JSON Mock Data Generator

A simple tool for generating JSON mock data based on the configurable structure.

There are a lot of online tools for similar usage like JSON Generator but all of them have a little problem - they fail when generating a big amount of data (milions of elements). For this purpose a local processing must be used.

Features

The tool provides a simple configurable definition of the generated result:

• user-defined structure of a document (sub-elements),
• user-defined repeat of element,
• pre-defined value generators like name, e-mail, phone, etc.
• including a content of a local file,
• random values (numbers, dates, strings) with minimums and maximuns or
• random selection from a user-defined set.

Configuration

Example configuration files could be found in the /examples folder. The sample outputs from those configurations are in the same folder with a suffix .out.

Configuration is a JSON file with the following formal definition:

• The root element items is an array,
• each non-root element must define an attribute name,
• any element can define children elements as an array element items,
• if no repeat attribute is defined there is only one composite child element,
• a composite element can define an attribute repeat - "min[,max]" (default 1),
• if a composite element define an attribute repeat children elements are in an array,
• an element can define a value or values (comma-separated values) attribute,
• an array element has the type array and must define values,
• if an element doesn't define a value(s), must define a type attribute,
• types of elements are following:
  • integer, a random int number, can be limited with min and max attributes,
  • float, a random float number, can be limited with min and max attributes,
  • date, a random date, can be limited with min and max attributes,
  • lorem, a random "Lorem Ipsum" text, can be limited with min and max attributes,
  • id, a random ID string,
  • fullName, a random full name,
  • firstName, a random first name,
  • lastName, a random last name,
  • title, a random title,
  • email, a random e-mail address,
  • phone, a random phone number,
  • address, a random address (street, zip and city),
  • file, loads the content from a local file, must define a path attribute as a path to a file related to the execution folder.

A very simple configuration file could look like this:

{
  "items": [
    {
      "name": "header",
      "value": "Example configuration file for a medicinal data."
    },
    {
      "name": "patients",
      "repeat": "100",
      "items": [
        {
          "name": "personalId",
          "type": "id"
        },
        {
          "name": "name",
          "type": "fullName"
        },
        {
          "name": "gender",
          "values": "male, female"
        },
        {
          "name": "age",
          "type": "integer",
          "min": "20",
          "max": "100"
        },
        {
          "name": "contact",
          "type": "phone"
        },
        {
          "name": "home",
          "type": "address"
        },
        {
          "name": "doctor",
          "items": [
            {
              "name": "title",
              "type": "title"
            },
            {
              "name": "name",
              "type": "fullName"
            },
            {
              "name": "departments",
              "type": "array",
              "repeat": "1,3",
              "values": "ICU, EU, ED, CCU, HF"
            }
          ]
        }
      ]
    },
    {
      "name": "updated",
      "type": "date",
      "min": "1990-01-01"
    },
    {
      "name": "footer",
      "type": "file",
      "path": "footer.txt"
    }
  ]
}

Running

First, clone or fork the repository:

$ git clone git@github.com:ttulka/json-mock-data-generator.git
$ cd json-mock-data-generator

Now build it:

$ mvn clean package

Once this is completed a jar file has been generated in the target folder.

And finally run it:

$ java -jar target/json-mock-data-generator-<version>.jar

For test purposes example configurations could be used:

> Configuration file: examples/simple.json

or

> Configuration file: examples/full.json

Generating a set of files

To generate more than only one file based on the same configuration it is possible to define how many file creates the generator:

$ java -jar target/json-mock-data-generator-<version>.jar --files 100

Now hundred files will be generated.

Guess Configuration from a JSON document

To save the effort with defining a configuration files for complex structures there is a possibility to let the program guess the configuration from an example JSON document. The generated configuration file could be then manually adapt especially in the meaning of the element types.

$ java -jar target/json-mock-data-generator-<version>.jar --guess <path-to-json-file>

The configuration guess will be generated into <path-to-json-file>.guess-conf file.

License

Apache License, Version 2.0