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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Get Started with Apache Maven:

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

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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.

Partner – LambdaTest – NPI EA (cat=Testing)
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Regression testing is an important step in the release process, to ensure that new code doesn't break the existing functionality. As the codebase evolves, we want to run these tests frequently to help catch any issues early on.

The best way to ensure these tests run frequently on an automated basis is, of course, to include them in the CI/CD pipeline. This way, the regression tests will execute automatically whenever we commit code to the repository.

In this tutorial, we'll see how to create regression tests using Selenium, and then include them in our pipeline using GitHub Actions:, to be run on the LambdaTest cloud grid:

>> How to Run Selenium Regression Tests With GitHub Actions

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. Introduction

In this short tutorial, we’ll explore a couple of ways to rollback a migration with Flyway.

2. Simulate Rollback with a Migration

In this section, we’ll rollback our database using a standard migration file.

In our examples, we’ll use the command-line version of Flyway. However, the core principles are equally applicable to the other formats, such as the core API, Maven plugin, etc.

2.1. Create Migration

First, let’s add a new book table to our database. In order to do this, we’ll create a migration file called V1_0__create_book_table.sql:

create table book (
  id numeric,
  title varchar(128),
  author varchar(256),
  constraint pk_book primary key (id)
);

Secondly, let’s apply the migration:

./flyway migrate

2.2. Simulate Rollback

Then, at some point, say we need to reverse the last migration.

In order to restore the database to before the book table was created, let’s create migration called V2_0__drop_table_book.sql:

drop table book;

Next, let’s apply the migration:

./flyway migrate

Finally, we can check the history of all the migrations using:

./flyway info

which gives us the following output:

+-----------+---------+-------------------+------+---------------------+---------+
| Category  | Version | Description       | Type | Installed On        | State   |
+-----------+---------+-------------------+------+---------------------+---------+
| Versioned | 1.0     | create book table | SQL  | 2020-08-29 16:07:43 | Success |
| Versioned | 2.0     | drop table book   | SQL  | 2020-08-29 16:08:15 | Success |
+-----------+---------+-------------------+------+---------------------+---------+

Notice that our second migration ran successfully.

As far as Flyway is concerned, the second migration file is just another standard migration. The actual restoring of the database to the previous version is done entirely through SQL. For example, in our case, the SQL of dropping the table is the opposite of the first migration, which creates the table.

Using this method, the audit trail doesn’t show us that the second migration is related to the first, as they have different version numbers. In order to get such an audit trail, we need to use Flyway Undo.

3. Using Flyway Undo

Firstly, it’s important to note that Flyway Undo is a commercial feature of Flyway and isn’t available in the Community Edition. Therefore, we’ll need either the Pro Edition or Enterprise Edition in order to use this feature.

3.1. Create Migration Files

First, let’s create a migration file called V1_0__create_book_table.sql:

create table book (
  id numeric,
  title varchar(128),
  author varchar(256),
  constraint pk_book primary key (id)
);

Secondly, let’s create the corresponding undo migration file U1_0__create_book_table.sql:

drop table book;

In our undo migration, notice how the filename-prefix is ‘U’ compared with the normal migration prefix of ‘V’. Also, in our undo migration files, we write the SQL that reverses the changes of the corresponding migration file. In our case, we’re dropping the table that’s created by the normal migration.

3.2. Apply Migrations

Next, let’s check the current state of the migrations:

./flyway -pro info

This gives us the following output:

+-----------+---------+-------------------+------+--------------+---------+----------+
| Category  | Version | Description       | Type | Installed On | State   | Undoable |
+-----------+---------+-------------------+------+--------------+---------+----------+
| Versioned | 1.0     | create book table | SQL  |              | Pending | Yes      |
+-----------+---------+-------------------+------+--------------+---------+----------+

Notice the last column, Undoable, which indicates Flyway has detected an undo migration file that accompanies our normal migration file.

Next, let’s apply our migrations:

./flyway migrate

When it completes, our migrations are complete, and our schema has a new book table:

                List of relations
 Schema |         Name          | Type  |  Owner   
--------+-----------------------+-------+----------
 public | book                  | table | baeldung
 public | flyway_schema_history | table | baeldung
(2 rows)

3.3. Rollback the Last Migration

Finally, let’s undo the last migration using the command line:

./flyway -pro undo

After the command has run successfully, we can check the status of the migrations again:

./flyway -pro info

which gives us the following output:

+-----------+---------+-------------------+----------+---------------------+---------+----------+
| Category  | Version | Description       | Type     | Installed On        | State   | Undoable |
+-----------+---------+-------------------+----------+---------------------+---------+----------+
| Versioned | 1.0     | create book table | SQL      | 2020-08-22 15:48:00 | Undone  |          |
| Undo      | 1.0     | create book table | UNDO_SQL | 2020-08-22 15:49:47 | Success |          |
| Versioned | 1.0     | create book table | SQL      |                     | Pending | Yes      |
+-----------+---------+-------------------+----------+---------------------+---------+----------+

Notice how the undo has been successful, and the first migration is back to pending. Also, in contrast to the first method, the audit trail clearly shows the migrations that were rolled back.

Although Flyway Undo can be useful, it assumes that the whole migration has succeeded. For example, it may not work as expected if a migration fails partway through.

4. Conclusion

In this short tutorial, we looked at restoring our database using a standard migration. We also looked at the official way of rolling back migrations using Flyway Undo.

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:

>> Explore a clean Baeldung

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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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)