eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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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.

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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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1. Overview

Java Transaction API, more commonly known as JTA, is an API for managing transactions in Java. It allows us to start, commit and rollback transactions in a resource-agnostic way.

The true power of JTA lies in its ability to manage multiple resources (i.e. databases, messaging services) in a single transaction.

In this tutorial, we’ll get to know JTA at the conceptual level and see how business code commonly interacts with JTA.

2. Universal API and Distributed Transaction

JTA provides an abstraction over transaction control (begin, commit and rollback) to business code.

In the absence of this abstraction, we’d have to deal with the individual APIs of each resource type.

For example, we need to deal with JDBC resource like this. Likewise, a JMS resource may have a similar but incompatible model.

With JTA, we can manage multiple resources of different types in a consistent and coordinated manner.

As an API, JTA defines interfaces and semantics to be implemented by transaction managers. Implementations are provided by libraries such as Narayana and Atomikos.

3. Sample Project Setup

The sample application is a very simple back-end service of a banking application. We have two services, the BankAccountService and AuditService using two different databases These independent databases need to be coordinated upon transaction begin, commit or rollback.

To begin with, our sample project uses Spring Boot to simplify configuration:

<parent>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-parent</artifactId>
    <version>2.6.6</version>
</parent>

<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-jta-atomikos</artifactId>
</dependency>

Finally, before each test method we initialize AUDIT_LOG with empty data and database ACCOUNT with 2 rows:

+-----------+----------------+
| ID        |  BALANCE       |
+-----------+----------------+
| a0000001  |  1000          |  
| a0000002  |  2000          |
+-----------+----------------+

4. Declarative Transaction Demarcation

The first way of working with transactions in JTA is with the use of the @Transactional annotation. For a more elaborate explanation and configuration see this article.

Let’s annotate the facade service method executeTranser() with @Transactional. This instructs the transaction manager to begin a transaction:

@Transactional
public void executeTransfer(String fromAccountId, String toAccountId, BigDecimal amount) {
    bankAccountService.transfer(fromAccountId, toAccountId, amount);
    auditService.log(fromAccountId, toAccountId, amount);
    ...
}

Here the method executeTranser() calls 2 different services, AccountService and AuditService. These services use 2 different databases.

When executeTransfer() returns, the transaction manager recognizes that it is the end of the transaction and will commit to both databases:

tellerService.executeTransfer("a0000001", "a0000002", BigDecimal.valueOf(500));
assertThat(accountService.balanceOf("a0000001"))
  .isEqualByComparingTo(BigDecimal.valueOf(500));        
assertThat(accountService.balanceOf("a0000002"))
  .isEqualByComparingTo(BigDecimal.valueOf(2500));

TransferLog lastTransferLog = auditService
  .lastTransferLog();
assertThat(lastTransferLog)
  .isNotNull();        
assertThat(lastTransferLog.getFromAccountId())
  .isEqualTo("a0000001");
assertThat(lastTransferLog.getToAccountId())
  .isEqualTo("a0000002"); 
assertThat(lastTransferLog.getAmount())
  .isEqualByComparingTo(BigDecimal.valueOf(500));

4.1. Rolling Back in Declarative Demarcation

At the end of the method, executeTransfer() checks the account balance  and throws RuntimeException if the source fund is insufficient:

@Transactional
public void executeTransfer(String fromAccountId, String toAccountId, BigDecimal amount) {
    bankAccountService.transfer(fromAccountId, toAccountId, amount);
    auditService.log(fromAccountId, toAccountId, amount);
    BigDecimal balance = bankAccountService.balanceOf(fromAccountId);
    if(balance.compareTo(BigDecimal.ZERO) < 0) {
        throw new RuntimeException("Insufficient fund.");
    }
}

An unhandled RuntimeException past the first @Transactional will rollback the transaction to both databases. In effect, executing a transfer with an amount bigger than the balance will cause a rollback:

assertThatThrownBy(() -> {
    tellerService.executeTransfer("a0000002", "a0000001", BigDecimal.valueOf(10000));
}).hasMessage("Insufficient fund.");

assertThat(accountService.balanceOf("a0000001")).isEqualByComparingTo(BigDecimal.valueOf(1000));
assertThat(accountService.balanceOf("a0000002")).isEqualByComparingTo(BigDecimal.valueOf(2000));
assertThat(auditServie.lastTransferLog()).isNull();

5. Programmatic Transaction Demarcation

Another way to control JTA transaction is programmatically via UserTransaction.

Now let’s modify executeTransfer() to handle transaction manually:

userTransaction.begin();
 
bankAccountService.transfer(fromAccountId, toAccountId, amount);
auditService.log(fromAccountId, toAccountId, amount);
BigDecimal balance = bankAccountService.balanceOf(fromAccountId);
if(balance.compareTo(BigDecimal.ZERO) < 0) {
    userTransaction.rollback();
    throw new RuntimeException("Insufficient fund.");
} else {
    userTransaction.commit();
}

In our example, the begin() method starts a new transaction. If the balance validation fails, we call rollback() which will rollback over both databases. Otherwise, the call to commit() commits the changes to both databases.

It’s important to note that both commit() and rollback() end the current transaction.

Ultimately, using programmatic demarcation gives us the flexibility of fine-grained transaction control.

6. Conclusion

In this article, we discussed the problem JTA tries to resolve. The code examples illustrate controlling transaction with annotations and programmatically, involving 2 transactional resources that need to be coordinated in a single transaction.

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:

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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)