MockDataGenerator

Object that stores mock data configurations and generated datasets

Methods

Public methods

• MockDataGenerator$new()

• MockDataGenerator$get_data()

• MockDataGenerator$get_all_data()

• MockDataGenerator$clone()

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Method new()

Create a new MockDataGenerator object

Usage

MockDataGenerator$new(configuration)

Arguments

configuration

list or path to YAML file with datasets configurations. Check configuration for details. For a sample YAML check examples.

Returns

A new MockDataGenerator object

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Method get_data()

Get a dataset (if does not exist, generate it)

Usage

MockDataGenerator$get_data(data_name, size = NULL, refresh = FALSE)

Arguments

data_name

string, data set name to retrieve

size

integer, size of dataset (if provided, will refresh dataset)

refresh

boolean, refresh existing data?

Returns

mock dataset

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Method get_all_data()

Get all datasets

Usage

MockDataGenerator$get_all_data(refresh = FALSE, sizes = NULL)

Arguments

refresh

boolean, refresh existing data?

sizes

integer, or vector of integers with data sizes

Returns

list with all datasets

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Method clone()

The objects of this class are cloneable with this method.

Usage

MockDataGenerator$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.