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

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.

Course – LJB – NPI EA (cat = Core Java)
announcement - icon

Code your way through and build up a solid, practical foundation of Java:

>> Learn Java Basics

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

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 tutorial, we’ll look at how to deal with nested HashMaps in Java. We’ll also see how to create and compare them. Finally, we’ll also see how to remove and add records to the inner maps.

2. Use Cases

Nested HashMap is very helpful in storing JSON or JSON-like structures where objects are embedded inside one another. For example, a structure or JSON similar to:

{
    "type": "donut",
    "batters":
    {
        “batter”:
        [
            { "id": "1001", "type": "Regular" },
            { "id": "1002", "type": "Chocolate" },
            { "id": "1003", "type": "Blueberry" },
            { "id": "1004", "type": "Devil's Food" }
        ]
    }
} 

is a perfect candidate for a nested HashMap. In general, whenever we need to embed one object in another object, we can use them.

3. Create a HashMap

There are multiple ways to create a HashMap, such as manually constructing the maps or using Streams and grouping functions. The Map structure can be both with primitive types as well as Objects.

3.1. Using the put() Method

We can build a nested HashMap by manually creating the inner maps and then inserting them into the outer Map using the put method:

public Map<Integer, String> buildInnerMap(List<String> batterList) {
     Map<Integer, String> innerBatterMap = new HashMap<Integer, String>();
     int index = 1;
     for (String item : batterList) {
         innerBatterMap.put(index, item);
         index++;
     }
     return innerBatterMap;
}

We can test it with:

assertThat(mUtil.buildInnerMap(batterList), is(notNullValue()));
Assert.assertEquals(actualBakedGoodsMap.keySet().size(), 2);
Assert.assertThat(actualBakedGoodsMap, IsMapContaining.hasValue(equalTo(mUtil.buildInnerMap(batterList))));

3.2. Using Streams

If we have a List that we want to convert to a Map, we can create a stream and then convert it to a Map using the Collectors.toMap method. Here, we have two examples: one has an inner Map of Strings, and the other is a Map with Integer and Object values.

In the first example, the Employee has the Address object nested inside it. We’re then building a nested HashMap:

Map<Integer, Map<String, String>> employeeAddressMap = listEmployee.stream()
  .collect(Collectors.groupingBy(e -> e.getAddress().getAddressId(),
    Collectors.toMap(f -> f.getAddress().getAddressLocation(), Employee::getEmployeeName)));
return employeeAddressMap;

In the second example, we are building an object of type <Employee id <Address id, Address object>>:

Map<Integer, Map<Integer, Address>> employeeMap = new HashMap<>();
employeeMap = listEmployee.stream().collect(Collectors.groupingBy((Employee emp) -> emp.getEmployeeId(),
  Collectors.toMap((Employee emp) -> emp.getAddress().getAddressId(), fEmpObj -> fEmpObj.getAddress())));
return employeeMap;

4. Iterating Through a Nested HashMap

Iterating through a nested Hashmap is no different from iterating through a regular or unnested HashMap. The only difference between a nested and regular Map is that the values of a nested HashMap are Map type:

for (Map.Entry<String, Map<Integer, String>> outerBakedGoodsMapEntrySet : outerBakedGoodsMap.entrySet()) {
    Map<Integer, String> valueMap = outerBakedGoodsMapEntrySet.getValue();
    System.out.println(valueMap.entrySet());
}

for (Map.Entry<Integer, Map<String, String>> employeeEntrySet : employeeAddressMap.entrySet()) {
    Map<String, String> valueMap = employeeEntrySet.getValue();
    System.out.println(valueMap.entrySet());
}

5. Comparing Nested HashMaps

There are many ways to compare HashMaps in Java. We can compare them using the equals() method. The default implementation compares each value.

If we change the inner Map’s contents, the equality check fails. If the inner objects are all new instances every time in the case of user-defined objects, the equality check will also fail. Similarly, if we change the outer Map‘s contents, the equality check will fail as well:

assertNotEquals(outerBakedGoodsMap2, actualBakedGoodsMap);

outerBakedGoodsMap3.put("Donut", mUtil.buildInnerMap(batterList));
assertNotEquals(outerBakedGoodsMap2, actualBakedGoodsMap);

Map<Integer, Map<String, String>> employeeAddressMap1 = mUtil.createNestedMapfromStream(listEmployee);
assertNotEquals(employeeAddressMap1, actualEmployeeAddressMap);

For the Map with user-defined objects as values, we need to customize the equality method using one of the methods mentioned in the comparing HashMaps article. Otherwise, the checks will fail:

//Comparing a Map<Integer, Map<String, String>> and Map<Integer, Map<Integer, Address>> map
assertNotSame(employeeMap1, actualEmployeeMap);
assertNotEquals(employeeMap1, actualEmployeeMap);
Map<Integer, Map<Integer, Address>> expectedMap = setupAddressObjectMap();
assertNotSame(expectedMap, actualEmployeeMap);
assertNotEquals(expectedMap, actualEmployeeMap);

If both the maps are the same, then the equality check succeeds. For a user-defined map, if all identical objects are moved into another map, the equality check succeeds:

Map<String, Map<Integer, String>> outerBakedGoodsMap4 = new HashMap<>();
outerBakedGoodsMap4.putAll(actualBakedGoodsMap);
assertEquals(actualBakedGoodsMap, outerBakedGoodsMap4);
Map<Integer, Map<Integer, Address>> employeeMap1 = new HashMap<>();
employeeMap1.putAll(actualEmployeeMap);
assertEquals(actualEmployeeMap, employeeMap1);

6. Adding Elements to Nested HashMaps

To add an element to the inner Map of the nested HashMap, we first have to retrieve it. We can retrieve the inner object using the get() method. Then we can use the put() method on the inner Map object and insert the new values:

assertEquals(actualBakedGoodsMap.get("Cake").size(), 5);
actualBakedGoodsMap.get("Cake").put(6, "Cranberry");
assertEquals(actualBakedGoodsMap.get("Cake").size(), 6);

If we have to add an entry to the outer Map, we need to supply the correct entries for the inner Maps as well:

outerBakedGoodsMap.put("Eclair", new HashMap<Integer, String>() {
    {
        put(1, "Dark Chocolate");
    }
});

7. Deleting Records from Nested HashMaps

To delete the record from the inner Map, first, we need to retrieve it and then use the remove() method to delete it. If there is only one value in the inner Map, then a null object is left as the value:

assertNotEquals(actualBakedGoodsMap.get("Cake").get(5), null);
actualBakedGoodsMap.get("Cake").remove(5);
assertEquals(actualBakedGoodsMap.get("Cake").get(5), null);
assertNotEquals(actualBakedGoodsMap.get("Eclair").get(1), null);
actualBakedGoodsMap.get("Eclair").remove(1);
assertEquals(actualBakedGoodsMap.get("Eclair").get(1), null);
actualBakedGoodsMap.put("Eclair", new HashMap<Integer, String>() {
    {
        put(1, "Dark Chocolate");
    }
});

If we remove a record from the outer Map, Java deletes both, the inner and outer Map records, which is evident since the inner Map is the “value” of the outer Map:

assertNotEquals(actualBakedGoodsMap.get("Eclair"), null);
actualBakedGoodsMap.remove("Eclair");
assertEquals(actualBakedGoodsMap.get("Eclair"), null);

8. Flatten a Nested HashMap

One alternative to a nested HashMap is to use combined keys. A combined key usually concatenates the two keys from the nested structure with a dot in between. For example, the combined key would be Donut.1, Donut.2, and so on. We can “flatten,” i.e., convert from nested Map structure to a single Map structure:

var flattenedBakedGoodsMap = mUtil.flattenMap(actualBakedGoodsMap);
assertThat(flattenedBakedGoodsMap, IsMapContaining.hasKey("Donut.2"));
var flattenedEmployeeAddressMap = mUtil.flattenMap(actualEmployeeAddressMap);
assertThat(flattenedEmployeeAddressMap, IsMapContaining.hasKey("200.Bag End"));

The combined keys approach overcomes the extra memory storage disadvantages that come with nested HashMaps. However, the combined keys approach is not very good at scaling.

9. Conclusion

In this article, we saw how to create, compare, update and flatten a nested HashMap.

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.

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)