DataWeave Mock Data Generators Library
This library condenses functions to generate random data in commonly used formats.
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DataWeave Mock Data Generators Library
This library consolidates functions to generate random mock data for testing purposes.
Some of the use cases covered:
- Different number format types
- Age
- Rate
- Phone numbers
- Zip Codes
- Credit card numbers
- User names
- Email addresses
Overview
The following example shows some randomly generated mock data:
%dw 2.0
output application/json
import * from mocks::DataGenerators
---
(0 to 2) as Array map (v, i) -> {
name: randomFirstName(),
lastName: randomLastName(),
email: randomEmailAddress(),
age: randomAge(10) as String,
addresses: (0 to 1) as Array map (v2, i2) -> {
address: randomAddress(),
city: randomCity(),
country: randomCountry(),
zipCode: randomZipCode() as String,
}
}
Output:
[
{
"name": "Geertruida",
"lastName": "Izarra",
"email": "mendraca306@hotbrev.com",
"age": "88",
"addresses": [
{
"address": "7494 WHITE SHADOWS DR",
"city": "Gonesse",
"country": "Netherlands",
"zipCode": "12121"
},
{
"address": "4932 SPANISH CT",
"city": "Künzell",
"country": "United Kingdom",
"zipCode": "19174"
}
]
},
{
"name": "Huihui",
"lastName": "Goupil",
"email": "weyerhauser295@mail2atom.com",
"age": "93",
"addresses": [
{
"address": "7083 EMORY AVE",
"city": "Jawor",
"country": "Bhutan",
"zipCode": "18944"
},
{
"address": "4868 BLUE WING LN",
"city": "Airoli",
"country": "Montserrat",
"zipCode": "17981"
}
]
},
{
"name": "Margene",
"lastName": "Raich",
"email": "hamenkov394@ig.com.br",
"age": "22",
"addresses": [
{
"address": "1139 ROCKYBROOK DR",
"city": "Reigate",
"country": "Botswana",
"zipCode": "17932"
},
{
"address": "6695 BEAUTYBERRY AVE",
"city": "Palakkad",
"country": "Curacao",
"zipCode": "10171"
}
]
}
]Contributions Welcome
Contributions to this project can be made through Pull Requests and Issues on the
GitHub Repository.
Before creating a pull request review the following:
When you submit your pull request, you are asked to sign a contributor license agreement (CLA) if we don't have one on file for you.
DataWeave Version
This library requires DataWeave version 2.4 or higher.
Modules
| Name | Description |
|---|---|
| DataConstants | This module contains data constants used to generate random data. |
| DataGenerators | This module condenses functions to generate random data in commonly used formats. |
| RandomHelpers | This module condenses helper functions for Number randomization in different formats. |