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eBook – Mockito – NPI EA (tag = Mockito)
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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.

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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.

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eBook – Reactive – NPI EA (cat=Reactive)
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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:

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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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Do JSON right with Jackson

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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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Get the most out of the Apache HTTP Client

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eBook – Maven – NPI EA (cat = Maven)
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eBook – Persistence – NPI EA (cat=Persistence)
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eBook – RwS – NPI EA (cat=Spring MVC)
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Building a REST API with Spring?

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Course – LS – NPI EA (cat=Jackson)
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Course – RWSB – NPI EA (cat=REST)
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Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

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Course – LSS – NPI EA (cat=Spring Security)
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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.

You can explore the course here:

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Course – LSD – NPI EA (tag=Spring Data JPA)
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Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

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Partner – Moderne – NPI EA (cat=Spring Boot)
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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.

Course – LJB – NPI EA (cat = Core Java)
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Code your way through and build up a solid, practical foundation of Java:

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Partner – LambdaTest – NPI EA (cat= Testing)
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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.

In this tutorial, we'll focus on Dapr's pub/sub API for message brokering. Using its Spring Boot integration, we'll simplify the creation of a loosely coupled, portable, and easily testable pub/sub messaging system:

>> Flexible Pub/Sub Messaging With Spring Boot and Dapr

1. Overview

In this article, we’re going to have a look at how to measure elapsed time in Java. While this may sound easy, there’re a few pitfalls that we must be aware of.

We’ll explore standard Java classes and external packages that provide functionality to measure elapsed time.

2. Simple Measurements

2.1. currentTimeMillis()

When we encounter a requirement to measure elapsed time in Java, we may try to do it like:

long start = System.currentTimeMillis();
// ...
long finish = System.currentTimeMillis();
long timeElapsed = finish - start;

If we look at the code it makes perfect sense. We get a timestamp at the start and we get another timestamp when the code finished. Time elapsed is the difference between these two values.

However, the result may and will be inaccurate as System.currentTimeMillis() measures wall-clock time. Wall-clock time may change for many reasons, e.g. changing the system time can affect the results or a leap second will disrupt the result.

2.2. nanoTime()

Another method in java.lang.System class is nanoTime(). If we look at the Java documentation, we’ll find the following statement:

“This method can only be used to measure elapsed time and is not related to any other notion of system or wall-clock time.”

Let’s use it:

long start = System.nanoTime();
// ...
long finish = System.nanoTime();
long timeElapsed = finish - start;

The code is basically the same as before. The only difference is the method used to get timestamps – nanoTime() instead of currentTimeMillis().

Let’s also note that nanoTime(), obviously, returns time in nanoseconds. Therefore, if the elapsed time is measured in a different time unit we must convert it accordingly.

For example, to convert to milliseconds we must divide the result in nanoseconds by 1.000.000.

Another pitfall with nanoTime() is that even though it provides nanosecond precision, it doesn’t guarantee nanosecond resolution (i.e. how often the value is updated).

However, it does guarantee that the resolution will be at least as good as that of currentTimeMillis().

3. Java 8

If we’re using Java 8 – we can try the new java.time.Instant and java.time.Duration classes. Both are immutable, thread-safe and use their own time-scale, the Java Time-Scale, as do all classes within the new java.time API.

3.1. Java Time-Scale

The traditional way of measuring time is to divide a day into 24 hours of 60 minutes of 60 seconds, which gives 86.400 seconds a day. However, solar days are not always equally long.

UTC time-scale actually allows a day to have 86.399 or 86.401 SI seconds. An SI second is a scientific “Standard International second” and is defined by periods of radiation of the cesium 133 atom). This is required to keep the day aligned with the Sun.

The Java Time-Scale divides each calendar day into exactly 86.400 subdivisions, known as seconds. There are no leap seconds.

3.2. Instant Class

The Instant class represents an instant on the timeline. Basically, it is a numeric timestamp since the standard Java epoch of 1970-01-01T00:00:00Z.

In order to get the current timestamp, we can use the Instant.now() static method. This method allows passing in an optional Clock parameter. If omitted, it uses the system clock in the default time zone.

We can store start and finish times in two variables, as in previous examples. Next, we can calculate time elapsed between both instants.

We can additionally use the Duration class and it’s between() method to obtain the duration between two Instant objects. Finally, we need to convert Duration to milliseconds:

Instant start = Instant.now();
// CODE HERE        
Instant finish = Instant.now();
long timeElapsed = Duration.between(start, finish).toMillis();

4. StopWatch

Moving on to libraries, Apache Commons Lang provides the StopWatch class that can be used to measure elapsed time.

4.1. Maven Dependency

We can get the latest version by updating the pom.xml:

<dependency>
    <groupId>org.apache.commons</groupId>
    <artifactId>commons-lang3</artifactId>
    <version>3.12.0</version>
</dependency>

The latest version of the dependency can be checked here.

4.2. Measuring Elapsed Time With StopWatch

First of all, we need to get an instance of the class and then we can simply measure the elapsed time:

StopWatch watch = new StopWatch();
watch.start();

Once we have a watch running, we can execute the code we want to benchmark and then at the end, we simply call the stop() method. Finally, to get the actual result, we call getTime():

watch.stop();
System.out.println("Time Elapsed: " + watch.getTime()); // Prints: Time Elapsed: 2501

StopWatch has a few additional helper methods that we can use in order to pause or resume our measurement. This may be helpful if we need to make our benchmark more complex.

Finally, let’s note that the class is not thread-safe.

5. Conclusion

There are many ways to measure time in Java. We’ve covered a very “traditional” (and inaccurate) way by using currentTimeMillis(). Additionally, we checked Apache Common’s StopWatch and looked at the new classes available in Java 8.

Overall, for simple and correct measurements of the time elapsed, the nanoTime() method is sufficient. It is also shorter to type than currentTimeMillis().

Let’s note, however, that for proper benchmarking, instead of measuring time manually, we can use a framework like the Java Microbenchmark Harness (JMH). This topic goes beyond the scope of this article but we explored it here.

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.
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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:

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

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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.

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)