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Instancio is a library for auto-populating objects with random data.

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What is it?

Instancio is a Java library for populating objects. Its main goal is to reduce manual data setup in unit tests, especially when working with large classes.

Instead of:

Person person = new Person();
person.setFirstName("test-first-name");
person.setLastName("test-last-name");
person.setDateOfBirth(LocalDate.of(1990,7,30));
// etc...

Instancio can do the manual work for you:

Person person = Instancio.create(Person.class);

This one-liner returns a fully-populated person, including nested objects and collections.

You can also customise generated values using the builder API:

Person person = Instancio.of(Person.class)
    .generate(field("age"), gen -> gen.ints().range(18, 65))
    .generate(field(Phone.class, "areaCode"), gen -> gen.oneOf("604", "778"))
    .generate(field(Phone.class, "number"), gen -> gen.text().pattern("#d#d#d-#d#d-#d#d"))
    .generate(all(List.class).within(scope(Address.class)), gen -> gen.collection().size(4))
    .set(field(Address.class, "city"), "Vancouver")
    .ignore(field(Address.class, "postalCode"))
    .supply(all(LocalDateTime.class), () -> LocalDateTime.now())
    .onComplete(all(Person.class), (Person p) -> p.setName(p.getGender() == Gender.MALE ? "John" : "Jane"))
    .create();

One of possible outputs:

Person[
  name=Jane
  gender=FEMALE
  age=39
  pets=["MSUI", "OSQRCB"]
  address=[
    street=RMRCREFF
    city=Vancouver
    postalCode=null
    country=IFYFKJ
    phoneNumbers=[
      Phone[areaCode=778,number=271-15-75],
      Phone[areaCode=604,number=159-74-61],
      Phone[areaCode=604,number=694-13-82],
      Phone[areaCode=778,number=376-49-29]]]
  lastModified=2022-05-12T22:41:10.356320]

Documentation

Features

Try it out

To use Instancio with JUnit 5, use the instancio-junit dependency. It includes InstancioExtension which allows reproducing data in case of a test failure, as well as a few other useful features.

    <dependency>
        <groupId>org.instancio</groupId>
        <artifactId>instancio-junit</artifactId>
        <version>1.5.1</version>
        <scope>test</scope>
    </dependency>

To use Instancio with JUnit 4, TestNG, or standalone, use instancio-core:

    <dependency>
        <groupId>org.instancio</groupId>
        <artifactId>instancio-core</artifactId>
        <version>1.5.1</version>
        <scope>test</scope>
    </dependency>

Feedback

Feedback and bug reports are greatly appreciated. Please submit an issue to report a bug, or if you have a question or a suggestion.

Special thanks to

JetBrains for supporting this project with their Open Source Licenses.

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Instancio is a library for auto-populating objects with random data.

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