suggest_rules: Suggest rules

Description

Suggests rules using the various suggestion checks. Use the more specific suggest functions for more control.

Usage

suggest_rules(
  d,
  vars = names(d),
  domain_check = TRUE,
  range_check = TRUE,
  pos_check = TRUE,
  type_check = TRUE,
  na_check = TRUE,
  unique_check = TRUE,
  ratio_check = TRUE,
  conditional_rule = TRUE
)
suggest_all(
  d,
  vars = names(d),
  domain_check = TRUE,
  range_check = TRUE,
  pos_check = TRUE,
  type_check = TRUE,
  na_check = TRUE,
  unique_check = TRUE,
  ratio_check = TRUE,
  conditional_rule = TRUE
)
write_all_suggestions(
  d,
  vars = names(d),
  file = stdout(),
  domain_check = TRUE,
  range_check = TRUE,
  type_check = TRUE,
  pos_check = TRUE,
  na_check = TRUE,
  unique_check = TRUE,
  ratio_check = TRUE,
  conditional_rule = TRUE
)

Value

returns validate::validator() object with the suggested rules. write_all_suggestions write the rules to file and returns invisibly a named list of ranges for each variable.

Arguments

d: data.frame, used to generate the checks
vars: character optionally the subset of variables to be used.
domain_check: if TRUE include domain_check
range_check: if TRUE include range_check
pos_check: if TRUE include pos_check
type_check: if TRUE include type_check
na_check: if TRUE include na_check
unique_check: if TRUE include unique_check
ratio_check: if TRUE include ratio_check
conditional_rule: if TRUE include cond_rule
file: file to which the checks will be written to.