Skip to content

Latest commit

 

History

History
58 lines (43 loc) · 1.89 KB

README.md

File metadata and controls

58 lines (43 loc) · 1.89 KB

Lorem datum

Lorem datum is a pseudo-random generator based data generation suite, which can be used to simulate some real-life data. It provides some nice features that make it easier than rolling your own data generation functions.

Build status

Master: Build Status
Develop: Build Status

Features

  • Set the amount of variation between consecutive data points
  • Set the probability of NA values (or disallow NA values)
  • Set hard lower/upper bounds for generated values
  • Ability to provide the PRNG seed, so that data generation is repeatable
  • Use the date/time generator to create time series

Available data generators

  • Temporal:

    • Date/time (non-random, using java.time.LocalDateTime)

  • Categorical:

    • Boolean
    • Categorical (any Object)

  • Numerical:

    • Integer
    • Float
    • Double
    • Long

Documentation

Documentation (javadocs) can found on the GitHub Pages website

Testing

Unit tests are provided in the (/src/test) directory, using TestNG. They follow the same package structure and all the code on the generators should be sufficiently covered with tests to guarantee proper workings.

License

This project is licensed under the MIT License - see the LICENSE.md file for details