Partner – Orkes – NPI EA (cat=Spring)
announcement - icon

Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Partner – Orkes – NPI EA (tag=Microservices)
announcement - icon

Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
announcement - icon

Let's get started with a Microservice Architecture with Spring Cloud:

>> Join Pro and download the eBook

eBook – Mockito – NPI EA (tag = Mockito)
announcement - icon

Mocking is an essential part of unit testing, and the Mockito library makes it easy to write clean and intuitive unit tests for your Java code.

Get started with mocking and improve your application tests using our Mockito guide:

Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
announcement - icon

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 – Reactive – NPI EA (cat=Reactive)
announcement - icon

Spring 5 added support for reactive programming with the Spring WebFlux module, which has been improved upon ever since. Get started with the Reactor project basics and reactive programming in Spring Boot:

>> Join Pro and download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
announcement - icon

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 – Jackson – NPI EA (cat=Jackson)
announcement - icon

Do JSON right with Jackson

Download the E-book

eBook – HTTP Client – NPI EA (cat=Http Client-Side)
announcement - icon

Get the most out of the Apache HTTP Client

Download the E-book

eBook – Maven – NPI EA (cat = Maven)
announcement - icon

Get Started with Apache Maven:

Download the E-book

eBook – Persistence – NPI EA (cat=Persistence)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

eBook – RwS – NPI EA (cat=Spring MVC)
announcement - icon

Building a REST API with Spring?

Download the E-book

Course – LS – NPI EA (cat=Jackson)
announcement - icon

Get started with Spring and Spring Boot, through the Learn Spring course:

>> LEARN SPRING
Course – RWSB – NPI EA (cat=REST)
announcement - icon

Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

>> The New “REST With Spring Boot”

Course – LSS – NPI EA (cat=Spring Security)
announcement - icon

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.

You can explore the course here:

>> Learn Spring Security

Partner – LambdaTest – NPI EA (cat=Testing)
announcement - icon

Browser testing is essential if you have a website or web applications that users interact with. Manual testing can be very helpful to an extent, but given the multiple browsers available, not to mention versions and operating system, testing everything manually becomes time-consuming and repetitive.

To help automate this process, Selenium is a popular choice for developers, as an open-source tool with a large and active community. What's more, we can further scale our automation testing by running on theLambdaTest cloud-based testing platform.

Read more through our step-by-step tutorial on how to set up Selenium tests with Java and run them on LambdaTest:

>> Automated Browser Testing With Selenium

Partner – Orkes – NPI EA (cat=Java)
announcement - icon

Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Course – LSD – NPI EA (tag=Spring Data JPA)
announcement - icon

Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

Get started with Spring Data JPA through the guided reference course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (cat=Spring Boot)
announcement - icon

Refactor Java code safely — and automatically — with OpenRewrite.

Refactoring big codebases by hand is slow, risky, and easy to put off. That’s where OpenRewrite comes in. The open-source framework for large-scale, automated code transformations helps teams modernize safely and consistently.

Each month, the creators and maintainers of OpenRewrite at Moderne run live, hands-on training sessions — one for newcomers and one for experienced users. You’ll see how recipes work, how to apply them across projects, and how to modernize code with confidence.

Join the next session, bring your questions, and learn how to automate the kind of work that usually eats your sprint time.

1. Overview

In this tutorial, we’ll show how to use the Google Guava’s RangeMap interface and its implementations.

A RangeMap is a special kind of mapping from disjoint non-empty ranges to non-null values. Using queries, we may look up the value for any particular range in that map.

The basic implementation of RangeMap is a TreeRangeMap. Internally the map makes use of a TreeMap to store the key as a range and the value as any custom Java object.

2. Google Guava’s RangeMap

Let’s have a look at how to use the RangeMap class.

2.1. Maven Dependency

Let’s start by adding Google’s Guava library dependency in the pom.xml:

<dependency>
    <groupId>com.google.guava</groupId>
    <artifactId>guava</artifactId>
    <version>32.1.3-jre</version>
</dependency>

The latest version of the dependency can be checked here.

3. Creating

Some of the ways in which we may create an instance of RangeMap are:

  • Use the create method from the TreeRangeMap class to create a mutable map:
RangeMap<Integer, String> experienceRangeDesignationMap
  = TreeRangeMap.create();
  • If we intend to create an immutable range map, use the ImmutableRangeMap class (which follows a builder pattern):
RangeMap<Integer, String> experienceRangeDesignationMap
  = new ImmutableRangeMap.<Integer, String>builder()
  .put(Range.closed(0, 2), "Associate")
  .build();

4. Using

Let’s start with a simple example showing the usage of RangeMap.

4.1. Retrieval Based on Input Within a Range

We can get a value associated with a value within a range of integers:

@Test
public void givenRangeMap_whenQueryWithinRange_returnsSucessfully() {
    RangeMap<Integer, String> experienceRangeDesignationMap 
     = TreeRangeMap.create();

    experienceRangeDesignationMap.put(
      Range.closed(0, 2), "Associate");
    experienceRangeDesignationMap.put(
      Range.closed(3, 5), "Senior Associate");
    experienceRangeDesignationMap.put(
      Range.closed(6, 8),  "Vice President");
    experienceRangeDesignationMap.put(
      Range.closed(9, 15), "Executive Director");

    assertEquals("Vice President", 
      experienceRangeDesignationMap.get(6));
    assertEquals("Executive Director", 
      experienceRangeDesignationMap.get(15));
}

Note:

  • The closed method of the Range class assumes the range of integer values to be between 0 to 2 (both inclusive)
  • The Range in the above example consists of integers. We may use a range of any type, as long as it implements the Comparable interface such as String, Character, floating point decimals etc.
  • RangeMap returns Null when we try to get the value for a range that is not present in map
  • In a case of an ImmutableRangeMap, a range of one key cannot overlap with a range of a key that needs to be inserted. If that happens, we get an IllegalArgumentException
  • Both keys and values in the RangeMap cannot be null. If either one of them is null, we get a NullPointerException

4.2. Removing a Value Based on a Range

Let’s see how we can remove values. In this example, we show how to remove a value associated with an entire range. We also show how to remove a value based on a partial key range:

@Test
public void givenRangeMap_whenRemoveRangeIsCalled_removesSucessfully() {
    RangeMap<Integer, String> experienceRangeDesignationMap 
      = TreeRangeMap.create();

    experienceRangeDesignationMap.put(
      Range.closed(0, 2), "Associate");
    experienceRangeDesignationMap.put(
      Range.closed(3, 5), "Senior Associate");
    experienceRangeDesignationMap.put(
      Range.closed(6, 8), "Vice President");
    experienceRangeDesignationMap.put(
      Range.closed(9, 15), "Executive Director");
 
    experienceRangeDesignationMap.remove(Range.closed(9, 15));
    experienceRangeDesignationMap.remove(Range.closed(1, 4));
  
    assertNull(experienceRangeDesignationMap.get(9));
    assertEquals("Associate", 
      experienceRangeDesignationMap.get(0));
    assertEquals("Senior Associate", 
      experienceRangeDesignationMap.get(5));
    assertNull(experienceRangeDesignationMap.get(1));
}

As can be seen, even after partially removing values from a range, we still can get the values if the range is still valid.

4.3. Span of Key Range

In case we would like to know what the overall span of a RangeMap is, we may use the span method:

@Test
public void givenRangeMap_whenSpanIsCalled_returnsSucessfully() {
    RangeMap<Integer, String> experienceRangeDesignationMap = TreeRangeMap.create();
    experienceRangeDesignationMap.put(Range.closed(0, 2), "Associate");
    experienceRangeDesignationMap.put(Range.closed(3, 5), "Senior Associate");
    experienceRangeDesignationMap.put(Range.closed(6, 8), "Vice President");
    experienceRangeDesignationMap.put(Range.closed(9, 15), "Executive Director");
    experienceRangeDesignationMap.put(Range.closed(16, 30), "Managing Director");
    Range<Integer> experienceSpan = experienceRangeDesignationMap.span();

    assertEquals(0, experienceSpan.lowerEndpoint().intValue());
    assertEquals(30, experienceSpan.upperEndpoint().intValue());
}

4.4. Getting a SubRangeMap

When we want to select a part from a RangeMap, we may use the subRangeMap method:

@Test
public void givenRangeMap_whenSubRangeMapIsCalled_returnsSubRangeSuccessfully() {
    RangeMap<Integer, String> experienceRangeDesignationMap = TreeRangeMap.create();

    experienceRangeDesignationMap
      .put(Range.closed(0, 2), "Associate");
    experienceRangeDesignationMap
      .put(Range.closed(3, 5), "Senior Associate");
    experienceRangeDesignationMap
      .put(Range.closed(6, 8), "Vice President");
    experienceRangeDesignationMap
      .put(Range.closed(8, 15), "Executive Director");
    experienceRangeDesignationMap
      .put(Range.closed(16, 30), "Managing Director");
    RangeMap<Integer, String> experiencedSubRangeDesignationMap
      = experienceRangeDesignationMap.subRangeMap(Range.closed(4, 14));

    assertNull(experiencedSubRangeDesignationMap.get(3));
    assertTrue(experiencedSubRangeDesignationMap.asMapOfRanges().values()
      .containsAll(Arrays.asList("Executive Director", "Vice President", "Executive Director")));
}

This method returns the intersection of theĀ RangeMap with the givenĀ Range parameter.

4.5. Getting an Entry

Finally, if we are looking for an Entry from a RangeMap, we use the getEntry method:

@Test
public void givenRangeMap_whenGetEntryIsCalled_returnsEntrySucessfully() {
    RangeMap<Integer, String> experienceRangeDesignationMap 
      = TreeRangeMap.create();

    experienceRangeDesignationMap.put(
      Range.closed(0, 2), "Associate");
    experienceRangeDesignationMap.put(
      Range.closed(3, 5), "Senior Associate");
    experienceRangeDesignationMap.put(
      Range.closed(6, 8), "Vice President");
    experienceRangeDesignationMap.put(
      Range.closed(9, 15), "Executive Director");
    Map.Entry<Range<Integer>, String> experienceEntry 
      = experienceRangeDesignationMap.getEntry(10);
       
    assertEquals(Range.closed(9, 15), experienceEntry.getKey());
    assertEquals("Executive Director", experienceEntry.getValue());
}

5. Conclusion

In this tutorial, we illustrated examples of using the RangeMap in the Guava library. It is predominantly used to get a value based on the key specified as a from the map.

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)
announcement - icon

Baeldung Pro comes with both absolutely No-Ads as well as finally with Dark Mode, for a clean learning experience:

>> Explore a clean Baeldung

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

Partner – Orkes – NPI EA (cat = Spring)
announcement - icon

Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Partner – Orkes – NPI EA (tag = Microservices)
announcement - icon

Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

eBook – HTTP Client – NPI EA (cat=HTTP Client-Side)
announcement - icon

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:

>> Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
announcement - icon

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)
announcement - icon

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)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

Course – LS – NPI EA (cat=REST)

announcement - icon

Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
announcement - icon

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.

The monthly training series, led by the creators and maintainers of OpenRewrite at Moderne, walks through real-world migrations and modernization patterns. Whether you’re new to recipes or ready to write your own, you’ll learn practical ways to refactor safely and at scale.

If you’ve ever wished refactoring felt as natural — and as fast — as writing code, this is a good place to start.

eBook Jackson – NPI EA – 3 (cat = Jackson)