecode is similar to Java’s static methods, the developer experience is the same as adding functions to existing types. This approach has limitations, though. One cannot

kotlin serverless faas jvm performance graalvm native

Kotlin and FaaS, an impossible union?

Some time ago, I read a post describing how to run a serverless Kotlin function on OpenFaaS. While the content is technically correct, I believe the concept itself is very wrong. Such posts can lead people to make ill-advised decisions: 'because we can' is hardly a winning strategy. in this post, I’d like to first explain why the JVM platform is a bad idea for FaaS. Then, I’ll proceed to propose alternatives to use Kotlin nonetheless. I deliberately chose not to link to the original

spring configuration beans context kotlin

Multiple ways to configure Spring

Two weeks ago, I wrote how you could write a Spring application with no annotations. Many alternatives are available to configure your Spring app. I’d like to list them in this post, leaving Spring Boot out of the picture on purpose. Core concepts Property file XML Groovy DSL Self-annotated classes Configuration classes Kotlin DSL Bean definitions Beans Conclusion Core concepts A couple of concepts are central in Spring. The related documentation doesn’t describe most of them

gui swt kotlin

The state of JVM desktop frameworks: SWT

This is the 3rd post in the The state of JVM desktop frameworks focus series. This series is dedicated to the state of JVM desktop frameworks. After having had a look at Swing the previous week, this post focuses on the Standard Widget Toolkit. SWT originates from the Eclipse project, an IDE. For Eclipse, the developers built a dedicated framework to build their graphic components upon. Swing implements the drawing of widgets in Java from scratch. On the opposite, SWT is a thin wrapper API that r

reactive programming kotlin coroutines project reactor

From Reactor to Coroutines

Last September, I wrote how to migrate from an Imperative Programming codebase to a Reactive Programming one in a step-by-step process. Because of its popularity, I illustrated the post with a Spring Boot demo. The final result uses Mono and Flux from Project Reactor. I also made sure that no step in the processing pipeline is blocking thanks to Blockhound. I wrote the code in Java so that it could be accessible to the largest audience. But I’m still a Kotlin fan at heart. Hence, I ported

github kotlin kotlin scripting freemarker

Customizing your GitHub profile - Scripting

Recently, GitHub allowed users to customize the appearance of their profile page. This is different from GitHub Pages: it allows to add extra content to one’s GitHub profile. Since that feature is available, a lot of developers have decided to customize their page. I think this is fun, so I also wanted to do the same, in my own way. I wanted to describe it, so fellow developers can take inspiration. Since the whole process is a bit long, I’ve split this post in two parts. This par

programming language kotlin elixir

6 interesting features in programming languages

Java is the first language that I learned and used professionally. It has been my bread and butter for about a decade and half years. And yet, it’s not the only language I’ve learned nor used in all my years: for example, a long time ago, I’ve had to develop JavaScript code to implement a dynamic user interface. At that time, it was called DHTML…​ A couple of years ago, I also taught myself Kotlin, and never stopped using it. Last year, working for a new company, I t

kotlin api design extension function

Write extension functions for your own classes in Kotlin

A recent question on Kotlin’s Reddit came to my attention lately: 'Why is it bad to write extension functions for classes that you own?' One of the answer was that it was the opposite: it’s a good practice, and for several reasons. Among them were two very important ones that improve the design of one’s code: Able to call the function on a nullable. For a class with generic types, add a function that is only available when a specific type is used.

kotlin software design uml

Options for managing derived attributes in Kotlin

A derived attribute is an attribute computed from other attributes e.g.: The fullName is aggregated from the first, middle and last nameThe age is computed from the birthdateetc. Kotlin offers different options to manage such derived attributes. Let’s browse through them. Inline field initialization The simplest way to manage derived attributes is to declare a property, and compound its declaration with its initialization: class Person(val firstName: String, val middle

kotlin collection sequence stream lazy evaluation

Kotlin, collections and sequences

When streams were added to Java 8, I wanted to jump on the bandwagon. I read blog posts, watched videos, attended workshops to understand what this was all about. After a while, I became comfortable enough…​ but I was unhappy with the implementation: while streams offer methods with a functional approach, legacy collections do not. When one wants to use Java capabilities on an existing collection, the later needs to be transformed to a stream, and then back again. For example, the f

kotlin stdlib stack overflow

Elements combination in Kotlin collections

I’m not a regular StackOverflow user, neither as a contributor, nor to ask questions. However, I recently stumbled upon a question, tried to help…​ and failed. I was pointed out my answer was wrong - thanks for everyone who did. I think failures are great occasions to learn something new! In this post, I’d like to detail what I learned after digging further: there are several ways to combine elements from an existing collection in Kotlin stdlib.

kotlin code quality sonarqube

Check the quality of Kotlin code

Last week, I read a post about Kotlin code analysis, thanks to the Kyiv Kotlin UG. I stumble upon a lot of similar posts: they show how to hack into the build to produce a text report showing quality issues. At the risk of sounding arrogant, I claim this is not proper software engineering. It’s a one-time hack: it has no value over the long term. Code quality is a serious subject, and should be treated accordingly. First, it needs to be evaluated, then issues have to be stored and compare

kotlin hybris

Using Kotlin on the SAP Hybris platform

Since I discovered Kotlin, I use it in all my personal projects. I’ve become quite fond of the language, and with good reason. However, there’s yet no integration with the Hybris platform - though there’s with Groovy and Scala. This post aims at achieving just that, to be able to use Kotlin on Hybris projects. Generate a new extension The first step on the journey is to create a new extension: ant extgen Choose the yempty packageChoose an adequate name, e.g. 'kotlinfun'

kotlin stdlib

Make your life easier with Kotlin stdlib

IMHO, Kotlin is not about big killer features - although extension methods and properties could certainly be categorized as such, but about a bunch of small improvements that have deep impact. Most of them are not built-in into the language, but are functions offered as part of the Kotlin standard library. In this post, I’d like to go through a limited set of them, and describe how they can be used to improve the code.

jvm bytecode javap kotlin

Synthetic

There is a bunch of languages running on the JVM, from of course Java, to Clojure and JRuby. All of them have different syntaxes, but it’s awesome they all compile to the same bytecode. The JVM unites them all. Of course, it’s biased toward Java, but even in Java, there is some magic happening in the bytecode. The most well-known trick comes from the following code: public class Foo { static class Bar { private Bar() {} } public static void main(String... arg

spring configuration groovy kotlin xml annotations

Flavors of Spring application context configuration

Every now and then, there’s an angry post or comment bitching about how the Spring framework is full of XML, how terrible and verbose it is, and how the author would never use it because of that. Of course, that is completely crap. First, when Spring was created, XML was pretty hot. J2EE deployment descriptors (yes, that was the name at the time) was XML-based. Anyway, it’s 2017 folks, and there are multiple ways to skin a cat. This article aims at listing the different ways a Sprin

scala kotlin

Scala vs Kotlin: Multiple Inheritance and the Diamond problem

This is the 4th post in the Scala vs. Kotlin focus series. Inheritance is one of the basic tenet of Object-Oriented Programming, along with encapsulation and polymorphism. Alongside simple inheritance, there is multiple inheritance: feature of some object-oriented computer programming languages in which an object or class can inherit characteristics and features from more than one parent object or parent class. It is distinct from single inheritance, where an object or class may only inherit from

code quality sonarqube kotlin plugin antlr

A SonarQube plugin for Kotlin - Creating the plugin proper

This is the 3rd post in a series about creating a SonarQube plugin for the Kotlin language: The first post was about creating the parsing code itself.The 2nd post detailed how to use the parsing code to check for two rules. In this final post, we will be creating the plugin proper using the code of the 2 previous posts. The Sonar model The Sonar model is based on the following abstractions: Plugin Entry-point for plugins to inject extensions into SonarQube A plugin points to the ot

code quality sonarqube kotlin plugin

A SonarQube plugin for Kotlin - Analyzing with ANTLR

Last week, we used ANTLR to generate a library to be able to analyze Kotlin code. It’s time to use the generated API to check for specific patterns. API overview Let’s start by having a look at the generated API: KotlinLexer: Executes lexical analysis.KotlinParser: Wraps classes representing all Kotlin tokens, and handles parsing errors.KotlinParserVisitor: Contract for implementing the Visitor pattern on Kotlin code. KotlinParserBaseVisitor is its empty implementation, to ease t

code quality sonarqube kotlin plugin antlr

A SonarQube plugin for Kotlin - Paving the way

Since I started my journey into Kotlin, I wanted to use the same libraries and tools I use in Java. For libraries - Spring Boot, Mockito, etc., it’s straightforward as Kotlin is 100% interoperable with Java. For tools, well, it depends. For example, Jenkins works flawlessly, while SonarQube lacks a dedicated plugin. The SonarSource team has limited resources: Kotlin, though on the rise - and even more so since Google I/O 17, is not in their pipe. This post series is about creating such a pl

future kotlin coroutine

Concurrency: Java Futures and Kotlin Coroutines

A long time ago, one had to manually start new threads when wanting to run code concurrently in Java. Not only was this hard to write, it was easy to introduce bugs that were hard to find. Testing, reading and maintaining such code was no walk in the park either. Since that time - and with a little incentive coming from multi-core machines, the Java API has evolved to make developing concurrent code easier. Meanwhile, alternative JVM languages also have their opinion about helping developers writ

javascript kotlin front-end

Kotlin for front-end developers

I assume that readers are already familiar with the Kotlin language. Advertised from the site: Statically typed programming language for the JVM, Android and the browser 100% interoperable with Java™ — Headline from the Kotlin website Kotlin first penetrated the Android ecosystem and has seen a huge adoption there. There’s also a growing trend on the JVM, via Spring Boot. Since its latest 1.1 release, Kotlin also offers a production-grade Kotlin to JavaScript transpiler. Thi

design object oriented programming tooling bean validation kotlin ide

Coping with stringly-typed

UPDATED on March 13, 2017: Add Builder pattern section Most developers have strong opinions regarding whether a language should be strongly-typed or weakly-typed, whatever notions they put behind those terms. Some also actively practice stringly-typed programming - mostly without even being aware of it. It happens when most of attributes and parameters of a codebase are String. In this post, I will make use of the following simple snippet as an example: public class Person { private fin

microservice spring framework spring cloud kotlin http monitoring sleuth

HTTP headers forwarding in microservices

Microservices are not a trend anymore. Like it or not, they are here to stay. Yet, there’s a huge gap before embracing the microservice architecture and implementing them right. As a reminder, one might first want to check the many fallacies of distributed computed. Among all requirements necessary to overcome them is the ability to follow one HTTP request along microservices involved in a specific business scenario - for monitoring and debugging purpose. One possible implementation of it

scala kotlin

Scala vs Kotlin: inline and infix

This is the 3rd post in the Scala vs. Kotlin focus series. This week, I’d like to address two features: inline and infix - not because they’re related but because neither of them would be enough to fill a post. Inlining comes from C (and then C++). In those languages, a hint could be provided to the compiler through the inline keyword. By doing so, it may replace an inlined function call by the function body itself in order to skip the overhead of a function call.

scala kotlin

Scala vs Kotlin: Pimp my library

This is the 1st post in the Scala vs. Kotlin focus series. I’ve been introduced to the world of immutable data structures with the Scala programming language - to write I’ve been introduced to the Functional Programming world would sound too presumptuous. Although I wouldn’t recommend its usage in my day-to-day projects, I’m still grateful to it for what I learned: my Java code is now definitely not the same because Scala made me aware of some failings in both the language

kotlin arithmetics

Fixing floating-point arithmetics with Kotlin

This week saw me finally taking time to analyze our code base with Sonar. In particular, I was made aware of plenty of issues regarding floating-point arithmetics. Fun with Java’s floating-point arithmetics Those of you who learned Java in an academic context probably remember something fishy around FP arithmetics. Then if you never used them, you probably forgot about them. Here’s a very quick example of interesting it turns out to be: double a = 5.8d; double b = 5.6d; double

lombok kotlin

Comparing Lombok and Kotlin

I know about Lombok since a long time, and I even wrote on how to create a new (at the time) @Delegate annotation. Despite this and even though I think it’s a great library, I’ve never used it in my projects. The reason for this mostly because I consider setting up the Lombok agent across various IDEs and build tools too complex for my own taste in standard development teams. Comes Kotlin which has support for IDEs and build tools right out-of-the-box plus seamless Java interoperabi

kotlin logging performance

Smart logging in Java 8 and Kotlin

Logging is a not a sexy subject but it’s important nonetheless. In the Java world, logging frameworks range from Log4J to SLF4J via Commons Logging and JDK logging (let’s exclude Log4J 2 for the time being). Though different in architecture and features, all of their API look the same. The logger has a method for each log level e.g.: debug(String message)info(String message)error(String message)etc. Levels are organized into a hierarchy. Once the framework is configured at a certain

kotlin mutation testing pit

Experimental: Kotlin and mutation testing

Since about a year and a half, I do a lot of presentations on Mutation Testing. In those, my point is to show that Code Coverage’s only benefit is that it’s easy to compute but that it’s meaningless - hence Mutation Testing. Since some time, I’ve been interested in Kotlin, a language from JetBrains that runs on the JVM. It’s only natural that I wanted to check how Mutation Testing could be applied to the Kotlin language.

kotlin vaadin

Feedback on customizing Vaadin HTML template

Last week, my post was about how you could customize the default Vaadin HTML template so you could add a lang attribute for example. I didn’t ask for feedback, but I got it anyway, so let’s use the occasion to analyze it. First, I must admit that my solution was not Vaadin-esque as I used AOP to get the job done. My friend Matti Tahvonen from the Vaadin team was kind enough to provide not only one but 2 alternatives to my proposal.

algorithm kotlin

Feedback on the Josephus problem

My last week article was about the solving the Josephus problem in Kotlin. For ease of comparison, here’s the version I wrote originally: class Soldier(val position: Int) { var state = State.Living lateinit var next: Soldier fun suicide() { state = State.Dead } fun isDead() = state == State.Dead } enum class State { Living, Dead } class Circle(private val size: Int, private val step: Int) { private val first = Soldier(0) init { var p

algorithm kotlin

Solving the Josephus problem in Kotlin

I recently stumbled upon a post telling about the Josephus problem and trying to solve it in different scripting languages. For the sake of brevity, here’s the problem (taken from the referenced post): Flavius Josephus was a roman historian of Jewish origin. During the Jewish-Roman wars of the first century AD, he was in a cave with fellow soldiers, 40 men in all, surrounded by enemy Roman troops. They decided to commit suicide by standing in a ring and counting off each third man. Each

kotlin spring boot vaadin

Playing with Spring Boot, Vaadin and Kotlin

It’s no mystery that I’m a fan of both Spring Boot and Vaadin. When the Spring Boot Vaadin add-on became GA, I was ecstatic. Lately, I became interested in Kotlin, a JVM-based language offered by JetBrains. Thus, I wanted to check how I could develop a small Spring Boot Vaadin demo app in Kotlin - and learn something in the process. Here are my discoveries, in no particular order. Spring needs non-final stuff It seems Spring needs @Configuration classes and @Bean methods to be non

kotlin language scala

Forget the language, the important is the tooling

There’s not one week passing without stumbling upon a post claiming language X is superior to all others, and offers you things you cannot do in other languages, even make your kitchenware shine brightier and sometimes even return lost love. I wouldn’t mind these claims, because some features really open my Java developer mind to the lacking of what I’m using now, but in general, they are just bashing another language - usually Java.

kotlin polyglot webapp

Polyglot everywhere - part 2

Last week, we set up a new project using the YAML flavor of Polyglot Maven. Now is time for some server-side code! As a long time Vaadin advocate, let’s create a very simple Vaadin application. This will have the added advantage to let us hack something on the client-side as well for the last part of this series. As we are fully polyglot, we will avoid the old Java language and use something very cool instead. As I’ve have been to some conferences with its number 1 advocate, I settl