DESCRIPTION

Package: RESTORE
Type: Package
Title: Regression testing for dataset migration
Version: 0.1.0
Author: Sean Howard, Krittika Mahajan, Andriy Miranskyy, Tom Montpool, Jessica Moore, Lei Zhang
Maintainer: Andriy Miranskyy <avm@ryerson.ca> and Lei Zhang <leizhang@ryerson.ca>
Description: This is a package of regression testing for dataset migration. Given a scenario where a legacy dataset will be replaced by a target dataset, we will analyze the difference between them based on following tests:
  1. Distribution test: Kolmogorov-Smirnov test;
  2. Correlation tests: Pearson correlation coefficient and Spearman's correlation;
  3. Different variables and records;
  4. Magnitude comparison;
  5. Mean relative errors;
  6. The difference between two hierarchical pairs in Spearman's test;
  7. Features that have NA values;
  8. Hybrid tests, which shows features that appear in Kolmogorov-Smirnov test, mean relative error test, and correlation tests;
  9. Ranking, which shows the ranking of variables that appear in Kolmogorov-Smirnov test, mean relative error test, and correlation tests.
  The final report will be written into a user-specified xlsx file or/and an object (which is stored in an RData file). Users can choose the test results produced in the final report.
Imports:
    data.table,
    openxlsx,
    dplyr,
    tidyr,
    readr,
    testthat,
    rio
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1