jFairy by Devskiller

September 26, 2026 ยท View on GitHub

Java fake data generator. According to Wikipedia:

Fairyland, in folklore, is the fabulous land or abode of fairies or fays.

Installation

Add the following dependency to your pom.xml:

<dependency>
    <groupId>com.devskiller</groupId>
    <artifactId>jfairy</artifactId>
    <version>0.9.0</version>
</dependency>

Usage

Creating simple objects

Fairy fairy = Fairy.create();
Person person = fairy.person();

System.out.println(person.getFirstName());
// Chloe
System.out.println(person.getLastName());
// Barker
System.out.println(person.getEmail());
// barker@yahoo.com
System.out.println(person.getTelephoneNumber());
// 690-950-802
System.out.println(person.getJobTitle());
// Software Developer

Person adultMale = fairy.person(PersonProperties.male(), PersonProperties.minAge(21));
System.out.println(adultMale.isMale());
// true
System.out.println(adultMale.getDateOfBirth());
// at least 21 years earlier
Fairy fairy = Fairy.create();
Company company = fairy.company();
System.out.println(company.getName());
// Robuten Associates
System.out.println(company.getUrl());
// http://www.robuteniaassociates.com

Person salesman = fairy.person(PersonProperties.withCompany(company));
System.out.println(salesman.getFullName());
// Juan Camacho
System.out.println(salesman.getCompanyEmail());
// juan.camacho@robuteniaassociates.com

Supported locales

LocaleLanguage tag
English (default)en
Polishpl
Germande
Frenchfr
Spanishes
Swedishsv
Chinesezh
Georgianka
Italianit
Brazilian Portuguesebr
Slovaksk
Turkishtr
Japaneseja
Fairy enFairy = Fairy.create();
// Locale.ENGLISH is default
Fairy plFairy = Fairy.create(Locale.forLanguageTag("pl"));
// Polish version
Fairy brFairy = Fairy.create(Locale.forLanguageTag("br"));
// Brazilian version

Custom data

The bundled data is maintained as YAML in the repository and ships in the jar as .properties files (jfairy.properties plus jfairy_<language>.properties). To add or replace data, put a file with the same name on your classpath. Every key it defines replaces the bundled one, and keys it leaves out keep the bundled data:

# src/test/resources/jfairy_en.properties
cities=Springfield, Shelbyville
firstNames.male=Homer,Bart

Lists are comma-separated; spaces around elements are trimmed and empty elements skipped. Data split by sex uses .male / .female sub-keys: overriding one (as above) keeps the bundled female names, while a plain key (lastNames=Simpson) replaces the list for every sex. Files are read as UTF-8.

A list element may carry a weight to be picked more often: with lastNames=Nowak*98387,Kowalski*66589,Adamiec, Nowak comes up about 98387 times as often as Adamiec, since an element without a weight counts as 1. Weights are positive whole numbers, relative within one list, and a list without any weight is picked uniformly. A malformed weight fails when the key is first used, naming the file and the key.

With Fairy.builder().withFilePrefix("mydata") jFairy reads mydata.properties and mydata_<language>.properties instead.

Upgrading from 0.9.x: custom .yml data files are no longer read. Convert them to .properties as shown above.

Unique values

UniqueFairy unique = fairy.unique();
Person p1 = unique.person();  // unique by email
Person p2 = unique.person();  // different email than p1
Company c = unique.company(); // unique by name

For custom uniqueness keys:

UniqueEnforcer<Person> unique = UniqueEnforcer.of(fairy::person, Person::getFullName);
Person p = unique.next();

Invalid identifiers

For negative tests of your validators, fairy.invalid() generates identifiers that keep a valid format but fail checksum validation:

Fairy fairy = Fairy.create(Locale.forLanguageTag("pl"));
InvalidFairy invalid = fairy.invalid();

String pesel = invalid.nationalIdentificationNumber(); // wrong check digit
String nip = invalid.vatIdentificationNumber();        // wrong check digit
IBAN iban = invalid.iban();                            // wrong check digits

To get a person with an invalid PESEL, pass the same birth date and sex to the number and to the person, so that only the checksum is wrong:

LocalDate birthDate = LocalDate.of(1990, 5, 17);
String pesel = invalid.nationalIdentificationNumber(
    NationalIdentificationNumberProperties.dateOfBirth(birthDate),
    NationalIdentificationNumberProperties.sex(Person.Sex.FEMALE));

Person person = fairy.person(
    PersonProperties.female(),
    PersonProperties.withDateOfBirth(birthDate),
    PersonProperties.withNationalIdentificationNumber(pesel));

Invalid national identification and VAT numbers are implemented for the Polish, Slovak and Swedish locales; other locales throw UnsupportedOperationException. IBANs work for every country that has them.

Thread safety

Fairy objects are not designed for concurrent use by multiple threads. It is recommended to create a separate Fairy instance for each thread.

While some methods might appear safe, the underlying Random implementation can lead to contention and poor performance. Creating dedicated instances ensures both thread safety and optimal execution speed.

JUnit 5 Extension

If you use JUnit 5, check out jfairy-junit-extension โ€” an extension that allows injecting jFairy-generated objects directly into test method parameters.

Building

This project uses Maven and can be built using the provided wrapper:

./mvnw