ablation_cmdline: Launch ablation with command-line options.

In irace: Iterated Racing for Automatic Algorithm Configuration

Launch ablation with command-line options.

Description

Launch ablation() with the same command-line options as the command-line executable (ablation.exe in Windows).

Usage

ablation_cmdline(argv = commandArgs(trailingOnly = TRUE))

Arguments

argv	(character()) The arguments provided on the R command line as a character vector, e.g., c("-i", "irace.Rdata", "--src", 1).

Details

The function reads the parameters given on the command line used to invoke R, launches ablation() and possibly plotAblation().

List of command-line options:

-l,--log-file            Path to the (.Rdata) file created by irace from which
                         the "iraceResults" object will be loaded.
-S,--src                 Source configuration ID. Default: 1.
-T,--target              Target configuration ID. By default the best
                         configuration found by irace.
-P,--params              Specific parameter names to be used for the ablation
                         (separated with commas). By default use all
-t,--type                Type of ablation to perform: "full" will execute each
                         configuration on all "--n-instances" to determine the
                         best-performing one; "racing" will apply racing to
                         find the best configurations. Default: full.
-n,--n-instances         Number of instances used in "full" ablation will be
                         n_instances * scenario$firstTest. Default: 1.
   --seed                Integer value to use as seed for the random number
                         generation. Default: 1234567.
-o,--output-file         Log file to save the ablation log. If "", the results
                         are not saved to a file. Default: log-ablation.Rdata.
-p,--plot                Output filename (.pdf) for the plot. If not given, no
                         plot is created.
-O,--plot-type           Type of plot. Supported values are "mean" and
                         "boxplot". Default: mean.
   --old-path            Old path found in the log-file (.Rdata) given as input
                         to be replaced by --new-path.
   --new-path            New path to replace the path found in the log-file
                         (.Rdata) given as input.
-e,--exec-dir            Directory where the target runner will be run.
-s,--scenario            Scenario file to override the scenario given in the
                         log-file (.Rdata)
   --parallel            Number of calls to targetRunner to execute in
                         parallel. Values 0 or 1 mean no parallelization.

Value

A list containing the following elements:

configurations

Configurations tested in the ablation.

instances

A matrix with the instances used in the experiments. First column has the instances IDs from iraceResults$scenario$instances, second column the seed assigned to the instance.

experiments

A matrix with the results of the experiments (columns are configurations, rows are instances).

scenario

Scenario object with the settings used for the experiments.

trajectory

IDs of the best configurations at each step of the ablation.

best

Best configuration found in the experiments.

Author(s)

Manuel López-Ibáñez

Examples

# ablation_cmdline("--help")

irace documentation built on Oct. 23, 2022, 5:06 p.m.