Package: validatetools 0.5.2
Edwin de Jonge
validatetools: Checking and Simplifying Validation Rule Sets
Rule sets with validation rules may contain redundancies or contradictions. Functions for finding redundancies and problematic rules are provided, given a set a rules formulated with 'validate'.
Authors:
validatetools_0.5.2.tar.gz
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validatetools.pdf |validatetools.html✨
validatetools/json (API)
NEWS
| # Install 'validatetools' in R: |
| install.packages('validatetools', repos = c('https://data-cleaning.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/data-cleaning/validatetools/issues
Last updated 6 months agofrom:3cf7df5211. Checks:OK: 1 WARNING: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 11 2024 |
| R-4.5-win | WARNING | Dec 11 2024 |
| R-4.5-linux | WARNING | Dec 11 2024 |
| R-4.4-win | WARNING | Dec 11 2024 |
| R-4.4-mac | WARNING | Dec 11 2024 |
| R-4.3-win | WARNING | Dec 11 2024 |
| R-4.3-mac | WARNING | Dec 11 2024 |
Exports:detect_boundary_catdetect_boundary_numdetect_fixed_variablesdetect_infeasible_rulesdetect_redundancyis_categoricalis_conditionalis_contradicted_byis_implied_byis_infeasibleis_linearmake_feasibleremove_redundancysimplify_conditionalsimplify_fixed_variablessimplify_rulessubstitute_values
Dependencies:lpSolveAPIsettingsvalidateyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Detect viable domains for categorical variables | detect_boundary_cat |
| Detect the range for numerical variables | detect_boundary_num |
| Detect fixed variables | detect_fixed_variables |
| Detect which rules cause infeasibility | detect_infeasible_rules |
| Detect redundant rules without removing. | detect_redundancy |
| expect values | expect_values |
| Check if rules are categorical | is_categorical |
| Check if rules are conditional rules | is_conditional |
| Find out which rules are conflicting | is_contradicted_by |
| Find which rule(s) make rule_name redundant | is_implied_by |
| Check the feasibility of a rule set | is_infeasible |
| Check which rules are linear rules. | is_linear |
| Make an infeasible system feasible. | make_feasible |
| Remove redundant rules | remove_redundancy |
| Simplify conditional statements | simplify_conditional |
| Simplify fixed variables | simplify_fixed_variables |
| Simplify a rule set | simplify_rules |
| substitute a value in a rule set | substitute_values |
| translate linear rules into an lp problem | translate_mip_lp |
| Tools for validation rules | validatetools |
