Register Dependency for Model

Source: R/set_dependency.R

This function is used to register a mode for a model, engine, and mode combination.

set_dependency(model, mode, eng, pkg)

get_dependency(model)

Arguments

model

A single character string for the model type (e.g. "k_means", etc).

mode

A single character string for the model mode (e.g. "partition").

eng

A single character string for the model engine.

pkg

An options character string for a package name.

Value

A tibble

Details

This function should for each package that needs to be added as a dependency. The mode needs to be set explicitly, and dependencies needs to be specified for each model, mode and eng combination.

Examples

if (FALSE) {
set_new_model("shallow_learning_model")
set_model_mode("shallow_learning_model", "partition")
set_model_engine("shallow_learning_model", "partition", "stats")

set_dependency("shallow_learning_model", "partition", "stats", "base")
get_dependency("shallow_learning_model")
get_dependency("shallow_learning_model")$pkg

set_dependency("shallow_learning_model", "partition", "stats", "stats")
get_dependency("shallow_learning_model")
get_dependency("shallow_learning_model")$pkg

# Only unique packages are kept
set_dependency("shallow_learning_model", "partition", "stats", "stats")
get_dependency("shallow_learning_model")
get_dependency("shallow_learning_model")$pkg
}