Partner – Orkes – NPI EA (cat=Spring)
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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.

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Partner – Orkes – NPI EA (tag=Microservices)
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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.

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eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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Let's get started with a Microservice Architecture with 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.

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

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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:

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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:

>> Learn Spring Security

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

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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.

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

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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.

eBook – Guide Spring Cloud – NPI (cat=Cloud/Spring Cloud)
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1. Introduction

AWS Lambda is a serverless computing service provided by Amazon Web Services and WS DynamoDB is a NoSQL database service also provided by Amazon.

Interestingly, DynamoDB supports both document store and key-value store and is fully managed by AWS.

Before we start, note that this tutorial requires a valid AWS account (you can create one here). Also, it’s a good idea to first read the AWS Lambda with Java article.

2. Maven Dependencies

To enable lambda we need the following dependency which can be found on Maven Central:

<dependency>
    <groupId>com.amazonaws</groupId>
    <artifactId>aws-lambda-java-core</artifactId>
    <version>1.2.1</version>
</dependency>

To use different AWS resources we need the following dependency which also can also be found on Maven Central:

<dependency>
    <groupId>com.amazonaws</groupId>
    <artifactId>aws-lambda-java-events</artifactId>
    <version>3.11.0</version>
</dependency>

And to build the application, we’re going to use the Maven Shade Plugin:

<plugin>
    <groupId>org.apache.maven.plugins</groupId>
    <artifactId>maven-shade-plugin</artifactId>
    <version>3.0.0</version>
    <configuration>
        <createDependencyReducedPom>false</createDependencyReducedPom>
    </configuration>
    <executions>
        <execution>
            <phase>package</phase>
            <goals>
                <goal>shade</goal>
            </goals>
        </execution>
    </executions>
</plugin>

3. Lambda Code

There are different ways of creating handlers in a lambda application:

  • MethodHandler
  • RequestHandler
  • RequestStreamHandler

We will use RequestHandler interface in our application. We’ll accept the PersonRequest in JSON format, and the response will be PersonResponse also in JSON format:

public class PersonRequest {
    private int id;
    private String firstName;
    private String lastName;
    private int age;
    private String address;

    // standard getters and setters
}
public class PersonResponse {
    private String message;
    
    // standard getters and setters
}

Next is our entry point class which will implement RequestHandler interface as:

public class SavePersonHandler implements RequestHandler<PersonRequest, PersonResponse> {

    private AmazonDynamoDB amazonDynamoDB;

    private String DYNAMODB_TABLE_NAME = "Person";
    private Regions REGION = Regions.US_WEST_2;

    public PersonResponse handleRequest(PersonRequest personRequest, Context context) {
        this.initDynamoDbClient();

        persistData(personRequest);

        PersonResponse personResponse = new PersonResponse();
        personResponse.setMessage("Saved Successfully!!!");
        return personResponse;
    }

    private void persistData(PersonRequest personRequest) throws ConditionalCheckFailedException {

        Map<String, AttributeValue> attributesMap = new HashMap<>();

        attributesMap.put("id", new AttributeValue(String.valueOf(personRequest.getId())));
        attributesMap.put("firstName", new AttributeValue(personRequest.getFirstName()));
        attributesMap.put("lastName", new AttributeValue(personRequest.getLastName()));
        attributesMap.put("age", new AttributeValue(String.valueOf(personRequest.getAge())));
        attributesMap.put("address", new AttributeValue(personRequest.getAddress()));

        amazonDynamoDB.putItem(DYNAMODB_TABLE_NAME, attributesMap);
    }

    private void initDynamoDbClient() {
        this.amazonDynamoDB = AmazonDynamoDBClientBuilder.standard()
            .withRegion(REGION)
            .build();
    }
}

Here when we implement the RequestHandler interface, we need to implement handleRequest() for the actual processing of the request. As for the rest of the code, we have:

  • PersonRequest object – which will contain the request values passed in JSON format
  • Context object – used to get information from the lambda execution environment
  • PersonResponse – which is the response object for the lambda request

When creating an AmazonDynamoDB object, we’ll first create a new instance of builder with all defaults set. Note that the region is mandatory.

To add items in the DynamoDB table, we’ll create a Map of key-value pairs that represent the item’s attributes and then we can use putItem(String, Map<String, AttributeValue>).

We don’t need any predefined schema in the DynamoDB table, we just need to define the Primary Key column name, which is “id” in our case.

4. Building the Deployment File

To build the lambda application, we need to execute the following Maven command:

mvn clean package shade:shade

The Lambda application will be compiled and packaged into a jar file under the target folder.

5. Creating the DynamoDB Table

Follow these steps to create the DynamoDB table:

  • Login to AWS Account
  • Click “DynamoDB” which can be located under “All Services”
  • This page will show DynamoDB Dashboard
  • Click the “Tables” link
  • This page will show already created DynamoDB tables (if any)
  • Click the “Create table” button
  • Provide “Table name” as “Person” and “Partition key” as “id” with its datatype as “Number”
  • Click on the “Create table” button
  • The table will be created

6. Creating the Lambda Function

Follow these steps to create the Lambda function:

  • Login to AWS Account
  • Click “Lambda” which can be located under “All Services”
  • This page will show already created Lambda Functions (if any)
  • Click the “Create function” button
  • Select the “Author from scratch” option
  • Provide “Function name” as “SavePerson” and “Runtime” as “Java 8 on Amazon Linux 2” and “Architecture” as “x86_64”
  • In “Execution role” select “Use an existing role”. Select the IAM role created for lambda execution. Ensure the role has DynamoDB grants in it.
  • Click on “Create function”
  • This page will show the newly created “SavePerson” function
  • Under the “Code” tab
    • In the “Code source” section click on the “Upload from” button
    • From the dropdown select “.zip or .jar file” and upload the jar file of the lambda application
    • In the “Runtime settings” section click on the “Edit” button
    • This page will show the Runtime settings. Here change the “Handler” to “com.baeldung.lambda.dynamodb.SavePersonHandler” and click on “Save”
  • The message “Successfully updated the function SavePerson.” will appear

7. Testing the Lambda Function

The next step is to test the lambda function:

  • Click the “Test” tab
  • Provide “Event name” as “TestEvent”
  • In the “Event JSON” window provide the below JSON input :
{
  "id": 1,
  "firstName": "John",
  "lastName": "Doe",
  "age": 30,
  "address": "United States"
}
  • Click the “Test button
  • The below output will be displayed on the screen:
{
  "message": "Saved Successfully!!!"
}
  • We also need to check in DynamoDB that the record is persisted:
    • Go to “DynamoDB” Management Console
    • Click on “Tables”
    • Select the table “Person”
    • Click on the “Explore table items” tab
    • Under “Items returned” you can see the person’s details which were being passed in request to the lambda application
  • So the request is successfully processed by our lambda application

8. Conclusion

In this quick article, we have learned how to create a Lambda application with DynamoDB and Java 8. The detailed instructions should give you a head start in setting everything up.

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.

Partner – Orkes – NPI EA (cat = Spring)
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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)
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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)
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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.

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eBook – eBook Guide Spring Cloud – NPI (cat=Cloud/Spring Cloud)