Function reference • DataFakeR

schema_: Create schema object and perform desired actions The set of methods that allow to source schema object and perform needed actions such as simulating data or checking schema dependecy graph.
`schema_source()`	Source schema file into dependency graph object
`schema_update_source()` `schema_get_table()` `schema_plot_deps()` `schema_simulate()`	Schema object methods
opt_pull_: Configure metadata sourced from Database Configure which metadata describing tables and columns should be sourced when dumping the YAML schema from Database.
`opt_pull_character()` `opt_pull_numeric()` `opt_pull_integer()` `opt_pull_date()` `opt_pull_logical()` `opt_pull_table()`	Specify YAML configuration options while pulling the schema from DB
opt_default_: Configure default parameters attached to each column type and tables Configure what default parameters should be applied to columns and tables when the ones are not directly provided in configuration file
`opt_default_table()`	Configure data simulation options
`opt_default_character()` `opt_default_numeric()` `opt_default_integer()` `opt_default_logical()` `opt_default_date()`	Setup default column type parameters
opt_simul_spec_: Configure special simulation methods Configure set of available special methods for simulating column values
`opt_simul_spec_character()` `opt_simul_spec_numeric()` `opt_simul_spec_integer()` `opt_simul_spec_logical()` `opt_simul_spec_date()`	Set of functions defining special simulation methods for column and its type
opt_simul_restricted_: Configure restricted simulation methods Configure set of available restricted methods for simulating column values
`opt_simul_restricted_character()` `opt_simul_restricted_numeric()` `opt_simul_restricted_integer()` `opt_simul_restricted_logical()` `opt_simul_restricted_date()`	Simulate data restricted by extra column parameters
simul_: Available simulation methods Special, Restricted and Default methods available for simulating each column type
`simul_spec_character_name()` `simul_default_character()` `simul_restricted_character_in_set()` `simul_restricted_character_fkey()`	Character type simulation methods
`simul_spec_numeric_distr()` `simul_default_numeric()` `simul_restricted_numeric_range()` `simul_restricted_numeric_in_set()` `simul_restricted_numeric_fkey()`	Numeric type simulation methods
`simul_spec_date_distr()` `simul_default_date()` `simul_restricted_date_range()` `simul_restricted_date_fkey()`	Date type simulation methods
`simul_spec_integer_distr()` `simul_default_integer()` `simul_restricted_integer_range()` `simul_restricted_integer_in_set()` `simul_restricted_integer_fkey()`	Integer type simulation methods
`simul_spec_logical_distr()` `simul_default_logical()` `simul_restricted_logical_fkey()`	Logical type simulation methods
List and set the package configuration List standard package configuration and set your custom one
`default_faker_opts` `set_faker_opts()` `get_faker_opts()`	Default options for pulling metadata and data simulation
nrows_simul: Specify target number of simulated rows for each table Methods passed to opt_default_table that allows to specify what number of rows should each simulated table have
`nrows_simul_constant()` `nrows_simul_ratio()`	Methods for extracting number of target rows in simulation
Sample modifiers Methods that allow to perform useful operations on sample, such as making sure sample is unique or have desired number of NAs
`unique_sample()` `na_rand()` `levels_rand()`	Modify sample with desired condition

Reference

schema_: Create schema object and perform desired actions

opt_pull_: Configure metadata sourced from Database

opt_default_: Configure default parameters attached to each column type and tables

opt_simul_spec_: Configure special simulation methods

opt_simul_restricted_: Configure restricted simulation methods

simul_: Available simulation methods

List and set the package configuration

nrows_simul: Specify target number of simulated rows for each table

Sample modifiers