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eBook – Reactive – NPI EA (cat=Reactive)
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eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

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eBook – Jackson – NPI EA (cat=Jackson)
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Yes, Spring Security can be complex, from the more advanced functionality within the Core to the deep OAuth support in the framework.

I built the security material as two full courses - Core and OAuth, to get practical with these more complex scenarios. We explore when and how to use each feature and code through it on the backing project.

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Partner – Moderne – NPI EA (cat=Spring Boot)
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Refactor Java code safely — and automatically — with OpenRewrite.

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Distributed systems often come with complex challenges such as service-to-service communication, state management, asynchronous messaging, security, and more.

Dapr (Distributed Application Runtime) provides a set of APIs and building blocks to address these challenges, abstracting away infrastructure so we can focus on business logic.

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eBook – Reactive – NPI(cat= Reactive)
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1. Introduction

RxJava is one of the most popular reactive programming libraries out there.

And Ratpack is a collection of Java libraries for creating lean and powerful web applications built on Netty.

In this tutorial, we’ll discuss the incorporation of RxJava in a Ratpack application to create a nice reactive web app.

2. Maven Dependencies

Now, we first need the ratpack-core and ratpack-rx dependencies:

<dependency>
    <groupId>io.ratpack</groupId>
    <artifactId>ratpack-core</artifactId>
    <version>1.6.0</version>
</dependency>
<dependency>
    <groupId>io.ratpack</groupId>
    <artifactId>ratpack-rx</artifactId>
    <version>1.6.0</version>
</dependency>

Note, by the way, that ratpack-rx imports the rxjava dependency for us.

3. Initial Setup

RxJava supports the integration of 3rd party libraries, using its plugin system. So, we can incorporate different execution strategies into RxJava’s execution model. 

Ratpack plugs into this execution model via RxRatpack, which we initialize at startup:

RxRatpack.initialise();

Now, it’s important to note that the method needs to be called only once per JVM run.

The result is that we’ll be able to map RxJava’s Observables into RxRatpack’s Promise types and vice versa.

4. Observables to Promises

We can convert an Observable in RxJava into a Ratpack Promise.

However, there is a bit of a mismatch. See, a Promise emits a single value, but an Observable can emit a stream of them.

RxRatpack handles this by offering two different methods: promiseSingle() and promise().

So, let’s assume we have a service named MovieService that emits a single promise on getMovie(). We’d use promiseSingle() since we know it will only emit once:

Handler movieHandler = (ctx) -> {
    MovieService movieSvc = ctx.get(MovieService.class);
    Observable<Movie> movieObs = movieSvc.getMovie();
    RxRatpack.promiseSingle(movieObs)
      .then(movie -> ctx.render(Jackson.json(movie)));
};

On the other hand, if getMovies() can return a stream of movie results, we’d use promise():

Handler moviesHandler = (ctx) -> {
    MovieService movieSvc = ctx.get(MovieService.class);
    Observable<Movie> movieObs = movieSvc.getMovies();
    RxRatpack.promise(movieObs)
      .then(movie -> ctx.render(Jackson.json(movie)));
};

Then, we can add these handlers to our Ratpack server like normal:

RatpackServer.start(def -> def.registryOf(rSpec -> rSpec.add(MovieService.class, new MovieServiceImpl()))
  .handlers(chain -> chain
    .get("movie", movieHandler)
    .get("movies", moviesHandler)));

5. Promises to Observables

Conversely, we can map a Promise type in Ratpack back to an RxJava Observable. 

RxRatpack again has two methods: observe() and observeEach().

In this case, we’ll imagine we have a movie service that returns Promises instead of Observables.

With our getMovie(), we’d use observe():

Handler moviePromiseHandler = ctx -> {
    MoviePromiseService promiseSvc = ctx.get(MoviePromiseService.class);
    Promise<Movie> moviePromise = promiseSvc.getMovie();
    RxRatpack.observe(moviePromise)
      .subscribe(movie -> ctx.render(Jackson.json(movie)));
};

And when we get back a list, like with getMovies(), we’d use observeEach():

Handler moviesPromiseHandler = ctx -> {
    MoviePromiseService promiseSvc = ctx.get(MoviePromiseService.class);
    Promise<List<Movie>> moviePromises = promiseSvc.getMovies();
    RxRatpack.observeEach(moviePromises)
        .toList()
        .subscribe(movie -> ctx.render(Jackson.json(movie)));
};

Then, again, we can add the handlers as expected:

RatpackServer.start(def -> def.registryOf(regSpec -> regSpec
  .add(MoviePromiseService.class, new MoviePromiseServiceImpl()))
    .handlers(chain -> chain
      .get("movie", moviePromiseHandler)
      .get("movies", moviesPromiseHandler)));

6. Parallel Processing

RxRatpack supports parallelism with the help of the fork() and forkEach() methods.

And it follows a pattern we’ve already seen with each.

fork() takes a single Observable and parallelizes its execution onto a different compute thread. Then, it automatically binds the data back to the original execution.

On the other hand, forkEach() does the same for each element emitted by an Observable‘s stream of values.

Let’s imagine for a moment that we want to capitalize our movie titles and that such is an expensive operation.

Simply put, we can use forkEach() to off-load the execution of each onto a thread pool:

Observable<Movie> movieObs = movieSvc.getMovies();
Observable<String> upperCasedNames = movieObs.compose(RxRatpack::forkEach)
  .map(movie -> movie.getName().toUpperCase())
  .serialize();

7. Implicit Error Handling

Lastly, implicit error handling is one of the key features in RxJava integration.

By default, RxJava observable sequences will forward any exception to the execution context exception handler. For this reason, error handlers don’t need to be defined in observable sequences.

So, we can configure Ratpack to handle these errors raised by RxJava.

Let’s say, for example, that we wanted each error to be printed in the HTTP response.

Note that the exception we throw via the Observable gets caught and handled by our ServerErrorHandler:

RatpackServer.start(def -> def.registryOf(regSpec -> regSpec
  .add(ServerErrorHandler.class, (ctx, throwable) -> {
        ctx.render("Error caught by handler : " + throwable.getMessage());
    }))
  .handlers(chain -> chain
    .get("error", ctx -> {
        Observable.<String> error(new Exception("Error from observable")).subscribe(s -> {});
    })));

Note that any subscriber-level error handling takes precedence, though. If our Observable wanted to do its own error handling, it could, but since it doesn’t, the exception percolates up to Ratpack.

8. Conclusion

In this article, we talked about how to configure RxJava with Ratpack.

We explored the conversions of Observables in RxJava to Promise types in Ratpack and vice versa. We also looked into the parallelism and implicit error handling features supported by the integration.

The code backing this article is available on GitHub. Once you're logged in as a Baeldung Pro Member, start learning and coding on the project.
Baeldung Pro – NPI EA (cat = Baeldung)
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Baeldung Pro comes with both absolutely No-Ads as well as finally with Dark Mode, for a clean learning experience:

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Once the early-adopter seats are all used, the price will go up and stay at $33/year.

eBook – HTTP Client – NPI EA (cat=HTTP Client-Side)
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The Apache HTTP Client is a very robust library, suitable for both simple and advanced use cases when testing HTTP endpoints. Check out our guide covering basic request and response handling, as well as security, cookies, timeouts, and more:

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eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

>> Join Pro and download the eBook

eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

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Course – LS – NPI EA (cat=REST)

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Partner – Moderne – NPI EA (tag=Refactoring)
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Modern Java teams move fast — but codebases don’t always keep up. Frameworks change, dependencies drift, and tech debt builds until it starts to drag on delivery. OpenRewrite was built to fix that: an open-source refactoring engine that automates repetitive code changes while keeping developer intent intact.

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