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.

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

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.

1. Overview

In this quick tutorial, we’ll discuss the concept of lossy conversion in Java and the reason behind it.

At the same time, we’ll explore some handy conversion techniques to avoid this error.

2. Lossy Conversion

Lossy conversion is simply the loss of information while handling data.

In Java, it corresponds to the possibility of losing the value or precision of a variable while converting one type to another.

When we try to assign a variable of large-sized type to a smaller sized type, Java will generate an error, incompatible types: possible lossy conversion, while compiling the code.

For example, let’s try to assign a long to an int:

long longNum = 10;
int intNum = longNum;

Java will emit an error while compiling this code:

incompatible types: possible lossy conversion from long to int

Here, Java will find long and int incompatible and result in lossy conversion error. Because there can be long values outside the int range -2,147,483,648 to 2,147,483,647.

Similarly, let’s try to assign a float to a long:

float floatNum = 10.12f;
long longNum = floatNum;
incompatible types: possible lossy conversion from float to long

As float can have decimal values that don’t have corresponding long value. Therefore, we’ll receive the same error.

Similarly, assigning a double number to an int will cause the same error:

double doubleNum = 1.2;
int intNum = doubleNum;
incompatible types: possible lossy conversion from double to int

The double values can be too large or too small for an int and decimal values will get lost in the conversion. Hence, it is a potential lossy conversion.

Also, we can run into this error while performing a simple calculation:

int fahrenheit = 100;
int celcius = (fahrenheit - 32) * 5.0 / 9.0;

When a double multiply with an int, we get the result in a double. Consequently, it is also a potential lossy conversion.

Therefore, the incompatible types in lossy conversion can either have different sizes or types (integers or decimals).

3. Primitive Data Types

In Java, there are many primitive data types available with their corresponding wrapper classes.

Next, let’s compile a handy list of all possible lossy conversions in Java:

  • short to byte or char
  • char to byte or short
  • int to byte, short or char
  • long to byte, short, char or int
  • float to byte, short, char, int or long
  • double to byte, short, char, int, long or float

Note that though short and char have the same size. Still, the conversion from short to char is lossy because char is an unsigned data type.

4. Conversion Techniques

4.1. Converting Between Primitive Types

The easy way of converting primitives to avoid lossy conversion is through downcasting; in other words, casting the larger-sized type to a smaller-sized type. Hence, it is also called narrowing primitive conversion.

For instance, let’s convert a long number to a short using downcasting:

long longNum = 24;
short shortNum = (short) longNum;
assertEquals(24, shortNum);

Similarly, let’s convert a double to an int:

double doubleNum = 15.6;
int integerNum = (int) doubleNum;
assertEquals(15, integerNum);

However, we should note that converting large-sized type with values too large or too small to smaller-sized type through downcasting can result in unexpected values.

Let’s convert long values outside the range of short:

long largeLongNum = 32768; 
short minShortNum = (short) largeLongNum;
assertEquals(-32768, minShortNum);

long smallLongNum = -32769;
short maxShortNum = (short) smallLongNum;
assertEquals(32767, maxShortNum);

If we carefully analyze the conversion, we’ll see that these are not the expected values.

In other words, when Java hits the highest value of a small-sized type while converting from large-sized type, the next number is the lowest value of the small-sized type and vice-versa.

Let’s understand this through examples. When largeLongNum with the value of 32768 is converted to short, the value of shortNum1 is -32768. Because the max value of short is 32767, therefore, Java goes for the next min value of the short.

Similarly, when smallLongNum is converted to short. The value of shortNum2 is 32767 as Java goes for the next max value of the short.

Also, let’s see what happens when we convert the max and min values of a long to an int:

long maxLong = Long.MAX_VALUE; 
int minInt = (int) maxLong;
assertEquals(-1, minInt);

long minLong = Long.MIN_VALUE;
int maxInt = (int) minLong;
assertEquals(0, maxInt);

4.2. Converting Between Wrapper Objects and Primitive Types

To directly convert a wrapper object to a primitive, we can use various methods in wrapper classes such as intValue(), shortValue() and longValue(). This is called unboxing.

For instance, let’s convert a Float object to a long:

Float floatNum = 17.564f;
long longNum = floatNum.longValue();
assertEquals(17, longNum);

Also, if we look at the implementation of longValue or similar methods, we’ll find the use of narrowing primitive conversion:

public long longValue() {
    return (long) value;
}

However, at times, narrowing primitive conversion should be avoided to save valuable information:

Double doubleNum = 15.9999;
long longNum = doubleNum.longValue();
assertEquals(15, longNum);

After conversion, the value of longNum will be 15. However, the doubleNum is 15.9999, which is very close to 16.

Instead, we can use Math.round() for conversion to the closest integer:

Double doubleNum = 15.9999;
long longNum = Math.round(doubleNum);

assertEquals(16, longNum);

4.3. Converting Between Wrapper Objects

For this, let’s use the already discussed conversion techniques.

First, we’ll convert wrapper object to a primitive value, downcast it and convert it to another wrapper object. In other words, we’ll perform unboxing, downcasting, and boxing techniques.

For example, let’s convert a Double object to an Integer object:

Double doubleNum = 10.3;
double dbl = doubleNum.doubleValue(); // unboxing
int intgr = (int) dbl; // downcasting
Integer intNum = Integer.valueOf(intgr);
assertEquals(Integer.valueOf(10), intNum);

Lastly, we’re using Integer.valueOf() to convert the primitive type int to an Integer object. This type of conversion is called boxing.

5. Conclusion

In this article, we’ve explored the concept of lossy conversion in Java with the help of a number of examples. In addition, we’ve compiled a handy list of all possible lossy conversions as well.

Along the way, we’ve identified narrowing primitive conversion as an easy technique to convert primitive numbers and avoid the lossy conversion error.

At the same time, we’ve also explored additional handy techniques for numeric conversions in Java.

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:

>> CHECK OUT THE COURSE

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.

Course – Summer Sale 2026 – NPI EA (cat= Baeldung)
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Yes, we're now running our only Summer Sale. All Courses are 30% off until 20th July, 2026:

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Course – Summer Sale 2026 – NPI (All)
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Yes, we're now running our only Summer Sale. All Courses are 30% off until 20th July, 2026:

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eBook Jackson – NPI EA – 3 (cat = Jackson)