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A simple and sane fake data generator for C#. Based on and ported from the famed faker.js.

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Bogus for .NET/C#

Bogus

Project Description

A simple and sane fake data generator for C# and .NET. Bogus is a C# port of faker.js and inspired by FluentValidation's syntax sugar.

Bogus will help you load databases, UI and apps with fake data for your testing needs.

Download & Install

Nuget Package Bogus

Install-Package Bogus

Usage

The Great Example

public enum Gender
{
    Male,
    Female
}

//Set the randomzier seed if you wish to generate repeatable data sets.
Randomizer.Seed = new Random(3897234);

var fruit = new[] { "apple", "banana", "orange", "strawberry", "kiwi" };

var orderIds = 0;
var testOrders = new Faker<Order>()
    //Ensure all properties have rules.
    .StrictMode(true)
    //OrderId is deterministic
    .RuleFor(o => o.OrderId, f => orderIds++)
    //Pick some fruit from a basket
    .RuleFor(o => o.Item, f => f.PickRandom(fruit))
    //A random quantity from 1 to 10
    .RuleFor(o => o.Quantity, f => f.Random.Number(1, 10));


var userIds = 0;
var testUsers = new Faker<User>()
    //Optional: Call for objects that have complex initialization
    .CustomInstantiator(f => new User(userIds++, f.Random.Replace("###-##-####")))

    //Basic rules using built-in generators
    .RuleFor(u => u.FirstName, f => f.Name.FirstName())
    .RuleFor(u => u.LastName, f => f.Name.LastName())
    .RuleFor(u => u.Avatar, f => f.Internet.Avatar())
    .RuleFor(u => u.UserName, (f, u) => f.Internet.UserName(u.FirstName, u.LastName))
    .RuleFor(u => u.Email, (f, u) => f.Internet.Email(u.FirstName, u.LastName))

    //Use an enum outside scope.
    .RuleFor(u => u.Gender, f => f.PickRandom<Gender>())
    //Use a method outside scope.
    .RuleFor(u => u.CartId, f => Guid.NewGuid())
    //Compound property with context, use the first/last name properties
    .RuleFor(u => u.FullName, (f, u) => u.FirstName + " " + u.LastName)
    //And composability of a complex collection.
    .RuleFor(u => u.Orders, f => testOrders.Generate(3).ToList())
    //After all rules are applied finish with the following action
    .FinishWith((f, u) =>
        {
            Console.WriteLine("User Created! Id={0}", u.Id);
        });

var user = testUsers.Generate();
Console.WriteLine(user.DumpAsJson());

/* OUTPUT:
User Created! Id=0
 * 
{
  "Id": 0,
  "FirstName": "Audrey",
  "LastName": "Spencer",
  "FullName": "Audrey Spencer",
  "UserName": "Audrey_Spencer72",
  "Email": "[email protected]",
  "Avatar": "https://s3.amazonaws.com/uifaces/faces/twitter/itstotallyamy/128.jpg",
  "CartId": "863f9462-5b88-471f-b833-991d68db8c93",
  "SSN": "923-88-4231",
  "Gender": 0,
  "Orders": [
    {
      "OrderId": 0,
      "Item": "orange",
      "Quantity": 8
    },
    {
      "OrderId": 1,
      "Item": "banana",
      "Quantity": 2
    },
    {
      "OrderId": 2,
      "Item": "kiwi",
      "Quantity": 9
    }
  ]
} */

Locales

Since we're a port of faker.js, we support a whole bunch of different locales. Here's an example in Korean:

[Test]
public void With_Korean_Locale()
{
    var lorem = new Bogus.DataSets.Lorem(locale: "ko");
    Console.WriteLine(lorem.Sentance(5));
}

/* 국가는 무상으로 행위로 의무를 구성하지 신체의 처벌받지 예술가의 경우와 */

Bogus has support following locales:

Locale Code Language
de German
de_AT German (Austria)
de_CH German (Switzerland)
en English
en_AU Australia (English)
en_au_ocker Australia Ocker (English)
en_BORK Bork (English)
en_CA Canada (English)
en_GB Great Britain (English)
en_IND India (English)
en_US United States (English)
es Spanish
fa Farsi
fr French
ge Georgian
it Italian
ja Japanese
ko Korean
nb_NO Norwegian
nep Nepalese
nl Dutch
pl Polish
pt_BR Portuguese (Brazil)
ru Russian
sk Slovakian
sv Swedish
tr Turkish
vi Vietnamese
zh_CN Chinese
zh_TW Chinese (Taiwan)

If you'd like to help contribute new locales or update existing ones please see our Creating Locales wiki page for more info.

Without Fluent Syntax

You can use Bogus without a complex setup. Just use a dataset directly.

[Test]
public void Without_Fluent_Syntax()
{
    var random = new Bogus.Randomizer();
    var lorem = new Bogus.DataSets.Lorem();
    var o = new Order()
        {
            OrderId = random.Number(1, 100),
            Item = lorem.Sentance(),
            Quantity = random.Number(1, 10)
        };
    o.Dump();
}
/* OUTPUT:
{
  "OrderId": 61,
  "Item": "vel est ipsa",
  "Quantity": 7
} */

Helpers

Person

If you want to generate a Person with context relevant properties like an email that looks like it belongs to someone with the same first/last name, create a person!

[Test]
public void Create_Context_Related_Person()
{
    var person = new Bogus.Person();

    person.Dump();
}

/* OUTPUT:
{
  "FirstName": "Lee",
  "LastName": "Brown",
  "UserName": "Lee_Brown3",
  "Avatar": "https://s3.amazonaws.com/uifaces/faces/twitter/ccinojasso1/128.jpg",
  "Email": "[email protected]",
  "DateOfBirth": "1984-01-16T21:31:27.87666",
  "Address": {
    "Street": "2552 Bernard Rapid",
    "Suite": "Suite 199",
    "City": "New Haskell side",
    "ZipCode": "78425-0411",
    "Geo": {
      "Lat": -35.8154,
      "Lng": -140.2044
    }
  },
  "Phone": "1-500-790-8836 x5069",
  "Website": "javier.biz",
  "Company": {
    "Name": "Kuphal and Sons",
    "CatchPhrase": "Organic even-keeled monitoring",
    "Bs": "open-source brand e-business"
  }
} */
Replace

Replace a formatted string with some numbers:

[Test]
public void Create_an_SSN()
{
    var ssn = new Bogus.Randomizer().Replace("###-##-####");
    ssn.Dump();
}
/* OUTPUT:
"618-19-3064"

Building

  • Download the source code.
  • Run build.bat.

Upon successful build, the results will be in the \__package directory.

License

Contributors

Created by Brian Chavez.

A big thanks to GitHub and all contributors:

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A simple and sane fake data generator for C#. Based on and ported from the famed faker.js.

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